Single-cell RNA sequencing ~ Session 2

.title[
# Single-cell RNA sequencing ~ Session 2<br />
<html><br />
<br />
<hr color='#EB811B' size=1px width=796px><br />
</html>
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.author[
### Rockefeller University, Bioinformatics Resource Centre
]
.date[
### <a href="http://rockefelleruniversity.github.io/scRNA-seq/" class="uri">http://rockefelleruniversity.github.io/scRNA-seq/</a>
]

---

## Overview

In this course we are going to introduce basic analysis for single-cell RNAseq, with a specific focus on the *10X system*. The course is divided into multiple sessions.

In this second session, we will introduce Seurat and Bioconductor methodologies for basic scRNA-seq QC, filtering and initial analysis of single samples.
---
## The data

For these sessions we are going to make use of two datasets.

The first set will be from the recent paper [**Enteroendocrine cell lineages that differentially control feeding and gut motility**](https://elifesciences.org/articles/78512).  
This contains scRNA data from either Neurod1 and Neurog3 expressing enteroendocrine cells.

The second dataset is the classic example from PBMC cells.

---
## Seurat and Bioconductor

The Seurat R package and associated packages offer an R based and well established methodology for the analysis of single cell RNA-seq, ATAC-seq and many other single-cell sequencing methodologies.

[Seurat page](https://satijalab.org/seurat/)

Bioconductor has a set of interrelated and highly connected software packages for single cell RNAseq as well as integrating with the rest of the Bioconductor software ecosystem.
[OSCA book](https://bioconductor.org/books/3.18/OSCA/)

In this session we will run through basic analyses using both of the methodologies to show both their equvalence in some parts of the analysis as well as their distinct functionalities in others.

In practice, you may select methods from either softwares and convert between the two as required.

---
# The Example Data

For this session we will need the filtered and raw expression data for the Neurod1 datasets.

The filtered matrix can be found [here](https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/NeuroD1_filtered_feature_bc_matrix.h5)

The raw matrix can be found here [here](https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/raw_feature_bc_matrix.h5)

---

# Bioconductor methods

---

---
# Data import (Bioconductor)

First we need to load the DropletUtils package to read and handle our Droplet 10X data.

``` r
library(DropletUtils)
```

```
## Warning: package 'DropletUtils' was built under R version 4.4.1
```

```
## Loading required package: SingleCellExperiment
```

```
## Warning: package 'SingleCellExperiment' was built under R version 4.4.1
```

```
## Loading required package: SummarizedExperiment
```

```
## Warning: package 'SummarizedExperiment' was built under R version 4.4.1
```

```
## Loading required package: MatrixGenerics
```

```
## Warning: package 'MatrixGenerics' was built under R version 4.4.1
```

```
## Loading required package: matrixStats
```

```
## 
## Attaching package: 'MatrixGenerics'
```

```
## The following objects are masked from 'package:matrixStats':
## 
##     colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
##     colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
##     colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
##     colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
##     colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
##     colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
##     colWeightedMeans, colWeightedMedians, colWeightedSds,
##     colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
##     rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
##     rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
##     rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
##     rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
##     rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
##     rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
##     rowWeightedSds, rowWeightedVars
```

```
## Loading required package: GenomicRanges
```

```
## Warning: package 'GenomicRanges' was built under R version 4.4.1
```

```
## Loading required package: GenomeInfoDb
```

```
## Warning: package 'GenomeInfoDb' was built under R version 4.4.1
```

```
## 
## Attaching package: 'GenomicRanges'
```

```
## The following object is masked from 'package:magrittr':
## 
##     subtract
```

```
## Loading required package: Biobase
```

```
## Warning: package 'Biobase' was built under R version 4.4.1
```

```
## Welcome to Bioconductor
## 
##     Vignettes contain introductory material; view with
##     'browseVignettes()'. To cite Bioconductor, see
##     'citation("Biobase")', and for packages 'citation("pkgname")'.
```

```
## 
## Attaching package: 'Biobase'
```

```
## The following object is masked from 'package:MatrixGenerics':
## 
##     rowMedians
```

```
## The following objects are masked from 'package:matrixStats':
## 
##     anyMissing, rowMedians
```

---
# Read10x

We can then read in the filtered matrix containing data on droplets marked as cells by CellRanger.

We set the row.names argument for easier interpretation.

``` r
h5file <- "https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/filtered_feature_bc_matrix.h5"
local_h5file <- basename(h5file)
download.file(h5file, local_h5file)

sce.NeuroD1_filtered <- read10xCounts(local_h5file, col.names = TRUE, row.names = "symbol")

class(sce.NeuroD1_filtered)
```

```
## [1] "SingleCellExperiment"
## attr(,"package")
## [1] "SingleCellExperiment"
```

---

## SingleCellExperiment Object
The created SingleCellExperiment Object is much like our SummarizedExperiment object

``` r
sce.NeuroD1_filtered
```

```
## class: SingleCellExperiment 
## dim: 39905 3468 
## metadata(1): Samples
## assays(1): counts
## rownames(39905): Gm26206 Xkr4 ... MT-TrnT MT-TrnP
## rowData names(3): ID Symbol Type
## colnames(3468): AAACCCACACAATGTC-1 AAACCCACACCACTGG-1 ...
##   TTTGTTGTCTCTTAAC-1 TTTGTTGTCTGGACCG-1
## colData names(2): Sample Barcode
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):
```

---

## SingleCellExperiment Object
The *colnames()* and *rownames()* functions can be used to access column names (cell-barcodes) and row names (gene identifiers)

``` r
# cell information
colnames(sce.NeuroD1_filtered)[1:2]
```

```
## [1] "AAACCCACACAATGTC-1" "AAACCCACACCACTGG-1"
```

``` r
# gene information
rownames(sce.NeuroD1_filtered)[1:2]
```

```
## [1] "Gm26206" "Xkr4"
```

---
## SingleCellExperiment Object
The *colData()* and *rowData()* functions can be used to access experiment metadata.

``` r
# cell information
colData(sce.NeuroD1_filtered)[1:2, ]
```

```
## DataFrame with 2 rows and 2 columns
##                                    Sample            Barcode
##                               <character>        <character>
## AAACCCACACAATGTC-1 filtered_feature_bc_.. AAACCCACACAATGTC-1
## AAACCCACACCACTGG-1 filtered_feature_bc_.. AAACCCACACCACTGG-1
```

``` r
# gene information
rowData(sce.NeuroD1_filtered)[1:2, ]
```

```
## DataFrame with 2 rows and 3 columns
##                  ID      Symbol            Type
##         <character> <character>     <character>
## Gm26206     Gm26206     Gm26206 Gene Expression
## Xkr4           Xkr4        Xkr4 Gene Expression
```

---

## SingleCellExperiment Object

A reducedDim and reducedDimNames slots at present remains unfilled.

The metadata slot contains the Sample names. Here all these cells came from single sample

``` r
# cell information
reducedDimNames(sce.NeuroD1_filtered)
```

```
## character(0)
```

``` r
# gene information
metadata(sce.NeuroD1_filtered)
```

```
## $Samples
## [1] "filtered_feature_bc_matrix.h5"
```

---
## The knee plot

One of the first plots we may want to recreate from the QC is the knee plot.

To do this we will need the unfiltered matrix too.

The unfiltered SingleCellExperiment contains over a million droplets.

``` r
h5file <- "https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/raw_feature_bc_matrix.h5"
local_h5file <- "NeuroD1_raw_feature_bc_matrix.h5"
download.file(h5file, local_h5file)
sce.NeuroD1_unfiltered <- read10xCounts(local_h5file, col.names = TRUE)
sce.NeuroD1_unfiltered
```

```
## class: SingleCellExperiment 
## dim: 39905 1244317 
## metadata(1): Samples
## assays(1): counts
## rownames(39905): Gm26206 Xkr4 ... MT-TrnT MT-TrnP
## rowData names(3): ID Symbol Type
## colnames(1244317): AAACCCAAGAAACACT-1 AAACCCAAGAAACCAT-1 ...
##   TTTGTTGTCTTTGCTA-1 TTTGTTGTCTTTGTCG-1
## colData names(2): Sample Barcode
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):
```

---
## Barcode ranks

We can use the *barcodeRanks* function to create a table of barcode ranks and total reads per droplet.

``` r
bcrank <- barcodeRanks(counts(sce.NeuroD1_unfiltered))
bcrank
```

```
## DataFrame with 1244317 rows and 3 columns
##                         rank     total    fitted
##                    <numeric> <integer> <numeric>
## AAACCCAAGAAACACT-1     45958       155        NA
## AAACCCAAGAAACCAT-1    102639         4        NA
## AAACCCAAGAAACCCG-1    629672         1        NA
## AAACCCAAGAAACCTG-1    629672         1        NA
## AAACCCAAGAAAGAAC-1   1096187         0        NA
## ...                      ...       ...       ...
## TTTGTTGTCTTTGATC-1   36930.5       167        NA
## TTTGTTGTCTTTGCAT-1  629672.5         1        NA
## TTTGTTGTCTTTGCGC-1  629672.5         1        NA
## TTTGTTGTCTTTGCTA-1  629672.5         1        NA
## TTTGTTGTCTTTGTCG-1  629672.5         1        NA
```

---
## Retrieve filtered barcodes

We then filter for droplets with the same rank for visualisation purposes.

``` r
bcrank$filtered <- rownames(bcrank) %in% colnames(sce.NeuroD1_filtered)
bc_plot <- as.data.frame(bcrank)
bc_plot <- bc_plot[order(bc_plot$filtered, decreasing = TRUE), ]
bc_plot <- bc_plot[!duplicated(bc_plot$rank), ]
```

---
## Plotting barcode rank

We can now recreate the knee plot from CellRanger.

``` r
require(ggplot2)
```

```
## Loading required package: ggplot2
```

``` r
ggplot(bc_plot, aes(x = rank, y = total, colour = filtered, alpha = 0.001)) + geom_point() +
    scale_y_log10() + scale_x_log10() + theme_minimal() + geom_hline(yintercept = metadata(bcrank)$inflection,
    colour = "darkgreen", linetype = 2) + geom_hline(yintercept = metadata(bcrank)$knee,
    colour = "dodgerblue", linetype = 2)
```

```
## Warning in scale_y_log10(): log-10 transformation introduced infinite values.
```

![](Session2_files/figure-html/unnamed-chunk-10-1.png)

---
## Filtering droplets using Droplet utils

Although CellRanger provides a filtered Droplet matrix, you may wish to provide your own cut-off based on knee plots generated and/or use the emptyDrops method in Droplet utils to identify cell containing droplets.

``` r
e.out <- emptyDrops(counts(sce.NeuroD1_unfiltered))
table(e.out)
head(e.out)
```

```
## DataFrame with 6 rows and 5 columns
##                        Total   LogProb    PValue   Limited       FDR
##                    <integer> <numeric> <numeric> <logical> <numeric>
## AAACCCAAGAAACACT-1       118  -350.537   0.30007     FALSE         1
## AAACCCAAGAAACCAT-1         2        NA        NA        NA        NA
## AAACCCAAGAAACCCG-1         0        NA        NA        NA        NA
## AAACCCAAGAAACCTG-1         0        NA        NA        NA        NA
## AAACCCAAGAAAGAAC-1         0        NA        NA        NA        NA
## AAACCCAAGAAAGCGA-1         1        NA        NA        NA        NA
```

---

# Bioconductor  -  QC

---

## Working with CellRanger filtered matrix

From this point we will use the Droplets filtered using Cellranger

``` r
sce.NeuroD1_filtered
```

To assess QC we first want to identify mitochondrial and ribosomal genes.

High mitochondrial gene expression within a cell is often used as a marker of dying cells.

``` r
is.mito <- grepl("^MT", rowData(sce.NeuroD1_filtered)$Symbol)
# is.ribo <- grepl('^Rps',rowData(sce.NeuroD1_filtered)$Symbol)

table(is.mito)
```

```
## is.mito
## FALSE  TRUE 
## 39868    37
```

``` r
# table(is.ribo)
```
  
---
## Add QC metrics

The scuttle package has functions for normalisation, transformation and QC.

Here we us the addPerCellQCMetrics function to update our SingleCellExperiment object with QC information.

``` r
library(scuttle)
```

```
## Warning: package 'scuttle' was built under R version 4.4.1
```

``` r
sce.NeuroD1_filtered <- addPerCellQCMetrics(sce.NeuroD1_filtered, subsets = list(Mito = is.mito))
sce.NeuroD1_filtered
```

```
## class: SingleCellExperiment 
## dim: 39905 3468 
## metadata(1): Samples
## assays(1): counts
## rownames(39905): Gm26206 Xkr4 ... MT-TrnT MT-TrnP
## rowData names(3): ID Symbol Type
## colnames(3468): AAACCCACACAATGTC-1 AAACCCACACCACTGG-1 ...
##   TTTGTTGTCTCTTAAC-1 TTTGTTGTCTGGACCG-1
## colData names(8): Sample Barcode ... subsets_Mito_percent total
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):
```

---
## QC in colData

The QC data per Droplet has been added to additional columns in the colData slot of our SingleCellExperiment.

``` r
qc_df <- colData(sce.NeuroD1_filtered)
head(qc_df, n = 2)
```

```
## DataFrame with 2 rows and 8 columns
##                                    Sample            Barcode       sum
##                               <character>        <character> <numeric>
## AAACCCACACAATGTC-1 filtered_feature_bc_.. AAACCCACACAATGTC-1     23320
## AAACCCACACCACTGG-1 filtered_feature_bc_.. AAACCCACACCACTGG-1      1944
##                     detected subsets_Mito_sum subsets_Mito_detected
##                    <integer>        <numeric>             <integer>
## AAACCCACACAATGTC-1      4776             3358                    19
## AAACCCACACCACTGG-1       176             1577                    15
##                    subsets_Mito_percent     total
##                               <numeric> <numeric>
## AAACCCACACAATGTC-1              14.3997     23320
## AAACCCACACCACTGG-1              81.1214      1944
```

---
## Plotting QC data

We can then plot this using the plotColData function from the Scater package.

First we plot the distritbution of total reads per cell.

``` r
library(scater)
```

```
## Warning: package 'scater' was built under R version 4.4.1
```

``` r
plotColData(sce.NeuroD1_filtered, x = "Sample", y = "sum")
```

![](Session2_files/figure-html/unnamed-chunk-19-1.png)

---
## Plotting QC data

Then we plot the distritbution of total detected genes per cell.

``` r
library(scater)
plotColData(sce.NeuroD1_filtered, x = "Sample", y = "detected")
```

![](Session2_files/figure-html/unnamed-chunk-20-1.png)

---
## Plotting QC data

Then we plot the distritbution of percent of mitochondrial reads per cell.

``` r
library(scater)
plotColData(sce.NeuroD1_filtered, x = "Sample", y = "subsets_Mito_percent")
```

![](Session2_files/figure-html/unnamed-chunk-21-1.png)

---
## Plotting QC data

It also can be useful to capture the QC columns against each other as scatterplots

``` r
library(scater)
p1 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "detected")
p2 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "subsets_Mito_percent")
p3 <- plotColData(sce.NeuroD1_filtered, x = "detected", y = "subsets_Mito_percent")
gridExtra::grid.arrange(p1, p2, p3, ncol = 3)
```

![](Session2_files/figure-html/unnamed-chunk-22-1.png)

---
## Removing low quality data

At this point we may want to remove low quality data.

Typically droplet filters on mitochondrial read content, total detect genes and total read counts are applied.

``` r
qc.high_lib_size <- colData(sce.NeuroD1_filtered)$sum > 125000
qc.min_detected <- colData(sce.NeuroD1_filtered)$detected < 200
qc.mito <- colData(sce.NeuroD1_filtered)$subsets_Mito_percent > 25
discard <- qc.high_lib_size | qc.mito | qc.min_detected
DataFrame(LibSize = sum(qc.high_lib_size), Detected = sum(qc.min_detected), MitoProp = sum(qc.mito),
    Total = sum(discard))
```

```
## DataFrame with 1 row and 4 columns
##     LibSize  Detected  MitoProp     Total
##   <integer> <integer> <integer> <integer>
## 1        13       473      1767      1792
```

---
## Removing low quality data

We will add this back in the colData slot to perform some final QC plots before filtering

``` r
colData(sce.NeuroD1_filtered) <- cbind(colData(sce.NeuroD1_filtered), DataFrame(toDiscard = discard))
p1 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "detected", colour_by = "toDiscard")
p2 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "subsets_Mito_percent", colour_by = "toDiscard")
p3 <- plotColData(sce.NeuroD1_filtered, x = "detected", y = "subsets_Mito_percent",
    colour_by = "toDiscard")
gridExtra::grid.arrange(p1, p2, p3, ncol = 3)
```

![](Session2_files/figure-html/unnamed-chunk-24-1.png)

---
## Removing low quality data
At this point we may want to remove the low quality cells from further analysis

``` r
sce.NeuroD1_filtered_QCed <- sce.NeuroD1_filtered[, sce.NeuroD1_filtered$toDiscard %in%
    "FALSE"]
sce.NeuroD1_filtered_QCed
```

```
## class: SingleCellExperiment 
## dim: 39905 1676 
## metadata(1): Samples
## assays(1): counts
## rownames(39905): Gm26206 Xkr4 ... MT-TrnT MT-TrnP
## rowData names(3): ID Symbol Type
## colnames(1676): AAACCCACACAATGTC-1 AAACCCACACGAGAAC-1 ...
##   TTTGGAGTCCGTAGGC-1 TTTGTTGGTCTAACTG-1
## colData names(9): Sample Barcode ... total toDiscard
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):
```

---
# Log Normalisation

As with our RNA-seq and genomics data we want to normalise for total library size and perfrom a log2 transformation.

``` r
sce.NeuroD1_filtered_QCed <- logNormCounts(sce.NeuroD1_filtered_QCed)
assayNames(sce.NeuroD1_filtered_QCed)
```

```
## [1] "counts"    "logcounts"
```

---
## Log Normalisation 2

An alternative approach for scRNA is to normalise accounting for potentially different cell-populations.

As we dont know cell populations yet, a quick clustering of data followed by this normalisation using clusters is performed.

``` r
library(scran)
```

```
## Warning: package 'scran' was built under R version 4.4.1
```

``` r
clust.sce.NeuroD1_filtered_QCed <- quickCluster(sce.NeuroD1_filtered_QCed)
sce.NeuroD1_filtered_trimmed <- computeSumFactors(sce.NeuroD1_filtered_QCed, cluster = clust.sce.NeuroD1_filtered_QCed)
sce.NeuroD1_filtered_QCed <- logNormCounts(sce.NeuroD1_filtered_QCed)
assayNames(sce.NeuroD1_filtered_QCed)
```

```
## [1] "counts"    "logcounts"
```

---
## Modeling the mean-variance relationship

As with RNA-seq we want to account for mean-dispersion relationship.

In Bioconductor we can use the *modelGeneVar* function to perform this for us.

``` r
##
dec.NeuroD1_filtered_QCed <- modelGeneVar(sce.NeuroD1_filtered_QCed)
ggplot(dec.NeuroD1_filtered_QCed, aes(x = mean, y = total)) + geom_point()
```

![](Session2_files/figure-html/unnamed-chunk-28-1.png)

---
## Identifying top variable genes for PCA

Having fit the mean-dispersion relationship we can extract the most variable genes for use in PCA dimension reduction.

``` r
top.NeuroD1_filtered_QCed <- getTopHVGs(dec.NeuroD1_filtered_QCed, n = 3000)
```

---
## PCA

We can now perform a PCA on our data.

The PCs will be used for clustering and 2D-representation of our data.

``` r
set.seed(100)  # See below.
sce.NeuroD1_filtered_QCed <- fixedPCA(sce.NeuroD1_filtered_QCed, subset.row = top.NeuroD1_filtered_QCed)
reducedDimNames(sce.NeuroD1_filtered_QCed)
```

```
## [1] "PCA"
```

---
## PCA

We can produce a quick plot of the PCs to see if there are any biases immediately evident in the PCs.

``` r
plotReducedDim(sce.NeuroD1_filtered_QCed, dimred = "PCA", colour_by = "subsets_Mito_percent")
```

![](Session2_files/figure-html/unnamed-chunk-31-1.png)

---
## Select PCs from PCA

For further analysis we want to select the PCs which explain most of the data.

To do this we can plot the variance explained by each PC and identify an elbow point.

``` r
percent.var <- attr(reducedDim(sce.NeuroD1_filtered_QCed), "percentVar")
plot(percent.var, log = "y", xlab = "PC", ylab = "Variance explained (%)")
```

![](Session2_files/figure-html/unnamed-chunk-32-1.png)

``` r
# library(PCAtools) chosen.elbow <- findElbowPoint(percent.var)
```

---
## Visualise in 2D with Tisne and UMAP

With our PCs now calculated we can project these onto a 2D representation of the data. Here we will use two popular methods of TSNE and UMAP.

``` r
sce.NeuroD1_filtered_QCed <- runTSNE(sce.NeuroD1_filtered_QCed, n_dimred = 30)
sce.NeuroD1_filtered_QCed <- runUMAP(sce.NeuroD1_filtered_QCed, n_dimred = 30)
reducedDimNames(sce.NeuroD1_filtered_QCed)
```

```
## [1] "PCA"  "TSNE" "UMAP"
```

---
## Visualise in 2D with Tisne and UMAP

Witht the TSNE and UMAP we may first want to overlay some features of QC to see if this affects the data still.

``` r
plotUMAP(sce.NeuroD1_filtered_QCed, colour_by = "subsets_Mito_percent")
```

![](Session2_files/figure-html/unnamed-chunk-34-1.png)

``` r
plotTSNE(sce.NeuroD1_filtered_QCed, colour_by = "subsets_Mito_percent")
```

![](Session2_files/figure-html/unnamed-chunk-34-2.png)

---
## Clustering

For clustering we can use the set of tools available in the [bluster](https://www.bioconductor.org/packages/release/bioc/html/bluster.html) package.

Here we run the default graph based methods walktrap and louvain from the igraph package.

``` r
require(bluster)
```

```
## Loading required package: bluster
```

```
## Warning: package 'bluster' was built under R version 4.4.1
```

``` r
clust.louvain <- clusterCells(sce.NeuroD1_filtered_QCed, use.dimred = "PCA", BLUSPARAM = NNGraphParam(cluster.fun = "louvain",
    cluster.args = list(resolution = 0.8)))
clust.default <- clusterCells(sce.NeuroD1_filtered_QCed, use.dimred = "PCA")
```

---
## Clustering

Once we have the clustering we will add them to the colData for the object and replot the UMAP

``` r
colLabels(sce.NeuroD1_filtered_QCed) <- clust.louvain
colData(sce.NeuroD1_filtered_QCed)$DefaultLabel <- clust.default
plotUMAP(sce.NeuroD1_filtered_QCed, colour_by = "label")
```

![](Session2_files/figure-html/unnamed-chunk-36-1.png)

---
## Clustering

We can now plot the mito percent against clusters to see if any clusters are driven by the mito percent of droplets.

``` r
plotColData(sce.NeuroD1_filtered_QCed, x = "label", y = "subsets_Mito_percent", colour_by = "label")
```

![](Session2_files/figure-html/unnamed-chunk-37-1.png)
---

## Clustering

We can then compare our overlaps between our clusterings in a simple heatmap.

``` r
tab <- table(Walktrap = clust.default, Louvain = clust.louvain)
rownames(tab) <- paste("Walktrap", rownames(tab))
colnames(tab) <- paste("louvain", colnames(tab))
library(pheatmap)
pheatmap(log10(tab + 10), color = viridis::viridis(100), cluster_cols = FALSE, cluster_rows = FALSE)
```

![](Session2_files/figure-html/unnamed-chunk-38-1.png)

---
## Some ground truth

The paper also provides their annotation of cells. We can read this in and overlay with our umap.

``` r
eec_paper_meta <- read.delim("https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/GSE224223_EEC_metadata.csv",
    sep = ";")
nrd1_cells <- as.data.frame(eec_paper_meta[eec_paper_meta$Library == "Nd1", ])

nrd1_cells$X <- gsub("_2$", "", nrd1_cells$X)

newMeta <- merge(colData(sce.NeuroD1_filtered_QCed), nrd1_cells, by.x = "Barcode",
    by.y = "X", all.x = TRUE, all.y = FALSE, order = FALSE)
rownames(newMeta) <- newMeta$Barcode
newMeta$All_Cell_Types[is.na(newMeta$All_Cell_Types)] <- "Filtered"
colData(sce.NeuroD1_filtered_QCed) <- newMeta
plotUMAP(sce.NeuroD1_filtered_QCed, colour_by = "All_Cell_Types")
```

![](Session2_files/figure-html/unnamed-chunk-39-1.png)

---
## Some ground truth

We can also see how the annotation overlaps with our clusters.

``` r
tab <- table(Walktrap = sce.NeuroD1_filtered_QCed$All_Cell_Types, Louvain = sce.NeuroD1_filtered_QCed$label)
rownames(tab) <- paste("CellType", rownames(tab))
colnames(tab) <- paste("Leiden", colnames(tab))
library(pheatmap)
pheatmap(log10(tab + 10), color = viridis::viridis(100), cluster_cols = FALSE, cluster_rows = FALSE)
```

![](Session2_files/figure-html/unnamed-chunk-40-1.png)

---
## Identify markers

Now we have clusters defined we can identify genes which are differentially expressed within a cluster compared to other clusters.

``` r
markers.sce.NeuroD1 <- scoreMarkers(sce.NeuroD1_filtered_QCed, sce.NeuroD1_filtered_QCed$label)
chosen <- markers.sce.NeuroD1[["4"]]
ordered <- chosen[order(chosen$mean.AUC, decreasing = TRUE), ]
head(ordered[, 1:4])  # showing basic stats only, for brevity.
```

```
## DataFrame with 6 rows and 4 columns
##        self.average other.average self.detected other.detected
##           <numeric>     <numeric>     <numeric>      <numeric>
## Sct        10.71205      7.178612      1.000000       0.994845
## Scg2        5.92739      2.178339      1.000000       0.608673
## Bace2       2.34958      0.500731      0.901961       0.280589
## Etv1        2.57455      0.585889      0.941176       0.242338
## Gpd2        2.30863      0.837072      0.960784       0.479837
## Cyp4b1      2.55790      0.965280      0.934641       0.537153
```

---
## Plot markers

We can then use the *plotExpression* function to visualise a gene's expression across clusters.

``` r
plotExpression(sce.NeuroD1_filtered_QCed, features = head(rownames(ordered), n = 1),
    x = "label", colour_by = "label")
```

![](Session2_files/figure-html/unnamed-chunk-42-1.png)

``` r
saveRDS(sce.NeuroD1_filtered_QCed, file = "sce.NeuroD1_filtered_QCed.RDS")
```

---

# Seurat

---

## Working with CellRanger filtered matrix

We can use Seurat to import our data as before for Bioconductor.

``` r
library(Seurat)
```

```
## Loading required package: SeuratObject
```

```
## Loading required package: sp
```

```
## 
## Attaching package: 'sp'
```

```
## The following object is masked from 'package:IRanges':
## 
##     %over%
```

```
## 
## Attaching package: 'SeuratObject'
```

```
## The following object is masked from 'package:SummarizedExperiment':
## 
##     Assays
```

```
## The following object is masked from 'package:GenomicRanges':
## 
##     intersect
```

```
## The following object is masked from 'package:GenomeInfoDb':
## 
##     intersect
```

```
## The following object is masked from 'package:IRanges':
## 
##     intersect
```

```
## The following object is masked from 'package:S4Vectors':
## 
##     intersect
```

```
## The following object is masked from 'package:BiocGenerics':
## 
##     intersect
```

```
## The following objects are masked from 'package:base':
## 
##     intersect, t
```

```
## 
## Attaching package: 'Seurat'
```

```
## The following object is masked from 'package:SummarizedExperiment':
## 
##     Assays
```

``` r
h5file <- "https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/filtered_feature_bc_matrix.h5"
local_h5file <- basename(h5file)
download.file(h5file, local_h5file)
Nd1T.mat <- Read10X_h5(filename = local_h5file)
Nd1T.obj <- CreateSeuratObject(Nd1T.mat, project = "Nd1")
```

```
## Warning: Feature names cannot have underscores ('_'), replacing with dashes
## ('-')
```
  
  
---

## The Seurat object

The Seurat object contains now our information on Neurod1 droplets.

``` r
Nd1T.obj
```

```
## An object of class Seurat 
## 39905 features across 3468 samples within 1 assay 
## Active assay: RNA (39905 features, 0 variable features)
##  1 layer present: counts
```
    
   
---

## The Seurat object

We can access rownames and column names in a similar manner as before.

``` r
rownames(Nd1T.obj)[1:2]
```

```
## [1] "Gm26206" "Xkr4"
```

``` r
colnames(Nd1T.obj)[1:2]
```

```
## [1] "AAACCCACACAATGTC-1" "AAACCCACACCACTGG-1"
```
    
---   
## The Seurat object

To access metadata we need to directly access the slot

``` r
Nd1T.obj@meta.data[1:2, ]
```

```
##                    orig.ident nCount_RNA nFeature_RNA
## AAACCCACACAATGTC-1        Nd1      23320         4776
## AAACCCACACCACTGG-1        Nd1       1944          176
```
    
---   
## The Seurat object

We can also review the active assay and active cell-barcode identifiers.

``` r
Nd1T.obj@active.assay
```

```
## [1] "RNA"
```

``` r
Nd1T.obj@active.ident[1:2]
```

```
## AAACCCACACAATGTC-1 AAACCCACACCACTGG-1 
##                Nd1                Nd1 
## Levels: Nd1
```
 
---   
## The Seurat object

The get access to the assays we can pull directly from the relevent slots.

``` r
Nd1T.obj@assays$RNA$counts[1:2, 1:2]
```

```
## 2 x 2 sparse Matrix of class "dgCMatrix"
##         AAACCCACACAATGTC-1 AAACCCACACCACTGG-1
## Gm26206                  .                  .
## Xkr4                     .                  .
```
    
 
---   
## Gather QC

As with Biocondcutor we must again identify mitochondrial genes.

``` r
mito.genes <- grep("^MT", rownames(Nd1T.obj), value = T)
mito.genes[1:10]
```

```
##  [1] "MT-TrnF"    "MT-mt-Rnr1" "MT-TrnV"    "MT-mt-Rnr2" "MT-TrnL1"  
##  [6] "MT-ND1"     "MT-TrnI"    "MT-TrnQ"    "MT-TrnM"    "MT-ND2"
```

---   
## Gather QC

We can the use *PercentageFeatureSet* function to identify percent of mito reads in each cell and the *AddMetaData* function to add this to the Seurat object.

``` r
percent.mt <- PercentageFeatureSet(Nd1T.obj, features = mito.genes)
Nd1T.obj <- AddMetaData(Nd1T.obj, metadata = percent.mt, col.name = "percent.mt")
head(Nd1T.obj@meta.data)
```

```
##                    orig.ident nCount_RNA nFeature_RNA percent.mt
## AAACCCACACAATGTC-1        Nd1      23320         4776  14.399657
## AAACCCACACCACTGG-1        Nd1       1944          176  81.121399
## AAACCCACACGAGAAC-1        Nd1      76762         7564   9.710534
## AAACCCAGTGTCCGGT-1        Nd1      17440         4177  30.928899
## AAACGAAAGCCTCGTG-1        Nd1       9512         2187  29.447014
## AAACGAAAGCCTTGAT-1        Nd1      11320         3181  14.187279
```

---   
## Plot QC

We can then review QC metrics across our droplets.

``` r
VlnPlot(Nd1T.obj, features = c("nFeature_RNA", "nCount_RNA", "percent.mt"), ncol = 3)
```

```
## Warning: Default search for "data" layer in "RNA" assay yielded no results;
## utilizing "counts" layer instead.
```

![](Session2_files/figure-html/unnamed-chunk-53-1.png)

---   
## Plot QC

As well as plot QC metrics against each other.

``` r
plot1 <- FeatureScatter(Nd1T.obj, feature1 = "nCount_RNA", feature2 = "percent.mt")
plot2 <- FeatureScatter(Nd1T.obj, feature1 = "nCount_RNA", feature2 = "nFeature_RNA")
plot3 <- FeatureScatter(Nd1T.obj, feature1 = "nFeature_RNA", feature2 = "percent.mt")
plot1 + plot2 + plot3
```

![](Session2_files/figure-html/unnamed-chunk-54-1.png)
---
## Subset by QC

We use the subset function to remove low quality cells from our object.

``` r
Nd1T.obj.filt <- subset(Nd1T.obj, subset = nCount_RNA < 125000 & percent.mt < 25 &
    nFeature_RNA > 200)
Nd1T.obj.filt
```

```
## An object of class Seurat 
## 39905 features across 1676 samples within 1 assay 
## Active assay: RNA (39905 features, 0 variable features)
##  1 layer present: counts
```
---
## Normalise data

We will now normalise our data by scaling to library size and applying a log2 transformation.

``` r
Nd1T.obj.filt <- NormalizeData(Nd1T.obj.filt)
```

```
## Normalizing layer: counts
```
---
## Variable features

As with Bioc we will now identify variable features.

Here the mean-variance relationship is accounted for by applying a VST transformation.

``` r
Nd1T.obj.filt <- FindVariableFeatures(Nd1T.obj.filt, selection.method = "vst", nfeatures = 3000)
```

```
## Finding variable features for layer counts
```

``` r
top10 <- head(VariableFeatures(Nd1T.obj.filt), 10)
top10
```

```
##  [1] "Olfm4"  "Iapp"   "H2ac23" "Dmbt1"  "Ube2c"  "Asic5"  "Ifitm3" "Reg3b" 
##  [9] "Hmgb2"  "Reg3g"
```
---
## Variable features

We can then plot these features using the **VariableFeaturePlot** function.

``` r
plot1 <- VariableFeaturePlot(Nd1T.obj.filt)
plot2 <- LabelPoints(plot = plot1, points = top10, repel = TRUE)
```

```
## When using repel, set xnudge and ynudge to 0 for optimal results
```

``` r
plot2
```

```
## Warning in scale_x_log10(): log-10 transformation introduced infinite values.
```

![](Session2_files/figure-html/unnamed-chunk-58-1.png)
---
## Scaling data

In Bioconductor the scaling of data was done inside the PCA functions.

Here we apply the scaling using the **ScaleData** function.

``` r
all.genes <- rownames(Nd1T.obj.filt)
Nd1T.obj.filt <- ScaleData(Nd1T.obj.filt, features = all.genes)
```

```
## Centering and scaling data matrix
```

``` r
Nd1T.obj.filt@assays
```

```
## $RNA
## Assay (v5) data with 39905 features for 1676 cells
## Top 10 variable features:
##  Olfm4, Iapp, H2ac23, Dmbt1, Ube2c, Asic5, Ifitm3, Reg3b, Hmgb2, Reg3g 
## Layers:
##  counts, data, scale.data
```
---
## PCA

Now we have our scaled data we can apply PCA and identify how many PCs to use in downstream analysis.

``` r
Nd1T.obj.filt <- RunPCA(Nd1T.obj.filt, features = VariableFeatures(object = Nd1T.obj))
```

```
## PC_ 1 
## Positive:  Mir6236, Apoa1, Bnip5, Trpm2, Apoa4, Apob, Ada, Nts, Cyp3a11, Gm53845 
## 	   Vgf, Klf4, Col27a1, Gm57596, Rfx6, Prss30, Sst, Pmp22, Gm32584, Rasal2 
## 	   Ly6m, Nrp1, Gm50599, Slc38a11, Adgrd1, Ahnak, Slc26a4, Afp, Slc28a2, Apol7a 
## Negative:  Rps2, Rps8, Rpl12, Rpl27a, Eef1b2, Rplp0, Gvin-ps1, Rpl32, Rps15a, Rpl22 
## 	   Cps1, Rpl18a, Rpl13, Rps20, Rps16, Rpl35, Rps7, Rps28, Rpl23, Rps3 
## 	   Rpl28, Rps23, Rps4x, Rpl35a, Rps12, Rps24, Rps10, Rps27a, Nme2, Rpl30 
## PC_ 2 
## Positive:  Rbp4, Scgn, Gm11992, Ptma, Bambi, Etv1, Parm1, Cltrn, Isl1, Qpct 
## 	   Tmem176a, Kcnk16, Crp, Gm53467, Pzp, Gnai1, Rps3a1, Galnt13, Dner, Rpl6 
## 	   Rps24, Rfxap, Cpn1, Tril, Cyp2j5, Smbd1, Rpl12, Kcnj6, Agr2, Tff3 
## Negative:  Spink1, Clec2h, Mep1b, Ace2, Guca2b, Slc51a, Apoa1, Ces2e, Ggt1, Lgals3 
## 	   Alpi, Apoa4, Clca4b, Ifi27l2b, Dpep1, Mogat2, Adh6a, H2-T3, Ace, Treh 
## 	   Maf, Xdh, Cndp2, Maoa, Apol10a, Fabp2, H2-T26, Mall, Arg2, Dnase1 
## PC_ 3 
## Positive:  Rbp4, Scgn, Isl1, Gm11992, Gsto1, Cyp2j6, Etv1, Bambi, Gpd2, Ugt2b34 
## 	   S100a11, Abcc8, St3gal4, Cltrn, Fabp2, Parm1, Ghrl, Gnai1, Kcnk16, Pzp 
## 	   Galnt13, Crp, Higd1a, Kcnj6, Ano6, Acvr1c, Plcxd3, Tril, Slc41a2, Cds1 
## Negative:  Tpbg, Slc38a11, Lmx1a, Rasal2, Ccnd2, Krt19, Afp, Trpa1, Shisa2, Pla2g7 
## 	   Amigo2, Trpm2, Serpinf2, Lypd8l, Sorl1, Slc5a4b, Gm53845, Cwh43, Rpp25, Grik4 
## 	   Adh1, 9330154J02Rik, Rab3c, Lonrf1, Fabp3, Apoa5, Nars2, Slc5a9, Ptgr1, Tmem238l 
## PC_ 4 
## Positive:  Top2a, Nusap1, Gvin-ps1, Clca3b, Aurkb, Cenpf, D17H6S56E-5, Ckap2l, Hmmr, Mir6236 
## 	   H1f5, Cenpe, Hmgb2, Cdca2, Melk, Esco2, Cd200l2, Stmn1, Bub1b, Prc1 
## 	   Uhrf1, Ckap2, Ncapg, H2ac23, Cdca7, Cdca3, Slfn9, Cenpw, Ccnb2, Cenpm 
## Negative:  Tff3, Agr3, Ttr, Tmem176a, Casp6, Agr2, Uqcr11, Uqcrb, Pzp, Ppia 
## 	   Ndufa4, Glod5, D930028M14Rik, Homer2, Tle1, Cyp2j6, Cpn1, Uqcrq, Onecut3, Trf 
## 	   Atp5me, Crp, Qpct, Ndufb10, Lypd8, Cox5b, Tmed6, Cyb5a, Rpl19, Atp5mj 
## PC_ 5 
## Positive:  Agr2, Agr3, Mgll, Phgr1, Onecut3, Serpina1e, Tmsb4x, Pzp, Homer2, Klf4 
## 	   Tle1, Hspb1, Galnt13, D930028M14Rik, Cit, Crp, S100a10, Cpn1, Gm12511, Ckb 
## 	   Serpina1b, Kcnk16, Lamb3, Gm53467, Slc43a2, Slc41a2, Glod5, Cyp2j5, Fgl2, Trpm2 
## Negative:  Mrln, Scarb1, Rgs4, Phlda1, Rfx6, Rbp2, 2010204K13Rik, Fam167a, Ass1, 4933407L21Rik 
## 	   Nherf4, Trpc5, Slfn10-ps, Isl1, Plcxd3, Gamt, Th, Sfrp5, Prkg2, Fmo1 
## 	   Gm32255, Plxnc1, Cth, Pls3, Ntrk1, Gsto1, Gm54263, Acvr1c, Alpl, Prps1
```

``` r
ElbowPlot(Nd1T.obj.filt, ndims = 50)
```

![](Session2_files/figure-html/unnamed-chunk-60-1.png)
---
## UMAP

We can then create a 2D representation of our data using a UMAP .

``` r
Nd1T.obj.filt <- RunUMAP(Nd1T.obj.filt, dims = 1:30)
```

```
## Warning: The default method for RunUMAP has changed from calling Python UMAP via reticulate to the R-native UWOT using the cosine metric
## To use Python UMAP via reticulate, set umap.method to 'umap-learn' and metric to 'correlation'
## This message will be shown once per session
```

```
## 14:11:36 UMAP embedding parameters a = 0.9922 b = 1.112
```

```
## 14:11:36 Read 1676 rows and found 30 numeric columns
```

```
## 14:11:36 Using Annoy for neighbor search, n_neighbors = 30
```

```
## 14:11:36 Building Annoy index with metric = cosine, n_trees = 50
```

```
## 0%   10   20   30   40   50   60   70   80   90   100%
```

```
## [----|----|----|----|----|----|----|----|----|----|
```

```
## **************************************************|
## 14:11:36 Writing NN index file to temp file /tmp/RtmpQhrJb1/file17935da4290f
## 14:11:36 Searching Annoy index using 1 thread, search_k = 3000
## 14:11:36 Annoy recall = 100%
## 14:11:37 Commencing smooth kNN distance calibration using 1 thread with target n_neighbors = 30
## 14:11:39 Initializing from normalized Laplacian + noise (using RSpectra)
## 14:11:39 Commencing optimization for 500 epochs, with 65880 positive edges
## 14:11:41 Optimization finished
```
---
## UMAP

And we plot this using the *FeaturePlot* function overlaying the percent.mt.

``` r
FeaturePlot(Nd1T.obj.filt, reduction = "umap", features = "percent.mt")
```

![](Session2_files/figure-html/unnamed-chunk-62-1.png)
---
## Clustering

We can then perform a louvain clustering using the *FindNeighbours* and *FindClusters* functions.

The cluster labels will be stored in active.idents slots.

``` r
Nd1T.obj.filt <- FindNeighbors(Nd1T.obj.filt, dims = 1:30)
```

```
## Computing nearest neighbor graph
```

```
## Computing SNN
```

``` r
Nd1T.obj.filt <- FindClusters(Nd1T.obj.filt, resolution = 0.7)
```

```
## Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck
## 
## Number of nodes: 1676
## Number of edges: 54522
## 
## Running Louvain algorithm...
## Maximum modularity in 10 random starts: 0.8620
## Number of communities: 12
## Elapsed time: 0 seconds
```

``` r
Nd1T.obj.filt@active.ident
```

```
## AAACCCACACAATGTC-1 AAACCCACACGAGAAC-1 AAACGAAAGCCTTGAT-1 AAACGAACATGTCAGT-1 
##                  6                  5                  1                  1 
## AAACGAAGTAGACGTG-1 AAACGAAGTAGCTGTT-1 AAACGAAGTGTATACC-1 AAACGCTAGAGTTGAT-1 
##                  6                  6                  4                  2 
## AAACGCTCATCGCTCT-1 AAAGAACCAGACTCTA-1 AAAGAACCATATCGGT-1 AAAGAACCATCCTCAC-1 
##                  1                  5                  1                  6 
## AAAGAACGTACCTAAC-1 AAAGAACGTTGGACCC-1 AAAGAACTCGTGCACG-1 AAAGGATCATGTTCGA-1 
##                  4                  2                  5                  2 
## AAAGGTACAACTTGGT-1 AAAGGTACATAGGCGA-1 AAAGTCCCATGGCACC-1 AAAGTCCTCTTCGATT-1 
##                  2                  0                  5                  0 
## AAAGTGAAGATGACAT-1 AAATGGAAGTGTAGTA-1 AAATGGACATGCTGCG-1 AACAAAGGTCCGGTGT-1 
##                  2                  9                  3                  6 
## AACAAAGTCGCAATTG-1 AACAAGAGTGAGTGAC-1 AACAGGGCATGTCAGT-1 AACCAACAGCCTGTGC-1 
##                  0                  2                  8                  2 
## AACCAACAGGTCATAA-1 AACCAACGTTGCGGAA-1 AACCAACTCCTATGGA-1 AACCACAAGGTGGTTG-1 
##                  0                  1                  5                  3 
## AACCACAAGTAACCTC-1 AACCACACATCCAATG-1 AACCACAGTCCAGGTC-1 AACCACAGTCGACGCT-1 
##                  6                  5                  0                  1 
## AACCCAAAGATGAACT-1 AACCCAATCCAGCAAT-1 AACCTGACACTCTCGT-1 AACCTGAGTGCATGAG-1 
##                  8                  3                  9                  2 
## AACGAAAAGGGACTGT-1 AACGAAACAAGAAATC-1 AACGGGACACTCACTC-1 AACGGGATCTCGCTCA-1 
##                  0                  0                  0                  9 
## AACGTCAAGCGATGGT-1 AACGTCAGTGTCCACG-1 AACGTCATCTGGTCAA-1 AACTTCTTCATCACTT-1 
##                  5                  6                  8                  9 
## AAGAACAAGGGCAGAG-1 AAGACTCAGAAATTGC-1 AAGACTCAGCAGCGAT-1 AAGACTCCAACCGTGC-1 
##                  3                  1                  4                 10 
## AAGACTCCAAGTGCAG-1 AAGACTCTCCCGTAAA-1 AAGACTCTCTAAGGAA-1 AAGATAGAGGGCAATC-1 
##                  1                  9                  4                  0 
## AAGCATCCACATGTTG-1 AAGCATCTCAGATTGC-1 AAGCATCTCTCGCAGG-1 AAGCGTTAGGCCGCTT-1 
##                  2                  0                  2                  3 
## AAGCGTTAGGGCAGTT-1 AAGCGTTCATTCTTCA-1 AAGGAATAGCCTAGGA-1 AAGGTAAGTAATCAAG-1 
##                  2                  3                  0                  1 
## AAGTCGTAGGTTCAGG-1 AAGTCGTTCATCCCGT-1 AAGTCGTTCTGTTGGA-1 AAGTGAAAGCCGGATA-1 
##                  7                  0                  5                  3 
## AAGTGAACACCCTGAG-1 AAGTGAAGTTTGGCTA-1 AATCACGAGAGCGACT-1 AATCACGCAAGCGCTC-1 
##                  4                  8                  4                 11 
## AATCACGCAATGAGCG-1 AATCACGCAGACAAGC-1 AATCGACGTGCGGATA-1 AATCGACTCATCGTAG-1 
##                  0                  4                  0                  3 
## AATCGACTCTAAGGAA-1 AATGACCAGGGTGAAA-1 AATGACCCAGAGTAAT-1 AATGACCGTCTGTAGT-1 
##                  4                  1                  2                  8 
## AATGACCGTGGTCCCA-1 AATGCCACATAACTCG-1 AATGCCATCCGGCTTT-1 AATGGAAAGCGTATGG-1 
##                  9                  1                  7                  1 
## AATGGAAGTCAGTTTG-1 AATTCCTTCTCCCATG-1 AATTTCCGTCATATGC-1 ACAAAGAAGCTACTGT-1 
##                  0                  3                  3                  2 
## ACAAAGACAACTCATG-1 ACAAAGACAGATAAAC-1 ACAAAGAGTACTGCGC-1 ACAACCACAACACTAC-1 
##                  4                  5                  6                  6 
## ACAACCACAATTCGTG-1 ACAACCACACCCAACG-1 ACAACCATCAAGCCAT-1 ACAACCATCCTACAAG-1 
##                  4                  7                 11                  4 
## ACAAGCTAGCCAAGCA-1 ACAAGCTCACAGAGAC-1 ACAAGCTCACCTGATA-1 ACAAGCTCAGCGTACC-1 
##                  0                  9                  0                  0 
## ACAAGCTGTTATTCCT-1 ACAAGCTTCGGTTAGT-1 ACACAGTAGCACGTCC-1 ACACCAATCATCCTGC-1 
##                  2                  6                  8                  1 
## ACACCAATCCACCTGT-1 ACACGCGCAATAGGGC-1 ACACTGAGTGCCAAGA-1 ACAGAAACACCGAATT-1 
##                  5                  0                  0                  5 
## ACAGAAACAGAGGACT-1 ACAGCCGAGGCCGCTT-1 ACAGGGAAGAAACTGT-1 ACAGGGAGTTGAATCC-1 
##                  1                  4                 10                  9 
## ACATCCCAGCAAGCCA-1 ACATCCCAGGCTAGCA-1 ACATCCCCATCAGTGT-1 ACATGCACATCTTTCA-1 
##                  0                  1                  6                  4 
## ACATGCAGTACTGCGC-1 ACATGCAGTCCTGGGT-1 ACATGCAGTGCATACT-1 ACATTTCAGTCACTGT-1 
##                  5                  4                  1                  5 
## ACATTTCGTATTTCTC-1 ACATTTCTCCGCACTT-1 ACATTTCTCGTGTGGC-1 ACCAAACAGACCTCAT-1 
##                  5                  2                  2                  1 
## ACCAACAAGCCGCTTG-1 ACCAACAGTCGGCTAC-1 ACCACAAGTCGAAGCA-1 ACCACAAGTTTGGAAA-1 
##                  6                  0                  8                  2 
## ACCACAATCACAAGGG-1 ACCATTTAGACGACTG-1 ACCATTTAGGTACAGC-1 ACCATTTAGTCGTCTA-1 
##                  7                  1                 11                  2 
## ACCATTTGTAGTCCTA-1 ACCATTTGTATGTCCA-1 ACCATTTGTGACTGTT-1 ACCCTCATCCTCGCAT-1 
##                  7                  1                  0                  2 
## ACCTACCCAGCGTTGC-1 ACCTACCTCAAGCTTG-1 ACCTACCTCGACGACC-1 ACCTACCTCGTTTACT-1 
##                  3                  6                  3                  6 
## ACCTGAAAGCAACAGC-1 ACCTGAACAATTGCGT-1 ACCTGAAGTCTGGTTA-1 ACGATCAGTCCGTTTC-1 
##                  5                  2                  2                 10 
## ACGATGTCAAGTTCGT-1 ACGATGTCATGTGCTA-1 ACGATGTTCGAAATCC-1 ACGATGTTCTATCGCC-1 
##                  0                  2                  0                  5 
## ACGCACGCAGGTTACT-1 ACGGAAGCAAGGCCTC-1 ACGGAAGCAGGTATGG-1 ACGGGTCAGGCTGGAT-1 
##                  6                  1                  7                  3 
## ACGGGTCAGTAGCTCT-1 ACGGGTCGTCACTCAA-1 ACGGTCGAGCGCTGAA-1 ACGGTCGGTATCGATC-1 
##                  7                  0                  3                  9 
## ACGGTTAAGCGTGCCT-1 ACGGTTAAGCTCGAAG-1 ACGGTTAGTCGTAATC-1 ACGTACAAGCAGGTCA-1 
##                 10                  4                  4                  0 
## ACGTACATCGTTGTGA-1 ACGTAGTAGGGCGAGA-1 ACGTAGTCATCACAGT-1 ACGTAGTGTCCTATAG-1 
##                  2                  6                  0                  0 
## ACGTCCTAGCATCAGG-1 ACGTCCTGTGGCTACC-1 ACGTCCTGTTAAGGGC-1 ACGTTCCCACTATGTG-1 
##                  1                  4                  1                  5 
## ACTATCTGTGGAGAAA-1 ACTATGGGTTCTCGCT-1 ACTATTCTCAAACCCA-1 ACTCCCATCTAGCATG-1 
##                  3                  0                  1                  2 
## ACTCTCGGTCGTGGTC-1 ACTCTCGGTGGAGAAA-1 ACTGATGCAAATGGAT-1 ACTGCAAAGGACTGGT-1 
##                  7                  2                  5                  3 
## ACTGCAAAGGTATCTC-1 ACTGTCCCATCTGGGC-1 ACTGTCCGTCGCACGT-1 ACTGTGACACCCTAAA-1 
##                  3                  8                  0                  1 
## ACTGTGATCTAACACG-1 ACTTAGGAGCAGCGAT-1 ACTTAGGAGTGAGTTA-1 ACTTAGGCAAGTGGTG-1 
##                  2                  6                  2                  1 
## ACTTAGGGTCCAGCCA-1 ACTTATCGTATCGCTA-1 ACTTATCGTTAGAAGT-1 ACTTATCTCCTGTAGA-1 
##                  3                  5                  0                  1 
## ACTTCCGGTACTGCGC-1 ACTTCCGTCTCCCATG-1 ACTTCGCCAGGTTCAT-1 ACTTCGCGTAGAGACC-1 
##                  3                  3                  0                  4 
## ACTTTGTAGACGCTCC-1 ACTTTGTAGTAAATGC-1 ACTTTGTGTAGAATGT-1 AGAAATGGTCATCGGC-1 
##                  2                  1                  1                  3 
## AGAAATGGTTCAGGTT-1 AGAACAAAGAGTGTGC-1 AGAACAAAGGGCAATC-1 AGAACCTGTAGACGGT-1 
##                  9                  8                  1                  4 
## AGAACCTGTGCCTTTC-1 AGAACCTTCAGTCTTT-1 AGAAGTAAGAAGCGCT-1 AGAAGTACATGGGCAA-1 
##                  3                  3                  8                  6 
## AGACAAACATCGCCTT-1 AGACAAATCCCGAATA-1 AGACACTGTAACCCTA-1 AGACACTTCCTACCAC-1 
##                  5                  2                  1                  5 
## AGACAGGCATCGTGCG-1 AGACCATAGCGACCCT-1 AGACCCGTCGAACACT-1 AGACCCGTCGTTGTTT-1 
##                  4                  0                  1                  0 
## AGAGAATCAACTGGTT-1 AGAGAATTCCCGTGTT-1 AGAGAGCTCAGATGCT-1 AGAGCAGAGGTTCTTG-1 
##                  1                  2                  4                  0 
## AGAGCAGAGTTTGGCT-1 AGAGCAGCAAGGACAC-1 AGAGCAGCAGCACCCA-1 AGAGCAGGTGATGTAA-1 
##                  1                  4                 11                  8 
## AGAGCCCAGCCACAAG-1 AGATAGAAGGATGTTA-1 AGATCCAAGCCTCGTG-1 AGATCCATCAGCTTCC-1 
##                  0                  0                  0                  1 
## AGATCGTCATTGAGCT-1 AGATCGTGTAGCGAGT-1 AGATGAATCAAACGAA-1 AGATGCTAGCATCAAA-1 
##                  1                  4                  1                  1 
## AGATGCTAGGTGCAGT-1 AGATGCTAGTAGAGTT-1 AGATGCTCATGTCAGT-1 AGATGCTGTACTCGCG-1 
##                  1                  6                  5                  2 
## AGCATCAGTCCTGTTC-1 AGCCAATGTCATTCCC-1 AGCCAGCGTTAGGCTT-1 AGCGCCAAGAGGGCGA-1 
##                  2                  6                  4                  5 
## AGCGCCACATAATCGC-1 AGCGCCAGTATAGCTC-1 AGCGTATCAAATTGGA-1 AGCGTATGTTGCCATA-1 
##                  1                  5                  2                  6 
## AGCGTATTCTGGCCGA-1 AGCGTCGCATATCGGT-1 AGCTACAGTCGGATTT-1 AGCTACATCGTCAAAC-1 
##                 10                  0                  0                  0 
## AGCTCAAAGCAGATAT-1 AGCTCAAAGTCTGTAC-1 AGCTCAACACCTTCGT-1 AGCTCAATCGTTCGCT-1 
##                  1                  7                 10                  6 
## AGCTTCCAGAAGCTCG-1 AGCTTCCAGGTGCCTC-1 AGCTTCCTCAAGATAG-1 AGCTTCCTCGTGTTCC-1 
##                  4                  1                  2                 10 
## AGGAAATAGAAGCTGC-1 AGGAAATTCATTCCTA-1 AGGAATATCTGTAACG-1 AGGACGACATGGGAAC-1 
##                  8                  6                  0                  3 
## AGGACTTAGTCCTACA-1 AGGACTTCAGAGGACT-1 AGGAGGTAGGAGCAAA-1 AGGAGGTGTTATGGTC-1 
##                  0                  4                  7                  0 
## AGGATAAGTGTAGCAG-1 AGGATCTAGACGTCCC-1 AGGATCTCAACGATCT-1 AGGCCACAGTTCATCG-1 
##                  4                  1                 11                  8 
## AGGCCACCATCAGTCA-1 AGGCCACCATGGGTCC-1 AGGGCCTAGTACAACA-1 AGGGCCTAGTTGCATC-1 
##                  6                  0                  6                  3 
## AGGGCCTCAGATTAAG-1 AGGGCCTTCCGTTGAA-1 AGGGCCTTCGTAGGGA-1 AGGGCTCAGGACCCAA-1 
##                  8                  2                  0                  1 
## AGGGCTCCAGCTCCTT-1 AGGGCTCGTAGCGCCT-1 AGGGCTCTCTCGACGG-1 AGGGTCCTCGTTACCC-1 
##                  0                  6                  0                 10 
## AGGGTGAAGCATACTC-1 AGGTAGGCACGTAACT-1 AGGTAGGGTACGTACT-1 AGGTAGGGTGAGCCAA-1 
##                  0                  1                  1                  7 
## AGGTCTATCGATTTCT-1 AGGTTACGTACAGGTG-1 AGTAACCCAGACTGCC-1 AGTACCAGTCGCGTTG-1 
##                  5                  0                  2                  1 
## AGTACTGAGGGTTTCT-1 AGTACTGCACTTGACA-1 AGTACTGGTATGGTAA-1 AGTAGTCGTGAGTGAC-1 
##                  0                  8                  9                  9 
## AGTAGTCGTTGTGTTG-1 AGTCAACAGAGTGTGC-1 AGTCAACCACTAACCA-1 AGTCACAAGCGATGAC-1 
##                  3                  5                  4                 10 
## AGTCATGCAGCACAAG-1 AGTCATGTCTCCCAAC-1 AGTCTCCCATGCCGAC-1 AGTCTCCCATGGACAG-1 
##                  3                  3                  5                  9 
## AGTGATCAGGACGCTA-1 AGTTAGCGTTAGGACG-1 AGTTCCCGTTACCGTA-1 ATACCGATCCGTAGTA-1 
##                  3                  4                  1                  5 
## ATACCTTGTCGATTCA-1 ATACCTTTCTAGAGCT-1 ATACCTTTCTCCCATG-1 ATAGACCCACTCGATA-1 
##                  0                  0                  3                  4 
## ATAGACCGTCATCGCG-1 ATAGACCTCATGCCAA-1 ATAGAGACAAGAATGT-1 ATAGGCTGTAACGCGA-1 
##                  0                  0                  0                  4 
## ATAGGCTTCTAGCCAA-1 ATATCCTCAGGCGATA-1 ATCACAGCACCGTGCA-1 ATCACAGCACGATAGG-1 
##                  1                  0                  3                 11 
## ATCACGAAGGTACAAT-1 ATCACGATCGCTAGCG-1 ATCACTTAGGGTTTCT-1 ATCACTTTCCTAAGTG-1 
##                  5                  0                  0                  1 
## ATCAGGTAGGGTGGGA-1 ATCATTCAGCAGGTCA-1 ATCATTCCATAGACTC-1 ATCATTCGTGACTAAA-1 
##                 10                  2                  3                  0 
## ATCATTCGTTCGTTCC-1 ATCCACCAGAGTTCGG-1 ATCCACCCAGTGGCTC-1 ATCCACCGTCATCCCT-1 
##                  7                  4                  5                  3 
## ATCCACCGTGTGACCC-1 ATCCATTCAAGCGATG-1 ATCCATTGTGCCCGTA-1 ATCCATTTCGGCATAT-1 
##                  3                 11                  4                  2 
## ATCCCTGAGGTAAGGA-1 ATCCCTGCAGCACCCA-1 ATCCCTGCATGTGACT-1 ATCCCTGTCTGAGATC-1 
##                  6                  6                  1                  5 
## ATCCGTCCAAGCTGTT-1 ATCCGTCGTCTGTAGT-1 ATCCGTCGTCTTGGTA-1 ATCCGTCTCTGAATGC-1 
##                  7                  9                  3                  3 
## ATCCTATAGTCGGGAT-1 ATCCTATCAAGTGATA-1 ATCCTATTCGTGCATA-1 ATCGATGAGTTAACAG-1 
##                  0                  2                  1                  0 
## ATCGATGCACCAGACC-1 ATCGATGGTGGGAGAG-1 ATCGCCTCAATGTCAC-1 ATCGGATGTAGTATAG-1 
##                  0                  1                  0                  0 
## ATCGTCCCAAGACCTT-1 ATCGTCCCACCGTACG-1 ATCTCTAGTTTCGTAG-1 ATCTTCACACAATCTG-1 
##                  2                  2                  3                  3 
## ATCTTCACACGCCACA-1 ATCTTCACAGACCCGT-1 ATGAAAGCATTGCTTT-1 ATGAAAGTCAAAGAAC-1 
##                  4                  0                  0                  3 
## ATGAAAGTCAGGGTAG-1 ATGAAAGTCATCTACT-1 ATGAAAGTCTCTTAAC-1 ATGACCAAGCGCGTTC-1 
##                  2                  0                  0                  2 
## ATGACCAAGGAACTCG-1 ATGACCACAAGTGCAG-1 ATGACCACATTCACAG-1 ATGACCAGTCGTTGCG-1 
##                  5                  0                  7                  2 
## ATGACCATCCCGAACG-1 ATGAGGGGTACCTAAC-1 ATGAGTCCAAAGACGC-1 ATGAGTCTCTGTACAG-1 
##                  6                  6                  3                  0 
## ATGATCGTCAAATGAG-1 ATGCCTCAGGTGCTGA-1 ATGCCTCTCACGGGAA-1 ATGCGATTCGTTCTCG-1 
##                  1                  8                  0                 11 
## ATGGATCGTGTAGGAC-1 ATGGATCTCCATCCGT-1 ATGGGAGGTGGTGATG-1 ATGGGTTAGCAACCAG-1 
##                  0                  1                  3                  0 
## ATGGTTGGTCAACACT-1 ATGGTTGGTTATCTGG-1 ATGGTTGTCAAGCTGT-1 ATGGTTGTCCCGATCT-1 
##                  1                  5                  5                  2 
## ATGGTTGTCCGCTAGG-1 ATGTCTTCACGGTCTG-1 ATGTCTTCACTGATTG-1 ATGTCTTCATCGCTAA-1 
##                  2                  4                  6                  9 
## ATGTCTTGTCATTCCC-1 ATTACTCTCCGGCTTT-1 ATTATCCAGACATAGT-1 ATTATCCGTATCGATC-1 
##                  7                  0                  0                  0 
## ATTATCCTCCCAAGTA-1 ATTCATCAGGGTAGCT-1 ATTCCATTCCGTCCTA-1 ATTCCTATCTAGGCCG-1 
##                  0                  3                  2                  0 
## ATTCGTTCAGAGTAAT-1 ATTCGTTTCGAGAATA-1 ATTCTACAGCTCGAAG-1 ATTCTACTCACCGGGT-1 
##                  1                  0                  5                  1 
## ATTCTTGAGGCAGGGA-1 ATTCTTGTCAACCTCC-1 ATTGGGTTCGTAGGGA-1 ATTGTTCCATCGAAGG-1 
##                  8                  6                  1                  9 
## ATTGTTCGTCCACGCA-1 ATTGTTCTCACCGACG-1 ATTGTTCTCTCCATAT-1 ATTTACCAGGGCGAGA-1 
##                  5                  8                  3                  8 
## ATTTACCAGTACTGTC-1 ATTTACCGTTGCATTG-1 ATTTCACAGTCCCAGC-1 ATTTCACGTTGGTAGG-1 
##                  2                  0                  1                  5 
## ATTTCTGAGAGCACTG-1 CAAAGAAGTGCCTACG-1 CAAAGAATCGTAGTGT-1 CAACAACAGTAGAGTT-1 
##                  8                  8                  5                  5 
## CAACAACTCTTACCAT-1 CAACAGTTCTCCCATG-1 CAACCAAAGATCCAAA-1 CAACCAAAGTGCACTT-1 
##                  8                  3                  6                  7 
## CAACCTCAGTGCAACG-1 CAACCTCGTATTTCGG-1 CAACCTCGTTGTCAGT-1 CAACGATAGATTGTGA-1 
##                  7                 11                  4                  1 
## CAACGATCAACGTATC-1 CAACGATTCCACTGGG-1 CAACGATTCCCGTGAG-1 CAACGATTCCGAAGGA-1 
##                  8                  5                  1                  2 
## CAACGGCGTAACACCT-1 CAAGACTCACTGAGTT-1 CAAGAGGAGCTACAAA-1 CAAGAGGCAACACGAG-1 
##                  3                  0                  5                  0 
## CAAGAGGGTGGGACAT-1 CAAGCTAAGACGGAAA-1 CAAGCTAGTCTCCTGT-1 CAAGCTAGTGCATGTT-1 
##                  4                  1                  8                  2 
## CAAGCTATCCTTCGAC-1 CAAGGGAAGAGTTGCG-1 CAAGGGACACCGGAAA-1 CAAGGGACACGTGAGA-1 
##                  0                  7                  0                  5 
## CAAGGGAGTAAGAACT-1 CAAGGGATCTTCGTAT-1 CAATACGTCACACCCT-1 CAATCGACAATTGAAG-1 
##                  1                  4                  1                  3 
## CAATGACAGGTTGCCC-1 CAATGACCAAATAAGC-1 CAATGACCATATTCGG-1 CACAACACATGACTCA-1 
##                  8                  3                  4                  1 
## CACACAACACCCTATC-1 CACAGATTCCTAACAG-1 CACAGGCTCTGTCCGT-1 CACATGAAGAGGATGA-1 
##                  2                  4                  2                  4 
## CACATGAGTGCGTTTA-1 CACCAAAGTAATCAGA-1 CACCGTTCATTAGGCT-1 CACCGTTGTCCAGGTC-1 
##                  1                  6                  3                  1 
## CACCGTTTCACTCACC-1 CACCGTTTCTAGACCA-1 CACTGGGAGCTACTGT-1 CACTGGGGTAATGTGA-1 
##                  3                  7                  3                  4 
## CACTGTCCATTAGGAA-1 CACTTCGGTAAGTTGA-1 CACTTCGTCAGCATTG-1 CAGATACAGGAACGAA-1 
##                  8                  2                  3                  2 
## CAGATACGTAGGAGTC-1 CAGATACGTGCACATT-1 CAGATCAAGTTCACTG-1 CAGATCACAAGGTACG-1 
##                  2                  0                  1                  6 
## CAGATTGAGCGCCATC-1 CAGCAATGTGAGCAGT-1 CAGCCAGAGCTGGAGT-1 CAGCCAGCACATCCCT-1 
##                  0                  9                  2                  4 
## CAGCCAGGTTCAAGGG-1 CAGCCAGTCAGTGGGA-1 CAGCGTGAGCTTGTGT-1 CAGCGTGCACCCATAA-1 
##                  5                  7                 10                  4 
## CAGCGTGGTTGCATGT-1 CAGCGTGGTTGCTCGG-1 CAGGCCACACGAAGAC-1 CAGGCCACAGGTCAAG-1 
##                  0                 11                  1                  2 
## CAGGGCTAGAGAGCAA-1 CAGGGCTTCATTCACT-1 CAGGTATCATGGCCCA-1 CAGTGCGCACATACGT-1 
##                  4                  3                  4                  0 
## CAGTGCGGTCATTCCC-1 CAGTTAGGTAATCAGA-1 CAGTTCCCACCTGAAT-1 CAGTTCCGTGCATGTT-1 
##                  6                  2                  0                  3 
## CAGTTCCGTGTTTACG-1 CATAAGCGTATGGAAT-1 CATACAGGTTGGAGAC-1 CATACTTCAAGAGATT-1 
##                  0                  9                  4                  0 
## CATACTTGTCACCGCA-1 CATACTTGTCCCTGTT-1 CATAGACAGGGTGGGA-1 CATAGACGTAGATCGG-1 
##                 10                  3                  1                  6 
## CATAGACGTCAATGGG-1 CATCAAGCATAGATGA-1 CATCAAGTCGCTATTT-1 CATCCACAGAAGCGCT-1 
##                  0                  8                  0                  0 
## CATCCACAGCGTGCTC-1 CATCCGTGTAGGAGGG-1 CATCGCTCAGGGATAC-1 CATCGGGAGAGCAAGA-1 
##                  1                  5                 10                  9 
## CATCGGGTCTCGCGTT-1 CATCGTCAGAAGCGCT-1 CATCGTCTCCGGCAGT-1 CATGAGTAGTTCGGTT-1 
##                  0                  3                  1                  7 
## CATGAGTTCTTCCGTG-1 CATGCAATCTCGCCTA-1 CATGCCTCACTTGAGT-1 CATGCCTCAGTGGTGA-1 
##                  4                  4                  1                  3 
## CATGCCTTCATCACTT-1 CATGCGGTCTAGCAAC-1 CATGCTCGTTGTACGT-1 CATGCTCTCTGAGCAT-1 
##                  5                  4                  7                  0 
## CATGGATAGAGTCTGG-1 CATGGATAGGTAGACC-1 CATGGATCATCTTCGC-1 CATGGATGTAGATTGA-1 
##                  0                  0                  0                  1 
## CATGGATTCCAGTTCC-1 CATGGTACAAATCAAG-1 CATTCTAGTAGAATAC-1 CATTGAGTCCCGAGTG-1 
##                  2                  7                  1                  6 
## CATTGCCCAGATGCGA-1 CATTGTTAGCTTTGTG-1 CATTGTTGTTGCTAGT-1 CATTTCAGTAATGATG-1 
##                  0                  2                  5                  4 
## CATTTCAGTCGAAGCA-1 CCAAGCGGTAGCCCTG-1 CCAATGAAGATGCGAC-1 CCAATGAAGGAACTAT-1 
##                  4                  3                  5                 10 
## CCAATGATCTGCTGAA-1 CCAATTTGTGTCGCTG-1 CCACAAACATGCGGTC-1 CCACACTGTATCGAGG-1 
##                  1                  7                  7                  1 
## CCACCATAGAATTTGG-1 CCACCATAGTATAACG-1 CCACGAGTCGCCTATC-1 CCACGAGTCTTAGCCC-1 
##                  6                  0                  2                  5 
## CCACGTTTCCATCAGA-1 CCACGTTTCTATCCAT-1 CCACTTGAGGGTACAC-1 CCACTTGTCACTAGCA-1 
##                  0                  0                  1                  1 
## CCACTTGTCTGAGATC-1 CCATCACCAACCGATT-1 CCCAACTTCCCGAAAT-1 CCCGAAGAGACAACAT-1 
##                  1                  1                  0                  2 
## CCCGAAGAGTGAGTGC-1 CCCGAAGTCCGATGCG-1 CCCGGAACAACTAGAA-1 CCCGGAACATGTGGTT-1 
##                  4                 10                  3                  1 
## CCCTAACAGGATCACG-1 CCCTAACCACAGTCAT-1 CCCTAACCATTAAAGG-1 CCCTAACGTGTTCAGT-1 
##                  2                  1                  9                  7 
## CCCTAACTCATCTACT-1 CCCTAACTCTGCGGAC-1 CCCTCAAGTGACACGA-1 CCCTCAATCCCATAAG-1 
##                  7                  6                  8                  2 
## CCCTCAATCCCTTCCC-1 CCCTCTCGTGAGATAT-1 CCCTTAGGTCTCTCTG-1 CCCTTAGTCATGGCCG-1 
##                  5                 10                  3                  0 
## CCCTTAGTCGTTCATT-1 CCGAACGGTAAGCTCT-1 CCGATCTCACGCGTCA-1 CCGATCTTCAGAGTTC-1 
##                  7                  0                  3                  4 
## CCGATGGGTTGGGCCT-1 CCGATGGTCCGGGACT-1 CCGCAAGCAGACCTGC-1 CCGCAAGGTGTTGATC-1 
##                  5                  4                  3                  3 
## CCGGACAAGGTTTGAA-1 CCGGGTAAGTGTAGAT-1 CCGGTGAAGGCCACCT-1 CCGGTGACACAACCGC-1 
##                  9                  9                  3                  7 
## CCGGTGAGTCAAAGAT-1 CCGTGAGAGATTACCC-1 CCGTGAGCAAGCCTGC-1 CCGTGAGCATCCGCGA-1 
##                  2                  7                  1                  2 
## CCGTTCATCAGATTGC-1 CCTAACCTCACTACGA-1 CCTAAGAAGAGGTCGT-1 CCTAAGACAGTAGGAC-1 
##                  2                  2                  8                  1 
## CCTAAGACAGTGTGGA-1 CCTAAGACATGGCCCA-1 CCTAAGAGTATTTCCT-1 CCTACGTAGCGAGGAG-1 
##                  2                  2                  9                  0 
## CCTACGTAGTGGCCTC-1 CCTACGTCACGCGTCA-1 CCTACGTTCAAACTGC-1 CCTATCGAGTATTGCC-1 
##                  2                  2                  0                  1 
## CCTATCGCAGTTGAAA-1 CCTCAACAGATTGGGC-1 CCTCAACTCGCACGAC-1 CCTCAACTCTCTGCTG-1 
##                  7                  0                  5                  0 
## CCTCAGTCATCCTATT-1 CCTCAGTCATCGGATT-1 CCTCAGTCATGGGAAC-1 CCTCATGCACTTCATT-1 
##                  2                  5                  4                  1 
## CCTCATGTCGTTCCCA-1 CCTCCAACAAGCTCTA-1 CCTCCAACACTGCACG-1 CCTCCAAGTGCCTGCA-1 
##                  5                 11                  0                  0 
## CCTCCTCTCACTTGTT-1 CCTCCTCTCATCCTAT-1 CCTCTAGAGAGCCATG-1 CCTCTAGCATGCAGGA-1 
##                  0                 10                  0                  8 
## CCTCTCCGTGACCGTC-1 CCTCTCCTCGTGGGAA-1 CCTGCATAGCTAAACA-1 CCTGCATCAGTCGTTA-1 
##                  1                  5                  1                  1 
## CCTGCATGTCAGACGA-1 CCTGCATTCGATTCCC-1 CCTGCATTCTCCAATT-1 CCTTCAGCAGCTACTA-1 
##                 10                  3                  2                  6 
## CCTTGTGAGCGTGCTC-1 CCTTGTGCAAGCAGGT-1 CCTTGTGCAGATCATC-1 CCTTGTGGTCGCATGC-1 
##                  9                  5                  0                  1 
## CCTTGTGTCACCTGGG-1 CCTTGTGTCCACGTCT-1 CCTTGTGTCGTTCCTG-1 CCTTTGGAGAGCAGCT-1 
##                  3                  6                  0                  0 
## CCTTTGGAGGGCTTCC-1 CCTTTGGGTCACAGTT-1 CCTTTGGTCAGCTTCC-1 CGAAGGAAGGATATAC-1 
##                  7                  2                  0                  1 
## CGAAGGATCGAATGCT-1 CGAATTGAGTGCTCAT-1 CGAATTGCATTCTCTA-1 CGAGAAGGTGACAGCA-1 
##                  6                  7                  6                  0 
## CGAGGAAAGGCAGGTT-1 CGAGGAAGTAGTGCGA-1 CGAGGCTGTCCGTACG-1 CGAGTGCAGCGCTTCG-1 
##                  0                  0                  2                  3 
## CGAGTGCCAACTAGAA-1 CGAGTGCGTTCGGTTA-1 CGAGTTAAGCGACCCT-1 CGAGTTAAGCGCACAA-1 
##                  2                  2                  9                  2 
## CGAGTTAGTGTGTCCG-1 CGAGTTATCATGCCCT-1 CGAGTTATCTGTCGTC-1 CGATCGGAGATGCGAC-1 
##                  1                  1                  6                  8 
## CGATCGGTCCCTCAAC-1 CGATCGGTCGGACTTA-1 CGATGCGTCTTAGCAG-1 CGATGGCAGGTCTACT-1 
##                  3                  0                  2                  3 
## CGATGGCCACTGGCGT-1 CGCAGGTCACTGGCGT-1 CGCATAAGTTCTCCCA-1 CGCATAATCTCCCATG-1 
##                  3                  1                  6                  3 
## CGCATGGAGATGTTAG-1 CGCATGGAGCCTAGGA-1 CGCCAGATCGGTGAAG-1 CGCCATTGTTGGATCT-1 
##                  5                  8                  0                  4 
## CGGAACCCAGGCTTGC-1 CGGAACCGTGAGTAAT-1 CGGAACCTCTTAATCC-1 CGGAATTTCTCCTACG-1 
##                  5                  6                  2                  3 
## CGGAGAAAGCGCCTTG-1 CGGAGAACAGGACATG-1 CGGGACTTCAAATAGG-1 CGGGCATCACCACATA-1 
##                  2                  0                  0                  0 
## CGGGTCATCGTTCTCG-1 CGGGTGTAGTTGAATG-1 CGGTCAGAGTCGGCAA-1 CGGTCAGCAGAGCGTA-1 
##                  4                  0                  4                 10 
## CGGTCAGTCATGGCCG-1 CGTAAGTTCAATCTTC-1 CGTAATGGTTAGGCCC-1 CGTAATGTCGGCATCG-1 
##                 10                  6                  4                  3 
## CGTAGTACAGTTAGGG-1 CGTCAAACAGTCAACT-1 CGTCAAAGTCATAGTC-1 CGTCCATAGAACCGCA-1 
##                  0                  3                  1                 10 
## CGTCCATAGGCATGCA-1 CGTCCATAGTCAGCCC-1 CGTCCATTCACTACGA-1 CGTGAATGTCCATACA-1 
##                  3                  2                  1                  5 
## CGTGCTTCACTGGAAG-1 CGTGCTTGTGTCCACG-1 CGTGCTTGTTGGCTAT-1 CGTGTCTCAAAGCTAA-1 
##                  0                  1                  8                  0 
## CGTGTCTCAGGTGGAT-1 CGTGTCTCATCTCAAG-1 CGTGTCTGTCACAATC-1 CGTGTCTTCGGCTTGG-1 
##                  0                  6                  0                  7 
## CGTTAGATCGAGTCTA-1 CGTTCTGCAGAGTTGG-1 CGTTCTGGTCAGTCCG-1 CGTTCTGGTGGCTCTG-1 
##                  5                  8                  5                  1 
## CGTTGGGAGCCGATCC-1 CGTTGGGGTGACCTGC-1 CGTTGGGTCAGATTGC-1 CTAACCCAGTCATTGC-1 
##                  2                  9                  3                  6 
## CTAACCCCACGTTGGC-1 CTAACTTAGGGAACAA-1 CTAACTTAGGTATAGT-1 CTAAGTGAGGTAGCAC-1 
##                  1                  3                  4                  1 
## CTAAGTGCAGCGCTTG-1 CTAAGTGGTCATGCAT-1 CTAAGTGGTCCTGTTC-1 CTAAGTGGTGGCAACA-1 
##                  5                  9                  3                  0 
## CTAAGTGTCGCCAACG-1 CTAAGTGTCGTTGTTT-1 CTACAGAAGTAAGACT-1 CTACAGAGTCTACACA-1 
##                  8                  0                  7                  3 
## CTACAGATCAGCACCG-1 CTACATTTCTCTAAGG-1 CTACCTGAGTTGGGAC-1 CTACGGGCAACCGTGC-1 
##                  0                  2                  1                  3 
## CTACGGGCATGGACAG-1 CTAGACACATCCTTCG-1 CTAGGTAAGTGAGTTA-1 CTAGGTAGTGATTAGA-1 
##                  1                  2                  2                  1 
## CTATAGGCAGCACAGA-1 CTATAGGGTCAGCGTC-1 CTATAGGGTCCCACGA-1 CTATAGGGTTTCGACA-1 
##                  0                  1                  0                  3 
## CTATCCGTCGTCTAAG-1 CTCAAGATCAAGCTGT-1 CTCAATTAGATAGCAT-1 CTCAATTGTAGACTGG-1 
##                  4                  0                  5                  0 
## CTCAATTTCGTTCTGC-1 CTCACTGCAGTCTTCC-1 CTCACTGTCATCGCTC-1 CTCACTGTCTGACGCG-1 
##                  0                  0                  0                  3 
## CTCAGAAGTAATGCTC-1 CTCAGAATCCGTTGGG-1 CTCAGGGAGATAGCAT-1 CTCAGGGGTACCCAGC-1 
##                  7                  3                  3                  5 
## CTCAGTCCAACCGCTG-1 CTCATCGCAACATACC-1 CTCATCGCAGCAGTGA-1 CTCATCGGTCGTGCCA-1 
##                  1                  5                  0                  0 
## CTCATCGGTTGAATCC-1 CTCATGCGTTAATCGC-1 CTCATTAAGTTTGTCG-1 CTCATTACAACCACGC-1 
##                  0                  0                  0                  7 
## CTCATTAGTTCATCTT-1 CTCATTATCAGTAGGG-1 CTCATTATCGGCATTA-1 CTCCAACCACACCTAA-1 
##                  1                  3                  0                  1 
## CTCCACATCTCCCATG-1 CTCCATGAGCGTGAAC-1 CTCCCAAGTACTAACC-1 CTCCCAATCTTCGGTC-1 
##                  3                  3                  0                  3 
## CTCCCTCAGATCCGAG-1 CTCCCTCCAACTTCTT-1 CTCCCTCCATCTCAAG-1 CTCCGATAGTACCATC-1 
##                  0                  1                  2                  7 
## CTCCGATGTAGGGAGG-1 CTCCTCCAGGTTAAAC-1 CTCCTCCCATGACGAG-1 CTCCTTTAGCACCGTC-1 
##                 11                  0                  1                  0 
## CTCCTTTCACGGCGTT-1 CTCCTTTGTTTACCTT-1 CTCCTTTTCCTACGGG-1 CTCGAGGCACGTGTGC-1 
##                  5                  2                  7                  0 
## CTCGAGGGTCGCAGTC-1 CTCTCAGAGTTTGCTG-1 CTCTCGACAGAACTTC-1 CTCTCGAGTCGTGATT-1 
##                  1                  0                  4                  0 
## CTCTCGAGTGACTAAA-1 CTCTGGTAGCCAGAGT-1 CTCTGGTCAGAAACCG-1 CTCTGGTGTGCGTTTA-1 
##                  2                  1                  3                  2 
## CTCTGGTTCGATGCAT-1 CTGAATGCACGACCTG-1 CTGAATGCACGCAAAG-1 CTGAGGCGTGTTCGTA-1 
##                  0                  0                  0                  0 
## CTGCAGGAGTCTGCAT-1 CTGCAGGGTATGTCAC-1 CTGCATCAGACATAGT-1 CTGCATCTCCCTCTTT-1 
##                  3                  2                  4                  3 
## CTGCCATCACGTCATA-1 CTGCCATGTGTCTTAG-1 CTGCCTAAGCTCATAC-1 CTGCCTAAGTTGAAAC-1 
##                  3                  5                  7                  2 
## CTGCCTACAGGTCAAG-1 CTGCCTATCTCATAGG-1 CTGCGAGAGGGCCTCT-1 CTGCGAGAGGTCACTT-1 
##                  1                  4                 11                  0 
## CTGCGAGAGTGGAAAG-1 CTGGACGAGTCTCGTA-1 CTGGCAGGTAGCACGA-1 CTGGCAGTCTCCCATG-1 
##                  1                  3                  0                  3 
## CTGGTCTTCCCAGGCA-1 CTGTACCAGCGCGTTC-1 CTGTACCGTTTCTTAC-1 CTGTAGAAGCACTCCG-1 
##                  9                  0                  0                  8 
## CTGTAGAAGGTAGACC-1 CTGTAGAAGGTGCATG-1 CTGTATTCATTCACCC-1 CTGTCGTCAAGAGTAT-1 
##                  5                  0                  1                  8 
## CTGTCGTCATATGCGT-1 CTGTCGTGTTGCGGCT-1 CTGTCGTGTTTGACAC-1 CTGTGAAAGGAGTATT-1 
##                  0                  0                  0                 11 
## CTGTGAATCTGGCTGG-1 CTGTGGGTCACCGCTT-1 CTTACCGCAAGACCGA-1 CTTACCGCATACATCG-1 
##                 11                  7                  6                  4 
## CTTAGGAAGTGGCCTC-1 CTTAGGAGTATACGGG-1 CTTAGGAGTCATCCGG-1 CTTAGGATCCCATAAG-1 
##                 10                  4                  9                  5 
## CTTCCGAAGCGGACAT-1 CTTCCTTAGCCAAGGT-1 CTTCCTTTCAGCATTG-1 CTTCGGTAGACCCGCT-1 
##                  5                  3                  3                  1 
## CTTCGGTCAGCTGTCG-1 CTTCGGTTCCCTTGTG-1 CTTCTAAAGGCTGTAG-1 CTTCTAATCACCCTGT-1 
##                  0                  1                  1                  1 
## CTTCTAATCGACTCCT-1 CTTCTCTAGTAGCATA-1 CTTCTCTGTAAGTAGT-1 CTTCTCTTCATGGCCG-1 
##                  5                  7                  3                  4 
## CTTGATTAGAGGCGTT-1 CTTGATTGTGCGCTCA-1 CTTTCAAGTCTGTCAA-1 GAAACCTAGAGAGAAC-1 
##                  0                  0                  2                 10 
## GAAACCTGTGTTGACT-1 GAAACCTTCAGGCGAA-1 GAAACCTTCGCAATTG-1 GAAATGAGTGCCTGAC-1 
##                  6                  2                  0                  4 
## GAAATGAGTTAGGCCC-1 GAACACTAGTGCCTCG-1 GAACACTCAGCTGTTA-1 GAACGTTAGGGATCGT-1 
##                  6                  0                  2                  4 
## GAACGTTGTCGCATTA-1 GAACTGTAGACTCCGC-1 GAACTGTCAATAGTGA-1 GAACTGTGTGTGAATA-1 
##                 11                  2                  2                  0 
## GAAGAATTCGGATAAA-1 GAAGCCCGTGACTAAA-1 GAAGCCCTCCGAACGC-1 GAAGCGAAGGTTCTTG-1 
##                  4                  1                  4                  1 
## GAAGCGAGTACTGCGC-1 GAAGGACCATGTGGTT-1 GAAGTAACATTACGGT-1 GAAGTAAGTCTGTAGT-1 
##                  3                  0                  1                  3 
## GAATAGAGTGGAATGC-1 GAATCACCAACAGCTT-1 GAATCACCATGACTCA-1 GAATCGTAGAACTGAT-1 
##                  0                  7                  0                  4 
## GAATCGTTCCGTCACT-1 GACACGCCAGCATGCC-1 GACACGCCATTGACAC-1 GACAGCCGTGTTCATG-1 
##                  0                  3                  0                  1 
## GACATCATCCAACCGG-1 GACCAATAGTAAACAC-1 GACCAATCACCCTAAA-1 GACCAATTCGCACTCT-1 
##                  3                  0                  3                  0 
## GACCCAGAGTTCCGTA-1 GACCCAGTCGTACACA-1 GACCGTGGTAGATTGA-1 GACCGTGGTAGCTGTT-1 
##                  0                  5                  2                  2 
## GACCGTGTCAGTCATG-1 GACCGTGTCTACCTTA-1 GACGCTGGTGGTTCTA-1 GACGCTGGTTCGTGCG-1 
##                  4                  3                  0                  4 
## GACGTTAAGCTGAGCA-1 GACTATGCAACAGCTT-1 GACTATGCACAACGAG-1 GACTATGCACAGCCTG-1 
##                  8                  3                  1                  0 
## GACTCTCGTAGAGTTA-1 GAGAAATCAGCGATTT-1 GAGAAATTCCAAACCA-1 GAGACCCGTACAGTTC-1 
##                  0                 10                  0                  1 
## GAGAGGTCAGGCGTTC-1 GAGATGGTCGCCGATG-1 GAGCCTGTCGCCTATC-1 GAGCTGCCACTAGGCC-1 
##                  1                  2                  1                  8 
## GAGCTGCTCCGTGCGA-1 GAGGCAACAAGTGGCA-1 GAGGCAACATCCTATT-1 GAGGCCTTCCGCAACG-1 
##                  3                  0                  1                  3 
## GAGGGATAGGTGATAT-1 GAGGGATCACTGGATT-1 GAGGGATGTCTAACTG-1 GAGGGTACATGGATCT-1 
##                  1                  9                  2                  6 
## GAGGGTAGTGTTGACT-1 GAGGGTAGTTAGGGAC-1 GAGTCTACAGCGCTTG-1 GAGTGAGGTGGCACTC-1 
##                  3                  5                  2                  5 
## GAGTGAGTCTTACGGA-1 GAGTGTTTCATTGCCC-1 GAGTGTTTCATTGCGA-1 GAGTTACTCATACGAC-1 
##                  1                  0                  9                  9 
## GAGTTACTCGTAGGAG-1 GAGTTGTAGGCTCACC-1 GAGTTGTCAAGTATAG-1 GAGTTGTCACCCAACG-1 
##                  8                  2                  3                  5 
## GAGTTGTGTCTGCATA-1 GAGTTGTTCGCCGAAC-1 GAGTTTGCACAATGAA-1 GAGTTTGGTAGTCGGA-1 
##                  6                  2                  0                  0 
## GAGTTTGTCGACATCA-1 GATAGAAGTAGAGGAA-1 GATCACATCCTCAGGG-1 GATCACATCTGAACGT-1 
##                  8                  9                  9                 10 
## GATCAGTCATCACGGC-1 GATCCCTAGTCACTCA-1 GATCCCTCAATCAAGA-1 GATCGTAAGTAGCCAG-1 
##                  4                  3                  2                  3 
## GATCGTATCTAATTCC-1 GATGAGGCACAAGGTG-1 GATGAGGGTAATCAGA-1 GATGAGGTCATGTCTT-1 
##                  4                  1                  7                  4 
## GATGAGGTCTGAGTCA-1 GATGATCCATATCTCT-1 GATGATCGTTAGGAGC-1 GATGATCTCTCCCATG-1 
##                  2                  2                  2                  3 
## GATGCTAAGAAGCGAA-1 GATGCTAGTCTCGGGT-1 GATGCTATCGCTGTCT-1 GATGGAGCACAACGCC-1 
##                  8                  5                  4                  9 
## GATGGAGTCGTTAGAC-1 GATGTTGCACGATTCA-1 GATTCGACAGGCGAAT-1 GATTCGATCCCTGGTT-1 
##                  7                  0                  0                  4 
## GATTCGATCTTACCAT-1 GATTCTTGTTAGCTAC-1 GATTCTTTCCGAGTGC-1 GATTCTTTCCTTCACG-1 
##                  3                  7                  5                  1 
## GATTGGTGTAGTTCCA-1 GATTGGTTCTCCCTAG-1 GATTTCTAGTCGAAAT-1 GATTTCTCAATAGAGT-1 
##                  1                 11                  5                  7 
## GATTTCTTCCCATGGG-1 GCAACATAGGTAAAGG-1 GCAACATCAAATAGCA-1 GCACATATCCAGTTCC-1 
##                  3                  0                  2                  0 
## GCACGGTCACGAAAGC-1 GCACGGTCAGGAGACT-1 GCACGTGCAAGTGCTT-1 GCACGTGTCTCTGACC-1 
##                  1                  4                  0                  8 
## GCACGTGTCTGTCTCG-1 GCACGTGTCTTGGATG-1 GCACTAAGTCGTCTCT-1 GCACTAAGTGTGCTTA-1 
##                  2                  3                  5                  5 
## GCACTAAGTTCGGTAT-1 GCAGCCAAGTCGAAAT-1 GCAGCCACAGCCCAGT-1 GCAGCTGCAGCGAACA-1 
##                  0                  8                  0                  1 
## GCAGCTGGTGCCCAGT-1 GCAGGCTGTCGGCCTA-1 GCAGGCTGTTAGAAAC-1 GCAGTTATCTGCACCT-1 
##                  1                  3                  4                  5 
## GCATCGGAGCTAGAAT-1 GCATCGGCAGTAGGAC-1 GCATCGGGTAACATGA-1 GCATCGGTCAGGAAAT-1 
##                 10                  5                  3                  8 
## GCATCGGTCTGCGAGC-1 GCATCTCCATCTATCT-1 GCATCTCGTCTACAAC-1 GCATGATCATTACTCT-1 
##                  0                  2                  1                  1 
## GCATGATGTACATACC-1 GCATTAGCAAGACGAC-1 GCATTAGGTCTGGTTA-1 GCATTAGTCGGCATAT-1 
##                  0                  6                  5                  0 
## GCCAACGTCTCTCGCA-1 GCCAGGTGTTTCCAAG-1 GCCAGTGAGGCACTAG-1 GCCAGTGAGTGCCTCG-1 
##                 10                  4                 11                  3 
## GCCATTCAGATGACCG-1 GCCATTCCAACAGAGC-1 GCCATTCCATTCAGGT-1 GCCATTCTCAGGCGAA-1 
##                  4                  8                  1                  0 
## GCCCAGAAGCGGGTAT-1 GCCCAGAGTGCTTATG-1 GCCCAGATCAGGGTAG-1 GCCCAGATCCTGTAGA-1 
##                  0                  2                  1                  1 
## GCCCGAACATACCACA-1 GCCCGAAGTTGTGCCG-1 GCCCGAATCTATTTCG-1 GCCGTGATCCACGTCT-1 
##                  9                  1                  2                  6 
## GCCTGTTCACGGAAGT-1 GCGAGAATCCCTTGTG-1 GCGGAAACATGGGTCC-1 GCGGAAATCAGACCTA-1 
##                  4                  1                  7                  2 
## GCGGATCTCTCCCATG-1 GCGGATCTCTGCACCT-1 GCGTGCAAGCCAAGGT-1 GCGTGCATCAACGCTA-1 
##                  3                  6                  5                  0 
## GCGTTTCGTGGTAATA-1 GCTACAAAGAACTGAT-1 GCTACCTCAAGTATAG-1 GCTACCTCATCGATCA-1 
##                  8                  6                  0                  2 
## GCTACCTTCCCTCATG-1 GCTCAAATCACACCCT-1 GCTCAAATCAGTGTTG-1 GCTCAAATCCGTGGTG-1 
##                  6                  3                  3                  1 
## GCTGAATAGATTAGTG-1 GCTGAATGTAGTTACC-1 GCTGCAGCATCATCCC-1 GCTGCAGGTCTTGTCC-1 
##                  3                 10                  6                  5 
## GCTGCAGTCCCAGGAC-1 GCTGGGTGTCAACGCC-1 GCTGGGTTCAGTGTGT-1 GCTTCACAGCTTAAGA-1 
##                  3                  0                  4                  5 
## GCTTCACCATTGTGCA-1 GCTTGGGGTATAGGGC-1 GCTTGGGGTCTAACGT-1 GCTTGGGGTGATGAAT-1 
##                  8                  3                  0                  2 
## GCTTTCGGTCATCCGG-1 GGAAGTGAGCTGAGCA-1 GGAAGTGAGGGACTGT-1 GGAAGTGCATGGGAAC-1 
##                  3                  7                  4                  3 
## GGAAGTGGTAGAGCTG-1 GGAATCTGTCATCGGC-1 GGAATGGAGATCACCT-1 GGAATGGAGGATACCG-1 
##                  2                  9                  8                  6 
## GGAATGGAGTCGCCCA-1 GGACGTCCACAACGAG-1 GGACGTCCACTTGGCG-1 GGACGTCTCTTGGTGA-1 
##                  4                  4                  0                  1 
## GGAGAACCAAGAGTGC-1 GGAGATGTCCTCTAGC-1 GGAGCAAAGCCTGTCG-1 GGAGGATAGGGCAACT-1 
##                  8                  0                  7                  1 
## GGAGGATCAGGTCTCG-1 GGAGGTAGTTGCAAGG-1 GGAGGTATCAAGAGGC-1 GGATCTATCGGTTGTA-1 
##                  3                  1                  0                  3 
## GGATGTTAGCGGACAT-1 GGATGTTGTGCCGTTG-1 GGATGTTTCAGGTGTT-1 GGCACGTAGCACAAAT-1 
##                  4                  4                  0                  1 
## GGCACGTAGGATCACG-1 GGCACGTCAGTCTGGC-1 GGCACGTTCGCAGTGC-1 GGCTGTGTCTTAAGGC-1 
##                  2                  1                  4                  9 
## GGCTTGGAGATAGTCA-1 GGCTTGGAGGCATCAG-1 GGCTTGGAGTAACCTC-1 GGCTTGGCATCGCTCT-1 
##                  4                  6                  0                  6 
## GGCTTGGGTGTCATGT-1 GGCTTTCAGAAGGCTC-1 GGGAAGTGTTGCACGC-1 GGGACCTAGTTTGCTG-1 
##                  1                 10                  1                  0 
## GGGACCTGTGAGATCG-1 GGGACCTTCCTGGGAC-1 GGGACTCGTTAAGGGC-1 GGGAGATCACAATGTC-1 
##                  0                 11                  5                  6 
## GGGAGATGTGGCTCTG-1 GGGAGATTCAGGGTAG-1 GGGAGATTCAGTGTTG-1 GGGATCCAGGTTAAAC-1 
##                  0                  6                  4                  2 
## GGGATGAGTGGATCGA-1 GGGCCATGTCTTGCGG-1 GGGCGTTAGATCCGAG-1 GGGCGTTGTACAGTCT-1 
##                  6                  0                  4                  1 
## GGGCGTTGTTTACCAG-1 GGGCTACTCGTGCAGC-1 GGGCTCACACTGTGTA-1 GGGCTCACAGAGTGAC-1 
##                  6                  0                  3                  9 
## GGGTAGACATTGCCTC-1 GGGTATTCACTCCTGT-1 GGGTATTGTATCACCA-1 GGGTATTGTGTATCCA-1 
##                  1                  5                  0                  6 
## GGGTCACGTAACGATA-1 GGGTCACGTGCGTCGT-1 GGGTCTGAGCTAGAAT-1 GGGTGTCAGTAGACCG-1 
##                  4                  5                  5                  4 
## GGGTGTCGTGCAGGAT-1 GGGTTATCAGACCTAT-1 GGGTTATTCCTGTAGA-1 GGGTTTATCATGGTAC-1 
##                  1                  5                  4                  7 
## GGTAACTAGAGCCGTA-1 GGTAACTCAACGCATT-1 GGTAACTCAATCAAGA-1 GGTAATCCAGAACCGA-1 
##                  1                  0                  5                  3 
## GGTAATCCAGGCTATT-1 GGTAATCGTTGCATTG-1 GGTAATCGTTTACACG-1 GGTAGAGCAACGGTAG-1 
##                  5                  1                  0                  6 
## GGTCACGAGCGATGGT-1 GGTCACGGTGGACAGT-1 GGTCACGTCATCCCGT-1 GGTCACGTCGGACTGC-1 
##                  7                  0                  5                  3 
## GGTGATTAGCCATGCC-1 GGTGTTATCCATGATG-1 GGTTAACCACGCACCA-1 GGTTAACTCGTGTTCC-1 
##                  2                  0                  1                  0 
## GGTTCTCCAAGGCGTA-1 GTAACACAGACGAGCT-1 GTAACACAGCATTTGC-1 GTAACACAGTTTGAGA-1 
##                  4                 10                  1                  8 
## GTAACCATCTTCCTAA-1 GTAAGTCCACCTGCAG-1 GTAAGTCCAGCTGCCA-1 GTAAGTCTCAGCATTG-1 
##                  0                  1                  4                  4 
## GTAATGCAGTCTCGTA-1 GTAATGCCACAGCTTA-1 GTAATGCTCAAAGGTA-1 GTAATGCTCTCAATCT-1 
##                 10                  0                  0                  0 
## GTACAACCAGGCACAA-1 GTACAGTCAGCAGACA-1 GTACAGTTCAATCCGA-1 GTACAGTTCGAGCTGC-1 
##                  0                  0                  1                  1 
## GTAGAGGAGTCATAGA-1 GTAGGAGAGTGCTCAT-1 GTAGGAGGTACGAGTG-1 GTAGGAGGTGAACGGT-1 
##                  2                  5                  4                  2 
## GTAGGAGTCGTAGGAG-1 GTAGTACAGCGTTCAT-1 GTAGTACTCTGGTTGA-1 GTATTTCGTAGTCCTA-1 
##                  6                  3                  2                  2 
## GTCAAACAGCATCAGG-1 GTCAAGTCACTTGTCC-1 GTCAAGTCATGTGCCG-1 GTCAAGTTCAAAGACA-1 
##                  0                  1                  0                  0 
## GTCACGGAGATCCCAT-1 GTCACTCAGAGCAAGA-1 GTCACTCAGGGTTAGC-1 GTCACTCCAGAGTGTG-1 
##                  1                  4                  0                  2 
## GTCAGCGTCAGCTGAT-1 GTCATCCTCGTGGTAT-1 GTCATGAAGAGCAAGA-1 GTCATGAAGTCGGCAA-1 
##                  4                  0                  5                  1 
## GTCATGACACTCTGCT-1 GTCATGAGTTAGGCCC-1 GTCCACTCACTGGAAG-1 GTCCTCACACAACCGC-1 
##                  4                  0                  2                  0 
## GTCCTCATCTACACAG-1 GTCGAATAGGGTTAGC-1 GTCGAATCACTTGGGC-1 GTCGAATGTGGAAATT-1 
##                 11                  7                  2                  9 
## GTCGAATTCATTACGG-1 GTCGCGATCCGACATA-1 GTCGTAAAGGTCGCCT-1 GTCGTAAGTGCAGGAT-1 
##                  2                  9                  0                  2 
## GTCTACCAGTTGCGCC-1 GTCTACCGTTTACACG-1 GTCTACCTCAGTCATG-1 GTCTACCTCTACCCAC-1 
##                  2                  5                  4                  2 
## GTCTAGATCATCACTT-1 GTCTCACCATGCCATA-1 GTCTCACGTCACAGTT-1 GTCTTTAAGGCTAGCA-1 
##                  1                 11                  1                  6 
## GTCTTTACACAGAAGC-1 GTGAGCCAGTGGGAAA-1 GTGAGCCGTCGCATTA-1 GTGAGGAGTTTGTTGG-1 
##                  0                  7                  3                  1 
## GTGAGGATCAACCTCC-1 GTGAGGATCGCTTGCT-1 GTGAGTTGTCATCGGC-1 GTGATGTAGACCAAGC-1 
##                  0                  3                  0                  8 
## GTGATGTTCGACATTG-1 GTGCACGCACCGTGAC-1 GTGCGTGAGCTCCCTT-1 GTGCGTGTCCTAACAG-1 
##                  1                  8                  0                  0 
## GTGCTGGTCTCAAAGC-1 GTGCTTCCACGGGTAA-1 GTGCTTCGTGCATACT-1 GTGCTTCTCCGATAAC-1 
##                  0                  4                  1                  0 
## GTGGCGTGTCATACCA-1 GTGGGAAGTCTTGCGG-1 GTGGTTATCGTGTGGC-1 GTGTAACGTGCCAAGA-1 
##                  4                  0                  3                  3 
## GTGTAACGTTATGTCG-1 GTGTAACTCTGGTGGC-1 GTGTCCTAGAGATGCC-1 GTGTGATAGACATCCT-1 
##                  0                  0                  4                  6 
## GTGTGATCACGGATCC-1 GTGTGGCCATACAGAA-1 GTGTGGCCATATCTCT-1 GTGTGGCGTCCTCCTA-1 
##                  8                  7                  3                  0 
## GTGTTAGCACAATTCG-1 GTGTTAGCACGTAGTT-1 GTGTTAGCAGAAATCA-1 GTGTTAGCATGTCAGT-1 
##                  4                  2                  0                  8 
## GTGTTAGTCGGACTTA-1 GTGTTCCAGTAGCAAT-1 GTGTTCCGTCCGGTCA-1 GTGTTCCTCCGCCTAT-1 
##                  0                  3                  3                  1 
## GTGTTCCTCCTCTAAT-1 GTTACAGCAGTCGGAA-1 GTTACAGTCTGATTCT-1 GTTACCCAGTTCGCAT-1 
##                  0                  8                  8                  0 
## GTTACCCTCCACAAGT-1 GTTACGAAGCGCACAA-1 GTTACGATCAATCCGA-1 GTTACGATCTACCTTA-1 
##                  8                  0                  0                  1 
## GTTAGACGTCACCACG-1 GTTAGACTCATTTGCT-1 GTTAGTGCAAATAAGC-1 GTTAGTGGTTACCCAA-1 
##                  5                  6                  7                  7 
## GTTAGTGTCCCGAACG-1 GTTCATTGTAACCCGC-1 GTTCATTTCCCTCGAT-1 GTTCCGTAGCGTCGAA-1 
##                  1                  1                  5                  0 
## GTTCGCTCATGACTGT-1 GTTCGCTGTACCAGAG-1 GTTCTATGTAGAATAC-1 GTTGCGGAGGAAAGGT-1 
##                  4                  1                  0                  6 
## GTTGCTCAGACATAAC-1 GTTGTAGTCCGCTTAC-1 GTTGTCCCACTGAGGA-1 GTTGTCCGTACTAGCT-1 
##                  6                 10                 11                  2 
## GTTGTCCGTCGCACGT-1 GTTGTGAAGCGGTAAC-1 GTTGTGAAGTCAAGCG-1 GTTGTGATCGAGATGG-1 
##                  7                  4                  2                  0 
## GTTGTGATCGTCAACA-1 GTTTACTTCAAGTGGG-1 GTTTGGAAGATGATTG-1 GTTTGGACAGCTTCGG-1 
##                  0                  2                  0                  3 
## TAACACGAGTACTGGG-1 TAACACGCATTCGGGC-1 TAACACGGTCAAAGTA-1 TAACACGGTCGTCTCT-1 
##                  2                  1                  1                  8 
## TAACTTCTCCGTGTAA-1 TAAGCACAGCATTGAA-1 TAAGCCACAACCAATC-1 TAAGTCGAGTCAGCGA-1 
##                  5                  1                  9                  1 
## TAATTCCCAGGGTTGA-1 TAATTCCGTTCTCCCA-1 TAATTCCTCCAAGCAT-1 TACAACGTCTCATTAC-1 
##                  7                  6                  5                  0 
## TACACCCGTTCTCCCA-1 TACATTCAGCTGAGCA-1 TACATTCGTTGTCCCT-1 TACCCACAGAAACTAC-1 
##                  4                  1                  1                  2 
## TACCCACGTCAAGCGA-1 TACCCACTCTGCGATA-1 TACCCGTAGCAAGGAA-1 TACCCGTCACTCAGAT-1 
##                  2                  1                  6                 10 
## TACCCGTCACTGCGAC-1 TACCCGTGTACAGAAT-1 TACCCGTGTTGCATAC-1 TACCCGTTCTGCGATA-1 
##                  4                  3                  0                  0 
## TACCGAAAGGTGCATG-1 TACCGAATCTAAACGC-1 TACCTCGGTGATTAGA-1 TACCTCGTCCCAACTC-1 
##                  0                  0                  7                  7 
## TACCTGCCACACTTAG-1 TACCTGCGTAAGACCG-1 TACGCTCGTAGTCGGA-1 TACGCTCGTTACCCAA-1 
##                  2                 11                  3                  5 
## TACGGGCCAGGTGTGA-1 TACGGGCTCAACCTCC-1 TACGGTATCATACGGT-1 TACGGTATCGCTTGCT-1 
##                  1                  0                 10                  8 
## TACGTCCAGAAACCAT-1 TACGTCCAGCTCCATA-1 TACGTCCGTCAGGTGA-1 TACTGCCGTTTGGGAG-1 
##                  0                  1                  8                  2 
## TACTTACAGGCCCAAA-1 TACTTACAGGGTAGCT-1 TACTTACTCTTCTGGC-1 TACTTCATCGGACTGC-1 
##                  1                  8                  0                  3 
## TACTTGTAGGGCAGTT-1 TAGACCATCCCGTTGT-1 TAGACTGCATAAGCGG-1 TAGATCGGTACATACC-1 
##                  1                  2                  6                  4 
## TAGATCGGTCATAAAG-1 TAGCACAAGACCAACG-1 TAGGAGGAGATTTGCC-1 TAGGGTTAGAACGCGT-1 
##                  7                  5                  4                  8 
## TAGGGTTAGACTTAAG-1 TAGGGTTAGAGAGAAC-1 TAGGGTTAGTATAGAC-1 TAGGGTTTCGGCCCAA-1 
##                  6                  4                  9                  3 
## TAGGTACCATAATCGC-1 TAGGTTGAGGACCCAA-1 TAGGTTGCAAATCGGG-1 TAGGTTGTCAGTGTTG-1 
##                  1                  2                  0                  2 
## TATACCTCACATGTTG-1 TATACCTCAGCTCATA-1 TATACCTTCCATCCGT-1 TATATCCAGCCTCAAT-1 
##                  0                  4                  5                 10 
## TATATCCCATCATGAC-1 TATCAGGCAGATAAAC-1 TATCCTAAGCCTCAGC-1 TATCCTACACGACAGA-1 
##                  2                  3                  0                  6 
## TATCCTACAGACAAGC-1 TATCGCCCAAATGATG-1 TATCGCCTCCACCTCA-1 TATCTGTAGGGACACT-1 
##                  7                  2                  6                  0 
## TATCTGTAGTACAGCG-1 TATCTTGAGCCTCCAG-1 TATCTTGCAGCCTATA-1 TATGTTCTCATTGTGG-1 
##                  7                  0                  1                 11 
## TATTCCACATGTGACT-1 TATTGCTGTCACTGAT-1 TATTGCTTCTTCACGC-1 TATTTCGTCGCAGTGC-1 
##                  5                  0                  3                  7 
## TATTTCGTCGCTGATA-1 TCAAGACAGACTCCGC-1 TCAAGACAGTGCCGAA-1 TCAAGACAGTTGCATC-1 
##                  4                 11                  8                  6 
## TCAAGACGTGGCGTAA-1 TCAAGCAAGGACGCTA-1 TCAATCTAGACCAAAT-1 TCAATCTAGGCAGGTT-1 
##                  0                  9                  5                  0 
## TCAATTCAGGTAGTAT-1 TCAATTCCACACAGAG-1 TCACACCAGACTCTAC-1 TCACACCAGCCTCACG-1 
##                  1                  2                  4                  4 
## TCACACCCAACATACC-1 TCACACCCAGCTGGTC-1 TCACGCTAGAAACTCA-1 TCACGCTAGTAGTCTC-1 
##                  8                  6                  0                  1 
## TCACGCTCAGCTTCGG-1 TCACGGGTCTACGCAA-1 TCACTATCACAACCGC-1 TCACTATCAGCTTCCT-1 
##                  1                  5                  2                  2 
## TCACTATGTTCAAAGA-1 TCACTCGCAAGTGGGT-1 TCACTCGGTATCCCTC-1 TCACTCGGTCTCAAGT-1 
##                  1                  2                  3                  1 
## TCACTCGTCTGATGGT-1 TCAGCAAAGCGGCTCT-1 TCAGCAAAGGACACTG-1 TCAGCCTGTAGAGCTG-1 
##                  4                  0                  4                  7 
## TCAGCCTGTATGGTTC-1 TCAGGGCTCGCAACAT-1 TCAGGTACAAATGGAT-1 TCAGTCCAGAAGCGAA-1 
##                  5                  4                  5                  7 
## TCAGTGAAGTACCATC-1 TCAGTGACACAAGCTT-1 TCAGTGACATGACCCG-1 TCAGTTTGTAGACACG-1 
##                  2                  1                  1                  5 
## TCATACTTCCTTGAAG-1 TCATCATTCATGAGGG-1 TCATCATTCGCACTCT-1 TCATCCGCACTCTAGA-1 
##                  7                  6                  0                  6 
## TCATGCCGTGGCTGCT-1 TCATGTTCAACCTATG-1 TCATTACAGGGAGGAC-1 TCATTACGTTGGGAAC-1 
##                  2                  9                  0                  1 
## TCATTGTGTGGCAACA-1 TCCACCAAGGGACCAT-1 TCCACCAGTTGATGTC-1 TCCACCATCTCATTGT-1 
##                  2                  6                  5                  1 
## TCCAGAAAGCTCGACC-1 TCCAGAACACAACGAG-1 TCCATCGGTCACCACG-1 TCCATGCGTGGAAGTC-1 
##                  5                  0                  6                  6 
## TCCCAGTCATTCTGTT-1 TCCCAGTGTCACGCTG-1 TCCCATGCAACTGATC-1 TCCGAAAGTTGGGACA-1 
##                  0                  8                  1                  1 
## TCCGATCCAAGAGGCT-1 TCCGATCGTTACCCAA-1 TCCGATCTCCCTCATG-1 TCCGGGAAGAGAGGGC-1 
##                  6                  0                  2                  0 
## TCCGGGATCGCGTGCA-1 TCCGTGTCATGACTGT-1 TCCTCGACATTGAGGG-1 TCCTCTTGTTCTTGTT-1 
##                  2                  5                  0                  9 
## TCCTGCACATGTGACT-1 TCCTGCAGTAATGTGA-1 TCCTGCATCAATGCAC-1 TCCTGCATCAGTCAGT-1 
##                  3                  0                  4                  0 
## TCCTGCATCTCACGAA-1 TCCTTCTGTACGAAAT-1 TCCTTCTGTGTGTCCG-1 TCCTTCTGTTATCTGG-1 
##                  5                  6                  2                  0 
## TCCTTCTTCAGCTCTC-1 TCCTTCTTCCTAACAG-1 TCGAACAAGATAGGGA-1 TCGAACACATGTGACT-1 
##                  0                  5                  5                  5 
## TCGAACAGTCCGGACT-1 TCGAAGTAGCGACTAG-1 TCGACCTTCGGCCCAA-1 TCGATTTCAGTGGTGA-1 
##                  2                  6                  3                  2 
## TCGATTTTCATCGGGC-1 TCGCACTGTATCTCGA-1 TCGCACTTCACGGAGA-1 TCGCACTTCATTATCC-1 
##                  1                  2                  2                  1 
## TCGCAGGTCCAAGGGA-1 TCGCAGGTCGGATAAA-1 TCGCAGGTCTACGGGC-1 TCGCTCAGTCTTTCTA-1 
##                  3                  1                  6                  4 
## TCGGATACAATGCAGG-1 TCGGATACATAATCCG-1 TCGGGACTCCTCTTTC-1 TCGGGCACAGCTTCCT-1 
##                  2                  6                  5                  0 
## TCGGGCACAGTTGTTG-1 TCGGGCAGTCGACTTA-1 TCGGGCAGTCGATTCA-1 TCGGGTGAGGGCAAGG-1 
##                  3                  3                  6                  4 
## TCGGGTGTCATGCCAA-1 TCGGGTGTCCAGTACA-1 TCGGTCTAGAAGGTAG-1 TCGGTCTGTCGCGGTT-1 
##                  5                  5                  2                  0 
## TCGGTCTGTTCGTGCG-1 TCGTAGAAGTCAGCCC-1 TCGTAGACAAGACAAT-1 TCGTAGAGTCCTGAAT-1 
##                  2                  1                  6                  0 
## TCGTCCAAGCATGGGT-1 TCGTGCTCAATCGAAA-1 TCGTGGGTCTCCACTG-1 TCTAACTAGCACTTTG-1 
##                  1                  4                  3                  2 
## TCTAACTCACACAGAG-1 TCTACATGTCAACCTA-1 TCTACATTCCACCCTA-1 TCTACCGAGTGCCTCG-1 
##                  5                  7                  0                  1 
## TCTACCGCAAAGCTCT-1 TCTACCGTCAGTGTCA-1 TCTATACAGAGCTGCA-1 TCTATACCAATAACGA-1 
##                  3                  0                  1                  0 
## TCTATACCAGCACAAG-1 TCTATCAGTGTCATGT-1 TCTCAGCAGCATACTC-1 TCTCAGCCAGCACACC-1 
##                  5                  4                  6                  6 
## TCTCCGACACATTCTT-1 TCTCCGATCCTAGAGT-1 TCTCTGGGTAGGCAGT-1 TCTCTGGTCTACACAG-1 
##                  0                  1                  1                  8 
## TCTGCCAAGCACCCAC-1 TCTGCCAAGGAAACGA-1 TCTGCCAAGTCTTCCC-1 TCTGCCATCGTCGATA-1 
##                  5                  7                 10                  0 
## TCTGCCATCTTCGTAT-1 TCTGGCTAGCGAGGAG-1 TCTGGCTTCGTGACTA-1 TCTTAGTCAAGCTGTT-1 
##                  2                  0                  4                  5 
## TCTTAGTTCCAGCCTT-1 TCTTAGTTCTGCGATA-1 TCTTCCTAGACATACA-1 TCTTCCTAGGTATTGA-1 
##                  0                  0                  5                  3 
## TCTTCCTTCGTGGTAT-1 TCTTGCGAGAAGATCT-1 TCTTGCGTCAAAGCCT-1 TCTTGCGTCAAGGCTT-1 
##                  7                  5                  0                  5 
## TCTTGCGTCTCCTGAC-1 TCTTTGACACCGGAAA-1 TCTTTGATCCATATGG-1 TGAACGTGTGTGGACA-1 
##                  4                  3                  4                  3 
## TGAATCGAGGGCCCTT-1 TGAATCGGTCCATACA-1 TGAATGCCAAGCACCC-1 TGAATGCTCAGCAGAG-1 
##                  0                  1                  4                  6 
## TGACAGTAGAGTCGAC-1 TGACAGTTCAACACGT-1 TGACCCTAGGTGAGAA-1 TGACGCGAGTGCCGAA-1 
##                  3                  3                  2                  7 
## TGACGCGGTATCGGTT-1 TGACTCCCATCAGCAT-1 TGACTCCTCACGTAGT-1 TGAGACTGTACCCGAC-1 
##                  2                  2                  3                  7 
## TGAGACTTCTCTTCAA-1 TGAGCATGTGGGTTGA-1 TGAGCATTCTGCATAG-1 TGAGCGCAGAATCGTA-1 
##                 10                  2                  7                  1 
## TGAGCGCAGTCTGCGC-1 TGAGGGAAGATACAGT-1 TGAGGGAAGATAGCTA-1 TGAGGGAAGGTTTGAA-1 
##                  7                  4                  8                  1 
## TGAGGGACATCTAACG-1 TGAGGGACATGGCACC-1 TGAGGGATCTGTTGGA-1 TGAGGTTGTCAACGCC-1 
##                  4                  4                  0                  0 
## TGAGTCATCTAGAACC-1 TGATCAGAGCGATGGT-1 TGATCAGAGGGAGGGT-1 TGATCAGCAACACACT-1 
##                  3                  7                  3                  7 
## TGATCAGGTGGCTCTG-1 TGATCTTAGCTATCTG-1 TGATCTTCAGATTAAG-1 TGATCTTGTAGGAGGG-1 
##                  8                 11                  7                  3 
## TGATCTTGTGCCTACG-1 TGATCTTTCTCGCTCA-1 TGATGGTAGAAACCCG-1 TGATGGTAGGGAGGGT-1 
##                  3                  8                  1                  2 
## TGATTCTCATGCAGGA-1 TGATTTCAGAAGTGTT-1 TGATTTCGTAGGTAGC-1 TGATTTCTCATGCATG-1 
##                  4                  1                  8                  6 
## TGATTTCTCGTAATGC-1 TGCAGGCCAATAGGAT-1 TGCAGGCCATGACTTG-1 TGCATCCAGAAATTCG-1 
##                  3                  0                  1                  7 
## TGCATCCAGACTCATC-1 TGCATCCCAATCTCGA-1 TGCATGATCTCTGCTG-1 TGCCGAGCAGTCGAGA-1 
##                  0                  3                  5                  3 
## TGCGACGAGCATCCCG-1 TGCGACGCACGGATCC-1 TGCGACGCAGAACCGA-1 TGCGATATCGGCGATC-1 
##                  1                  1                  4                  2 
## TGCGGGTGTATGTCTG-1 TGCGGGTGTCAAAGTA-1 TGCTCCAAGTCGAAGC-1 TGCTCCAGTGTCCAAT-1 
##                  6                  2                  6                  2 
## TGCTCGTCAACCGTAT-1 TGCTCGTCAATTCTTC-1 TGCTCGTTCAGCTTCC-1 TGCTCGTTCGCTTGAA-1 
##                  5                 10                  6                  1 
## TGCTCGTTCGGACCAC-1 TGCTGAATCGGAATGG-1 TGCTTCGAGAACTTCC-1 TGCTTCGGTTCAAGTC-1 
##                  2                  3                  4                  4 
## TGCTTGCCAACTTCTT-1 TGGAACTAGGTGAGCT-1 TGGAACTCACGAGAAC-1 TGGAACTTCCCGGTAG-1 
##                  3                  5                  4                  6 
## TGGAACTTCTAACACG-1 TGGAGAGCAACGATCT-1 TGGAGGAAGAAATGGG-1 TGGATCAAGCTGTCCG-1 
##                  1                  0                  0                  5 
## TGGATCAAGTAGGGTC-1 TGGATCAAGTTGAAGT-1 TGGATCACACTGTGAT-1 TGGATGTCACACCAGC-1 
##                  2                  0                  6                  3 
## TGGATGTTCGTGAGAG-1 TGGCGTGTCGCTGTTC-1 TGGGAGACACGCGCTA-1 TGGGAGAGTAGCACAG-1 
##                  2                  2                  4                  1 
## TGGGAGAGTATGGTTC-1 TGGGATTAGTGGTCAG-1 TGGGATTTCATGGCCG-1 TGGGCGTCATAATCGC-1 
##                  1                  2                  0                  2 
## TGGGCGTGTGCCTATA-1 TGGGTTATCATTCGTT-1 TGGTACAAGATGGGCT-1 TGGTACATCCTTCTAA-1 
##                  4                  0                  0                  7 
## TGGTAGTGTGCATCTA-1 TGGTAGTTCTCCGAAA-1 TGGTTAGAGTTGCGCC-1 TGGTTAGGTAACTTCG-1 
##                  1                  0                  6                  0 
## TGTAAGCTCACCTCGT-1 TGTACAGAGCATATGA-1 TGTAGACAGAGAAGGT-1 TGTAGACCAATAGTAG-1 
##                  7                  8                  0                  1 
## TGTAGACCATGACACT-1 TGTCAGAAGAACAGGA-1 TGTCAGAAGTAGGTTA-1 TGTCAGAGTGAGTTTC-1 
##                  8                  0                  0                  0 
## TGTCAGATCCACATAG-1 TGTCCACCAGGCTATT-1 TGTCCACTCAGTCATG-1 TGTCCCACATCACCAA-1 
##                  7                  7                  0                  2 
## TGTCCCAGTACGATCT-1 TGTCCTGGTGAAAGTT-1 TGTCCTGTCTGATGGT-1 TGTGAGTAGATGGCGT-1 
##                  4                  0                  0                  5 
## TGTGAGTAGCAACTTC-1 TGTGAGTTCTCATGCC-1 TGTGATGCACTGCTTC-1 TGTGATGTCGAGGCAA-1 
##                  3                  2                  6                  9 
## TGTGCGGGTATGAAGT-1 TGTGCGGTCACACCCT-1 TGTGCGGTCTGGACTA-1 TGTGCGGTCTTGAACG-1 
##                  5                  0                  3                  6 
## TGTGGCGAGCACTAGG-1 TGTGGCGAGCCTAACT-1 TGTGGCGAGGTATCTC-1 TGTGGCGCAATCGCCG-1 
##                  1                  4                  0                  0 
## TGTGGCGGTCATCCCT-1 TGTGGCGGTCGTACTA-1 TGTGGCGGTGAGTTTC-1 TGTGGCGGTTAAGGAT-1 
##                  3                  1                  8                  5 
## TGTGGCGTCCACCTGT-1 TGTTACTTCCGTCCTA-1 TGTTCATCACAGCTTA-1 TGTTCATGTAGACGTG-1 
##                  5                  1                  4                  0 
## TGTTCATGTATCCCAA-1 TGTTCATGTTGTGGAG-1 TGTTCCGAGACCATAA-1 TGTTCTACAACCACAT-1 
##                  1                  5                  9                  2 
## TGTTCTACAAGAGCTG-1 TGTTCTATCTTTACAC-1 TGTTGAGAGTGCAGCA-1 TGTTGAGTCTACACTT-1 
##                  0                  8                  0                  1 
## TGTTGAGTCTCTCCGA-1 TGTTGGAAGTTAGTAG-1 TGTTGGAGTACGCGTC-1 TGTTGGAGTTATTCCT-1 
##                  3                  5                  6                  6 
## TGTTTGTAGGACGCAT-1 TTAATCCAGCGTCGAA-1 TTACAGGCAGCAGTTT-1 TTACCGCTCGGTCATA-1 
##                  1                  7                 11                  3 
## TTACGCCAGGGACTGT-1 TTACGCCCACCGGAAA-1 TTACGCCGTCGGTGTC-1 TTACGCCTCTAAACGC-1 
##                  6                  8                  2                  3 
## TTACGTTCACGTATAC-1 TTAGGCACATCGTCCT-1 TTAGGCATCCATTGCC-1 TTAGGGTCATCTCAAG-1 
##                  4                  1                  2                  0 
## TTAGGGTGTATCGAGG-1 TTAGGGTTCTAGCCAA-1 TTAGTCTAGAACTTCC-1 TTAGTCTGTACACTCA-1 
##                  0                 10                  0                  0 
## TTAGTCTGTATGAGCG-1 TTAGTCTGTCGATTTG-1 TTATTGCCACATATGC-1 TTATTGCTCAACTGAC-1 
##                  2                  1                  2                  8 
## TTATTGCTCATTTCGT-1 TTCAATCAGTGAGTGC-1 TTCAATCCATTAGGCT-1 TTCACCGAGGCTCAAG-1 
##                  0                  1                  4                  2 
## TTCACCGGTTCAACGT-1 TTCACGCGTCCGTACG-1 TTCAGGAAGAGAACCC-1 TTCAGGAAGGGCAGAG-1 
##                  5                  9                  2                  0 
## TTCAGGATCATCAGTG-1 TTCAGGATCATTTCCA-1 TTCATGTAGGACTAAT-1 TTCATTGGTCTCAGAT-1 
##                  1                  1                  4                  7 
## TTCCAATAGTCTGCGC-1 TTCCAATCATCAGCAT-1 TTCCACGGTAGGTGCA-1 TTCCACGGTATCGCTA-1 
##                  9                  5                  0                  2 
## TTCCGGTAGCTTAAGA-1 TTCCGGTCATCATCTT-1 TTCCGGTCATCCTAAG-1 TTCCGGTGTTGGTAGG-1 
##                  4                  7                  6                  0 
## TTCCGTGGTATGAAGT-1 TTCCTAAAGGCTCCCA-1 TTCCTCTAGGTCACAG-1 TTCCTCTGTACGTGTT-1 
##                  3                  7                  0                  6 
## TTCCTTCTCCACAAGT-1 TTCGATTTCTCCCATG-1 TTCGGTCTCGTAGTGT-1 TTCTAACCAAGCAGGT-1 
##                 10                  3                  9                  0 
## TTCTAACTCAAGCTTG-1 TTCTAGTAGCTAGAGC-1 TTCTAGTAGTTGGAAT-1 TTCTAGTGTTCTTCAT-1 
##                  4                  6                  4                  3 
## TTCTCTCAGCTGTTCA-1 TTCTGTAAGCATGTTC-1 TTCTGTAAGGAACATT-1 TTCTTCCAGTTCCATG-1 
##                  9                  1                  2                  0 
## TTCTTCCGTGCATTTG-1 TTCTTCCGTTAACAGA-1 TTCTTGAAGAAACCCG-1 TTGAACGAGAAGCCTG-1 
##                  0                  1                  9                  0 
## TTGAACGAGGGAGATA-1 TTGAACGTCCGATAAC-1 TTGACCCGTCGGTACC-1 TTGAGTGGTATATGGA-1 
##                  0                  1                  3                  0 
## TTGCATTCACATATGC-1 TTGCATTCAGGCTACC-1 TTGCATTGTTCCTAGA-1 TTGCATTTCACCTGTC-1 
##                  1                  1                  2                  3 
## TTGCCTGAGGTTAAAC-1 TTGCCTGCATTCACCC-1 TTGCGTCAGCATGCAG-1 TTGCGTCGTTCGGTCG-1 
##                  0                  1                  1                  0 
## TTGGATGTCTGGCCAG-1 TTGGGATGTACTGAGG-1 TTGGGATGTTTGTTCT-1 TTGGGCGAGGCCACTC-1 
##                  3                  2                  8                  9 
## TTGGGCGGTCCTTTGC-1 TTGGGCGGTTACAGCT-1 TTGGGTATCTTCCCAG-1 TTGGTTTCAGGTCAGA-1 
##                  1                 11                  2                  2 
## TTGTGTTCAATGGGTG-1 TTGTGTTGTCGAGCAA-1 TTGTTCAAGCAATTAG-1 TTGTTCACACCCTCTA-1 
##                  4                  0                  1                  6 
## TTGTTTGTCCTTCAGC-1 TTTACCACATCATCTT-1 TTTACTGTCAGGAAAT-1 TTTAGTCCAACGTATC-1 
##                  1                  6                  4                  1 
## TTTAGTCCACAGTCAT-1 TTTATGCAGCGCATCC-1 TTTATGCAGGATCATA-1 TTTATGCCAACAGAGC-1 
##                  2                 11                  1                  6 
## TTTATGCTCGTTCTGC-1 TTTCACAGTGACAGGT-1 TTTCACAGTGGCCTCA-1 TTTCAGTAGTCTACCA-1 
##                  0                  7                  4                  9 
## TTTCAGTCAGCTCGGT-1 TTTCATGAGGTTGACG-1 TTTCATGCATTGAAAG-1 TTTCATGTCTTTCCAA-1 
##                  1                  9                  0                  8 
## TTTCCTCCACCTGAAT-1 TTTCGATAGATAGCTA-1 TTTGACTAGACCCGCT-1 TTTGATCAGGAACGTC-1 
##                  8                  5                  4                  7 
## TTTGATCTCATTCTTG-1 TTTGGAGTCCACGTCT-1 TTTGGAGTCCGTAGGC-1 TTTGTTGGTCTAACTG-1 
##                  8                  0                  4                  5 
## Levels: 0 1 2 3 4 5 6 7 8 9 10 11
```
---
## Clustering

We then visualise the clustering using the Dimplot fucntion which will use the active.ident slot by default.

``` r
DimPlot(Nd1T.obj.filt, reduction = "umap")
```

![](Session2_files/figure-html/unnamed-chunk-64-1.png)
---
# Compare clustering

We can quickly compare the clusters from Bioconductor and Seurat.

``` r
bioc.clusters <- data.frame(Bioc = sce.NeuroD1_filtered_QCed$label, row.names = sce.NeuroD1_filtered_QCed$Barcode)
seurat.clusters <- as.data.frame(Nd1T.obj.filt@active.ident)
colnames(seurat.clusters) <- "Seurat"
clustersAll <- merge(bioc.clusters, seurat.clusters, by = 0, all = FALSE)
```
---
# Compare clustering

``` r
tab <- table(Bioc = clustersAll$Bioc, Seurat = clustersAll$Seurat)
rownames(tab) <- paste("Bioc", rownames(tab))
colnames(tab) <- paste("Seurat", colnames(tab))
library(pheatmap)
pheatmap(log10(tab + 10), color = viridis::viridis(100), cluster_cols = FALSE, cluster_rows = FALSE)
```

![](Session2_files/figure-html/unnamed-chunk-66-1.png)
---
# Find Markers

The *FindAllMarkers* function allows us to identify markers across all clusters.

``` r
Nd1T.markers <- FindAllMarkers(Nd1T.obj.filt, only.pos = TRUE)
```

```
## Calculating cluster 0
```

```
## For a (much!) faster implementation of the Wilcoxon Rank Sum Test,
## (default method for FindMarkers) please install the presto package
## --------------------------------------------
## install.packages('devtools')
## devtools::install_github('immunogenomics/presto')
## --------------------------------------------
## After installation of presto, Seurat will automatically use the more 
## efficient implementation (no further action necessary).
## This message will be shown once per session
```

```
## Calculating cluster 1
```

```
## Calculating cluster 2
```

```
## Calculating cluster 3
```

```
## Calculating cluster 4
```

```
## Calculating cluster 5
```

```
## Calculating cluster 6
```

```
## Calculating cluster 7
```

```
## Calculating cluster 8
```

```
## Calculating cluster 9
```

```
## Calculating cluster 10
```

```
## Calculating cluster 11
```

``` r
Nd1T.markers[Nd1T.markers$cluster == 1, ]
```

```
##                        p_val avg_log2FC pct.1 pct.2     p_val_adj cluster
## Pzp            2.699922e-270  5.6606543 0.976 0.055 1.077404e-265       1
## Habp2          1.065667e-230  4.3811570 0.935 0.074 4.252544e-226       1
## Crp            1.349748e-226  4.2773148 0.947 0.080 5.386168e-222       1
## Adamts5        9.886811e-223  4.6271800 0.788 0.027 3.945332e-218       1
## Cyp2j5         3.468656e-222  4.5128990 0.829 0.040 1.384167e-217       1
## Ugt8a          5.906877e-190  4.1730113 0.665 0.020 2.357139e-185       1
## Basp1          6.426782e-184  4.3649501 0.665 0.022 2.564607e-179       1
## Mc4r           7.313401e-184  4.9362268 0.657 0.021 2.918413e-179       1
## Col17a1        6.137550e-182  4.8601391 0.645 0.019 2.449189e-177       1
## Kcnk16         3.744829e-175  3.1939737 0.927 0.115 1.494374e-170       1
## Galnt13        1.191308e-164  3.1462945 0.878 0.103 4.753915e-160       1
## Tlr2           1.506014e-162  3.8371137 0.694 0.048 6.009747e-158       1
## Casr           1.028930e-160  2.9800779 0.927 0.143 4.105946e-156       1
## Rbm24          2.789006e-160  4.3233404 0.608 0.024 1.112953e-155       1
## Gm33649        5.992132e-156  4.1462566 0.547 0.014 2.391160e-151       1
## Onecut3        6.223527e-154  2.8948211 0.984 0.205 2.483498e-149       1
## Crtac1         9.804624e-146  5.4900467 0.478 0.007 3.912535e-141       1
## Tlr5           1.882859e-142  4.3721675 0.510 0.014 7.513550e-138       1
## Cltrn          5.535703e-142  2.7783686 0.935 0.189 2.209022e-137       1
## Smbd1          7.888393e-141  3.5124344 0.739 0.087 3.147863e-136       1
## Zfp618         2.533112e-136  2.8852924 0.865 0.150 1.010839e-131       1
## Pgc            4.878338e-133  3.5945738 0.829 0.136 1.946701e-128       1
## E030025P04Rik  1.594135e-129  3.9813785 0.482 0.015 6.361396e-125       1
## Cyp2j6         1.181605e-127  3.1630302 0.988 0.435 4.715193e-123       1
## Tril           2.336380e-123  3.2223425 0.714 0.089 9.323324e-119       1
## Agr2           1.023802e-121  3.1816234 1.000 0.572 4.085481e-117       1
## Gm53467        8.818278e-119  2.4504236 0.939 0.253 3.518934e-114       1
## Agr31          1.358279e-118  2.3179350 1.000 0.492 5.420211e-114       1
## D930028M14Rik  4.800545e-118  2.4720201 0.947 0.256 1.915658e-113       1
## Slc39a8        9.115504e-118  2.6002583 0.927 0.235 3.637542e-113       1
## Cck            8.818541e-117  3.3514533 1.000 0.989 3.519039e-112       1
## Scg2           1.040437e-115  2.5621438 1.000 0.611 4.151862e-111       1
## Scn9a          3.758629e-114  5.3441851 0.371 0.004 1.499881e-109       1
## Gm12511        6.827378e-114  2.7522393 0.771 0.128 2.724465e-109       1
## Etv1           8.327534e-114  2.1706393 0.967 0.258 3.323103e-109       1
## Upp1           2.143444e-113  2.2047997 0.996 0.665 8.553415e-109       1
## Rflna          2.836208e-113  2.5034590 0.918 0.231 1.131789e-108       1
## Parm1          3.147554e-113  2.2340147 0.976 0.301 1.256031e-108       1
## Scn3b          6.169439e-112  3.0083149 0.596 0.058 2.461915e-107       1
## U90926         5.214799e-109  4.1650117 0.494 0.033 2.080966e-104       1
## Cpn1           6.472940e-108  2.3458756 0.931 0.284 2.583027e-103       1
## Cux2           9.328695e-107  3.7957808 0.429 0.018 3.722616e-102       1
## Cst3           1.001014e-104  1.6994862 1.000 0.783 3.994545e-100       1
## Tle1           6.974413e-104  2.3750018 0.967 0.449  2.783140e-99       1
## Fmo5           1.919841e-103  2.1599524 0.988 0.450  7.661125e-99       1
## 3110004A20Rik  3.831722e-103  4.4818634 0.396 0.015  1.529049e-98       1
## Tmem176a       4.401922e-103  1.8917325 0.996 0.595  1.756587e-98       1
## Gm11992        3.714380e-101  2.0167454 0.927 0.229  1.482223e-96       1
## Proc           6.425485e-101  3.7477873 0.433 0.024  2.564090e-96       1
## Egfl6          6.839051e-101  4.5368789 0.371 0.011  2.729123e-96       1
## Spart          9.053020e-101  2.4797895 0.861 0.229  3.612608e-96       1
## Vkorc1          1.172423e-99  2.4020757 0.910 0.299  4.678554e-95       1
## Arx             1.658712e-99  2.1595432 0.927 0.249  6.619089e-95       1
## Rdh7            7.457938e-99  2.3733200 0.669 0.103  2.976090e-94       1
## Lyzl4           8.956323e-99  2.5001093 0.592 0.068  3.574021e-94       1
## Tec             1.597456e-97  2.4654281 0.861 0.238  6.374647e-93       1
## Tff31           6.100035e-96  1.8674942 0.996 0.881  2.434219e-91       1
## Slc41a2         1.583432e-95  2.1924161 0.882 0.269  6.318686e-91       1
## Dclk3           1.776045e-95  2.3645957 0.710 0.126  7.087306e-91       1
## S100a11         8.175745e-93  2.0034438 0.980 0.405  3.262531e-88       1
## Cit             2.648367e-92  1.9336515 0.833 0.204  1.056831e-87       1
## Rfxap           3.342280e-92  2.5108874 0.882 0.323  1.333737e-87       1
## Cav2            7.141018e-90  2.5133650 0.620 0.090  2.849623e-85       1
## Aldoc           8.099228e-89  2.3599038 0.796 0.207  3.231997e-84       1
## Ms4a10          1.049211e-88  1.9536551 0.882 0.280  4.186878e-84       1
## Homer21         1.063782e-87  1.8745146 0.963 0.423  4.245021e-83       1
## Fgl2            4.695166e-87  2.1447225 0.931 0.392  1.873606e-82       1
## Slc8a1          5.347902e-87  1.7045991 0.996 0.549  2.134080e-82       1
## Pla2g12a        1.823729e-86  1.8501690 0.980 0.470  7.277589e-82       1
## Fars2           3.438234e-85  2.2589860 0.914 0.359  1.372027e-80       1
## Rbp4            5.215000e-85  1.6486007 1.000 0.495  2.081046e-80       1
## Igfbp7          2.674851e-84  2.7932609 0.482 0.052  1.067399e-79       1
## Oxr1            1.321102e-83  1.7049341 0.996 0.691  5.271856e-79       1
## Itm2b           4.032685e-82  1.2579368 1.000 0.877  1.609243e-77       1
## Slc25a4         2.835038e-81  1.6469967 0.976 0.617  1.131322e-76       1
## Tm4sf41         2.335096e-80  1.1351982 1.000 0.918  9.318199e-76       1
## Ms4a8a1         1.224548e-79  1.5883277 0.992 0.695  4.886558e-75       1
## Dapp1           1.459266e-79  1.6810650 0.886 0.287  5.823200e-75       1
## Nenf            2.167489e-79  1.4540964 0.992 0.680  8.649367e-75       1
## Aig1            2.255183e-79  1.5528806 0.992 0.595  8.999308e-75       1
## Ly6e            3.008964e-79  2.4690674 0.824 0.242  1.200727e-74       1
## Prox1           8.300380e-79  1.6788435 0.963 0.403  3.312267e-74       1
## Ifitm2          1.086416e-78  1.6297997 0.906 0.314  4.335342e-74       1
## Bace2           1.732120e-78  1.4699255 0.898 0.247  6.912026e-74       1
## Marveld1        3.330427e-78  3.6512724 0.376 0.027  1.329007e-73       1
## Grpr            4.003577e-78  1.6315261 0.571 0.086  1.597627e-73       1
## Me3             1.688502e-77  2.6871858 0.376 0.027  6.737968e-73       1
## Gm27162         2.463489e-77  1.8021242 0.763 0.177  9.830553e-73       1
## Tmem176b        2.662862e-77  1.3494808 1.000 0.716  1.062615e-72       1
## Trpm3           8.390992e-77  5.0879826 0.261 0.004  3.348425e-72       1
## Cyp2j9          1.065010e-75  3.1894100 0.433 0.046  4.249923e-71       1
## Prss23          4.723288e-75  3.0474488 0.490 0.070  1.884828e-70       1
## Lgals21         5.046157e-75  1.1905090 0.996 0.950  2.013669e-70       1
## Qpct            6.200043e-75  1.7982531 0.980 0.478  2.474127e-70       1
## Gm46558         1.413407e-74  5.0383671 0.241 0.002  5.640203e-70       1
## Sting1          1.566197e-74  3.6273476 0.339 0.022  6.249911e-70       1
## Ugt2b34         8.978780e-74  1.4485356 0.976 0.520  3.582982e-69       1
## Myl7            1.000315e-72  1.6135431 0.996 0.786  3.991759e-68       1
## Dner            3.805951e-72  1.7775049 0.910 0.328  1.518765e-67       1
## Tspan12         5.812781e-72  1.7983967 0.906 0.347  2.319590e-67       1
## Casp6           8.859097e-71  1.6171429 0.976 0.579  3.535223e-66       1
## Plac81          1.478954e-70  1.0396146 1.000 0.949  5.901765e-66       1
## Klkb11          2.267775e-70  2.5294420 0.535 0.090  9.049556e-66       1
## Gm46905         5.162225e-70  4.0048248 0.245 0.005  2.059986e-65       1
## Serpina1b1      2.397324e-69  1.4873746 0.861 0.287  9.566520e-65       1
## Wars1           5.810624e-69  1.7504428 0.837 0.273  2.318729e-64       1
## Tshz2           6.130726e-68  1.9558450 0.567 0.102  2.446466e-63       1
## Abca8b          2.200108e-67  3.9648622 0.261 0.009  8.779532e-63       1
## Krt201          1.404465e-66  1.3187618 0.996 0.767  5.604519e-62       1
## Atp8a2          2.722469e-66  2.1714690 0.682 0.181  1.086401e-61       1
## Sstr2           3.489732e-65  2.2573114 0.478 0.072  1.392578e-60       1
## Gm17619         5.929589e-65  2.9736915 0.400 0.050  2.366203e-60       1
## Axin2           6.203368e-65  1.5413060 0.894 0.346  2.475454e-60       1
## Tmed6           6.574956e-65  2.1321333 0.727 0.230  2.623736e-60       1
## Tpst2           7.305380e-65  1.5909708 0.931 0.437  2.915212e-60       1
## Serpine2        7.334110e-65  3.5879984 0.282 0.015  2.926677e-60       1
## Anxa13          7.712752e-65  1.3364224 0.906 0.345  3.077774e-60       1
## Apom            1.340645e-64  2.1845451 0.596 0.130  5.349843e-60       1
## Dio1            1.390741e-64  1.8076877 0.784 0.247  5.549751e-60       1
## Upk1b           3.094013e-64  2.9220043 0.445 0.066  1.234666e-59       1
## Sct             3.519956e-64  1.3126059 1.000 0.995  1.404638e-59       1
## Egfl7           3.531622e-64  2.3241940 0.506 0.087  1.409294e-59       1
## Psap            1.080772e-63  1.2022266 0.996 0.760  4.312822e-59       1
## Gclm            2.227809e-63  1.1377615 0.992 0.766  8.890072e-59       1
## Gm52807         2.562262e-63  4.7797797 0.216 0.003  1.022471e-58       1
## Smarca1         2.724802e-63  1.6239375 0.698 0.178  1.087332e-58       1
## Cryba4          3.109212e-63  2.9562990 0.331 0.028  1.240731e-58       1
## Rflnb           5.236190e-63  1.9436153 0.604 0.136  2.089502e-58       1
## Shf             1.191860e-62  1.3455651 0.865 0.309  4.756116e-58       1
## Gast            2.102266e-62  7.5692332 0.514 0.101  8.389091e-58       1
## Bsg1            2.404722e-62  0.7960773 0.996 0.899  9.596043e-58       1
## Ano6            2.841087e-62  1.2576955 0.939 0.424  1.133736e-57       1
## Spry1           4.864743e-62  2.4138687 0.457 0.073  1.941276e-57       1
## F51             2.099135e-61  1.6080218 0.829 0.277  8.376597e-57       1
## Ndrg11          2.241179e-61  1.2343521 0.988 0.745  8.943424e-57       1
## Aga1            2.319167e-61  1.7052487 0.918 0.488  9.254636e-57       1
## Lrpap1          3.616715e-61  1.7566745 0.865 0.385  1.443250e-56       1
## Trf1            2.138803e-60  1.7802646 0.890 0.357  8.534892e-56       1
## Tmed3           4.572586e-60  1.3059738 0.996 0.609  1.824690e-55       1
## Uts2b           5.282028e-60  2.7514124 0.327 0.029  2.107793e-55       1
## Kcnj6           9.580984e-60  1.4296888 0.686 0.173  3.823292e-55       1
## Cops6           1.728726e-59  1.5729054 0.947 0.488  6.898480e-55       1
## Cpm             2.350687e-59  1.8965689 0.767 0.270  9.380418e-55       1
## Cpe             8.610885e-59  1.1755585 0.996 0.905  3.436173e-54       1
## Ssr4            2.300570e-58  1.1378480 0.988 0.747  9.180426e-54       1
## Rps20           3.118018e-58  0.5205074 1.000 0.892  1.244245e-53       1
## Col6a5          3.196382e-58  1.5415562 0.404 0.054  1.275516e-53       1
## Tmem254         3.358666e-58  1.4494973 0.914 0.418  1.340276e-53       1
## Gnai1           5.648399e-58  1.7128553 0.694 0.184  2.253994e-53       1
## Atoh8           7.000848e-58  3.5094188 0.306 0.027  2.793689e-53       1
## Rps24           7.324649e-58  0.6755523 1.000 0.891  2.922901e-53       1
## Txndc5          3.138794e-57  1.3086817 0.967 0.587  1.252536e-52       1
## Cyp2c55         2.650528e-56  1.8353372 0.547 0.121  1.057693e-51       1
## Gm53234         4.294674e-56  3.4645442 0.253 0.015  1.713790e-51       1
## Smad9           9.065755e-56  1.8116976 0.608 0.146  3.617689e-51       1
## Rpl32           9.323478e-56  0.5952376 1.000 0.869  3.720534e-51       1
## Ppic1           9.466628e-56  1.6639835 0.824 0.306  3.777658e-51       1
## Bambi           1.402100e-55  1.2894428 0.857 0.299  5.595081e-51       1
## Rasgrf2         1.541429e-55  1.3134649 0.853 0.319  6.151071e-51       1
## 4732490B19Rik   1.864822e-55  2.3092791 0.347 0.041  7.441572e-51       1
## Gm9767          2.451550e-55  2.6488372 0.253 0.015  9.782910e-51       1
## Mtcl2           1.059244e-54  2.0098361 0.502 0.099  4.226915e-50       1
## Ihh             2.983828e-54  1.8015607 0.653 0.190  1.190696e-49       1
## Rps27a          5.738969e-54  0.6680022 1.000 0.855  2.290136e-49       1
## Rps18           7.330043e-54  0.5485342 1.000 0.862  2.925054e-49       1
## Pcbd11          1.493304e-53  1.1670292 0.976 0.667  5.959029e-49       1
## Pabpc1l         1.795249e-53  2.3910452 0.453 0.083  7.163942e-49       1
## Exoc7           2.411724e-53  2.0404750 0.776 0.345  9.623986e-49       1
## Gcnt3           2.482683e-53  1.2215079 0.878 0.338  9.907146e-49       1
## Hunk1           3.764435e-52  1.3687881 0.849 0.335  1.502198e-47       1
## Cited2          3.157411e-51  1.1775566 0.984 0.684  1.259965e-46       1
## Gnas            4.731274e-51  0.6356772 1.000 0.914  1.888015e-46       1
## Fxyd31          8.274089e-51  0.9435968 1.000 0.823  3.301775e-46       1
## Gimd11          9.583149e-51  1.4135039 0.894 0.427  3.824156e-46       1
## Pxylp1          9.976340e-51  2.2974431 0.461 0.093  3.981058e-46       1
## Gm30524         1.211363e-50  1.8637308 0.392 0.059  4.833944e-46       1
## 4930573H18Rik   2.106652e-50  3.4027268 0.220 0.012  8.406594e-46       1
## Mill2           6.839570e-50  1.9613373 0.441 0.083  2.729330e-45       1
## Abcb1a          2.546123e-49  1.0566381 0.967 0.600  1.016030e-44       1
## Gfra1           3.078817e-49  1.8714073 0.457 0.089  1.228602e-44       1
## Gm2102          5.364457e-49  4.5598845 0.163 0.002  2.140687e-44       1
## Anxa2           6.714237e-49  0.9336810 0.988 0.603  2.679316e-44       1
## Rpl38           7.057253e-49  0.6037217 1.000 0.905  2.816197e-44       1
## Fut2            4.612345e-48  1.3789870 0.637 0.174  1.840556e-43       1
## Apcs            1.212976e-47  5.1409002 0.163 0.003  4.840380e-43       1
## Ghrl            1.788400e-47  1.0158195 0.939 0.758  7.136609e-43       1
## Cfi             1.802052e-47  1.9864944 0.608 0.184  7.191088e-43       1
## Cldn16          1.836310e-47  5.1617056 0.171 0.004  7.327794e-43       1
## Sis1            1.916725e-47  0.9440739 0.996 0.855  7.648692e-43       1
## Pde3a           2.040256e-47  1.3549620 0.653 0.202  8.141641e-43       1
## Efcab151        3.031130e-47  1.6047977 0.804 0.335  1.209572e-42       1
## C2              5.145329e-47  1.8115322 0.506 0.119  2.053244e-42       1
## Camk4           6.434404e-47  4.6964399 0.188 0.008  2.567649e-42       1
## Plgrkt          9.153068e-47  1.2240517 0.918 0.477  3.652532e-42       1
## Gm30986         1.076640e-46  3.1529339 0.220 0.015  4.296333e-42       1
## Cyp4f14         1.113060e-46  0.5913869 0.833 0.334  4.441664e-42       1
## Nfix            1.136348e-46  1.5569512 0.645 0.194  4.534598e-42       1
## Spint21         1.239720e-46  0.6833710 1.000 0.892  4.947103e-42       1
## Nefl            2.041210e-46  2.0595865 0.392 0.071  8.145448e-42       1
## Trappc9         2.362913e-46  1.7007704 0.718 0.277  9.429203e-42       1
## Sema4g          2.990686e-46  1.0452624 0.963 0.569  1.193433e-41       1
## Pnma8b          3.326133e-46  1.9138907 0.494 0.117  1.327294e-41       1
## Cdkl1           6.683605e-46  2.1134866 0.445 0.094  2.667093e-41       1
## 2610524H06Rik   1.402422e-45  1.5091068 0.755 0.282  5.596365e-41       1
## Slc12a8         1.503757e-45  1.4864049 0.739 0.273  6.000743e-41       1
## Nbdy            2.239100e-45  1.3032475 0.829 0.365  8.935129e-41       1
## Rpl19           2.311746e-45  0.5990009 1.000 0.904  9.225023e-41       1
## Atp5mk1         2.872883e-45  0.8281701 0.996 0.796  1.146424e-40       1
## H2-D1           4.304026e-45  0.6642803 1.000 0.891  1.717521e-40       1
## Rtn4r           1.111387e-44  1.5305343 0.469 0.103  4.434989e-40       1
## Gabarapl21      1.374604e-44  0.8722304 1.000 0.760  5.485359e-40       1
## Rps3            2.361735e-44  0.4684751 1.000 0.849  9.424504e-40       1
## Pfkfb3          3.064788e-44  2.1078254 0.498 0.130  1.223004e-39       1
## Tspo            3.893485e-44  1.0826240 0.947 0.535  1.553695e-39       1
## Rps10           4.746915e-44  0.4827791 1.000 0.879  1.894256e-39       1
## Snhg18          6.834945e-44  1.4010768 0.812 0.375  2.727485e-39       1
## Ebpl            7.344838e-44  1.8199124 0.616 0.203  2.930957e-39       1
## Nostrin1        1.207339e-43  0.9931323 0.980 0.700  4.817888e-39       1
## Pir             1.411112e-43  2.7107409 0.331 0.053  5.631042e-39       1
## Lgals3bp        1.768105e-43  0.7729091 0.996 0.868  7.055622e-39       1
## Tmod2           1.954850e-43  1.3460208 0.641 0.194  7.800829e-39       1
## Tpst11          2.398998e-43  1.1531554 0.931 0.470  9.573202e-39       1
## Rps2            3.740603e-43  0.2769781 0.996 0.835  1.492687e-38       1
## Rpl39           4.525499e-43  0.4400616 1.000 0.826  1.805900e-38       1
## Olfm11          4.972244e-43  1.0140321 0.967 0.552  1.984174e-38       1
## Cr1l            4.994419e-43  1.2622647 0.820 0.396  1.993023e-38       1
## Fads2           6.308745e-43  1.2529416 0.796 0.320  2.517505e-38       1
## Pcbd2           6.349248e-43  1.2818686 0.841 0.389  2.533667e-38       1
## Efcc1           6.366714e-43  1.6186749 0.486 0.118  2.540637e-38       1
## Krt79           7.809877e-43  6.7616835 0.139 0.001  3.116532e-38       1
## Ldb3            1.292229e-42  1.5909123 0.567 0.172  5.156639e-38       1
## Gm39858         1.810936e-42  1.7818897 0.506 0.127  7.226540e-38       1
## Rpl12           1.895198e-42  0.4276460 0.992 0.752  7.562786e-38       1
## Cyp2c681        3.210891e-42  1.3589325 0.943 0.577  1.281306e-37       1
## Col11a2         3.970256e-42  1.9756894 0.331 0.053  1.584331e-37       1
## Hnf1aos1        4.091696e-42  1.3839968 0.678 0.237  1.632791e-37       1
## Cldn1           5.146380e-42  2.9276384 0.278 0.036  2.053663e-37       1
## Slit1           5.634545e-42  1.9720141 0.273 0.034  2.248465e-37       1
## Mycn            6.116033e-42  3.5164143 0.224 0.020  2.440603e-37       1
## Ccdc85b         6.246715e-42  1.3282818 0.788 0.336  2.492752e-37       1
## Tm7sf2          1.475556e-41  1.6762902 0.535 0.149  5.888208e-37       1
## Pepd            2.022208e-41  0.5576880 0.951 0.568  8.069622e-37       1
## 5033421B08Rik   3.029663e-41  1.5360792 0.510 0.139  1.208987e-36       1
## Maged2          3.241248e-41  1.1092219 0.702 0.261  1.293420e-36       1
## Mgll1           3.301249e-41  0.6921027 0.971 0.478  1.317364e-36       1
## Cnpy2           4.646311e-41  0.9769550 0.959 0.602  1.854110e-36       1
## Slc16a10        4.762245e-41  1.0985370 0.898 0.435  1.900374e-36       1
## Bhlhe41         5.653975e-41  3.6861646 0.180 0.010  2.256219e-36       1
## Lysmd21         5.833553e-41  1.3750668 0.743 0.293  2.327879e-36       1
## Zfp395          8.267744e-41  1.8122712 0.486 0.132  3.299243e-36       1
## Pglyrp1         9.387021e-41  1.2635429 0.767 0.310  3.745891e-36       1
## Amotl2          1.017190e-40  1.9665896 0.424 0.094  4.059096e-36       1
## Hgfac           1.068820e-40  1.1588171 0.739 0.284  4.265128e-36       1
## Endod1          1.793231e-40  1.9221853 0.408 0.093  7.155889e-36       1
## B3gnt9          2.170193e-40  3.1320530 0.216 0.019  8.660153e-36       1
## Ctdspl          2.306939e-40  1.0131998 0.959 0.627  9.205842e-36       1
## Elapor11        3.106513e-40  0.7005788 0.992 0.823  1.239654e-35       1
## Sh3pxd2a        3.416424e-40  1.4835701 0.518 0.138  1.363324e-35       1
## Rpl15           3.787369e-40  0.5448505 1.000 0.823  1.511350e-35       1
## Ywhah           6.551044e-40  0.8801902 0.992 0.739  2.614194e-35       1
## Nog             6.787547e-40  5.3783536 0.139 0.003  2.708571e-35       1
## Rpl37a1         6.990589e-40  0.6747938 1.000 0.911  2.789595e-35       1
## Tpmt            8.034393e-40  1.4862230 0.645 0.228  3.206125e-35       1
## Ttr1            9.974639e-40  0.9020619 0.984 0.639  3.980380e-35       1
## Cap2            1.363737e-39  3.1851436 0.216 0.020  5.441992e-35       1
## Calml41         1.872097e-39  0.7380436 0.984 0.822  7.470602e-35       1
## Rps7            1.902562e-39  0.4040669 1.000 0.864  7.592174e-35       1
## Uchl1           1.928426e-39  2.8280554 0.261 0.034  7.695385e-35       1
## Tdrd12          2.088979e-39  1.7874130 0.351 0.064  8.336070e-35       1
## Arsb1           2.183267e-39  1.5024028 0.649 0.229  8.712326e-35       1
## H2-K1           2.689523e-39  0.5645869 1.000 0.929  1.073254e-34       1
## Hexb            4.191163e-39  0.9790959 0.971 0.622  1.672484e-34       1
## Fam222a         4.416271e-39  1.5585381 0.649 0.237  1.762313e-34       1
## Ppp1r14a        7.748390e-39  4.0067024 0.155 0.006  3.091995e-34       1
## Snx18           8.950700e-39  1.1453971 0.829 0.375  3.571777e-34       1
## Ypel3           1.024671e-38  1.0282424 0.922 0.530  4.088948e-34       1
## Qsox1           1.370082e-38  1.0289799 0.694 0.251  5.467310e-34       1
## Cpq             1.413468e-38  1.0916543 0.927 0.574  5.640444e-34       1
## Ptp4a3          2.304598e-38  1.3662251 0.571 0.180  9.196499e-34       1
## Fam174a1        2.737505e-38  1.2755907 0.792 0.388  1.092401e-33       1
## Muc4            3.629919e-38  0.9382476 0.951 0.589  1.448519e-33       1
## Prdx11          4.674057e-38  0.6948415 1.000 0.857  1.865182e-33       1
## Gm30648         5.263842e-38  1.0460127 0.755 0.290  2.100536e-33       1
## Rpl37           5.940662e-38  0.5168139 0.992 0.845  2.370621e-33       1
## Rpl27a          5.971242e-38  0.3494292 1.000 0.846  2.382824e-33       1
## Nkx6-3          6.038541e-38  2.9154675 0.265 0.038  2.409680e-33       1
## Klf7            8.370308e-38  0.9054215 0.947 0.574  3.340171e-33       1
## Epha4           1.218606e-37  3.1115231 0.245 0.031  4.862846e-33       1
## Kcnj3           1.278056e-37  0.9065844 0.706 0.243  5.100082e-33       1
## Ctsf            1.628573e-37  1.4095009 0.649 0.229  6.498821e-33       1
## Ggact           1.688269e-37  1.3866874 0.678 0.247  6.737037e-33       1
## Ces2a           2.078520e-37  1.1295049 0.661 0.252  8.294335e-33       1
## Mrpl15          3.150073e-37  1.0372414 0.951 0.563  1.257036e-32       1
## Vsig2           3.164576e-37  1.8966708 0.588 0.214  1.262824e-32       1
## Rnf130          3.188723e-37  1.0594787 0.841 0.358  1.272460e-32       1
## Blnk            4.507642e-37  1.1970214 0.653 0.239  1.798774e-32       1
## Riiad11         4.703027e-37  1.0823788 0.861 0.410  1.876743e-32       1
## Acaa2           5.109312e-37  0.8198237 0.894 0.462  2.038871e-32       1
## Tomm7           5.231606e-37  0.7414403 0.980 0.715  2.087672e-32       1
## Atp5mc2         6.645033e-37  0.6572135 0.992 0.751  2.651700e-32       1
## Svip1           8.547722e-37  1.0055335 0.971 0.660  3.410968e-32       1
## Fxyd5           8.925146e-37  2.2850444 0.261 0.036  3.561580e-32       1
## 9330162012Rik   9.347575e-37  1.6088384 0.461 0.126  3.730150e-32       1
## Rpl13           1.109664e-36  0.2984148 0.996 0.876  4.428115e-32       1
## Rpl3            1.151154e-36  0.4702908 1.000 0.804  4.593680e-32       1
## Rps4x           1.857093e-36  0.3060136 1.000 0.843  7.410731e-32       1
## Hagh            1.899564e-36  0.9359687 0.865 0.427  7.580210e-32       1
## Rap1gap         2.030925e-36  0.8601867 0.767 0.289  8.104406e-32       1
## Mpc2            2.948566e-36  0.8495130 0.959 0.623  1.176625e-31       1
## Usp25           3.861924e-36  1.1312970 0.763 0.351  1.541101e-31       1
## Klf12           4.038152e-36  0.8968232 0.829 0.389  1.611425e-31       1
## Tspan11         4.295184e-36  0.7719039 0.992 0.745  1.713993e-31       1
## Commd1          4.326315e-36  0.9716163 0.910 0.523  1.726416e-31       1
## Cped1           4.866829e-36  1.2328366 0.429 0.103  1.942108e-31       1
## Ifi271          5.946767e-36  0.9291664 0.967 0.635  2.373057e-31       1
## Cfap69          6.686697e-36  2.2975039 0.245 0.032  2.668326e-31       1
## Tulp2           9.336578e-36  1.8708780 0.465 0.133  3.725761e-31       1
## Bcl11a          9.522313e-36  1.2569785 0.661 0.246  3.799879e-31       1
## Kif2a           1.320346e-35  1.0911610 0.873 0.492  5.268842e-31       1
## Trp53inp1       1.402144e-35  1.0945251 0.857 0.422  5.595256e-31       1
## Slc50a1         1.599153e-35  0.9798110 0.882 0.440  6.381420e-31       1
## Mettl261        1.731153e-35  0.8450695 0.976 0.679  6.908167e-31       1
## Pdzk1ip1        1.978514e-35  1.5991213 0.547 0.180  7.895262e-31       1
## 4732419C18Rik   2.010764e-35  1.1711648 0.510 0.143  8.023955e-31       1
## Rps3a1          2.050604e-35  0.4472840 1.000 0.913  8.182935e-31       1
## Rpl23           2.275405e-35  0.3414371 1.000 0.883  9.080005e-31       1
## Gm39460         2.681541e-35  3.2144401 0.151 0.008  1.070069e-30       1
## Bcam1           4.553599e-35  0.7894596 0.951 0.500  1.817114e-30       1
## Rps16           4.577928e-35  0.3428853 0.996 0.860  1.826822e-30       1
## Rps15a          4.843569e-35  0.3682422 1.000 0.806  1.932826e-30       1
## Mia             5.088233e-35  1.6619755 0.510 0.157  2.030459e-30       1
## Atp5if1         7.750252e-35  0.5486023 1.000 0.891  3.092738e-30       1
## Rnaset2a        1.137939e-34  1.4096674 0.563 0.197  4.540944e-30       1
## Grcc101         1.563999e-34  0.8174604 0.980 0.706  6.241140e-30       1
## Tcaf2           1.583057e-34  2.4801425 0.249 0.037  6.317189e-30       1
## Tsc22d11        1.680242e-34  0.7669682 1.000 0.808  6.705005e-30       1
## Urah            1.688806e-34  1.2175588 0.702 0.301  6.739181e-30       1
## Shisal1         1.711109e-34  1.1913223 0.694 0.269  6.828181e-30       1
## Msrb1           1.772809e-34  1.1690476 0.812 0.428  7.074394e-30       1
## Marchf11        2.117545e-34  2.2506557 0.245 0.034  8.450063e-30       1
## Mtcl1           2.888601e-34  1.2419787 0.506 0.152  1.152696e-29       1
## Ppia1           3.827515e-34  0.5679656 0.996 0.861  1.527370e-29       1
## Cga             4.457633e-34  6.2576762 0.102 0.000  1.778819e-29       1
## Grb14           4.459405e-34  1.5189151 0.498 0.152  1.779526e-29       1
## Rps13           5.526397e-34  0.5193778 1.000 0.813  2.205309e-29       1
## Pla2g2d         7.054705e-34  1.2756022 0.420 0.108  2.815180e-29       1
## Gcg             7.352591e-34  0.6440198 0.629 0.250  2.934051e-29       1
## Scgn            8.128487e-34  0.4359863 0.922 0.342  3.243673e-29       1
## Gde1            1.313310e-33  0.7507314 0.845 0.392  5.240765e-29       1
## Gm41848         1.664858e-33  5.6101120 0.110 0.001  6.643614e-29       1
## Gm142071        1.976618e-33  1.2807299 0.727 0.328  7.887693e-29       1
## Rpl11           2.947544e-33  0.4628744 1.000 0.869  1.176217e-28       1
## Slc22a15        3.463654e-33  1.6676405 0.310 0.061  1.382171e-28       1
## Dip2a           3.572766e-33  1.4380247 0.424 0.117  1.425712e-28       1
## Ikbip           3.728398e-33  1.9505285 0.380 0.093  1.487817e-28       1
## Lsm6            4.016390e-33  0.7993416 0.943 0.600  1.602741e-28       1
## Trim2           4.133048e-33  0.7170364 0.771 0.320  1.649293e-28       1
## Romo11          5.636198e-33  0.6991394 0.996 0.741  2.249125e-28       1
## Rpl17           5.651397e-33  0.3628479 1.000 0.834  2.255190e-28       1
## Ceacam10        5.878007e-33  0.8301021 0.849 0.430  2.345619e-28       1
## Glod51          6.283839e-33  0.8574353 0.935 0.537  2.507566e-28       1
## Cdkl5           6.536730e-33  2.0530677 0.302 0.059  2.608482e-28       1
## Agfg2           6.862877e-33  1.2146237 0.645 0.242  2.738631e-28       1
## Tmem263         7.171557e-33  1.0043139 0.796 0.370  2.861810e-28       1
## Lin7a           7.481318e-33  1.2154195 0.486 0.139  2.985420e-28       1
## G430095P16Rik   8.558917e-33  4.0446741 0.139 0.007  3.415436e-28       1
## Ret1            8.574065e-33  0.6949308 0.865 0.420  3.421481e-28       1
## Eef1a1          9.666518e-33  0.4392696 1.000 0.955  3.857424e-28       1
## Rac3            1.159170e-32  1.4367247 0.510 0.165  4.625670e-28       1
## Nhlh1           1.265039e-32  2.1544075 0.265 0.043  5.048138e-28       1
## Tbc1d9          1.580508e-32  1.2404569 0.641 0.238  6.307019e-28       1
## Rpl34           1.870129e-32  0.4902920 1.000 0.807  7.462748e-28       1
## Leprotl11       2.062896e-32  0.9723728 0.910 0.568  8.231987e-28       1
## Sh3bgrl3        2.181509e-32  0.6913371 0.967 0.648  8.705311e-28       1
## Gm53846         2.530536e-32  2.3848649 0.216 0.027  1.009811e-27       1
## Lbp             2.767674e-32  3.2469131 0.155 0.011  1.104440e-27       1
## Cd59a           2.850949e-32  1.0450188 0.657 0.259  1.137671e-27       1
## Rnaset2b        2.857319e-32  1.5586598 0.502 0.168  1.140213e-27       1
## Ero1b           3.256420e-32  1.2629842 0.522 0.171  1.299474e-27       1
## P2rx4           4.810571e-32  1.3787344 0.588 0.220  1.919658e-27       1
## Diras2          5.009548e-32  2.8785543 0.167 0.014  1.999060e-27       1
## Sgpp2           5.468354e-32  0.9357284 0.910 0.528  2.182147e-27       1
## F13b            5.519631e-32  2.4135657 0.118 0.003  2.202609e-27       1
## Mgst2           5.893623e-32  0.6131699 0.645 0.240  2.351850e-27       1
## Rpl35a          6.576440e-32  0.4303394 1.000 0.793  2.624328e-27       1
## Uba52           9.501528e-32  0.3023864 1.000 0.938  3.791585e-27       1
## Rpl22l1         1.085364e-31  0.5154337 0.984 0.688  4.331146e-27       1
## Kcnh31          1.106909e-31  1.0015526 0.633 0.224  4.417122e-27       1
## Rpl18           1.260329e-31  0.4487396 1.000 0.864  5.029343e-27       1
## Stmn3           1.393263e-31  2.4244497 0.294 0.059  5.559816e-27       1
## Rprm            1.404663e-31  2.4436707 0.237 0.036  5.605307e-27       1
## Hint1           1.478598e-31  0.6362327 0.996 0.811  5.900346e-27       1
## Ndufa1          1.571890e-31  0.6609389 0.992 0.788  6.272626e-27       1
## Lyplal1         1.628654e-31  1.5895147 0.433 0.124  6.499145e-27       1
## Fth1            2.000658e-31  0.1854704 1.000 0.953  7.983626e-27       1
## Rab37           2.403871e-31  1.1031135 0.612 0.215  9.592646e-27       1
## Ptms            2.778440e-31  0.6064857 0.996 0.871  1.108736e-26       1
## Hus1            3.140385e-31  1.2297174 0.555 0.197  1.253171e-26       1
## Il1rap          3.623147e-31  1.3140692 0.445 0.133  1.445817e-26       1
## Arl10           3.938120e-31  1.0029027 0.657 0.252  1.571507e-26       1
## Susd4           4.404882e-31  5.3693786 0.098 0.001  1.757768e-26       1
## Gadd45b1        4.733333e-31  1.1510121 0.788 0.375  1.888837e-26       1
## C8b             4.948664e-31  2.9789520 0.171 0.016  1.974764e-26       1
## Pgap1           5.859059e-31  0.9903979 0.776 0.347  2.338057e-26       1
## Pex19           7.226459e-31  1.0163674 0.767 0.368  2.883718e-26       1
## Chchd10         8.566930e-31  0.4377800 0.959 0.600  3.418633e-26       1
## Rgs17           8.812749e-31  0.9868704 0.739 0.334  3.516727e-26       1
## B4galt4         9.667918e-31  1.3640039 0.494 0.159  3.857982e-26       1
## Serpina1d1      1.135682e-30  1.0017113 0.384 0.094  4.531939e-26       1
## Orm3            1.139269e-30  3.9060498 0.114 0.003  4.546251e-26       1
## Znrf2           1.316385e-30  0.9677801 0.759 0.352  5.253035e-26       1
## Prdx5           1.532983e-30  0.3877254 0.963 0.715  6.117369e-26       1
## Mblac2          1.548685e-30  1.7100690 0.412 0.117  6.180027e-26       1
## Cmas1           1.575247e-30  0.8556826 0.902 0.580  6.286023e-26       1
## Anp32a          1.604621e-30  0.7750677 0.963 0.568  6.403240e-26       1
## Sgpl11          1.715765e-30  0.8844165 0.914 0.551  6.846760e-26       1
## Gm53258         1.895571e-30  1.2558419 0.784 0.428  7.564277e-26       1
## LOC118568133    2.237205e-30  1.1814737 0.661 0.267  8.927568e-26       1
## Lst1            2.583749e-30  1.7129580 0.396 0.110  1.031045e-25       1
## H3f3a1          2.611458e-30  0.6232855 1.000 0.867  1.042102e-25       1
## 1810037I17Rik   2.611833e-30  0.7329767 0.996 0.751  1.042252e-25       1
## Pkp1            2.623436e-30  1.7606356 0.416 0.126  1.046882e-25       1
## C4bp            2.807955e-30  2.6048335 0.155 0.013  1.120514e-25       1
## Pcca1           2.952307e-30  1.1420240 0.698 0.305  1.178118e-25       1
## Slc17a4         3.238608e-30  0.8225799 0.873 0.494  1.292367e-25       1
## Mien11          3.248496e-30  0.7197221 0.971 0.711  1.296312e-25       1
## Txnip           5.303214e-30  1.1841945 0.878 0.556  2.116248e-25       1
## Mfsd2a          5.717061e-30  1.0738576 0.620 0.251  2.281393e-25       1
## Pbld2           5.904745e-30  0.9345909 0.714 0.318  2.356289e-25       1
## Pebp1           7.729149e-30  0.7290244 0.976 0.714  3.084317e-25       1
## Isg20           8.382517e-30  1.0229177 0.816 0.423  3.345043e-25       1
## Cyb5r31         9.839637e-30  0.6183345 0.992 0.812  3.926507e-25       1
## Rplp0           1.059911e-29  0.1098015 1.000 0.882  4.229575e-25       1
## Gstm1           1.087379e-29  0.4293148 0.596 0.222  4.339185e-25       1
## Greb1           1.146668e-29  1.6073627 0.351 0.089  4.575778e-25       1
## Scg51           1.179929e-29  0.6821394 1.000 0.803  4.708507e-25       1
## Sdc2            1.367509e-29  1.0863353 0.698 0.310  5.457043e-25       1
## Gpld1           1.652425e-29  1.5145068 0.433 0.129  6.594002e-25       1
## Dgkk            1.840394e-29  5.6635229 0.106 0.003  7.344091e-25       1
## A2ml1           2.025243e-29  0.5878592 0.445 0.129  8.081734e-25       1
## Lims1           2.504369e-29  0.7696613 0.886 0.472  9.993684e-25       1
## Ndufb12         2.879216e-29  0.6270651 1.000 0.782  1.148951e-24       1
## Rpl6            3.106491e-29  0.3241749 0.996 0.893  1.239645e-24       1
## Ndufb11         3.176441e-29  0.6433786 0.992 0.755  1.267559e-24       1
## Gprc5c          3.421543e-29  1.0236166 0.624 0.234  1.365367e-24       1
## Tmem134         3.450541e-29  0.8438280 0.906 0.558  1.376939e-24       1
## Rasa4           3.747261e-29  0.7821869 0.771 0.341  1.495344e-24       1
## Hcfc1r1         4.710750e-29  0.8468537 0.902 0.563  1.879825e-24       1
## Efcab12         4.872145e-29  2.2968257 0.192 0.024  1.944230e-24       1
## Dap             5.060719e-29  0.9131450 0.861 0.504  2.019480e-24       1
## Akr1b11         5.734132e-29  0.9924037 0.865 0.479  2.288205e-24       1
## Plpp3           5.806078e-29  1.6542668 0.351 0.089  2.316915e-24       1
## Fhit            5.920230e-29  1.3422507 0.469 0.150  2.362468e-24       1
## Pter            6.356485e-29  1.7338595 0.396 0.115  2.536555e-24       1
## Plekhg1         7.215973e-29  1.1956393 0.539 0.193  2.879534e-24       1
## Rpl29           7.775569e-29  0.4276433 0.992 0.788  3.102841e-24       1
## Rps14           8.743245e-29  0.3620336 1.000 0.894  3.488992e-24       1
## Rpl7            9.443866e-29  0.2630745 1.000 0.824  3.768575e-24       1
## Ifnar2          9.570018e-29  1.0818406 0.759 0.393  3.818916e-24       1
## Man2b21         1.241628e-28  1.1933808 0.641 0.259  4.954716e-24       1
## Pparg           1.492532e-28  1.9782500 0.265 0.053  5.955951e-24       1
## Gm34173         1.803896e-28  2.1634535 0.118 0.006  7.198445e-24       1
## Soat1           1.820406e-28  1.0769289 0.661 0.280  7.264330e-24       1
## Gm5617          2.310784e-28  1.1292883 0.698 0.331  9.221183e-24       1
## Galnt7          2.470544e-28  0.8284059 0.857 0.481  9.858707e-24       1
## Tfpi            2.657641e-28  2.4297490 0.269 0.055  1.060532e-23       1
## Enpp3           2.684955e-28  0.4597244 0.596 0.224  1.071431e-23       1
## Tcaf1           2.875898e-28  1.3048143 0.641 0.283  1.147627e-23       1
## Adgrf5          2.897914e-28  0.4978548 0.784 0.330  1.156412e-23       1
## Stard4          3.036162e-28  0.8745116 0.731 0.352  1.211580e-23       1
## Cyb5a           3.301339e-28  0.4734901 0.996 0.714  1.317399e-23       1
## Rexo2           3.529210e-28  0.9908397 0.755 0.363  1.408331e-23       1
## Rgs21           3.788106e-28  0.6469651 0.988 0.604  1.511644e-23       1
## Lypla11         3.905723e-28  0.8606481 0.947 0.736  1.558579e-23       1
## 1110065P20Rik   4.501247e-28  1.1535944 0.706 0.325  1.796223e-23       1
## Focad           4.514098e-28  1.5082366 0.424 0.133  1.801351e-23       1
## Naglu           4.995872e-28  1.2501646 0.478 0.161  1.993603e-23       1
## Eif1b           5.536652e-28  0.9853312 0.776 0.407  2.209401e-23       1
## Ctsb            6.635749e-28  0.6760448 0.980 0.734  2.647996e-23       1
## Slc48a1         6.889355e-28  1.2732199 0.580 0.226  2.749197e-23       1
## Tmem38b         7.936474e-28  1.4446293 0.433 0.138  3.167050e-23       1
## Cbr1            8.014905e-28  0.5236981 0.882 0.491  3.198348e-23       1
## Asl             9.116436e-28  0.8800790 0.718 0.317  3.637914e-23       1
## Cdkn1c1         1.047948e-27  0.7937464 0.882 0.506  4.181837e-23       1
## Mrpl331         1.121050e-27  0.7828092 0.955 0.647  4.473551e-23       1
## Parva           1.194932e-27  1.3718609 0.506 0.181  4.768377e-23       1
## LOC118567825    1.494270e-27  0.9005741 0.600 0.238  5.962884e-23       1
## Stx17           1.540184e-27  0.9109458 0.559 0.217  6.146105e-23       1
## Frrs1           1.631663e-27  0.8749516 0.702 0.313  6.511150e-23       1
## Tmem97          1.668133e-27  0.9236603 0.767 0.384  6.656684e-23       1
## Rcan3           2.088184e-27  0.8597072 0.796 0.396  8.332899e-23       1
## Ctnnb11         2.110644e-27  0.5309419 0.996 0.819  8.422524e-23       1
## Ffar4           2.246183e-27  0.9870540 0.518 0.178  8.963395e-23       1
## Coa3            2.447789e-27  0.6528739 0.980 0.672  9.767903e-23       1
## Tomm20          2.687361e-27  0.6247193 0.959 0.647  1.072391e-22       1
## Tmem200a1       2.840542e-27  1.2786208 0.392 0.110  1.133518e-22       1
## 9530068E07Rik1  2.949238e-27  0.8532037 0.914 0.564  1.176894e-22       1
## Atp6v1f1        3.079105e-27  0.6042606 0.984 0.762  1.228717e-22       1
## Zfyve21         3.286910e-27  1.0978710 0.563 0.222  1.311642e-22       1
## Pfdn5           3.349086e-27  0.5449323 0.996 0.813  1.336453e-22       1
## Tcea3           3.670471e-27  0.9012668 0.473 0.152  1.464701e-22       1
## Rps8            4.020675e-27  0.1322042 1.000 0.861  1.604450e-22       1
## Nucb2           5.236952e-27  1.1907413 0.571 0.221  2.089806e-22       1
## Slc3a11         6.777484e-27  0.7203133 0.898 0.485  2.704555e-22       1
## Snph            6.799867e-27  1.6324414 0.396 0.121  2.713487e-22       1
## Eef1b2          7.977069e-27  0.2213611 0.976 0.742  3.183249e-22       1
## Cox7a21         8.942314e-27  0.4741227 1.000 0.823  3.568430e-22       1
## Ndrg21          9.760465e-27  1.0745510 0.588 0.229  3.894913e-22       1
## Sem1            1.254885e-26  0.6170624 0.976 0.718  5.007619e-22       1
## Sez6l21         1.259129e-26  0.7449230 0.947 0.607  5.024553e-22       1
## Hps4            1.285790e-26  0.8888015 0.706 0.317  5.130946e-22       1
## Srp141          1.304395e-26  0.6827853 0.959 0.680  5.205187e-22       1
## Rpl31           1.341736e-26  0.4620715 0.996 0.760  5.354198e-22       1
## Hspb6           1.440340e-26  2.6916645 0.163 0.019  5.747678e-22       1
## Prom11          1.571515e-26  0.9047757 0.657 0.285  6.271129e-22       1
## Pid1            1.625445e-26  1.8267799 0.306 0.074  6.486337e-22       1
## Gstt2           1.690068e-26  1.0589988 0.645 0.274  6.744216e-22       1
## Rapgef3         1.705834e-26  2.5558985 0.159 0.017  6.807131e-22       1
## Amer2           1.805998e-26  1.9965173 0.249 0.050  7.206833e-22       1
## Gas5            1.957467e-26  0.4256225 0.955 0.648  7.811271e-22       1
## Plekha2         2.002012e-26  0.9476048 0.759 0.363  7.989027e-22       1
## Sat2            2.052756e-26  2.2061876 0.229 0.041  8.191523e-22       1
## Fas             2.402846e-26  2.2074603 0.220 0.039  9.588555e-22       1
## Ovol2           2.421475e-26  1.0355503 0.653 0.295  9.662894e-22       1
## Svil            2.467047e-26  0.7705985 0.682 0.303  9.844753e-22       1
## Uqcc31          2.559461e-26  0.8886278 0.869 0.477  1.021353e-21       1
## A730098A19Rik   2.880619e-26  3.6059291 0.127 0.009  1.149511e-21       1
## Malrd1          3.002043e-26  0.6368010 0.857 0.426  1.197965e-21       1
## Prps2           3.184006e-26  1.7690450 0.400 0.128  1.270577e-21       1
## Entpd8          3.307416e-26  0.4972017 0.865 0.464  1.319824e-21       1
## Tnfaip8l3       3.390410e-26  1.1425144 0.335 0.089  1.352943e-21       1
## Dut             4.586688e-26  0.7965934 0.665 0.271  1.830318e-21       1
## Gm20234         4.638282e-26  1.5139576 0.339 0.090  1.850906e-21       1
## Rps28           4.675600e-26  0.2766217 0.996 0.854  1.865798e-21       1
## Cfap92          6.714574e-26  2.6674333 0.171 0.022  2.679451e-21       1
## Pnlip           7.580187e-26  4.6366682 0.082 0.001  3.024874e-21       1
## Trappc2l        8.664790e-26  0.7464750 0.918 0.556  3.457684e-21       1
## Rpl30           8.758711e-26  0.3339080 1.000 0.836  3.495164e-21       1
## Park7           9.811009e-26  0.5998156 0.980 0.679  3.915083e-21       1
## Slc38a4         1.014844e-25  5.2782355 0.086 0.001  4.049736e-21       1
## C1d             1.028599e-25  0.7695804 0.853 0.456  4.104623e-21       1
## Tagln3          1.156534e-25  4.0541776 0.118 0.008  4.615147e-21       1
## Pmm1            1.437432e-25  1.3945676 0.424 0.143  5.736071e-21       1
## Nme2            1.786031e-25  0.3547381 0.967 0.697  7.127156e-21       1
## Ostc            1.901761e-25  0.6502412 0.971 0.690  7.588976e-21       1
## Apobec3         2.052566e-25  0.8975839 0.657 0.287  8.190765e-21       1
## Rpl9            2.973383e-25  0.3823235 0.996 0.840  1.186528e-20       1
## Tspan17         3.110006e-25  1.0230752 0.600 0.259  1.241048e-20       1
## Imp3            3.266822e-25  0.9009536 0.849 0.488  1.303625e-20       1
## Mcee            3.488619e-25  0.7755641 0.833 0.419  1.392133e-20       1
## Psma4           3.657301e-25  0.6055067 0.980 0.690  1.459446e-20       1
## Rpl8            3.787396e-25  0.2788108 1.000 0.892  1.511360e-20       1
## Arl6ip5         4.416044e-25  0.9647499 0.718 0.358  1.762222e-20       1
## Ebp1            4.476541e-25  0.8263282 0.804 0.442  1.786364e-20       1
## Ccna1           5.274185e-25  2.1626184 0.106 0.006  2.104664e-20       1
## Pccb            5.576734e-25  0.7232577 0.804 0.410  2.225396e-20       1
## Arl3            6.047035e-25  0.8869168 0.808 0.432  2.413069e-20       1
## Arpp191         6.670384e-25  0.5738654 0.992 0.767  2.661817e-20       1
## Colgalt1        7.327280e-25  1.0071542 0.608 0.256  2.923951e-20       1
## Rab4b           7.601875e-25  0.7489517 0.849 0.495  3.033528e-20       1
## Clec2e          7.994899e-25  0.8047492 0.567 0.222  3.190365e-20       1
## Maob1           8.015717e-25  1.2025923 0.551 0.222  3.198672e-20       1
## H2az1           8.748503e-25  0.4633283 0.996 0.811  3.491090e-20       1
## Kdelr1          8.995613e-25  0.7073048 0.939 0.657  3.589699e-20       1
## Pax6os1         1.023601e-24  1.1758272 0.486 0.169  4.084681e-20       1
## Ogfod3          1.060765e-24  1.1547622 0.506 0.194  4.232983e-20       1
## Strip2          1.249003e-24  1.7246826 0.253 0.055  4.984146e-20       1
## Sult1d1         1.439217e-24  0.5653818 0.947 0.541  5.743197e-20       1
## Serf2           1.450962e-24  0.3769356 0.996 0.885  5.790064e-20       1
## Acsl5           1.466330e-24  0.2355850 0.918 0.566  5.851390e-20       1
## Tenm3           1.581662e-24  1.1793910 0.400 0.125  6.311624e-20       1
## Rps5            1.702409e-24  0.1414790 1.000 0.835  6.793464e-20       1
## Tet1            1.796672e-24  1.5092283 0.347 0.099  7.169621e-20       1
## Vps37d          1.802843e-24  1.6652239 0.343 0.097  7.194244e-20       1
## Nfib            1.955251e-24  0.8476627 0.543 0.205  7.802427e-20       1
## Prkacb          2.071357e-24  0.8512254 0.829 0.473  8.265751e-20       1
## Arhgap31        2.154442e-24  1.0457046 0.429 0.140  8.597301e-20       1
## Tmem9           2.239675e-24  1.5239843 0.437 0.154  8.937423e-20       1
## Galnt41         2.290788e-24  0.8045032 0.886 0.556  9.141390e-20       1
## Hopx1           2.459754e-24  0.5622337 1.000 0.853  9.815647e-20       1
## Tm4sf1          2.497353e-24  3.7433067 0.090 0.003  9.965686e-20       1
## Ocrl            2.766038e-24  0.7147813 0.637 0.274  1.103787e-19       1
## Mmp14           5.147184e-24  0.7153051 0.857 0.512  2.053984e-19       1
## Cyp4b1          5.586527e-24  0.5718051 0.882 0.520  2.229304e-19       1
## Ywhaq1          7.281109e-24  0.6448305 0.955 0.672  2.905527e-19       1
## Dnlz            7.600648e-24  0.8050393 0.649 0.286  3.033038e-19       1
## Atxn101         7.800847e-24  0.6447303 0.939 0.643  3.112928e-19       1
## Cdc14a          8.093711e-24  1.2216208 0.433 0.152  3.229796e-19       1
## Pld3            8.279187e-24  0.9458452 0.682 0.321  3.303810e-19       1
## Gfra3           8.289541e-24  0.8040290 0.792 0.418  3.307941e-19       1
## Aplp2           8.534262e-24  0.7947492 0.759 0.377  3.405597e-19       1
## Tmx11           8.623920e-24  0.7526558 0.890 0.589  3.441375e-19       1
## Mgat31          8.890721e-24  0.6344787 0.967 0.685  3.547842e-19       1
## Pgrmc2          9.035210e-24  0.7557658 0.824 0.461  3.605501e-19       1
## Slc39a2         9.406198e-24  1.7482937 0.265 0.061  3.753543e-19       1
## Mospd21         1.041226e-23  0.9475249 0.690 0.338  4.155014e-19       1
## Arhgef38        1.153085e-23  0.5595356 0.980 0.639  4.601385e-19       1
## Psmb9           1.168559e-23  0.8603215 0.665 0.313  4.663136e-19       1
## Epha7           1.169546e-23  1.3205947 0.339 0.094  4.667075e-19       1
## Cela11          1.303095e-23  0.7097356 0.824 0.446  5.200002e-19       1
## Avil            1.451149e-23  0.5180237 0.212 0.039  5.790812e-19       1
## Lcmt2           1.727605e-23  1.5422386 0.343 0.102  6.894009e-19       1
## Fads3           1.783750e-23  1.3672506 0.404 0.134  7.118054e-19       1
## Ezh2            1.849991e-23  0.8317178 0.669 0.299  7.382390e-19       1
## Smim6           1.860834e-23  0.6794547 0.959 0.669  7.425658e-19       1
## Pomgnt2         1.948801e-23  1.6698305 0.302 0.081  7.776692e-19       1
## Rpl41           2.000190e-23  0.3267598 1.000 0.945  7.981758e-19       1
## Rab2a1          2.080626e-23  0.5452008 0.992 0.834  8.302738e-19       1
## Glo1            2.209881e-23  0.7065621 0.845 0.468  8.818529e-19       1
## Pla2g2f         2.261144e-23  0.7391705 0.890 0.526  9.023094e-19       1
## Sdf41           2.278622e-23  0.6283545 0.976 0.746  9.092843e-19       1
## Mexis           2.357660e-23  2.0969511 0.229 0.048  9.408241e-19       1
## Ntrk2           2.791656e-23  4.0497652 0.094 0.004  1.114010e-18       1
## Cetn2           2.887439e-23  0.8572092 0.698 0.346  1.152232e-18       1
## Pdxk1           3.105558e-23  0.6917015 0.906 0.549  1.239273e-18       1
## Usp18           3.510836e-23  0.8452598 0.653 0.289  1.400999e-18       1
## Gm29825         3.619128e-23  4.1876889 0.090 0.003  1.444213e-18       1
## Slc16a11        3.665011e-23  0.6029815 0.776 0.361  1.462523e-18       1
## Hepacam21       4.046586e-23  0.5439019 1.000 0.875  1.614790e-18       1
## Zfp4671         4.365737e-23  0.7781056 0.727 0.328  1.742147e-18       1
## Maged1          4.605638e-23  0.6014004 0.971 0.681  1.837880e-18       1
## Id21            4.696830e-23  0.6097625 0.976 0.749  1.874270e-18       1
## Ppib            4.728322e-23  0.5023461 0.984 0.691  1.886837e-18       1
## Ergic31         4.893850e-23  0.6382721 0.939 0.669  1.952891e-18       1
## Angptl8         5.021556e-23  1.4859500 0.343 0.100  2.003852e-18       1
## Col1a2          5.171124e-23  2.5644410 0.086 0.003  2.063537e-18       1
## Lrpprc          5.177981e-23  1.1135809 0.616 0.286  2.066273e-18       1
## Tmod1           5.340440e-23  3.5591467 0.106 0.007  2.131102e-18       1
## Npm1            5.374688e-23  0.2029208 0.988 0.730  2.144769e-18       1
## Cenpx           6.226014e-23  0.7089386 0.755 0.391  2.484491e-18       1
## Pecr            7.788756e-23  1.8052703 0.310 0.089  3.108103e-18       1
## Nxnl2           8.295868e-23  1.3869552 0.314 0.083  3.310466e-18       1
## Ost4            9.465373e-23  0.6663821 0.886 0.526  3.777157e-18       1
## Mapk8ip11       9.663563e-23  0.9568054 0.531 0.205  3.856245e-18       1
## Pitx1           9.751412e-23  0.9572745 0.486 0.192  3.891301e-18       1
## Slc16a2         1.036580e-22  1.7882378 0.245 0.055  4.136473e-18       1
## Deptor          1.059130e-22  0.6805212 0.731 0.354  4.226460e-18       1
## Nit2            1.069869e-22  1.0338859 0.612 0.285  4.269312e-18       1
## Gm12506         1.107634e-22  2.9009528 0.122 0.011  4.420014e-18       1
## Cox171          1.148377e-22  0.5103836 0.988 0.785  4.582597e-18       1
## Morf4l21        1.173426e-22  0.5755428 0.976 0.763  4.682558e-18       1
## Rps25           1.236041e-22  0.3352146 0.996 0.812  4.932420e-18       1
## Ap3s11          1.249222e-22  0.7402662 0.873 0.544  4.985022e-18       1
## Golga7b         1.258595e-22  1.0630534 0.343 0.102  5.022424e-18       1
## Bmpr1a          1.287270e-22  0.6993146 0.898 0.593  5.136849e-18       1
## Tmem45b         1.387718e-22  0.7567826 0.829 0.459  5.537690e-18       1
## Cyba            1.401024e-22  0.4782329 0.694 0.308  5.590786e-18       1
## Mpc1            1.579389e-22  0.5747417 0.910 0.576  6.302551e-18       1
## Rack1           1.644790e-22  0.1648713 0.996 0.832  6.563536e-18       1
## Tmsb101         1.662127e-22  0.4889122 1.000 0.872  6.632716e-18       1
## Rpl36           1.719125e-22  0.2479952 1.000 0.897  6.860168e-18       1
## H2-M3           1.723268e-22  1.5431956 0.363 0.117  6.876702e-18       1
## Slc39a14        1.731709e-22  0.8959578 0.580 0.245  6.910385e-18       1
## Gm542261        1.997335e-22  2.0093751 0.233 0.050  7.970366e-18       1
## Pfn2            2.082076e-22  1.2542578 0.404 0.133  8.308524e-18       1
## Gm34299         2.094725e-22  3.3713868 0.098 0.006  8.359002e-18       1
## Rpl14           2.113208e-22  0.1968221 0.996 0.829  8.432756e-18       1
## Calm2           2.180741e-22  0.4864517 0.992 0.841  8.702247e-18       1
## C1qtnf1         2.214841e-22  2.0342189 0.192 0.034  8.838323e-18       1
## Cfap36          2.232125e-22  0.8581114 0.743 0.399  8.907293e-18       1
## Cetn3           2.315896e-22  0.8270070 0.771 0.416  9.241584e-18       1
## B2m             2.459709e-22  0.2930721 0.996 0.860  9.815468e-18       1
## Ffar3           2.475495e-22  0.7352232 0.416 0.137  9.878465e-18       1
## Slc40a1         2.619098e-22  0.5858355 0.380 0.121  1.045151e-17       1
## Sv2b            2.730198e-22  5.6673059 0.065 0.000  1.089486e-17       1
## Rheb            2.971472e-22  0.6912046 0.824 0.468  1.185766e-17       1
## Nudt2           3.091859e-22  1.1737771 0.478 0.186  1.233806e-17       1
## Prkaa21         3.374982e-22  0.6523804 0.690 0.331  1.346787e-17       1
## Dync2li1        3.376942e-22  1.2297759 0.461 0.174  1.347569e-17       1
## Nipsnap3b       3.487830e-22  0.7751590 0.812 0.470  1.391819e-17       1
## Cbfa2t31        3.691675e-22  0.6704664 0.845 0.463  1.473163e-17       1
## Rps29           3.734811e-22  0.2269819 1.000 0.904  1.490376e-17       1
## Bphl            3.783247e-22  1.0673414 0.608 0.285  1.509705e-17       1
## Fkbp1a1         4.078560e-22  0.5180536 0.996 0.797  1.627549e-17       1
## Cpd1            4.248095e-22  0.7078203 0.922 0.594  1.695203e-17       1
## Ppp1cb1         4.251839e-22  0.4839204 0.963 0.771  1.696696e-17       1
## Stxbp6          4.917512e-22  1.5695163 0.302 0.085  1.962333e-17       1
## Tax1bp1         4.940712e-22  0.4812055 0.996 0.890  1.971591e-17       1
## Man2b1          5.274387e-22  0.8102647 0.722 0.385  2.104744e-17       1
## Nfic            5.711545e-22  0.8441935 0.645 0.289  2.279192e-17       1
## Foxa2           6.645530e-22  0.8745997 0.714 0.365  2.651899e-17       1
## Stard3nl        6.999162e-22  1.0331860 0.608 0.291  2.793016e-17       1
## Gm52543         7.435423e-22  2.8859878 0.139 0.017  2.967106e-17       1
## Itga21          7.573820e-22  0.7839585 0.527 0.211  3.022333e-17       1
## Tubb2b1         8.990524e-22  0.5443773 0.849 0.444  3.587669e-17       1
## Chst8           9.344306e-22  2.0616327 0.286 0.078  3.728845e-17       1
## Ntan1           9.967196e-22  0.7677777 0.816 0.440  3.977410e-17       1
## Ccdc50          1.014514e-21  0.6628339 0.796 0.470  4.048417e-17       1
## Zfp30           1.213390e-21  1.1866708 0.318 0.091  4.842032e-17       1
## Zbed3           1.343837e-21  1.4289167 0.347 0.112  5.362581e-17       1
## Fat4            1.357067e-21  1.5678476 0.212 0.043  5.415377e-17       1
## Nucb1           1.398981e-21  0.6232764 0.976 0.692  5.582633e-17       1
## Pde1c           1.433704e-21  1.0603056 0.433 0.155  5.721196e-17       1
## Psen21          1.599106e-21  0.8880808 0.710 0.359  6.381232e-17       1
## Tmem38a         1.704246e-21  0.8388644 0.510 0.200  6.800794e-17       1
## Rpl21           1.710821e-21  0.3109734 1.000 0.865  6.827032e-17       1
## Gp1bb           1.793686e-21  1.1922840 0.478 0.199  7.157703e-17       1
## Hmgb1           1.880861e-21  0.2869453 0.988 0.809  7.505574e-17       1
## Ggh             1.955205e-21  0.8397844 0.657 0.314  7.802244e-17       1
## Septin5         1.991417e-21  1.2769337 0.420 0.157  7.946750e-17       1
## Prdx21          2.071336e-21  0.5358139 0.992 0.778  8.265666e-17       1
## Plaat3          2.135854e-21  0.6842951 0.527 0.215  8.523124e-17       1
## Rab39b          2.199739e-21  1.2282932 0.298 0.081  8.778059e-17       1
## Aplp11          2.508064e-21  0.4976444 0.992 0.807  1.000843e-16       1
## Raph1           2.533664e-21  0.4847912 0.922 0.619  1.011059e-16       1
## Hmgn5           2.545772e-21  0.6580523 0.776 0.383  1.015890e-16       1
## Tmem2561        2.649857e-21  0.5716754 0.955 0.649  1.057425e-16       1
## Ceacam18        2.758648e-21  0.7684128 0.731 0.365  1.100838e-16       1
## Gm5148          2.826296e-21  3.4497267 0.106 0.008  1.127833e-16       1
## Steap2          2.854403e-21  0.8643967 0.510 0.212  1.139049e-16       1
## Chd6            2.857815e-21  0.5683043 0.865 0.509  1.140411e-16       1
## Tspan131        2.922775e-21  0.5446731 0.992 0.775  1.166333e-16       1
## Rpl7a           2.935692e-21  0.2492600 1.000 0.830  1.171488e-16       1
## Hsd17b13        3.097265e-21  2.0946230 0.261 0.070  1.235964e-16       1
## 0610040J01Rik   3.167319e-21  0.8629502 0.702 0.367  1.263919e-16       1
## Slc35b3         3.305125e-21  1.0175161 0.543 0.240  1.318910e-16       1
## Pde8a1          3.753764e-21  0.7600621 0.600 0.261  1.497940e-16       1
## Dnajc15         4.386825e-21  0.7031568 0.657 0.296  1.750562e-16       1
## Cox8a1          4.617831e-21  0.4401843 0.996 0.866  1.842746e-16       1
## Fah             4.736406e-21  1.8864020 0.200 0.040  1.890063e-16       1
## Arpc1a1         4.877665e-21  0.5657519 0.951 0.687  1.946432e-16       1
## Mrpl17          5.088173e-21  0.9704557 0.751 0.391  2.030435e-16       1
## Gm32995         5.511484e-21  5.3407265 0.061 0.000  2.199358e-16       1
## Samd11          6.045426e-21  1.2151481 0.204 0.041  2.412427e-16       1
## Ap1s3           6.276857e-21  1.0177818 0.371 0.128  2.504780e-16       1
## Immp1l          6.726295e-21  0.7999565 0.714 0.371  2.684128e-16       1
## Pck2            7.165452e-21  0.9272985 0.543 0.222  2.859374e-16       1
## Galr2           7.218659e-21  2.4554474 0.131 0.015  2.880606e-16       1
## Gm30247         7.501148e-21  1.3940729 0.200 0.040  2.993333e-16       1
## Ern1            7.535437e-21  0.6549997 0.665 0.300  3.007016e-16       1
## Kank2           8.218102e-21  1.3430928 0.286 0.078  3.279433e-16       1
## Epha31          8.270664e-21  2.2745326 0.163 0.026  3.300408e-16       1
## Sec61g1         9.235235e-21  0.4754915 1.000 0.814  3.685321e-16       1
## Ap1ar           1.016710e-20  0.5850322 0.853 0.528  4.057183e-16       1
## Pgm2l1          1.027879e-20  1.4208007 0.371 0.132  4.101752e-16       1
## Eef1g           1.057741e-20  0.3235808 0.988 0.744  4.220916e-16       1
## Iftap           1.143845e-20  1.0862895 0.396 0.143  4.564512e-16       1
## Cobll1          1.156657e-20  1.0229839 0.543 0.240  4.615640e-16       1
## Fam204a         1.351130e-20  0.6322951 0.776 0.408  5.391685e-16       1
## Sec11a1         1.375874e-20  0.6398308 0.939 0.655  5.490425e-16       1
## Psma5           1.482783e-20  0.5845686 0.853 0.528  5.917045e-16       1
## Nagk            1.506129e-20  0.7179928 0.878 0.544  6.010208e-16       1
## Erg28           1.540383e-20  0.8727809 0.743 0.400  6.146899e-16       1
## Tmem45a         1.615058e-20  4.7178269 0.073 0.002  6.444890e-16       1
## Mthfs           1.615507e-20  1.5162061 0.380 0.136  6.446680e-16       1
## Arhgef37        1.670494e-20  1.4538982 0.233 0.054  6.666108e-16       1
## Mir100hg        1.780334e-20  4.7784747 0.073 0.002  7.104423e-16       1
## Nbea            1.853192e-20  0.5346812 0.959 0.724  7.395161e-16       1
## Gask1a          1.975995e-20  3.8740628 0.073 0.002  7.885206e-16       1
## Manf            2.004894e-20  0.6123468 0.963 0.674  8.000530e-16       1
## Vmac            2.033737e-20  1.4974678 0.367 0.126  8.115629e-16       1
## Tecr1           2.146213e-20  0.5471068 0.992 0.769  8.564462e-16       1
## Caprin2         2.227512e-20  2.1578085 0.176 0.032  8.888886e-16       1
## Pank1           2.350268e-20  1.1105859 0.457 0.184  9.378744e-16       1
## Ormdl21         2.401587e-20  0.8010923 0.780 0.444  9.583535e-16       1
## Rab27a          2.410149e-20  1.3045123 0.371 0.129  9.617701e-16       1
## Pla2g15         2.582090e-20  1.9509467 0.224 0.052  1.030383e-15       1
## Serf1           2.672648e-20  0.8976876 0.698 0.349  1.066520e-15       1
## Pigp            2.831992e-20  0.8196960 0.829 0.491  1.130106e-15       1
## Sfr1            2.898499e-20  0.5207521 0.947 0.644  1.156646e-15       1
## Frmd7           2.929716e-20  3.0543001 0.094 0.006  1.169103e-15       1
## Selenoi         3.105187e-20  0.7033199 0.600 0.284  1.239125e-15       1
## Rida            3.328903e-20  1.0110673 0.539 0.235  1.328399e-15       1
## Creg11          3.336952e-20  0.6651022 0.894 0.548  1.331611e-15       1
## Adam32          3.662564e-20  3.3747673 0.090 0.006  1.461546e-15       1
## Rps9            3.692682e-20  0.1890479 1.000 0.875  1.473565e-15       1
## Rab11fip2       3.800292e-20  0.7762609 0.641 0.305  1.516507e-15       1
## Gsto2           3.968447e-20  1.3548760 0.306 0.092  1.583609e-15       1
## Nav2            4.222893e-20  0.9524607 0.665 0.333  1.685146e-15       1
## Rpl24           4.375055e-20  0.2205654 1.000 0.887  1.745866e-15       1
## Mxd4            4.756580e-20  0.5333989 0.935 0.621  1.898113e-15       1
## Gm2a            4.820428e-20  1.5325146 0.318 0.105  1.923592e-15       1
## Per3            5.512312e-20  1.0199112 0.392 0.145  2.199688e-15       1
## Calm31          5.629532e-20  0.4496101 1.000 0.818  2.246465e-15       1
## Lsr1            6.261443e-20  0.5578103 0.984 0.783  2.498629e-15       1
## Hpgd            6.338314e-20  0.7049549 0.751 0.419  2.529304e-15       1
## Lamb1           6.629928e-20  2.7594166 0.127 0.015  2.645673e-15       1
## Selenow         6.914407e-20  0.6455501 0.939 0.712  2.759194e-15       1
## Ppdpf1          7.327734e-20  0.5618664 0.939 0.654  2.924132e-15       1
## Trappc6b1       7.800723e-20  0.5962409 0.914 0.583  3.112878e-15       1
## Sobp1           8.130364e-20  0.6931675 0.633 0.290  3.244422e-15       1
## Lamtor21        9.012763e-20  0.5520689 0.947 0.711  3.596543e-15       1
## Sp3os1          9.585351e-20  0.7926916 0.653 0.328  3.825034e-15       1
## 2510009E07Rik   1.052510e-19  0.9460376 0.535 0.233  4.200043e-15       1
## Ifit1           1.069444e-19  0.5965519 0.347 0.113  4.267615e-15       1
## Antkmt1         1.107128e-19  0.5702952 0.935 0.613  4.417996e-15       1
## Slc35g21        1.124300e-19  0.8085909 0.731 0.386  4.486518e-15       1
## Rpl18a          1.191599e-19  0.1016208 1.000 0.857  4.755078e-15       1
## Agtpbp1         1.204159e-19  0.9749456 0.404 0.147  4.805198e-15       1
## Glrx5           1.219118e-19  0.5044110 0.837 0.449  4.864891e-15       1
## Prkrip11        1.250461e-19  0.7447285 0.686 0.349  4.989967e-15       1
## Guk11           1.286793e-19  0.5217005 0.984 0.725  5.134948e-15       1
## Med12           1.318632e-19  0.8270937 0.527 0.230  5.262000e-15       1
## Stxbp11         1.374127e-19  0.6183843 0.865 0.512  5.483453e-15       1
## Ndufa71         1.444286e-19  0.5550983 0.984 0.750  5.763422e-15       1
## Btf31           1.570275e-19  0.3481238 0.988 0.789  6.266183e-15       1
## Ccdc169         1.630499e-19  3.4434685 0.082 0.004  6.506506e-15       1
## Ehd3            1.964328e-19  2.6015784 0.110 0.011  7.838649e-15       1
## Cd99l2          2.056722e-19  1.1461411 0.371 0.131  8.207347e-15       1
## Mturn           2.149642e-19  1.1221188 0.339 0.110  8.578146e-15       1
## Abcc5           2.169905e-19  0.5626418 0.735 0.399  8.659007e-15       1
## Krtcap2         2.281521e-19  0.4888626 0.963 0.676  9.104408e-15       1
## P3h4            2.323236e-19  1.5828461 0.310 0.096  9.270872e-15       1
## Smim27          2.541294e-19  0.9629034 0.527 0.233  1.014104e-14       1
## Tbca            2.574411e-19  0.5775682 0.959 0.662  1.027319e-14       1
## Chst12          2.648408e-19  3.9897662 0.090 0.006  1.056847e-14       1
## Cul1            2.686054e-19  0.5522064 0.927 0.572  1.071870e-14       1
## Rplp2           3.252593e-19  0.1260696 1.000 0.854  1.297947e-14       1
## Spp2            3.424706e-19  2.6988033 0.114 0.013  1.366629e-14       1
## Gm34194         3.551212e-19  2.3229218 0.131 0.018  1.417111e-14       1
## Cdhr2           3.625604e-19  0.3586810 0.988 0.841  1.446797e-14       1
## Krtcap3         3.955223e-19  0.6297095 0.882 0.539  1.578332e-14       1
## Ten1            3.994098e-19  0.6182382 0.865 0.549  1.593845e-14       1
## Isoc2b          4.003277e-19  1.0015041 0.490 0.212  1.597508e-14       1
## Ms4a5           4.038319e-19  2.4147996 0.090 0.006  1.611491e-14       1
## Eci2            4.679187e-19  0.6403350 0.853 0.503  1.867230e-14       1
## Rps21           4.730995e-19  0.2193677 1.000 0.858  1.887904e-14       1
## Gm41676         4.943823e-19  2.4754950 0.122 0.015  1.972833e-14       1
## Asxl3           5.078976e-19  1.8629612 0.196 0.043  2.026765e-14       1
## 2610035D17Rik1  5.609329e-19  0.8076294 0.673 0.345  2.238403e-14       1
## Crybb1          5.727781e-19  0.5807453 0.412 0.144  2.285671e-14       1
## Fndc1           5.730728e-19  2.2801671 0.098 0.008  2.286847e-14       1
## Slc44a3         6.571801e-19  0.6697500 0.800 0.451  2.622477e-14       1
## Peg131          7.072273e-19  0.8104775 0.608 0.287  2.822190e-14       1
## Cnot8           7.213471e-19  0.7431246 0.571 0.273  2.878536e-14       1
## Actn11          7.310189e-19  0.4741697 0.971 0.757  2.917131e-14       1
## Zfp697          7.360352e-19  1.0619654 0.314 0.099  2.937148e-14       1
## Tmx4            7.913062e-19  0.9031619 0.592 0.266  3.157707e-14       1
## Nfia            7.993670e-19  0.7884867 0.559 0.258  3.189874e-14       1
## Tmem107         8.265462e-19  1.1949679 0.367 0.133  3.298333e-14       1
## Tmem30b1        8.442527e-19  0.6668030 0.849 0.537  3.368991e-14       1
## Mapk8ip2        8.808228e-19  0.7571103 0.514 0.215  3.514923e-14       1
## Jade2           8.930331e-19  1.8140537 0.241 0.066  3.563649e-14       1
## Ceacam2         9.432241e-19  3.3870632 0.102 0.010  3.763936e-14       1
## Flot1           9.471503e-19  0.7715809 0.616 0.313  3.779603e-14       1
## Ndufa5          9.542193e-19  0.3988602 0.967 0.688  3.807812e-14       1
## Gipc1           9.969488e-19  0.8597023 0.588 0.273  3.978324e-14       1
## Ssr2            1.029805e-18  0.5448539 0.984 0.718  4.109438e-14       1
## Tpm41           1.067086e-18  0.6447606 0.857 0.593  4.258208e-14       1
## Tdrkh           1.097190e-18  1.7520024 0.229 0.057  4.378337e-14       1
## Dynlt31         1.107349e-18  0.5787865 0.898 0.542  4.418878e-14       1
## Npdc11          1.177041e-18  0.5463312 0.988 0.734  4.696983e-14       1
## Uqcr111         1.214635e-18  0.3635324 1.000 0.823  4.847001e-14       1
## Ncbp2as2        1.253387e-18  0.5307027 0.849 0.518  5.001640e-14       1
## Tm4sf51         1.275017e-18  0.3174110 0.996 0.843  5.087954e-14       1
## Fech            1.298253e-18  0.6638950 0.633 0.304  5.180680e-14       1
## Mif1            1.343297e-18  0.2796584 0.902 0.534  5.360426e-14       1
## Unc80           1.444164e-18  0.4836364 0.518 0.216  5.762936e-14       1
## Nipal1          1.457346e-18  0.6509157 0.563 0.260  5.815539e-14       1
## Cxxc51          1.590643e-18  0.6095212 0.869 0.501  6.347461e-14       1
## Galns           1.594651e-18  1.4084374 0.339 0.122  6.363454e-14       1
## Pon3            1.617162e-18  0.5937262 0.878 0.561  6.453286e-14       1
## Appl1           1.636300e-18  0.5485234 0.735 0.385  6.529655e-14       1
## Klf2            2.015779e-18  1.2494287 0.437 0.179  8.043965e-14       1
## Unc5c           2.237243e-18  5.7196419 0.053 0.000  8.927719e-14       1
## Cops91          2.262380e-18  0.5180576 0.947 0.690  9.028029e-14       1
## Prdx6           2.385882e-18  0.2873314 0.788 0.429  9.520861e-14       1
## Map1b           2.505775e-18  0.4257414 0.980 0.725  9.999296e-14       1
## Tbrg1           2.603757e-18  0.5146462 0.988 0.690  1.039029e-13       1
## Kif5b1          2.608598e-18  0.4126073 0.996 0.899  1.040961e-13       1
## Hexa1           2.627435e-18  0.5620841 0.918 0.606  1.048478e-13       1
## Mamld1          2.748763e-18  2.2017615 0.196 0.045  1.096894e-13       1
## Dnajc121        2.778275e-18  0.6207863 0.869 0.516  1.108671e-13       1
## Saraf           2.828632e-18  0.4666096 0.971 0.704  1.128766e-13       1
## Ppp1r14b        3.008927e-18  0.5074638 0.780 0.424  1.200712e-13       1
## Cbx6            3.028411e-18  0.5742870 0.780 0.433  1.208487e-13       1
## Rabac11         3.030323e-18  0.6594585 0.865 0.569  1.209250e-13       1
## Ndufs51         3.042790e-18  0.5029698 0.980 0.735  1.214225e-13       1
## Fgf1            3.119427e-18  2.3434937 0.151 0.027  1.244807e-13       1
## Gm31471         3.287392e-18  1.4324824 0.224 0.056  1.311834e-13       1
## Jpt2            3.289100e-18  1.1671946 0.408 0.164  1.312515e-13       1
## Esd             3.615351e-18  0.3879973 0.951 0.656  1.442706e-13       1
## Ppa1            3.735664e-18  0.3043784 0.951 0.630  1.490717e-13       1
## Map2k6          3.744732e-18  0.9087278 0.539 0.259  1.494335e-13       1
## Casp1           4.020217e-18  0.5741293 0.596 0.271  1.604268e-13       1
## Cebpzos         4.092041e-18  0.7358794 0.722 0.384  1.632929e-13       1
## Dpm31           4.128803e-18  0.5820708 0.910 0.598  1.647599e-13       1
## Txndc15         4.184717e-18  0.8888274 0.665 0.354  1.669911e-13       1
## Elavl4          4.249666e-18  2.7428315 0.135 0.021  1.695829e-13       1
## Xkr7            4.316937e-18  1.1655820 0.351 0.120  1.722674e-13       1
## Hes61           4.575757e-18  0.5360005 0.873 0.566  1.825956e-13       1
## Rnasek1         4.645436e-18  0.4741802 0.976 0.767  1.853761e-13       1
## Rps26           4.960634e-18  0.2518087 1.000 0.864  1.979541e-13       1
## Pdk31           5.092425e-18  0.5860618 0.902 0.572  2.032132e-13       1
## C230057M02Rik   5.098509e-18  3.9599742 0.069 0.003  2.034560e-13       1
## Ybx1            5.190792e-18  0.2088027 0.992 0.837  2.071385e-13       1
## Lamc2           5.472843e-18  1.3245917 0.245 0.067  2.183938e-13       1
## Ntn4            5.867098e-18  1.4359677 0.208 0.050  2.341266e-13       1
## C330008A17Rik   5.959688e-18  3.2426915 0.094 0.008  2.378213e-13       1
## Asap3           5.994678e-18  1.5147497 0.233 0.061  2.392176e-13       1
## Garin5a         6.084035e-18  1.5519312 0.224 0.057  2.427834e-13       1
## Hsbp11          6.195053e-18  0.4890565 0.947 0.710  2.472136e-13       1
## Kif12           6.376027e-18  0.6553802 0.743 0.397  2.544354e-13       1
## Gm132031        6.481998e-18  1.1648892 0.384 0.144  2.586641e-13       1
## Gc              6.503610e-18  3.4837002 0.061 0.001  2.595266e-13       1
## Psip1           6.562899e-18  0.7218525 0.816 0.472  2.618925e-13       1
## Npc2            6.877940e-18  0.5724615 0.943 0.651  2.744642e-13       1
## Cpt2            7.064780e-18  0.5349658 0.849 0.509  2.819200e-13       1
## Chchd4          7.116951e-18  0.6984095 0.584 0.266  2.840019e-13       1
## Pgls            7.155855e-18  0.5478089 0.939 0.630  2.855544e-13       1
## Xist            7.870441e-18  0.2211388 1.000 0.929  3.140699e-13       1
## Serpinb9        8.365385e-18  1.3473374 0.351 0.128  3.338207e-13       1
## Alg5            8.723949e-18  0.6832611 0.718 0.390  3.481292e-13       1
## Pgghg           8.757985e-18  1.0505634 0.306 0.101  3.494874e-13       1
## Xkr6            8.832315e-18  0.5003419 0.551 0.245  3.524535e-13       1
## Atraid          8.990218e-18  0.6708026 0.796 0.475  3.587547e-13       1
## Uqcc21          9.054536e-18  0.4708857 0.980 0.713  3.613213e-13       1
## Ttc39b1         9.087766e-18  0.6722328 0.690 0.361  3.626473e-13       1
## Tmem191         9.529675e-18  1.2461235 0.302 0.096  3.802817e-13       1
## Higd2a1         9.954266e-18  0.5801830 0.910 0.573  3.972250e-13       1
## Amigo1          1.019133e-17  0.9550370 0.478 0.203  4.066852e-13       1
## Gfpt1           1.028035e-17  0.5386951 0.902 0.646  4.102374e-13       1
## Lingo1          1.219709e-17  1.3109740 0.245 0.068  4.867248e-13       1
## 3110040N11Rik   1.229490e-17  0.8074718 0.555 0.247  4.906280e-13       1
## Eif1ax          1.243155e-17  0.6248971 0.755 0.411  4.960811e-13       1
## Kcnh2           1.256112e-17  1.0922349 0.331 0.112  5.012515e-13       1
## Hdac5           1.280316e-17  0.6881370 0.624 0.301  5.109100e-13       1
## Mrfap11         1.284246e-17  0.4689672 0.984 0.794  5.124785e-13       1
## Frk             1.286329e-17  0.5157664 0.796 0.456  5.133095e-13       1
## Gm53610         1.385004e-17  1.2293404 0.253 0.072  5.526860e-13       1
## Mrpl41          1.423956e-17  0.6860625 0.686 0.346  5.682294e-13       1
## Ggct            1.453688e-17  1.4789826 0.290 0.098  5.800944e-13       1
## Tusc31          1.506005e-17  0.5524214 0.955 0.698  6.009714e-13       1
## 2900076A07Rik   1.527926e-17  0.7630494 0.429 0.172  6.097190e-13       1
## Dhx32           1.567530e-17  0.5033727 0.800 0.453  6.255230e-13       1
## Fam114a1        1.672315e-17  0.7140115 0.612 0.295  6.673371e-13       1
## Vdac3           1.790344e-17  0.4855464 0.906 0.585  7.144367e-13       1
## Tiparp          1.810527e-17  0.8045835 0.633 0.332  7.224909e-13       1
## Dph6            1.870901e-17  1.0307259 0.416 0.175  7.465832e-13       1
## Idnk            1.893180e-17  0.6092594 0.820 0.488  7.554736e-13       1
## Tmem71          1.925089e-17  1.3852009 0.188 0.041  7.682069e-13       1
## Ypel2           2.150805e-17  0.5217208 0.914 0.645  8.582786e-13       1
## Sec61b          2.259393e-17  0.4866525 0.992 0.737  9.016108e-13       1
## Gm33502         2.416284e-17  2.5867264 0.114 0.015  9.642181e-13       1
## Commd7          2.528248e-17  0.7165840 0.767 0.454  1.008897e-12       1
## Ppm1l           2.653491e-17  1.0312579 0.429 0.179  1.058876e-12       1
## Ooep            2.885628e-17  3.4455889 0.086 0.007  1.151510e-12       1
## Smim14          3.176334e-17  0.5213060 0.906 0.610  1.267516e-12       1
## Ddb11           3.255384e-17  0.4550522 0.967 0.692  1.299061e-12       1
## Hmgn2           3.528623e-17  0.5156279 0.878 0.533  1.408097e-12       1
## Ifi47           3.533864e-17  1.2551314 0.355 0.135  1.410188e-12       1
## Clic51          3.572705e-17  0.4381720 0.776 0.440  1.425688e-12       1
## Hap1            3.588387e-17  0.5681896 0.657 0.319  1.431946e-12       1
## Akr1e1          3.673115e-17  0.8243891 0.551 0.266  1.465757e-12       1
## Nedd81          3.745863e-17  0.4473297 0.971 0.718  1.494787e-12       1
## Spmip3          3.837668e-17  1.4009628 0.241 0.069  1.531421e-12       1
## Limd2           3.852446e-17  0.9672185 0.302 0.099  1.537319e-12       1
## Rps17           4.037000e-17  0.1842308 0.996 0.808  1.610965e-12       1
## Gfra2           4.501813e-17  5.1854767 0.049 0.000  1.796448e-12       1
## Golm2           4.512993e-17  1.0280204 0.404 0.160  1.800910e-12       1
## Kctd10          4.548079e-17  0.9903566 0.486 0.218  1.814911e-12       1
## Celf6           4.789324e-17  0.8065156 0.367 0.136  1.911180e-12       1
## Inpp1           4.822936e-17  0.7555923 0.531 0.244  1.924593e-12       1
## Sytl5           5.000580e-17  0.4418782 0.698 0.350  1.995481e-12       1
## Dnajc18         5.004437e-17  0.9250695 0.469 0.202  1.997021e-12       1
## Tmem266         5.119355e-17  2.6740070 0.151 0.029  2.042879e-12       1
## Gm40109         5.206016e-17  4.1791795 0.069 0.003  2.077461e-12       1
## Cep85           5.252892e-17  0.9884091 0.351 0.129  2.096167e-12       1
## Dram2           5.364948e-17  0.6149071 0.804 0.472  2.140883e-12       1
## Sec621          5.379329e-17  0.4538016 0.984 0.780  2.146621e-12       1
## Kras1           5.540927e-17  0.4802963 0.898 0.641  2.211107e-12       1
## Tmtc4           5.909237e-17  1.0685661 0.367 0.145  2.358081e-12       1
## Spcs1           5.918706e-17  0.5283787 0.931 0.637  2.361860e-12       1
## Ndufc2          6.210670e-17  0.4097407 0.959 0.672  2.478368e-12       1
## Ntaq1           6.801837e-17  1.1359044 0.396 0.157  2.714273e-12       1
## Mtfp1           6.932335e-17  0.8825441 0.551 0.268  2.766348e-12       1
## Mapk15          6.949289e-17  1.0387712 0.290 0.093  2.773114e-12       1
## Evl             7.959350e-17  0.8325932 0.473 0.201  3.176179e-12       1
## Syp1            8.088434e-17  0.5442568 0.894 0.579  3.227690e-12       1
## Fdps1           8.175898e-17  0.5371939 0.898 0.604  3.262592e-12       1
## Flywch21        8.439883e-17  0.8090931 0.596 0.288  3.367935e-12       1
## Dap3            8.541038e-17  0.5476650 0.816 0.453  3.408301e-12       1
## Ndufa131        8.681676e-17  0.3986211 0.992 0.839  3.464423e-12       1
## Rps27l1         8.772393e-17  0.3369916 0.988 0.773  3.500623e-12       1
## Acbd6           9.058087e-17  0.7843175 0.690 0.370  3.614630e-12       1
## Gcnt2           9.684116e-17  0.6548289 0.649 0.328  3.864446e-12       1
## Mast2           1.018488e-16  0.4395955 0.927 0.634  4.064274e-12       1
## Gm35835         1.139610e-16  4.1693566 0.061 0.002  4.547613e-12       1
## Gja10           1.155044e-16  3.8783108 0.061 0.002  4.609203e-12       1
## Ndufb21         1.174998e-16  0.4491897 0.988 0.740  4.688831e-12       1
## Borcs71         1.184090e-16  0.7481228 0.714 0.400  4.725109e-12       1
## Snhg8           1.202376e-16  0.6654408 0.669 0.349  4.798081e-12       1
## Celf4           1.212410e-16  1.3569444 0.200 0.049  4.838124e-12       1
## Zfp6671         1.214695e-16  0.6447883 0.596 0.287  4.847239e-12       1
## Gm41964         1.249405e-16  4.0283136 0.057 0.001  4.985752e-12       1
## Dusp6           1.267156e-16  0.6360650 0.551 0.265  5.056588e-12       1
## Klhdc8a1        1.363101e-16  1.2868743 0.241 0.068  5.439456e-12       1
## Neurl1a         1.439669e-16  1.0870973 0.282 0.089  5.745000e-12       1
## Ube2s           1.477665e-16  0.4439790 0.922 0.632  5.896622e-12       1
## Eif3k1          1.487189e-16  0.4603962 0.947 0.674  5.934626e-12       1
## Selenof         1.494372e-16  0.5032067 0.963 0.706  5.963290e-12       1
## Sstr51          1.509428e-16  0.5281432 0.678 0.328  6.023371e-12       1
## Zfp507          1.521616e-16  0.9452465 0.404 0.161  6.072007e-12       1
## Tiprl           1.583737e-16  0.6032119 0.710 0.377  6.319902e-12       1
## Fam234b         1.596475e-16  0.7074553 0.539 0.254  6.370732e-12       1
## Pigs1           1.623007e-16  0.7581792 0.624 0.324  6.476610e-12       1
## 2010004M13Rik   1.674936e-16  1.0372023 0.424 0.176  6.683830e-12       1
## Mzt2            1.684688e-16  0.9640040 0.457 0.204  6.722749e-12       1
## Copa1           1.868976e-16  0.4205284 0.959 0.726  7.458150e-12       1
## Zfp9381         1.923340e-16  0.7865187 0.563 0.271  7.675088e-12       1
## Lage3           2.004723e-16  0.8911188 0.637 0.337  7.999849e-12       1
## Rb1             2.217579e-16  0.4422342 0.747 0.412  8.849250e-12       1
## Gm39467         2.313778e-16  0.4958264 0.845 0.528  9.233133e-12       1
## Gm9908          2.347847e-16  0.7843643 0.412 0.166  9.369082e-12       1
## Gstm6           2.350603e-16  0.9323396 0.473 0.203  9.380083e-12       1
## Pla2g1b         2.355047e-16  1.0807433 0.143 0.027  9.397814e-12       1
## Rpl5            2.377777e-16  0.1980646 0.996 0.830  9.488519e-12       1
## Camk1           2.433969e-16  1.3507423 0.318 0.117  9.712753e-12       1
## Ina             2.439963e-16  0.9408475 0.233 0.067  9.736671e-12       1
## Pitpnc1         2.473468e-16  0.8203071 0.331 0.115  9.870376e-12       1
## Dctn31          2.709500e-16  0.4579999 0.984 0.715  1.081226e-11       1
## Arpc31          2.823883e-16  0.4205735 0.988 0.739  1.126871e-11       1
## Gmpr            2.846900e-16  0.9024332 0.449 0.194  1.136055e-11       1
## Psenen1         2.865106e-16  0.4567136 0.976 0.751  1.143321e-11       1
## Lppos           3.418737e-16  0.6516174 0.612 0.328  1.364247e-11       1
## Ugt2b35         3.552726e-16  1.2830507 0.224 0.066  1.417715e-11       1
## Tmem591         3.636138e-16  0.4284133 0.992 0.839  1.451001e-11       1
## Atp5f1b         3.654165e-16  0.1682823 1.000 0.891  1.458194e-11       1
## Kxd1            3.716086e-16  0.6098522 0.608 0.309  1.482904e-11       1
## Akr1c19         3.789002e-16  0.6954340 0.637 0.328  1.512001e-11       1
## Adgrg41         3.804402e-16  0.4603181 0.988 0.779  1.518147e-11       1
## Gm41804         3.839141e-16  0.4173332 0.527 0.242  1.532009e-11       1
## Gm9926          3.873457e-16  0.4739603 0.776 0.449  1.545703e-11       1
## Mthfsl1         3.971233e-16  0.6993540 0.678 0.396  1.584721e-11       1
## Fam241b         4.025913e-16  0.7331391 0.535 0.252  1.606541e-11       1
## Tns2            4.056302e-16  1.0342539 0.278 0.089  1.618667e-11       1
## Ifi301          4.430908e-16  0.4400704 0.967 0.706  1.768154e-11       1
## Ruvbl1          4.456499e-16  1.0201927 0.449 0.198  1.778366e-11       1
## Wdr83os         4.463102e-16  0.6855675 0.808 0.473  1.781001e-11       1
## Zfp945          4.563970e-16  0.7813222 0.510 0.239  1.821252e-11       1
## Gng101          4.626142e-16  0.5252666 0.710 0.379  1.846062e-11       1
## Tnfsf12         4.735959e-16  1.7362016 0.188 0.045  1.889885e-11       1
## Wfdc2           4.800760e-16  0.7607372 0.380 0.157  1.915743e-11       1
## Usp24           5.126661e-16  0.6640007 0.686 0.370  2.045794e-11       1
## Gm46528         5.183093e-16  1.0651357 0.143 0.027  2.068313e-11       1
## Rundc3b         5.427563e-16  0.5667104 0.657 0.328  2.165869e-11       1
## Tecpr11         5.711122e-16  0.4078342 0.886 0.542  2.279023e-11       1
## Mag             5.835410e-16  1.3995879 0.224 0.062  2.328620e-11       1
## Paip21          6.050925e-16  0.4967684 0.967 0.718  2.414621e-11       1
## Adh51           6.581227e-16  0.6013856 0.845 0.503  2.626239e-11       1
## Smim11          7.479172e-16  0.6055793 0.678 0.345  2.984564e-11       1
## Eid11           7.807051e-16  0.3549858 0.992 0.739  3.115404e-11       1
## Mrpl521         7.808792e-16  0.4817570 0.976 0.703  3.116099e-11       1
## Fam89a          8.665364e-16  1.9143899 0.139 0.026  3.457913e-11       1
## Dctn6           8.805865e-16  0.5981550 0.731 0.428  3.513981e-11       1
## Ubl51           8.849994e-16  0.4080281 1.000 0.787  3.531590e-11       1
## Muc13           8.892922e-16  0.2772540 1.000 0.899  3.548720e-11       1
## Glra3           9.056539e-16  5.1275362 0.045 0.000  3.614012e-11       1
## Snhg4           9.100162e-16  0.8081217 0.478 0.216  3.631420e-11       1
## Naca            9.554498e-16  0.1826438 0.996 0.812  3.812722e-11       1
## Sytl2           9.758651e-16  1.0982112 0.208 0.057  3.894189e-11       1
## Zfp709          1.011614e-15  1.6288226 0.180 0.043  4.036845e-11       1
## Kcnh61          1.055048e-15  0.2987322 0.963 0.600  4.210170e-11       1
## Ift25           1.059929e-15  0.7971504 0.514 0.250  4.229647e-11       1
## Mapre2          1.080374e-15  0.7927441 0.510 0.240  4.311234e-11       1
## Zfp961          1.104921e-15  1.1808402 0.298 0.106  4.409188e-11       1
## Rpl23a          1.118514e-15  0.1584530 0.959 0.661  4.463428e-11       1
## Gusb1           1.145146e-15  0.7479510 0.584 0.291  4.569706e-11       1
## Hnrnpa0         1.203163e-15  0.4289081 0.943 0.655  4.801221e-11       1
## Pdcd7           1.215127e-15  0.5427130 0.633 0.336  4.848965e-11       1
## Septin21        1.235273e-15  0.5437663 0.902 0.608  4.929355e-11       1
## Ptov11          1.246776e-15  0.5010426 0.976 0.709  4.975260e-11       1
## Inpp5f          1.263839e-15  1.2651923 0.306 0.109  5.043350e-11       1
## Prorsd1         1.265094e-15  0.5660981 0.616 0.310  5.048356e-11       1
## Emc71           1.272143e-15  0.6084676 0.865 0.583  5.076485e-11       1
## Rhoa1           1.393590e-15  0.3626544 0.996 0.849  5.561120e-11       1
## Rraga1          1.599911e-15  0.6217325 0.792 0.494  6.384444e-11       1
## Klhdc21         1.629775e-15  0.6655719 0.808 0.513  6.503619e-11       1
## Pik3c2b         1.641829e-15  0.6821172 0.404 0.169  6.551717e-11       1
## Gm51641         1.688838e-15  3.4066217 0.061 0.003  6.739310e-11       1
## Cntnap5b        1.780464e-15  5.1177534 0.057 0.002  7.104941e-11       1
## Orm1            1.792935e-15  4.6551072 0.049 0.001  7.154708e-11       1
## Cyp4a32         1.827968e-15  1.8398762 0.127 0.022  7.294506e-11       1
## Dynlrb11        1.845219e-15  0.4246217 0.955 0.689  7.363345e-11       1
## Cryba21         1.957268e-15  0.5198441 0.816 0.472  7.810479e-11       1
## Spg21           2.022372e-15  0.7104925 0.645 0.342  8.070276e-11       1
## Anp32e          2.081506e-15  0.5014188 0.714 0.381  8.306250e-11       1
## Ccl27a          2.084968e-15  1.1677064 0.310 0.115  8.320064e-11       1
## Snrpf           2.121662e-15  0.1710871 0.898 0.589  8.466491e-11       1
## Krt4            2.187100e-15  4.2270689 0.053 0.001  8.727624e-11       1
## Erp291          2.371968e-15  0.4961703 0.935 0.686  9.465339e-11       1
## Sugt11          2.387454e-15  0.4933929 0.849 0.530  9.527135e-11       1
## Slc37a3         2.442823e-15  0.7034560 0.543 0.275  9.748085e-11       1
## Pofut2          2.473254e-15  0.8320180 0.629 0.334  9.869519e-11       1
## C230034O21Rik   2.507054e-15  2.6351583 0.094 0.011  1.000440e-10       1
## Dcxr            2.515709e-15  0.6407736 0.620 0.321  1.003894e-10       1
## Mrps18c1        2.640378e-15  0.5754873 0.812 0.486  1.053643e-10       1
## Fahd1           2.685963e-15  0.3135810 0.624 0.314  1.071833e-10       1
## Izumo4          2.809547e-15  0.6410314 0.482 0.217  1.121150e-10       1
## Pin1            2.858840e-15  0.4674202 0.751 0.428  1.140820e-10       1
## Gm15706         2.885552e-15  1.7836643 0.237 0.075  1.151480e-10       1
## Cd91            2.889269e-15  0.7553260 0.792 0.490  1.152963e-10       1
## Fahd2a          2.983262e-15  0.8492837 0.388 0.164  1.190471e-10       1
## A630066F11Rik   3.021815e-15  1.6330003 0.196 0.052  1.205855e-10       1
## Cirbp           3.062282e-15  0.8140783 0.727 0.455  1.222004e-10       1
## Rpl26           3.128455e-15  0.2208425 1.000 0.891  1.248410e-10       1
## Rpa3            3.252765e-15  0.6746536 0.510 0.235  1.298016e-10       1
## Stmp1           3.259490e-15  0.4583435 0.914 0.577  1.300699e-10       1
## Fcna            3.314676e-15  1.2658007 0.265 0.087  1.322721e-10       1
## Foxo1           3.364742e-15  0.6362852 0.567 0.293  1.342700e-10       1
## Sdhaf4          3.539830e-15  0.7434114 0.714 0.417  1.412569e-10       1
## Gm38487         3.571481e-15  1.1558101 0.188 0.048  1.425199e-10       1
## Dusp23          3.638083e-15  0.9226120 0.380 0.154  1.451777e-10       1
## Ppp1r9a         3.747489e-15  0.5144030 0.567 0.281  1.495435e-10       1
## Clic11          3.884242e-15  0.3561692 0.996 0.784  1.550007e-10       1
## Far1            3.885598e-15  0.6870949 0.384 0.151  1.550548e-10       1
## Armcx4          4.275882e-15  2.0254353 0.135 0.026  1.706291e-10       1
## Rnf111          4.369290e-15  0.5096849 0.812 0.490  1.743565e-10       1
## Tprg1l1         4.377568e-15  0.5878295 0.816 0.509  1.746868e-10       1
## Smim10l11       4.558911e-15  0.4704910 0.894 0.621  1.819234e-10       1
## Erlec1          4.588469e-15  0.5009916 0.857 0.586  1.831029e-10       1
## Vsig1           4.645555e-15  3.4249345 0.078 0.007  1.853809e-10       1
## Czib            4.703857e-15  0.6745721 0.580 0.302  1.877074e-10       1
## Coq7            5.128459e-15  0.6566804 0.612 0.305  2.046511e-10       1
## Lamc1           5.256551e-15  0.8474734 0.396 0.165  2.097627e-10       1
## Nefm            5.324091e-15  0.5299320 0.380 0.152  2.124579e-10       1
## Spock2          5.568160e-15  0.5794677 0.645 0.324  2.221974e-10       1
## Ccdc921         5.834303e-15  0.5472854 0.608 0.302  2.328178e-10       1
## Abhd14a         6.083551e-15  0.8555387 0.404 0.171  2.427641e-10       1
## Tigd2           6.183938e-15  0.5416669 0.604 0.298  2.467700e-10       1
## Rtl8b           6.249814e-15  0.9373799 0.343 0.129  2.493988e-10       1
## Emb             6.323254e-15  0.6722990 0.441 0.189  2.523294e-10       1
## Lipt2           6.514713e-15  1.7611507 0.188 0.052  2.599696e-10       1
## Gstm5           6.582259e-15  0.6298972 0.637 0.350  2.626650e-10       1
## Apool           6.609025e-15  0.7415996 0.429 0.196  2.637331e-10       1
## Clic6           6.679947e-15  1.2534901 0.249 0.082  2.665633e-10       1
## Naxd1           6.790855e-15  0.4404110 0.894 0.549  2.709891e-10       1
## Cimap1b         6.964192e-15  1.0023665 0.371 0.152  2.779061e-10       1
## Ucp21           7.056423e-15  0.3336678 0.996 0.850  2.815866e-10       1
## Ufc11           7.126944e-15  0.5393128 0.927 0.653  2.844007e-10       1
## Tbpl1           7.139903e-15  0.6711962 0.527 0.257  2.849178e-10       1
## Mtln            7.426771e-15  0.6341926 0.665 0.353  2.963653e-10       1
## Psmb8           7.821835e-15  0.3545630 0.931 0.590  3.121303e-10       1
## Morf4l11        7.935062e-15  0.5513777 0.902 0.628  3.166486e-10       1
## Prnp1           7.999322e-15  0.3379827 1.000 0.826  3.192130e-10       1
## Dnajc4          8.117033e-15  0.7705147 0.457 0.212  3.239102e-10       1
## Axdnd1          8.384888e-15  3.0918271 0.065 0.004  3.345989e-10       1
## As3mt           8.783487e-15  0.6841276 0.710 0.400  3.505050e-10       1
## Aopep           8.923955e-15  0.3684969 0.943 0.650  3.561104e-10       1
## Dnajc19         8.974814e-15  0.3855640 0.845 0.497  3.581399e-10       1
## Nek7            9.769556e-15  0.5772545 0.514 0.248  3.898541e-10       1
## Mrps16          9.976587e-15  0.4514719 0.829 0.491  3.981157e-10       1
## Capn2           9.993078e-15  0.8995263 0.339 0.129  3.987738e-10       1
## Gm12146         1.044890e-14  1.0638034 0.257 0.085  4.169635e-10       1
## Norad1          1.048687e-14  0.4914367 0.918 0.634  4.184786e-10       1
## Pet1001         1.059531e-14  0.4785343 0.918 0.614  4.228060e-10       1
## Spr             1.109867e-14  0.4516256 0.702 0.397  4.428925e-10       1
## Ctbs            1.124558e-14  1.1650422 0.233 0.073  4.487548e-10       1
## 6330407A03Rik   1.176768e-14  0.7093517 0.253 0.081  4.695891e-10       1
## Tox1            1.190621e-14  0.5299522 0.792 0.484  4.751173e-10       1
## Lrrc58          1.222699e-14  0.5361515 0.882 0.589  4.879180e-10       1
## Tmem230         1.316654e-14  0.7112027 0.506 0.247  5.254106e-10       1
## Psmg41          1.318355e-14  0.5269485 0.669 0.352  5.260896e-10       1
## Ints6l          1.336598e-14  0.4266048 0.359 0.140  5.333695e-10       1
## Zdhhc141        1.339971e-14  0.4718501 0.604 0.295  5.347155e-10       1
## Snx6            1.343503e-14  0.4869390 0.853 0.544  5.361250e-10       1
## Gm53896         1.362391e-14  1.7395501 0.159 0.037  5.436621e-10       1
## Sdf2l1          1.423585e-14  0.6572598 0.678 0.379  5.680817e-10       1
## Rab9            1.425332e-14  0.5442532 0.604 0.323  5.687789e-10       1
## Dcaf8           1.432037e-14  0.4435623 0.804 0.479  5.714544e-10       1
## Trp53i111       1.464510e-14  0.4447788 0.922 0.581  5.844128e-10       1
## Tmem106c        1.473825e-14  1.0002493 0.437 0.197  5.881298e-10       1
## Psmb101         1.482306e-14  0.3222314 0.955 0.692  5.915141e-10       1
## Gas21           1.540113e-14  1.1534177 0.363 0.150  6.145819e-10       1
## Aimp11          1.544285e-14  0.5079494 0.935 0.648  6.162469e-10       1
## Ankrd13d        1.599818e-14  2.1341177 0.102 0.015  6.384072e-10       1
## Cdkl2           1.606554e-14  0.8543519 0.351 0.138  6.410955e-10       1
## Slc25a36        1.670185e-14  0.4911982 0.727 0.426  6.664872e-10       1
## Tmem150b        1.677301e-14  1.2636453 0.220 0.069  6.693269e-10       1
## Rps27           1.694017e-14  0.2275434 0.984 0.849  6.759975e-10       1
## Arl6            1.698568e-14  1.1773745 0.294 0.106  6.778137e-10       1
## Map3k151        1.706795e-14  0.6870291 0.449 0.198  6.810964e-10       1
## Med21           1.725981e-14  0.8686704 0.510 0.256  6.887529e-10       1
## Xpnpep21        1.776507e-14  0.4458126 0.751 0.416  7.089150e-10       1
## Colgalt2        1.822660e-14  5.0227823 0.041 0.000  7.273325e-10       1
## Gm7361          1.822660e-14  5.8118242 0.041 0.000  7.273325e-10       1
## Psme11          1.915313e-14  0.4119439 0.971 0.731  7.643058e-10       1
## Ctss            1.924279e-14  0.6019407 0.404 0.176  7.678836e-10       1
## Jpx             1.982160e-14  1.6941107 0.180 0.047  7.909808e-10       1
## Nudcd2          1.990488e-14  0.6684650 0.571 0.285  7.943041e-10       1
## Porcn           2.019065e-14  1.6715399 0.139 0.029  8.057077e-10       1
## Rcn2            2.083094e-14  0.5769027 0.629 0.333  8.312586e-10       1
## Hypk1           2.085349e-14  0.4422325 0.951 0.644  8.321583e-10       1
## Gnai21          2.088179e-14  0.3595143 0.988 0.818  8.332880e-10       1
## Dmd             2.221178e-14  0.4292839 0.469 0.217  8.863609e-10       1
## Lamtor41        2.316271e-14  0.4982399 0.947 0.623  9.243078e-10       1
## Trappc14        2.389347e-14  0.5430023 0.727 0.434  9.534690e-10       1
## Ostf1           2.412139e-14  0.3712166 0.763 0.452  9.625642e-10       1
## Rnf135          2.469981e-14  1.4310591 0.233 0.073  9.856460e-10       1
## Cbfb            2.557787e-14  0.5951388 0.694 0.394  1.020685e-09       1
## Cct5            2.571509e-14  0.4644226 0.951 0.658  1.026161e-09       1
## Cisd11          2.580151e-14  0.4104230 0.951 0.648  1.029609e-09       1
## Cd1d1           2.659689e-14  1.3604984 0.224 0.071  1.061349e-09       1
## Bcas2           2.854423e-14  0.4088794 0.841 0.509  1.139057e-09       1
## Meis2           2.888176e-14  1.0680464 0.245 0.078  1.152526e-09       1
## Ei241           3.246769e-14  0.5247046 0.804 0.507  1.295623e-09       1
## Tap2            3.299967e-14  0.8217734 0.445 0.203  1.316852e-09       1
## Sdhd            3.438411e-14  0.2505999 0.882 0.570  1.372098e-09       1
## Homer1          3.460071e-14  0.6198275 0.400 0.177  1.380741e-09       1
## Lyn             3.612760e-14  0.6298613 0.580 0.323  1.441672e-09       1
## Tbcb1           3.701327e-14  0.4164163 0.910 0.643  1.477015e-09       1
## Rpp25l          3.739924e-14  0.6800820 0.571 0.302  1.492417e-09       1
## Med281          3.770501e-14  0.4386080 0.914 0.611  1.504619e-09       1
## Arf4            3.820736e-14  0.3912304 0.935 0.648  1.524665e-09       1
## Lsm8            3.838081e-14  0.3886519 0.641 0.340  1.531586e-09       1
## Pvt1            3.842533e-14  3.0806035 0.053 0.002  1.533363e-09       1
## Ppp1r111        4.023082e-14  0.4932872 0.873 0.594  1.605411e-09       1
## Ephx4           4.045384e-14  1.1428108 0.192 0.052  1.614311e-09       1
## Sdcbp2          4.116657e-14  0.3437085 0.898 0.579  1.642752e-09       1
## Smad11          4.184716e-14  0.4758732 0.918 0.652  1.669911e-09       1
## Sun3            4.228572e-14  1.1852463 0.184 0.049  1.687412e-09       1
## Vdac2           4.237207e-14  0.2440060 0.992 0.759  1.690857e-09       1
## Rad51d          4.292127e-14  0.6201890 0.449 0.204  1.712773e-09       1
## Fibp            4.361280e-14  0.6266116 0.727 0.442  1.740369e-09       1
## Lrp3            4.363203e-14  0.7372076 0.392 0.161  1.741136e-09       1
## Psmb11          4.412375e-14  0.4077701 0.984 0.758  1.760758e-09       1
## Atp8a11         4.720669e-14  0.2959059 0.808 0.442  1.883783e-09       1
## Zbp1            4.757479e-14  0.7240055 0.355 0.143  1.898472e-09       1
## Mid2            4.961273e-14  0.9426217 0.306 0.116  1.979796e-09       1
## Micos13         5.237486e-14  0.4254485 0.984 0.753  2.090019e-09       1
## Tmed101         5.316850e-14  0.4558798 0.939 0.702  2.121689e-09       1
## Eif11           5.442384e-14  0.3417608 1.000 0.908  2.171783e-09       1
## Scamp1          5.496717e-14  0.5210279 0.776 0.479  2.193465e-09       1
## Cda             5.662363e-14  0.2138957 0.918 0.637  2.259566e-09       1
## Fundc2          5.700398e-14  0.4066328 0.665 0.347  2.274744e-09       1
## Eif2s21         5.736199e-14  0.4041826 0.980 0.781  2.289030e-09       1
## Arid5b          5.761637e-14  0.4852679 0.686 0.396  2.299181e-09       1
## Zc3h12c         5.835715e-14  2.1441919 0.122 0.023  2.328742e-09       1
## Hint2           6.412051e-14  0.4688278 0.776 0.447  2.558729e-09       1
## Prodh21         6.576469e-14  0.2884019 0.722 0.379  2.624340e-09       1
## Psma21          6.697726e-14  0.3976162 0.971 0.692  2.672728e-09       1
## B9d1            6.761795e-14  0.6941329 0.559 0.283  2.698294e-09       1
## Gm26871         6.911498e-14  0.2040499 0.857 0.511  2.758033e-09       1
## Mettl23         7.271617e-14  0.6188538 0.584 0.303  2.901739e-09       1
## Atp5pf          8.151641e-14  0.2077607 1.000 0.842  3.252912e-09       1
## Eif3i           8.337580e-14  0.3291986 0.939 0.634  3.327111e-09       1
## Ubb1            8.817865e-14  0.3106281 1.000 0.965  3.518769e-09       1
## Bcl2            8.961444e-14  1.5749490 0.167 0.044  3.576064e-09       1
## Rpp211          9.466526e-14  0.5261873 0.771 0.469  3.777617e-09       1
## Bnip3l1         9.883278e-14  0.4467460 0.886 0.563  3.943922e-09       1
## Angptl6         1.010422e-13  1.5661590 0.200 0.059  4.032090e-09       1
## Ndufa8          1.012504e-13  0.3737066 0.939 0.625  4.040398e-09       1
## Foxa31          1.040551e-13  0.4148317 0.759 0.421  4.152320e-09       1
## S100a131        1.066899e-13  0.3235745 0.992 0.746  4.257461e-09       1
## Glrx3           1.078434e-13  0.4558024 0.837 0.502  4.303492e-09       1
## Cog11           1.114943e-13  0.4481686 0.682 0.373  4.449180e-09       1
## Gbp7            1.159085e-13  0.9740744 0.257 0.088  4.625328e-09       1
## Dgcr6           1.205225e-13  0.5022893 0.755 0.454  4.809449e-09       1
## Gm15972         1.211479e-13  2.6642948 0.122 0.024  4.834406e-09       1
## Csrp1           1.222148e-13  0.9511946 0.335 0.140  4.876980e-09       1
## Jkamp1          1.248245e-13  0.3820315 0.706 0.401  4.981120e-09       1
## Churc11         1.249734e-13  0.4947115 0.845 0.519  4.987065e-09       1
## Ndufaf3         1.288927e-13  0.6983688 0.637 0.365  5.143465e-09       1
## Vamp31          1.327155e-13  0.5209746 0.808 0.530  5.296013e-09       1
## Hdac7           1.394199e-13  0.5869285 0.392 0.168  5.563551e-09       1
## Ppargc1b        1.399815e-13  0.5179095 0.380 0.162  5.585961e-09       1
## Nsf1            1.404429e-13  0.4459300 0.718 0.416  5.604374e-09       1
## Cryl1           1.564741e-13  0.4697070 0.502 0.242  6.244101e-09       1
## Gm10400         1.634130e-13  0.7287177 0.184 0.052  6.520996e-09       1
## Katnal1         1.671323e-13  1.1012798 0.249 0.086  6.669415e-09       1
## Tmem42          1.796883e-13  0.6248001 0.571 0.299  7.170463e-09       1
## Sidt1           1.854744e-13  0.7889278 0.351 0.143  7.401356e-09       1
## Mri1            1.882283e-13  0.8807169 0.363 0.159  7.511252e-09       1
## Ccdc126         1.936976e-13  1.2250763 0.229 0.073  7.729505e-09       1
## Cox6a11         1.977524e-13  0.2556486 0.988 0.778  7.891311e-09       1
## Nme31           2.047144e-13  0.6578678 0.751 0.477  8.169126e-09       1
## Ciao2b1         2.063201e-13  0.4494128 0.763 0.454  8.233203e-09       1
## Gabbr2          2.097676e-13  2.4795162 0.082 0.010  8.370777e-09       1
## Akr1c131        2.107978e-13  0.3911652 0.971 0.657  8.411884e-09       1
## Tubb2a1         2.113664e-13  0.5648034 0.555 0.282  8.434575e-09       1
## Lin37           2.130351e-13  0.6306128 0.506 0.255  8.501165e-09       1
## D130020L05Rik   2.182981e-13  1.1272770 0.233 0.078  8.711185e-09       1
## Hsd17b7         2.194775e-13  0.9500591 0.412 0.194  8.758248e-09       1
## Gm28523         2.235366e-13  1.1767167 0.171 0.045  8.920227e-09       1
## Gars1           2.244685e-13  0.3553401 0.927 0.628  8.957417e-09       1
## Gm32546         2.309298e-13  2.5204151 0.082 0.010  9.215255e-09       1
## Pgap2           2.332793e-13  0.6756508 0.465 0.226  9.309010e-09       1
## Atp8b5          2.433590e-13  1.2692546 0.155 0.038  9.711240e-09       1
## Tor3a1          2.450140e-13  0.5697107 0.620 0.332  9.777283e-09       1
## Naaa            2.493348e-13  0.7483198 0.424 0.199  9.949707e-09       1
## Lpcat2          2.517248e-13  2.6109274 0.057 0.003  1.004508e-08       1
## Mbnl21          2.762456e-13  0.3944497 0.959 0.745  1.102358e-08       1
## Gm39369         2.826435e-13  1.2798984 0.180 0.050  1.127889e-08       1
## Rps6ka3         2.937872e-13  0.4011492 0.763 0.458  1.172358e-08       1
## Rnf71           2.988350e-13  0.5046489 0.820 0.532  1.192501e-08       1
## Zfp771          3.113824e-13  0.7651766 0.514 0.262  1.242571e-08       1
## Ccdc30          3.114773e-13  0.9962728 0.159 0.040  1.242950e-08       1
## Ift1721         3.128426e-13  0.6950496 0.686 0.405  1.248398e-08       1
## Gimap5          3.136336e-13  0.7668817 0.310 0.121  1.251555e-08       1
## Zfp422          3.139257e-13  0.5665788 0.510 0.249  1.252721e-08       1
## Gm12576         3.147331e-13  0.8020211 0.380 0.169  1.255943e-08       1
## Tmem1471        3.184917e-13  0.4642404 0.845 0.553  1.270941e-08       1
## Nans            3.255076e-13  0.4469374 0.596 0.308  1.298938e-08       1
## Oaz11           3.284476e-13  0.3640124 0.996 0.876  1.310670e-08       1
## Snap471         3.349800e-13  0.7038842 0.551 0.284  1.336738e-08       1
## Samhd1          3.567237e-13  0.5759018 0.616 0.333  1.423506e-08       1
## 4921528I07Rik   3.672549e-13  4.7096883 0.037 0.000  1.465531e-08       1
## Mcrip11         3.679337e-13  0.5148571 0.767 0.450  1.468239e-08       1
## Emc9            3.703500e-13  1.1585705 0.343 0.147  1.477882e-08       1
## Cotl11          3.751957e-13  0.3170241 0.959 0.660  1.497218e-08       1
## C230035I16Rik   3.756306e-13  3.1490068 0.102 0.017  1.498954e-08       1
## Cebpa           3.816864e-13  0.8483127 0.408 0.188  1.523119e-08       1
## Pop7            3.858356e-13  0.8202807 0.551 0.307  1.539677e-08       1
## Trappc31        3.864670e-13  0.6523260 0.722 0.433  1.542197e-08       1
## Ttll5           3.865632e-13  0.4366501 0.441 0.201  1.542580e-08       1
## Marchf2         3.963520e-13  0.6467495 0.527 0.274  1.581643e-08       1
## Swi5            3.965586e-13  0.3907637 0.951 0.706  1.582467e-08       1
## Glb11           4.098590e-13  0.6882007 0.576 0.305  1.635542e-08       1
## Ipo8            4.150756e-13  0.4833094 0.600 0.306  1.656359e-08       1
## Fbxo211         4.240895e-13  0.5318392 0.608 0.311  1.692329e-08       1
## Nt5e1           4.517974e-13  0.1649344 0.971 0.604  1.802898e-08       1
## Eef1akmt1       4.626841e-13  0.8003106 0.514 0.266  1.846341e-08       1
## Armcx1          4.663271e-13  0.4479008 0.531 0.260  1.860878e-08       1
## Cct31           4.771873e-13  0.4462294 0.890 0.568  1.904216e-08       1
## Tmbim4          4.977391e-13  0.4477792 0.914 0.600  1.986228e-08       1
## Dpy30           5.096066e-13  0.5047478 0.861 0.540  2.033585e-08       1
## Pdcd51          5.170616e-13  0.4490093 0.927 0.644  2.063334e-08       1
## Mrpl531         5.199364e-13  0.4156240 0.869 0.590  2.074806e-08       1
## Cfdp1           5.282326e-13  0.5018590 0.808 0.502  2.107912e-08       1
## Parp14          5.440667e-13  0.2215507 0.600 0.317  2.171098e-08       1
## Tnks1bp1        5.554886e-13  0.4331663 0.653 0.359  2.216677e-08       1
## Svbp            5.664015e-13  0.8687478 0.339 0.145  2.260225e-08       1
## Tvp23b1         5.816314e-13  0.4857182 0.820 0.523  2.321000e-08       1
## Atl3            6.018176e-13  0.9098207 0.351 0.150  2.401553e-08       1
## Il3ra           6.023596e-13  0.6313513 0.331 0.132  2.403716e-08       1
## Fbxw17          6.072549e-13  0.9608441 0.294 0.110  2.423251e-08       1
## Ror2            6.138826e-13  0.9927725 0.282 0.108  2.449698e-08       1
## Gnaq            6.182347e-13  0.4102483 0.845 0.552  2.467066e-08       1
## Rbpms           6.194074e-13  0.7999538 0.420 0.187  2.471745e-08       1
## Ccdc86          6.247519e-13  0.6779525 0.404 0.181  2.493073e-08       1
## Ccpg1           6.354480e-13  0.5147135 0.792 0.472  2.535755e-08       1
## Rras1           6.485940e-13  0.8047904 0.539 0.287  2.588214e-08       1
## Pgbd5           6.552049e-13  1.3163113 0.171 0.046  2.614595e-08       1
## Mrpl571         6.566897e-13  0.4330933 0.902 0.590  2.620520e-08       1
## Fgf18           6.680077e-13  3.3625597 0.049 0.002  2.665685e-08       1
## Scin            6.717873e-13  1.5971466 0.347 0.157  2.680767e-08       1
## Smap2           6.854690e-13  0.6012248 0.637 0.370  2.735364e-08       1
## Pyurf           6.882271e-13  0.6114762 0.612 0.342  2.746370e-08       1
## Macroh2a2       7.056052e-13  1.0735047 0.261 0.093  2.815718e-08       1
## Casd1           7.194276e-13  0.6645583 0.567 0.314  2.870876e-08       1
## Csgalnact2      7.437204e-13  0.8791170 0.220 0.071  2.967816e-08       1
## Ccdc28b         7.475512e-13  0.7302925 0.469 0.231  2.983103e-08       1
## Nrp2            7.687037e-13  0.9235162 0.163 0.043  3.067512e-08       1
## Rab25           7.843877e-13  0.3670222 0.927 0.651  3.130099e-08       1
## Mrpl43          7.847131e-13  0.4696105 0.857 0.535  3.131398e-08       1
## Fam216a         7.929353e-13  0.6538088 0.486 0.238  3.164208e-08       1
## 1600014C10Rik   8.108305e-13  0.3509768 0.420 0.192  3.235619e-08       1
## Gm41603         8.250210e-13  2.4157688 0.102 0.017  3.292246e-08       1
## Sap18           8.652681e-13  0.4242556 0.845 0.539  3.452852e-08       1
## Ilk             8.751627e-13  0.5074385 0.567 0.309  3.492337e-08       1
## Msantd3         8.949989e-13  1.6538325 0.151 0.038  3.571493e-08       1
## C1galt1c1       8.984061e-13  0.4781030 0.637 0.375  3.585089e-08       1
## Fam221a         9.063265e-13  0.5532458 0.584 0.309  3.616696e-08       1
## Pde2a1          9.237281e-13  0.4734813 0.649 0.356  3.686137e-08       1
## Rnf114          9.261490e-13  0.4221611 0.637 0.358  3.695798e-08       1
## Eif5a           9.595262e-13  0.2660608 0.996 0.796  3.828989e-08       1
## Tex30           9.812995e-13  0.7770410 0.388 0.177  3.915876e-08       1
## Tmem242         9.896848e-13  0.6404953 0.429 0.208  3.949337e-08       1
## Lsm11           9.920296e-13  1.2879614 0.224 0.077  3.958694e-08       1
## Unc79           1.000105e-12  0.2868786 0.653 0.342  3.990918e-08       1
## Cct71           1.009212e-12  0.4040972 0.971 0.716  4.027259e-08       1
## Polr2d          1.033104e-12  0.9416682 0.359 0.157  4.122603e-08       1
## Mindy21         1.059162e-12  0.3234452 0.894 0.588  4.226587e-08       1
## Rhob1           1.066304e-12  0.3852096 0.869 0.574  4.255084e-08       1
## Slc12a5         1.087376e-12  1.9946652 0.086 0.012  4.339175e-08       1
## Wdfy2           1.092777e-12  0.8563873 0.294 0.116  4.360726e-08       1
## Ttc21b          1.111984e-12  1.1811086 0.253 0.090  4.437371e-08       1
## Ywhag1          1.125427e-12  0.4521390 0.796 0.494  4.491017e-08       1
## Cox6b11         1.128439e-12  0.2363459 0.996 0.829  4.503036e-08       1
## Acsf3           1.178913e-12  0.8114728 0.416 0.199  4.704452e-08       1
## Ccdc107         1.190951e-12  0.4052500 0.735 0.407  4.752490e-08       1
## Cnot6l1         1.203118e-12  0.3799443 0.971 0.767  4.801043e-08       1
## Chchd11         1.206183e-12  0.3632674 0.857 0.539  4.813274e-08       1
## Sec61a11        1.236488e-12  0.3796822 0.927 0.626  4.934204e-08       1
## Ube2b           1.249481e-12  0.3166075 0.988 0.772  4.986053e-08       1
## Itgb1bp1        1.320795e-12  0.8639514 0.351 0.150  5.270633e-08       1
## Polr2j1         1.353043e-12  0.4747508 0.857 0.568  5.399318e-08       1
## Fmc1            1.395428e-12  0.4286138 0.706 0.403  5.568456e-08       1
## Gm16174         1.406234e-12  1.4197677 0.155 0.039  5.611576e-08       1
## Lamtor5         1.492305e-12  0.4116087 0.759 0.456  5.955045e-08       1
## Nme11           1.499509e-12  0.2582610 0.931 0.632  5.983790e-08       1
## Eloc1           1.508143e-12  0.4832565 0.914 0.610  6.018244e-08       1
## Rai2            1.511714e-12  0.5521150 0.482 0.233  6.032497e-08       1
## 4930594M22Rik   1.527823e-12  2.9156103 0.073 0.008  6.096777e-08       1
## Ndufa41         1.531802e-12  0.2593390 0.992 0.808  6.112657e-08       1
## Hddc3           1.602495e-12  1.4699816 0.155 0.041  6.394755e-08       1
## Ndufb5          1.655747e-12  0.2796291 0.943 0.697  6.607259e-08       1
## Ilkap1          1.714274e-12  0.4382346 0.816 0.486  6.840810e-08       1
## Ap2b11          1.719013e-12  0.4003343 0.918 0.641  6.859723e-08       1
## Tmie            1.756850e-12  0.6949854 0.404 0.182  7.010709e-08       1
## Uqcrh           1.765110e-12  0.2149954 1.000 0.826  7.043671e-08       1
## Gnaz1           1.767008e-12  0.3587997 0.637 0.346  7.051244e-08       1
## Bace11          1.821055e-12  0.4952294 0.829 0.535  7.266920e-08       1
## Arhgap6         1.825519e-12  1.7475974 0.098 0.017  7.284734e-08       1
## Trir1           1.876437e-12  0.3844626 0.967 0.713  7.487923e-08       1
## Cmc1            1.880051e-12  0.5591443 0.624 0.340  7.502345e-08       1
## Borcs6          1.965317e-12  0.7193788 0.408 0.182  7.842597e-08       1
## Gm34294         2.004378e-12  3.0116785 0.057 0.004  7.998472e-08       1
## Phax            2.064499e-12  0.5598230 0.653 0.389  8.238385e-08       1
## Uap1            2.079327e-12  0.6421135 0.482 0.245  8.297555e-08       1
## Rab3a1          2.153410e-12  0.6102643 0.498 0.240  8.593183e-08       1
## Xaf1            2.244044e-12  0.8834161 0.257 0.094  8.954859e-08       1
## Trp53bp1        2.262400e-12  0.3064393 0.629 0.342  9.028109e-08       1
## Paip2b          2.306055e-12  0.7480072 0.412 0.189  9.202312e-08       1
## Gm10029         2.312566e-12  0.2868259 0.841 0.506  9.228293e-08       1
## Cdc421          2.346923e-12  0.2963014 0.992 0.851  9.365396e-08       1
## Psmg2           2.355622e-12  0.5040299 0.437 0.205  9.400108e-08       1
## Ptrhd1          2.373365e-12  0.7791364 0.461 0.232  9.470912e-08       1
## Baiap2l1        2.423989e-12  0.2863414 0.600 0.333  9.672929e-08       1
## Phb1            2.426419e-12  0.2247710 0.833 0.527  9.682625e-08       1
## Arl1            2.469768e-12  0.3685710 0.914 0.629  9.855610e-08       1
## Tnr             2.500368e-12  0.5969830 0.298 0.117  9.977717e-08       1
## Dhrs7           2.538055e-12  0.6567330 0.604 0.328  1.012811e-07       1
## Abcc41          2.600280e-12  0.8368200 0.327 0.133  1.037642e-07       1
## Mtmr71          2.610438e-12  0.4817021 0.694 0.410  1.041695e-07       1
## Dmxl2           2.828421e-12  0.7368203 0.245 0.085  1.128681e-07       1
## Cox5b           2.843134e-12  0.1604726 0.992 0.800  1.134552e-07       1
## Selenom1        2.845642e-12  0.3725024 1.000 0.832  1.135554e-07       1
## Glmn            2.925973e-12  1.2751288 0.237 0.087  1.167610e-07       1
## 1700066M21Rik   2.950303e-12  1.3951052 0.151 0.040  1.177318e-07       1
## Adgrg7          3.169469e-12  0.4782085 0.510 0.258  1.264777e-07       1
## Tmem1651        3.177069e-12  0.6284622 0.629 0.350  1.267809e-07       1
## Nop10           3.214265e-12  0.2426025 0.820 0.486  1.282652e-07       1
## Smim30          3.273652e-12  0.6159923 0.494 0.269  1.306351e-07       1
## Nap1l5          3.309570e-12  1.4927018 0.167 0.048  1.320684e-07       1
## Lpar5           3.331541e-12  1.0087383 0.343 0.157  1.329452e-07       1
## Kbtbd12         3.342267e-12  3.8050824 0.053 0.003  1.333732e-07       1
## Ddost           3.370970e-12  0.3976047 0.939 0.635  1.345186e-07       1
## D830035M03Rik   3.399718e-12  3.8110601 0.053 0.003  1.356658e-07       1
## 4933412E12Rik   3.507929e-12  1.8965870 0.110 0.022  1.399839e-07       1
## Slc25a29        3.554880e-12  1.0501812 0.220 0.075  1.418575e-07       1
## Lamp21          3.614683e-12  0.4529736 0.918 0.709  1.442439e-07       1
## Spata45         3.701817e-12  3.2935888 0.053 0.003  1.477210e-07       1
## 2310039H08Rik   3.713574e-12  0.5089720 0.710 0.411  1.481902e-07       1
## Ctsz            3.777783e-12  0.3317272 0.959 0.641  1.507524e-07       1
## Yy11            3.847260e-12  0.4173127 0.922 0.699  1.535249e-07       1
## Erp44           3.859310e-12  0.4272371 0.731 0.449  1.540058e-07       1
## Lhfpl4          3.942393e-12  1.1868731 0.171 0.048  1.573212e-07       1
## Scmh1           3.958792e-12  0.4796678 0.555 0.292  1.579756e-07       1
## Tmem151b        3.960043e-12  1.0474164 0.220 0.075  1.580255e-07       1
## Impdh11         4.019905e-12  0.4521651 0.616 0.334  1.604143e-07       1
## Ramp2           4.146672e-12  1.3163955 0.204 0.067  1.654730e-07       1
## Sh3yl11         4.183451e-12  0.4472919 0.584 0.326  1.669406e-07       1
## Epsti1          4.192336e-12  0.5525731 0.498 0.248  1.672952e-07       1
## Smim291         4.222122e-12  0.5423498 0.620 0.338  1.684838e-07       1
## Timm17a1        4.229019e-12  0.4936611 0.755 0.457  1.687590e-07       1
## Smpdl3a         4.247333e-12  0.2679753 0.902 0.577  1.694898e-07       1
## Marchf91        4.262578e-12  0.6761391 0.473 0.231  1.700982e-07       1
## Prrc1           4.300195e-12  0.3899043 0.771 0.464  1.715993e-07       1
## Ube2h           4.309056e-12  0.4856221 0.784 0.491  1.719529e-07       1
## Mocs1           4.453324e-12  0.1568659 0.461 0.221  1.777099e-07       1
## Chchd6          4.457519e-12  1.0157227 0.290 0.117  1.778773e-07       1
## Ndufb101        4.524308e-12  0.3417143 0.963 0.705  1.805425e-07       1
## Frmd6           4.595446e-12  1.9561858 0.102 0.019  1.833813e-07       1
## Gm41753         4.627266e-12  2.3118866 0.098 0.017  1.846511e-07       1
## Pcmt1           4.703944e-12  0.4603870 0.759 0.479  1.877109e-07       1
## Hras1           4.833440e-12  0.4563556 0.853 0.586  1.928784e-07       1
## Desi2           4.861569e-12  0.5384694 0.641 0.350  1.940009e-07       1
## Fes             5.037822e-12  1.1320071 0.216 0.071  2.010343e-07       1
## F8a             5.098323e-12  1.0498064 0.343 0.155  2.034486e-07       1
## Zfp81           5.213197e-12  1.0872345 0.273 0.108  2.080326e-07       1
## Fndc3a          5.240850e-12  0.3238510 0.980 0.757  2.091361e-07       1
## Unc119          5.285122e-12  0.9055025 0.302 0.122  2.109028e-07       1
## Avpi1           5.544833e-12  1.2972538 0.253 0.098  2.212666e-07       1
## Polr2g1         5.569713e-12  0.4991528 0.824 0.542  2.222594e-07       1
## Tle6            5.645655e-12  0.5734705 0.539 0.278  2.252899e-07       1
## Mvk             5.815480e-12  0.5927440 0.371 0.169  2.320667e-07       1
## Klhdc1          5.863735e-12  1.2053372 0.208 0.070  2.339924e-07       1
## Extl2           5.950176e-12  0.7136700 0.265 0.099  2.374418e-07       1
## Sort11          6.087303e-12  0.4371954 0.812 0.526  2.429138e-07       1
## Ing1            6.362355e-12  0.4779014 0.690 0.423  2.538898e-07       1
## Gnptg1          6.461344e-12  0.4685212 0.906 0.646  2.578399e-07       1
## Tmem2051        6.630504e-12  0.3359028 0.894 0.585  2.645903e-07       1
## Gm45998         6.733962e-12  0.8979996 0.294 0.125  2.687188e-07       1
## Hacd1           6.884692e-12  0.1624880 0.686 0.394  2.747336e-07       1
## Tma71           6.987320e-12  0.3370346 0.980 0.767  2.788290e-07       1
## Arhgef9         7.078376e-12  1.3320556 0.163 0.045  2.824626e-07       1
## Laptm4a1        7.189831e-12  0.3594967 0.992 0.760  2.869102e-07       1
## Anapc11         7.361557e-12  0.4419306 0.637 0.363  2.937629e-07       1
## Arhgef10l       7.374719e-12  1.4832301 0.143 0.037  2.942882e-07       1
## Nhlh2           7.416812e-12  4.6747151 0.033 0.000  2.959679e-07       1
## Mobp            7.416812e-12  5.0726781 0.033 0.000  2.959679e-07       1
## Cmya5           7.416812e-12  4.5796609 0.033 0.000  2.959679e-07       1
## Vbp11           7.617592e-12  0.4583413 0.747 0.476  3.039800e-07       1
## P3h1            7.624334e-12  2.5170774 0.078 0.010  3.042490e-07       1
## Dpyd            7.696497e-12  0.3681952 0.849 0.563  3.071287e-07       1
## Mmp24           8.073119e-12  1.0559458 0.180 0.053  3.221578e-07       1
## Atl2            8.171472e-12  0.4115019 0.771 0.468  3.260826e-07       1
## Cmbl            8.209194e-12  0.4002709 0.449 0.217  3.275879e-07       1
## Zfp941          8.354007e-12  1.8170131 0.114 0.024  3.333667e-07       1
## Adk             8.466754e-12  0.5071475 0.478 0.238  3.378658e-07       1
## Bola3           8.486358e-12  0.2627641 0.731 0.426  3.386481e-07       1
## Gbp9            8.534015e-12  0.9375579 0.269 0.103  3.405499e-07       1
## Ctps2           8.577821e-12  0.7841019 0.445 0.225  3.422980e-07       1
## Tm7sf3          8.651639e-12  0.6678569 0.429 0.210  3.452436e-07       1
## Zswim5          8.765818e-12  1.3073705 0.233 0.087  3.498000e-07       1
## Igdcc4          8.821330e-12  3.2625084 0.065 0.007  3.520152e-07       1
## Fam229b         8.949382e-12  1.9206823 0.127 0.029  3.571251e-07       1
## Prkaa11         9.097373e-12  0.3440481 0.755 0.454  3.630307e-07       1
## Sdhaf1          9.296044e-12  0.7364189 0.469 0.238  3.709586e-07       1
## 1300002E11Rik   9.314180e-12  0.4091266 0.759 0.457  3.716823e-07       1
## 2810001A02Rik   9.568052e-12  0.6590943 0.612 0.347  3.818131e-07       1
## Cox7c           9.688974e-12  0.1770063 1.000 0.891  3.866385e-07       1
## Setd31          9.741857e-12  0.4136564 0.878 0.603  3.887488e-07       1
## Ivd             9.840591e-12  0.5685786 0.494 0.257  3.926888e-07       1
## Tcp11           1.031243e-11  0.2972327 0.918 0.615  4.115176e-07       1
## Ndrg4           1.032921e-11  2.7254064 0.065 0.007  4.121872e-07       1
## Ephb2           1.064251e-11  0.6347943 0.388 0.182  4.246894e-07       1
## Gm14279         1.071993e-11  0.3725916 0.808 0.521  4.277789e-07       1
## Dpy19l1         1.089453e-11  0.7257885 0.192 0.062  4.347464e-07       1
## Lefty1          1.116045e-11  1.1405788 0.257 0.098  4.453579e-07       1
## Dad11           1.133549e-11  0.3542323 0.996 0.800  4.523429e-07       1
## Dbndd2          1.136400e-11  0.6862558 0.506 0.268  4.534806e-07       1
## Hfe             1.138372e-11  0.8716553 0.192 0.062  4.542675e-07       1
## Zfp932          1.148850e-11  0.7688337 0.367 0.168  4.584487e-07       1
## Sil1            1.150334e-11  0.6397544 0.543 0.296  4.590408e-07       1
## Mrpl201         1.168692e-11  0.3420007 0.914 0.604  4.663666e-07       1
## Hcar11          1.196561e-11  0.9096359 0.253 0.094  4.774876e-07       1
## Usp8            1.284738e-11  0.4560633 0.796 0.505  5.126747e-07       1
## Slc66a3         1.288079e-11  1.2066890 0.253 0.096  5.140080e-07       1
## Drg11           1.290948e-11  0.4458833 0.624 0.349  5.151526e-07       1
## Rapgef4         1.325281e-11  0.2900203 0.669 0.385  5.288533e-07       1
## Zfp362          1.344910e-11  0.6173656 0.359 0.157  5.366862e-07       1
## Prelid1         1.353390e-11  0.2112900 0.980 0.737  5.400701e-07       1
## Gm54305         1.377729e-11  3.8539253 0.037 0.001  5.497828e-07       1
## Gadd45g1        1.382235e-11  0.4873222 0.755 0.482  5.515809e-07       1
## Serp21          1.416491e-11  0.9533157 0.212 0.071  5.652508e-07       1
## Acyp1           1.427146e-11  0.7202903 0.547 0.305  5.695028e-07       1
## 2200002J24Rik   1.481071e-11  2.6666743 0.090 0.015  5.910213e-07       1
## Rxylt1          1.487215e-11  0.6710086 0.490 0.254  5.934730e-07       1
## Bag4            1.499780e-11  0.4275795 0.682 0.382  5.984871e-07       1
## Ncstn1          1.507973e-11  0.5296502 0.788 0.526  6.017568e-07       1
## Mtfr1l          1.515734e-11  0.5123844 0.535 0.289  6.048537e-07       1
## Gm16124         1.617584e-11  1.2408788 0.241 0.089  6.454969e-07       1
## Tmem237         1.623220e-11  0.9869367 0.384 0.185  6.477458e-07       1
## Dlat            1.637768e-11  0.6247726 0.396 0.185  6.535513e-07       1
## Mettl9          1.657247e-11  0.4504948 0.731 0.444  6.613245e-07       1
## 2310009B15Rik   1.658900e-11  0.9115949 0.371 0.176  6.619841e-07       1
## Rhou            1.660637e-11  0.2289202 0.914 0.605  6.626772e-07       1
## Mtif2           1.718848e-11  0.4176885 0.706 0.410  6.859062e-07       1
## Hmg20a          1.774191e-11  0.6677504 0.376 0.176  7.079910e-07       1
## Btf3l4          1.789740e-11  0.4442260 0.767 0.475  7.141956e-07       1
## Hsd17b10        1.791865e-11  0.3119018 0.612 0.321  7.150438e-07       1
## Edaradd         1.793529e-11  2.1976100 0.073 0.010  7.157078e-07       1
## Ampd3           1.793614e-11  0.7110260 0.351 0.161  7.157415e-07       1
## Gmfb1           1.828692e-11  0.3794661 0.706 0.419  7.297397e-07       1
## St18            1.844751e-11  0.1282423 0.763 0.430  7.361480e-07       1
## Armcx2          1.859142e-11  2.7566040 0.086 0.014  7.418907e-07       1
## Ubxn1           1.860624e-11  0.2987146 0.971 0.714  7.424822e-07       1
## Kcna4           1.964263e-11  1.7505610 0.073 0.010  7.838392e-07       1
## Ecd             2.035046e-11  0.6494672 0.486 0.259  8.120850e-07       1
## Gpr108          2.037104e-11  0.3834686 0.616 0.330  8.129064e-07       1
## Socs1           2.039943e-11  1.8523777 0.114 0.025  8.140391e-07       1
## C1ra            2.082792e-11  3.3742740 0.061 0.006  8.311380e-07       1
## Ankra21         2.088807e-11  0.3427112 0.800 0.509  8.335384e-07       1
## Fkbp3           2.118308e-11  0.3568861 0.739 0.416  8.453109e-07       1
## Aldh18a1        2.156189e-11  0.3935204 0.616 0.340  8.604274e-07       1
## Gm38952         2.159860e-11  0.7846261 0.196 0.063  8.618923e-07       1
## Klc3            2.172040e-11  0.4660758 0.473 0.226  8.667524e-07       1
## Sra11           2.176953e-11  0.4618229 0.886 0.590  8.687131e-07       1
## Thumpd1         2.306440e-11  0.3099376 0.494 0.253  9.203850e-07       1
## Adgrl2          2.315518e-11  0.8296751 0.331 0.151  9.240075e-07       1
## Gm19689         2.316382e-11  1.8381372 0.073 0.010  9.243522e-07       1
## Slc23a2         2.340697e-11  0.7233541 0.286 0.118  9.340553e-07       1
## Tmem35b         2.407331e-11  0.9965758 0.310 0.134  9.606456e-07       1
## Srpk2           2.495861e-11  0.3057029 0.792 0.498  9.959731e-07       1
## Txndc16         2.641614e-11  1.2530881 0.180 0.057  1.054136e-06       1
## Tuba1a1         2.657764e-11  0.2635285 0.914 0.631  1.060581e-06       1
## Gpr180          2.667584e-11  0.8576956 0.376 0.178  1.064499e-06       1
## Ctxn1           2.673827e-11  1.0108584 0.261 0.102  1.066991e-06       1
## Pcmtd11         2.694776e-11  0.3682614 0.861 0.588  1.075350e-06       1
## Rtraf           2.718152e-11  0.2705425 0.890 0.580  1.084679e-06       1
## Gm54268         2.750663e-11  0.5312748 0.367 0.171  1.097652e-06       1
## Zbtb7c          2.773957e-11  1.1510455 0.106 0.022  1.106948e-06       1
## Fgl1            2.815606e-11  2.6471000 0.106 0.022  1.123568e-06       1
## Cyp2c651        2.832761e-11  0.3076328 0.898 0.604  1.130413e-06       1
## Gm51806         2.837399e-11  0.2529735 0.486 0.245  1.132264e-06       1
## Timm10b1        2.878381e-11  0.4601028 0.873 0.567  1.148618e-06       1
## Atp5pb          2.995181e-11  0.1010764 0.996 0.824  1.195227e-06       1
## Gm44008         3.029776e-11  1.0045521 0.192 0.062  1.209032e-06       1
## Msto1           3.063337e-11  1.0426509 0.257 0.102  1.222425e-06       1
## Mapk31          3.122717e-11  0.2880787 1.000 0.854  1.246120e-06       1
## Coro2b          3.135183e-11  1.8651334 0.102 0.020  1.251095e-06       1
## Haghl           3.201869e-11  0.5847096 0.449 0.226  1.277706e-06       1
## Prkar1a1        3.248898e-11  0.3263771 0.992 0.799  1.296473e-06       1
## Prr15           3.306988e-11  0.3289399 0.457 0.225  1.319654e-06       1
## 1810008I18Rik   3.364310e-11  1.5374612 0.127 0.031  1.342528e-06       1
## Kdelr21         3.397403e-11  0.3545932 0.980 0.772  1.355734e-06       1
## Sec22b          3.399860e-11  0.4481807 0.633 0.375  1.356714e-06       1
## Pts             3.474863e-11  0.3978814 0.796 0.495  1.386644e-06       1
## Trappc6a1       3.487291e-11  0.3666830 0.841 0.523  1.391603e-06       1
## Hsdl2           3.490777e-11  0.6708478 0.424 0.210  1.392994e-06       1
## E2f2            3.491103e-11  0.6455032 0.482 0.252  1.393125e-06       1
## Emc101          3.507295e-11  0.3878863 0.922 0.681  1.399586e-06       1
## Gng2            3.538632e-11  0.9308613 0.257 0.100  1.412091e-06       1
## Timm231         3.583375e-11  0.3560900 0.776 0.475  1.429946e-06       1
## Spcs3           3.653395e-11  0.3179113 0.820 0.514  1.457887e-06       1
## A1cf            3.684835e-11  0.2972336 0.939 0.700  1.470433e-06       1
## Mrps17          3.742153e-11  0.3903226 0.682 0.375  1.493306e-06       1
## Crlf2           3.746530e-11  0.9876901 0.367 0.173  1.495053e-06       1
## Ptpmt1          3.808956e-11  0.3282161 0.673 0.373  1.519964e-06       1
## Med30           3.844022e-11  0.5280627 0.535 0.288  1.533957e-06       1
## Abhd16a1        3.908277e-11  0.3806088 0.796 0.500  1.559598e-06       1
## Erh             4.281120e-11  0.2109220 0.906 0.587  1.708381e-06       1
## Tspyl4          4.340877e-11  0.4927954 0.424 0.204  1.732227e-06       1
## Lyrm9           4.351328e-11  0.4777314 0.612 0.352  1.736397e-06       1
## Rab11a1         4.488557e-11  0.3142423 0.890 0.644  1.791159e-06       1
## Prdx4           4.502340e-11  0.4435258 0.335 0.144  1.796659e-06       1
## Nxn             4.597488e-11  1.6899727 0.131 0.033  1.834627e-06       1
## Zfp74           4.796812e-11  0.6897567 0.306 0.126  1.914168e-06       1
## Tmem126a1       5.067842e-11  0.4699246 0.751 0.474  2.022322e-06       1
## Def8            5.150446e-11  0.7580517 0.367 0.171  2.055286e-06       1
## Ngrn            5.217370e-11  0.5930502 0.584 0.325  2.081991e-06       1
## Tyw5            5.266106e-11  1.1287938 0.253 0.102  2.101440e-06       1
## Rapgef5         5.307225e-11  0.5624185 0.347 0.157  2.117848e-06       1
## Gm12343         5.337760e-11  2.1555302 0.086 0.015  2.130033e-06       1
## 1600027J07Rik   5.402866e-11  2.9366413 0.057 0.006  2.156014e-06       1
## Atp6v0e21       5.477105e-11  0.5644987 0.706 0.428  2.185639e-06       1
## Nr1i2           5.482064e-11  0.4904788 0.567 0.307  2.187618e-06       1
## Bri3            5.578940e-11  0.3126667 0.935 0.621  2.226276e-06       1
## Smim19          5.706586e-11  0.6482361 0.473 0.254  2.277213e-06       1
## Slc9a7          5.743924e-11  0.8919611 0.314 0.136  2.292113e-06       1
## Bcor            5.807951e-11  0.3979342 0.539 0.285  2.317663e-06       1
## Cdkn1a          5.971825e-11  0.2607791 0.996 0.850  2.383057e-06       1
## H2-T231         6.016203e-11  0.3130594 0.980 0.741  2.400766e-06       1
## Gas7            6.099768e-11  3.0689580 0.057 0.006  2.434112e-06       1
## Ppme1           6.139360e-11  0.3531882 0.722 0.448  2.449912e-06       1
## Qsox2           6.180251e-11  0.4677867 0.449 0.231  2.466229e-06       1
## Mff             6.338402e-11  0.4336457 0.763 0.488  2.529339e-06       1
## Alkbh6          6.442116e-11  0.6331985 0.584 0.324  2.570726e-06       1
## Gm33636         6.464791e-11  3.1690202 0.057 0.006  2.579775e-06       1
## Gm343371        6.503387e-11  0.9835907 0.241 0.087  2.595176e-06       1
## Bmyc            6.526125e-11  0.5738240 0.551 0.301  2.604250e-06       1
## Lancl1          6.538221e-11  0.8907062 0.371 0.179  2.609077e-06       1
## Triobp1         6.582190e-11  0.4760614 0.645 0.379  2.626623e-06       1
## Ssna11          6.595326e-11  0.5480108 0.714 0.418  2.631865e-06       1
## Gm465601        6.636422e-11  0.9448391 0.257 0.100  2.648264e-06       1
## Scnm1           6.906950e-11  0.7489678 0.396 0.196  2.756219e-06       1
## Tmem258         7.181668e-11  0.3137027 0.939 0.667  2.865845e-06       1
## Nr2f2           7.289134e-11  0.4501957 0.461 0.237  2.908729e-06       1
## Ube2d2a1        7.489236e-11  0.3477639 0.902 0.639  2.988580e-06       1
## Tsnax           7.699972e-11  0.4714348 0.616 0.352  3.072674e-06       1
## 2310022B05Rik   7.878430e-11  0.6134431 0.514 0.289  3.143887e-06       1
## Pigyl           7.997772e-11  0.6084569 0.588 0.326  3.191511e-06       1
## Lsm3            8.054937e-11  0.3912923 0.576 0.314  3.214323e-06       1
## Frat2           8.339680e-11  0.6689472 0.518 0.280  3.327949e-06       1
## Cgn             8.398676e-11  0.1180243 0.661 0.368  3.351492e-06       1
## Zfp704          8.416566e-11  0.2350733 0.661 0.368  3.358631e-06       1
## Myl12b1         8.523960e-11  0.3010303 0.984 0.800  3.401486e-06       1
## Zfp8711         8.531912e-11  0.4118633 0.914 0.654  3.404660e-06       1
## Cd200           8.576638e-11  0.2869402 0.694 0.442  3.422508e-06       1
## Fem1b1          8.599840e-11  0.4334490 0.714 0.430  3.431766e-06       1
## Uqcc51          8.757087e-11  0.4048604 0.731 0.439  3.494515e-06       1
## Tm2d11          8.774610e-11  0.4082724 0.833 0.543  3.501508e-06       1
## Ntsr2           8.846060e-11  1.3485502 0.147 0.041  3.530020e-06       1
## 1500011B03Rik1  9.148599e-11  0.4697932 0.596 0.338  3.650748e-06       1
## Cox14           9.255655e-11  0.3016949 0.922 0.665  3.693469e-06       1
## Eif4a2          9.348016e-11  0.3623994 0.963 0.758  3.730326e-06       1
## Lipc1           9.559739e-11  0.9579202 0.159 0.046  3.814814e-06       1
## Slc44a11        9.601026e-11  0.3538777 0.837 0.544  3.831289e-06       1
## Rprd1a          9.707851e-11  0.6107305 0.531 0.291  3.873918e-06       1
## Myc             9.709907e-11  0.9416573 0.220 0.082  3.874739e-06       1
## Fam83b          9.878969e-11  0.2295094 0.571 0.326  3.942203e-06       1
## Tmed4           9.971064e-11  0.3419768 0.882 0.617  3.978953e-06       1
## Atp2a21         1.007410e-10  0.2520579 0.980 0.826  4.020069e-06       1
## Cul7            1.020540e-10  0.6781794 0.335 0.147  4.072466e-06       1
## Pygb            1.025622e-10  0.7550366 0.204 0.074  4.092745e-06       1
## Ndufab1         1.103632e-10  0.1460378 0.939 0.635  4.404045e-06       1
## Gemin5          1.106525e-10  1.0191362 0.224 0.087  4.415588e-06       1
## Tmem2381        1.108084e-10  0.3409983 0.914 0.660  4.421811e-06       1
## Mtmr9           1.141039e-10  0.5310410 0.551 0.308  4.553316e-06       1
## Zdhhc17         1.179225e-10  0.8893277 0.367 0.178  4.705698e-06       1
## Sigmar1         1.180331e-10  0.7886393 0.396 0.198  4.710109e-06       1
## Gtf2e2          1.189686e-10  0.3649296 0.735 0.445  4.747442e-06       1
## Dbp             1.223858e-10  1.0586680 0.241 0.094  4.883807e-06       1
## Prmt11          1.228493e-10  0.3745206 0.739 0.436  4.902303e-06       1
## Tmem14a         1.310309e-10  1.2792517 0.229 0.087  5.228789e-06       1
## Ldaf1           1.311227e-10  0.8167213 0.396 0.198  5.232453e-06       1
## Lekr1           1.312384e-10  1.1205353 0.184 0.061  5.237068e-06       1
## Zfp318          1.329769e-10  0.4341549 0.547 0.305  5.306444e-06       1
## Eid2            1.342959e-10  0.5842043 0.420 0.207  5.359079e-06       1
## Gal             1.374368e-10  3.0210636 0.065 0.008  5.484416e-06       1
## Vamp21          1.375302e-10  0.4099324 0.808 0.526  5.488144e-06       1
## Gm40743         1.398417e-10  1.0544771 0.102 0.022  5.580383e-06       1
## 2310010J17Rik   1.436465e-10  1.1562360 0.229 0.088  5.732214e-06       1
## Gtf2f1          1.470815e-10  0.3352968 0.669 0.391  5.869288e-06       1
## Creb3           1.475106e-10  0.5728804 0.612 0.358  5.886410e-06       1
## Cmtm8           1.488198e-10  2.7389997 0.069 0.010  5.938653e-06       1
## Cyp3a16         1.503505e-10  4.3353537 0.029 0.000  5.999737e-06       1
## Gm53937         1.503505e-10  4.3083990 0.029 0.000  5.999737e-06       1
## Vps291          1.564414e-10  0.3726010 0.833 0.557  6.242795e-06       1
## Ino80d          1.582264e-10  0.3780226 0.816 0.544  6.314023e-06       1
## Gal3st1         1.582737e-10  0.4520799 0.498 0.268  6.315912e-06       1
## Spryd7          1.605511e-10  0.5345540 0.478 0.254  6.406791e-06       1
## Atp6ap11        1.606602e-10  0.3675173 0.898 0.627  6.411143e-06       1
## Micu31          1.627940e-10  0.7821845 0.412 0.212  6.496294e-06       1
## Hint31          1.650571e-10  0.3914784 0.747 0.471  6.586602e-06       1
## Cep112          1.678528e-10  1.7882890 0.106 0.024  6.698165e-06       1
## Polb            1.700649e-10  0.5933454 0.527 0.287  6.786440e-06       1
## Rbm43           1.711865e-10  1.4199901 0.188 0.066  6.831196e-06       1
## Syt14           1.739999e-10  0.4992221 0.453 0.229  6.943467e-06       1
## Gnb21           1.778156e-10  0.3024739 0.992 0.846  7.095732e-06       1
## Eef1akmt2       1.795826e-10  0.6111655 0.400 0.201  7.166245e-06       1
## Meiob           1.813927e-10  2.7275393 0.041 0.002  7.238475e-06       1
## Cnst            1.850659e-10  0.3371284 0.498 0.250  7.385055e-06       1
## Tmem276         1.906614e-10  0.5296628 0.404 0.199  7.608343e-06       1
## Nudt10          1.915375e-10  0.8966237 0.273 0.116  7.643305e-06       1
## Polr2c          1.931692e-10  0.4671765 0.690 0.435  7.708416e-06       1
## Trappc2b        1.949481e-10  0.3425968 0.698 0.420  7.779402e-06       1
## Jtb             1.957355e-10  0.3770129 0.796 0.526  7.810824e-06       1
## Sar1a1          1.981327e-10  0.3502313 0.837 0.564  7.906484e-06       1
## Suclg1          1.998239e-10  0.1850867 0.951 0.665  7.973974e-06       1
## A930038B10Rik1  2.042249e-10  1.2556744 0.155 0.046  8.149594e-06       1
## Myl12a          2.047116e-10  0.3079692 0.767 0.468  8.169016e-06       1
## Itfg11          2.078099e-10  0.3638311 0.808 0.552  8.292655e-06       1
## Nbas1           2.101637e-10  0.3209280 0.796 0.525  8.386584e-06       1
## Man2a2          2.144526e-10  0.4768077 0.416 0.201  8.557730e-06       1
## Gpr85           2.185673e-10  1.4854032 0.139 0.039  8.721928e-06       1
## Rex1bd1         2.278858e-10  0.4162021 0.841 0.552  9.093781e-06       1
## Rin31           2.343254e-10  0.5407090 0.343 0.150  9.350754e-06       1
## Krt1            2.370471e-10  4.3213509 0.037 0.001  9.459363e-06       1
## Ninj1           2.407932e-10  0.4483986 0.637 0.375  9.608854e-06       1
## Dll41           2.432178e-10  0.3860422 0.502 0.269  9.705607e-06       1
## Gm47095         2.434111e-10  4.0866414 0.037 0.001  9.713319e-06       1
## Tenm2           2.499419e-10  2.9916761 0.037 0.001  9.973930e-06       1
## R3hdm2          2.513830e-10  0.3043125 0.882 0.600  1.003144e-05       1
## Fdx1            2.543462e-10  0.3619782 0.502 0.268  1.014969e-05       1
## Etv4            2.570590e-10  1.1482523 0.180 0.060  1.025794e-05       1
## Thap3           2.624301e-10  0.5537422 0.510 0.272  1.047227e-05       1
## Rufy2           2.672643e-10  0.3840619 0.486 0.252  1.066518e-05       1
## Ldlrad4         2.685805e-10  0.2920433 0.559 0.307  1.071770e-05       1
## Sumf2           2.818785e-10  1.1584293 0.196 0.069  1.124836e-05       1
## Cadps1          2.870150e-10  0.2773093 0.939 0.668  1.145333e-05       1
## Lyl1            2.874935e-10  2.0839782 0.135 0.038  1.147243e-05       1
## Gm13594         2.916610e-10  1.7136023 0.114 0.028  1.163873e-05       1
## Septin10        2.982011e-10  0.6802012 0.347 0.164  1.189971e-05       1
## Ppp2ca1         2.997680e-10  0.3338112 0.939 0.660  1.196224e-05       1
## Smim8           3.018686e-10  0.5205684 0.559 0.323  1.204607e-05       1
## Nkiras2         3.073794e-10  0.3891120 0.608 0.368  1.226597e-05       1
## Cby1            3.078198e-10  0.8190935 0.327 0.152  1.228355e-05       1
## Snrnp271        3.109401e-10  0.4544280 0.743 0.461  1.240807e-05       1
## Agpat5          3.171976e-10  0.5225488 0.563 0.326  1.265777e-05       1
## Ebna1bp2        3.174147e-10  0.3894632 0.682 0.388  1.266643e-05       1
## Aph1b           3.182201e-10  1.0795129 0.229 0.088  1.269857e-05       1
## H1f10           3.213904e-10  0.5999772 0.637 0.391  1.282508e-05       1
## Sgms1os1        3.240470e-10  0.8856677 0.302 0.134  1.293109e-05       1
## Ndufb3          3.248447e-10  0.2279512 0.955 0.681  1.296293e-05       1
## Gabarapl1       3.257671e-10  0.4179620 0.551 0.307  1.299974e-05       1
## Idi11           3.260932e-10  0.3014075 0.657 0.385  1.301275e-05       1
## Card191         3.265094e-10  0.3564105 0.808 0.531  1.302936e-05       1
## Atp5mg1         3.296404e-10  0.2452655 1.000 0.840  1.315430e-05       1
## Cd22            3.303396e-10  1.5916312 0.110 0.026  1.318220e-05       1
## Bola21          3.311270e-10  0.4456007 0.755 0.490  1.321362e-05       1
## Sar1b1          3.331751e-10  0.3128232 0.898 0.614  1.329535e-05       1
## Eef2kmt         3.446598e-10  0.4605658 0.494 0.269  1.375365e-05       1
## Magoh           3.468942e-10  0.4208756 0.718 0.428  1.384281e-05       1
## Siah21          3.558579e-10  0.3660096 0.580 0.328  1.420051e-05       1
## Galnt31         3.580927e-10  0.3961862 0.665 0.411  1.428969e-05       1
## Aldh6a1         3.641244e-10  0.7237804 0.347 0.166  1.453038e-05       1
## Sacs            3.676568e-10  1.7071690 0.090 0.017  1.467135e-05       1
## Ss18l2          3.847034e-10  0.5205972 0.596 0.352  1.535159e-05       1
## Bloc1s2         3.855880e-10  0.3986512 0.616 0.342  1.538689e-05       1
## Psph            3.869777e-10  1.0829937 0.269 0.117  1.544234e-05       1
## Txndc121        3.876789e-10  0.6750584 0.547 0.312  1.547032e-05       1
## Atp9a1          3.904364e-10  0.3723116 0.894 0.666  1.558036e-05       1
## Mycbp2          4.259924e-10  0.2660344 0.857 0.603  1.699923e-05       1
## Actr101         4.282236e-10  0.5109977 0.796 0.558  1.708826e-05       1
## Coq2            4.335555e-10  0.4304434 0.641 0.392  1.730103e-05       1
## Macrod2         4.600371e-10  1.2762927 0.171 0.057  1.835778e-05       1
## Adcy2           4.693321e-10  0.1996281 0.673 0.380  1.872870e-05       1
## Wdr6            4.740821e-10  0.5017248 0.616 0.366  1.891825e-05       1
## Pcyox1l1        4.759443e-10  0.5661057 0.449 0.233  1.899256e-05       1
## Fam8a1          4.795204e-10  0.3483952 0.649 0.399  1.913526e-05       1
## Arl21           4.816757e-10  0.5140030 0.690 0.444  1.922127e-05       1
## Gm40922         4.879419e-10  2.3677349 0.073 0.012  1.947132e-05       1
## Wdr83           4.907451e-10  0.6324188 0.416 0.217  1.958318e-05       1
## 2410006H16Rik   4.955131e-10  0.1007200 0.755 0.449  1.977345e-05       1
## Ttc331          4.960022e-10  0.4956320 0.620 0.379  1.979297e-05       1
## H2az2           5.081945e-10  0.1029780 0.914 0.616  2.027950e-05       1
## Vgll4           5.091470e-10  0.1467012 0.449 0.222  2.031751e-05       1
## Gm34147         5.100859e-10  2.3226825 0.069 0.010  2.035498e-05       1
## Tyw1            5.126579e-10  0.5567164 0.351 0.169  2.045762e-05       1
## Pcsk11          5.299486e-10  0.3117848 0.996 0.846  2.114760e-05       1
## Spg71           5.352777e-10  0.4002144 0.759 0.512  2.136026e-05       1
## Gm20208         5.407058e-10  2.2422747 0.065 0.009  2.157686e-05       1
## F11r1           5.425445e-10  0.3503939 0.735 0.457  2.165024e-05       1
## Tmem161a        5.566879e-10  0.4960223 0.502 0.277  2.221463e-05       1
## Zmat21          5.621300e-10  0.3528489 0.861 0.572  2.243180e-05       1
## 9030622O22Rik1  5.656072e-10  1.0532330 0.176 0.059  2.257055e-05       1
## Cutal1          5.721020e-10  0.5466858 0.392 0.188  2.282973e-05       1
## Zhx11           5.724807e-10  0.4665524 0.588 0.347  2.284484e-05       1
## Ralgps1         5.811457e-10  0.5973575 0.229 0.089  2.319062e-05       1
## Auh             5.833884e-10  0.4538808 0.665 0.398  2.328011e-05       1
## F21             5.869386e-10  0.3053268 0.588 0.312  2.342179e-05       1
## Akr1c121        5.878984e-10  0.2878652 0.902 0.622  2.346009e-05       1
## Timmdc1         5.964144e-10  0.3519553 0.457 0.246  2.379992e-05       1
## Utp3            6.005787e-10  0.4314419 0.629 0.361  2.396609e-05       1
## Mrps24          6.008765e-10  0.2466080 0.898 0.609  2.397798e-05       1
## 2310015A10Rik   6.024794e-10  1.1742426 0.180 0.061  2.404194e-05       1
## D730003I15Rik   6.194225e-10  0.6694356 0.302 0.136  2.471805e-05       1
## Synrg1          6.251134e-10  0.3311110 0.845 0.586  2.494515e-05       1
## Cdk2ap11        6.411606e-10  0.3208092 0.865 0.561  2.558551e-05       1
## Il11ra1         6.421485e-10  0.8101261 0.380 0.192  2.562493e-05       1
## Foxo4           6.692434e-10  0.7893129 0.355 0.177  2.670616e-05       1
## Psmb51          6.769486e-10  0.3313752 0.935 0.687  2.701364e-05       1
## Unkl            6.827373e-10  0.8274352 0.192 0.068  2.724463e-05       1
## Pja21           6.867218e-10  0.3614045 0.841 0.583  2.740364e-05       1
## Luc7l2          6.946831e-10  0.1910211 0.992 0.862  2.772133e-05       1
## Gm41516         7.020805e-10  2.6209527 0.053 0.006  2.801652e-05       1
## Dnajc21         7.052829e-10  0.4263568 0.690 0.399  2.814431e-05       1
## Gm30173         7.088922e-10  3.4647057 0.045 0.003  2.828834e-05       1
## Gpd1l           7.394017e-10  0.5511925 0.302 0.136  2.950582e-05       1
## Ypel5           7.504468e-10  0.3579607 0.539 0.294  2.994658e-05       1
## Smpd31          7.631720e-10  0.3283817 0.947 0.739  3.045438e-05       1
## 1700110K17Rik   7.663621e-10  1.6160242 0.143 0.043  3.058168e-05       1
## Gorasp21        7.851665e-10  0.2274899 0.767 0.479  3.133207e-05       1
## Plpp5           7.889990e-10  0.4054503 0.551 0.315  3.148500e-05       1
## Ammecr1         7.890702e-10  0.7654546 0.376 0.194  3.148784e-05       1
## Dnajb141        7.908966e-10  0.4572716 0.620 0.374  3.156073e-05       1
## Tmem30a1        8.042878e-10  0.3808076 0.935 0.725  3.209510e-05       1
## Rab13           8.137287e-10  0.8091421 0.322 0.152  3.247185e-05       1
## Fam3c1          8.205804e-10  0.2956409 0.657 0.400  3.274526e-05       1
## Hsbp1l1         8.353302e-10  0.7300601 0.335 0.157  3.333385e-05       1
## Chmp1b2         8.427649e-10  0.5546826 0.518 0.294  3.363053e-05       1
## Galnt14         8.477484e-10  0.2622494 0.894 0.596  3.382940e-05       1
## Gm51438         8.571332e-10  0.6940750 0.237 0.094  3.420390e-05       1
## Vma211          8.610605e-10  0.4026618 0.608 0.356  3.436062e-05       1
## Eri3            8.671851e-10  0.3467944 0.612 0.365  3.460502e-05       1
## Gstm71          8.859821e-10  0.6560419 0.416 0.215  3.535511e-05       1
## Cebpg1          8.907972e-10  0.3838903 0.820 0.578  3.554726e-05       1
## Dtna1           8.985601e-10  1.5639873 0.106 0.025  3.585704e-05       1
## Dnase2a         9.024734e-10  1.3485713 0.114 0.029  3.601320e-05       1
## Oas1a           9.032547e-10  1.0882326 0.176 0.061  3.604438e-05       1
## Usp291          9.299346e-10  0.3792069 0.437 0.222  3.710904e-05       1
## Adal            9.327409e-10  0.8348268 0.253 0.107  3.722103e-05       1
## Neu2            9.353898e-10  3.2717755 0.057 0.007  3.732673e-05       1
## Glg11           9.439237e-10  0.3226506 0.951 0.732  3.766727e-05       1
## Pdia6           9.478215e-10  0.3307273 0.914 0.655  3.782282e-05       1
## Btbd11          9.581574e-10  0.3958508 0.771 0.497  3.823527e-05       1
## Cdc23           9.588924e-10  0.6490970 0.396 0.203  3.826460e-05       1
## Rsu1            9.606152e-10  1.1075657 0.253 0.110  3.833335e-05       1
## Cib2            9.704421e-10  0.8899682 0.220 0.085  3.872549e-05       1
## Pold2           9.734940e-10  0.4603906 0.453 0.238  3.884728e-05       1
## Slc66a21        9.838135e-10  0.4823443 0.433 0.222  3.925908e-05       1
## Ube2l6          9.993866e-10  0.7367800 0.351 0.171  3.988052e-05       1
## Pank31          1.004627e-09  0.3589641 0.841 0.578  4.008964e-05       1
## Mrpl12          1.015097e-09  0.4268553 0.690 0.414  4.050746e-05       1
## Fgf9            1.039654e-09  1.0600988 0.163 0.054  4.148739e-05       1
## Edem2           1.047110e-09  0.3432218 0.653 0.391  4.178494e-05       1
## Pfdn2           1.055989e-09  0.3929707 0.841 0.570  4.213922e-05       1
## Hps1            1.070998e-09  0.7108863 0.273 0.122  4.273818e-05       1
## Dynlt2b         1.080433e-09  0.7973710 0.351 0.177  4.311468e-05       1
## Sms1            1.084417e-09  0.3879869 0.759 0.502  4.327366e-05       1
## Gab1            1.087769e-09  0.6303987 0.331 0.161  4.340744e-05       1
## Nin             1.088697e-09  0.2528326 0.527 0.278  4.344446e-05       1
## Adprh1          1.090326e-09  0.4863875 0.506 0.286  4.350946e-05       1
## Bad             1.094057e-09  0.4579702 0.800 0.512  4.365835e-05       1
## Zfp444          1.128884e-09  0.5004489 0.445 0.239  4.504810e-05       1
## Sub11           1.128915e-09  0.3042034 0.943 0.651  4.504935e-05       1
## Rab3ip          1.159064e-09  0.5123275 0.673 0.422  4.625244e-05       1
## Sowahc1         1.160973e-09  0.2942281 0.759 0.481  4.632861e-05       1
## Mea11           1.162503e-09  0.5318776 0.641 0.386  4.638970e-05       1
## Surf1           1.174673e-09  0.5865339 0.514 0.290  4.687533e-05       1
## Atp5me1         1.180285e-09  0.1684859 0.996 0.818  4.709928e-05       1
## Fsd1l1          1.190345e-09  0.2100813 0.951 0.699  4.750071e-05       1
## A030001D20Rik   1.227696e-09  2.1209163 0.073 0.013  4.899122e-05       1
## B230354K17Rik   1.240390e-09  0.6521840 0.331 0.159  4.949776e-05       1
## Cyp4v31         1.300735e-09  0.1085644 0.853 0.556  5.190583e-05       1
## Med7            1.301901e-09  0.5238508 0.424 0.215  5.195235e-05       1
## 2010320M18Rik   1.313968e-09  0.5536531 0.380 0.189  5.243391e-05       1
## Asphd1          1.323453e-09  0.7921537 0.216 0.082  5.281240e-05       1
## Samd9l          1.326014e-09  0.2288889 0.731 0.457  5.291460e-05       1
## Gm46120         1.334940e-09  2.0172830 0.057 0.007  5.327080e-05       1
## Igsf231         1.369256e-09  0.2532393 0.792 0.505  5.464016e-05       1
## Tm2d21          1.369355e-09  0.3671660 0.792 0.509  5.464413e-05       1
## Nudt13          1.372860e-09  0.3434265 0.457 0.244  5.478396e-05       1
## Trp53i13        1.397013e-09  0.3693408 0.567 0.312  5.574782e-05       1
## D330023K18Rik   1.409716e-09  0.9073378 0.253 0.108  5.625472e-05       1
## Psma31          1.416179e-09  0.3138548 0.967 0.720  5.651264e-05       1
## Tmem108         1.423682e-09  0.8145806 0.220 0.086  5.681201e-05       1
## Gramd1a         1.434202e-09  0.5293599 0.290 0.133  5.723182e-05       1
## Limch1          1.440656e-09  0.7591709 0.233 0.094  5.748938e-05       1
## Got1            1.449814e-09  0.2866329 0.363 0.175  5.785481e-05       1
## Arb2a1          1.452489e-09  0.2670399 0.812 0.531  5.796159e-05       1
## Gm39271         1.466349e-09  2.4178224 0.065 0.010  5.851466e-05       1
## Fam3a           1.466771e-09  0.4234183 0.478 0.259  5.853150e-05       1
## Rtl61           1.491307e-09  0.5367544 0.339 0.156  5.951061e-05       1
## Echdc2          1.522528e-09  0.4795863 0.396 0.208  6.075649e-05       1
## Eci1            1.551025e-09  0.3583990 0.739 0.470  6.189364e-05       1
## Smyd2           1.551627e-09  0.2409747 0.551 0.298  6.191768e-05       1
## Smu1            1.558089e-09  0.4217205 0.608 0.358  6.217556e-05       1
## Xylt1           1.561331e-09  1.9945766 0.073 0.013  6.230491e-05       1
## Vps251          1.582244e-09  0.3546700 0.759 0.494  6.313945e-05       1
## Ubac1           1.591862e-09  0.4510813 0.445 0.242  6.352324e-05       1
## Cops8           1.618063e-09  0.3204283 0.547 0.306  6.456882e-05       1
## Tceal1          1.643184e-09  0.7761613 0.278 0.119  6.557124e-05       1
## Psmb2           1.670667e-09  0.2319644 0.914 0.600  6.666795e-05       1
## Orai3           1.679788e-09  0.7303023 0.306 0.138  6.703195e-05       1
## Dis3l2          1.704958e-09  0.6185321 0.343 0.164  6.803633e-05       1
## Cul5            1.707928e-09  0.4124193 0.649 0.393  6.815486e-05       1
## Pafah1b3        1.712243e-09  0.2676664 0.722 0.437  6.832706e-05       1
## Rad21l          1.726961e-09  2.7060905 0.041 0.003  6.891437e-05       1
## H4c4            1.732742e-09  0.2183866 0.645 0.386  6.914506e-05       1
## Smim26          1.748160e-09  0.4884184 0.657 0.421  6.976031e-05       1
## Sorbs2          1.824853e-09  0.1257421 0.543 0.298  7.282077e-05       1
## Enpp5           1.840988e-09  0.5666764 0.412 0.209  7.346463e-05       1
## Znrd21          1.842240e-09  0.5165657 0.473 0.256  7.351460e-05       1
## Atp6v1c11       1.847798e-09  0.4182354 0.755 0.498  7.373637e-05       1
## Bet1l           1.872202e-09  0.4406041 0.722 0.465  7.471023e-05       1
## Rab211          1.888645e-09  0.4416908 0.678 0.432  7.536636e-05       1
## Mfsd10          1.905088e-09  0.9381469 0.290 0.136  7.602255e-05       1
## Kif3a           1.905831e-09  0.4270452 0.482 0.266  7.605217e-05       1
## Efhd21          1.910767e-09  0.2871905 0.959 0.672  7.624915e-05       1
## Alyref2         1.910975e-09  0.8588022 0.273 0.122  7.625747e-05       1
## Zfp26           1.925225e-09  0.4033023 0.490 0.270  7.682611e-05       1
## Pdia4           1.941126e-09  0.3392258 0.820 0.534  7.746064e-05       1
## Pigbos1         1.964066e-09  0.4235961 0.735 0.439  7.837605e-05       1
## Slc17a5         2.006393e-09  0.2658723 0.702 0.437  8.006513e-05       1
## Arhgap11        2.044339e-09  0.3535020 0.669 0.405  8.157936e-05       1
## Ablim11         2.080672e-09  0.3093645 0.865 0.607  8.302921e-05       1
## Mtg1            2.081097e-09  1.0273683 0.220 0.090  8.304618e-05       1
## Bcl10           2.084878e-09  0.3647242 0.645 0.398  8.319707e-05       1
## Rnh11           2.097033e-09  0.3238720 0.882 0.613  8.368211e-05       1
## Nfe2l21         2.103020e-09  0.3240378 0.857 0.634  8.392103e-05       1
## Miga1           2.131977e-09  0.4179492 0.371 0.187  8.507653e-05       1
## Degs1           2.136589e-09  0.7570398 0.400 0.215  8.526057e-05       1
## Ndufv2          2.142999e-09  0.1755502 0.935 0.632  8.551639e-05       1
## Fam120aos1      2.190811e-09  0.3924729 0.608 0.356  8.742433e-05       1
## Trappc2         2.228984e-09  0.7156882 0.310 0.143  8.894759e-05       1
## Serinc3         2.270148e-09  0.1945383 0.914 0.646  9.059025e-05       1
## Cflar           2.282052e-09  0.3097785 0.763 0.490  9.106529e-05       1
## Faap20          2.339988e-09  0.4888186 0.576 0.330  9.337721e-05       1
## Os91            2.346482e-09  0.2563216 0.971 0.772  9.363637e-05       1
## Commd61         2.355496e-09  0.3720295 0.804 0.531  9.399606e-05       1
## Qtrt1           2.378414e-09  0.6707635 0.331 0.159  9.491060e-05       1
## Letmd1          2.398004e-09  0.8792593 0.339 0.166  9.569235e-05       1
## Rtl8a           2.477226e-09  1.0260410 0.176 0.061  9.885371e-05       1
## Calm11          2.505080e-09  0.1773211 1.000 0.951  9.996521e-05       1
## Gm44066         2.507779e-09  1.5763922 0.122 0.035  1.000729e-04       1
## Atp1b3          2.538530e-09  0.4431311 0.653 0.400  1.013000e-04       1
## Nedd41          2.575007e-09  0.2900647 0.980 0.802  1.027556e-04       1
## Spa17           2.628019e-09  0.5870493 0.400 0.208  1.048711e-04       1
## Scrn1           2.678932e-09  0.4211682 0.645 0.389  1.069028e-04       1
## Rhobtb3         2.687857e-09  0.3761655 0.367 0.184  1.072589e-04       1
## Vegfb           2.694193e-09  0.4799516 0.388 0.196  1.075118e-04       1
## Amotl1          2.794922e-09  1.7299522 0.102 0.025  1.115314e-04       1
## Lman1           2.870598e-09  0.4555265 0.771 0.510  1.145512e-04       1
## Zfpl1           2.889543e-09  0.4660088 0.518 0.290  1.153072e-04       1
## Ift27           2.916051e-09  0.6183737 0.400 0.203  1.163650e-04       1
## Dnaja41         2.918006e-09  0.3440695 0.894 0.639  1.164430e-04       1
## Lrba            2.924394e-09  0.2507734 0.841 0.562  1.166980e-04       1
## Plekhj1         2.953971e-09  0.3230962 0.747 0.471  1.178782e-04       1
## Tapbpl          2.954771e-09  0.6198160 0.522 0.317  1.179101e-04       1
## Irf1            2.959854e-09  0.2320460 0.820 0.551  1.181130e-04       1
## Sf3b5           3.046496e-09  0.1406581 0.759 0.450  1.215704e-04       1
## Ppp1ca1         3.054838e-09  0.2797577 0.992 0.766  1.219033e-04       1
## Carlr           3.065985e-09  4.2179572 0.024 0.000  1.223481e-04       1
## Halr1           3.065985e-09  4.4555403 0.024 0.000  1.223481e-04       1
## Atp8b3          3.065985e-09  4.4128660 0.024 0.000  1.223481e-04       1
## Gm42060         3.065985e-09  4.2591057 0.024 0.000  1.223481e-04       1
## Gm32144         3.065985e-09  4.4284801 0.024 0.000  1.223481e-04       1
## Igsf8           3.068820e-09  0.4302547 0.498 0.279  1.224613e-04       1
## Ptpn9           3.101455e-09  0.4431506 0.547 0.314  1.237636e-04       1
## Smagp1          3.102585e-09  0.3694962 0.661 0.402  1.238087e-04       1
## Slc25a11        3.113706e-09  0.3889871 0.808 0.518  1.242525e-04       1
## Slc39a10        3.182411e-09  0.5447020 0.294 0.135  1.269941e-04       1
## Atp8b2          3.227930e-09  1.1105257 0.143 0.045  1.288105e-04       1
## Sdf21           3.230694e-09  0.3180509 0.739 0.479  1.289208e-04       1
## Tpd52l1         3.233446e-09  0.7958529 0.351 0.173  1.290307e-04       1
## Iscu            3.275027e-09  0.2025738 0.751 0.486  1.306900e-04       1
## Pdia31          3.280975e-09  0.2434082 0.996 0.850  1.309273e-04       1
## Zfp882          3.305432e-09  0.7524424 0.216 0.084  1.319033e-04       1
## Gm34552         3.471827e-09  1.0189200 0.139 0.043  1.385433e-04       1
## Fbxo3           3.500568e-09  0.2845343 0.771 0.498  1.396902e-04       1
## Rtn31           3.502212e-09  0.3039029 0.963 0.741  1.397558e-04       1
## Lyrm2           3.518448e-09  0.3570807 0.633 0.381  1.404037e-04       1
## Cdkn2d          3.520935e-09  0.5788708 0.445 0.236  1.405029e-04       1
## Hacd31          3.580337e-09  0.3367883 0.722 0.468  1.428733e-04       1
## Tifa            3.601625e-09  0.3536380 0.449 0.238  1.437228e-04       1
## Psme2           3.635418e-09  0.1591450 0.943 0.694  1.450713e-04       1
## Zfand1          3.723739e-09  0.6837167 0.388 0.203  1.485958e-04       1
## Slc43a21        3.845665e-09  0.1343072 0.861 0.554  1.534613e-04       1
## Srsf91          3.978423e-09  0.4118108 0.792 0.521  1.587590e-04       1
## Mat2b           4.004882e-09  0.4089888 0.714 0.460  1.598148e-04       1
## Rab6b1          4.021128e-09  0.6003188 0.396 0.203  1.604631e-04       1
## Mrpl22          4.033775e-09  0.4127124 0.498 0.270  1.609678e-04       1
## Slc39a61        4.073410e-09  0.4975526 0.437 0.233  1.625494e-04       1
## Snx21           4.133542e-09  0.9315412 0.261 0.116  1.649490e-04       1
## Irgm1           4.182026e-09  0.9847456 0.261 0.119  1.668837e-04       1
## Rtn4rl11        4.216400e-09  0.7117357 0.457 0.253  1.682554e-04       1
## Lca5            4.271108e-09  1.1686127 0.135 0.041  1.704386e-04       1
## Med31           4.302060e-09  0.6974470 0.441 0.242  1.716737e-04       1
## Patz1           4.353453e-09  0.6950672 0.347 0.168  1.737246e-04       1
## Taf101          4.417339e-09  0.2440910 0.963 0.694  1.762739e-04       1
## Gm15520         4.451704e-09  3.9958185 0.033 0.001  1.776453e-04       1
## Gm6329          4.509728e-09  2.3787149 0.061 0.009  1.799607e-04       1
## Nt5c3b          4.558780e-09  0.4382226 0.269 0.120  1.819181e-04       1
## Chrac1          4.605329e-09  0.4693934 0.624 0.374  1.837757e-04       1
## Rapgef3os2      4.657383e-09  3.3528272 0.033 0.001  1.858529e-04       1
## Tstd3           4.692483e-09  0.5920687 0.269 0.122  1.872535e-04       1
## Chmp51          4.692589e-09  0.2392525 0.951 0.714  1.872578e-04       1
## Spty2d1         4.789159e-09  0.3630246 0.555 0.328  1.911114e-04       1
## Stat5b          4.815980e-09  0.5891665 0.384 0.199  1.921817e-04       1
## Apbb11          4.825549e-09  0.4179624 0.465 0.249  1.925635e-04       1
## Mrps121         4.830008e-09  0.3415828 0.820 0.522  1.927415e-04       1
## Arpc21          4.957695e-09  0.2414824 0.996 0.867  1.978368e-04       1
## Maml3           5.028156e-09  0.3120717 0.763 0.506  2.006486e-04       1
## Gm33055         5.037112e-09  4.4325139 0.029 0.001  2.010059e-04       1
## Vps36           5.045369e-09  0.4131721 0.714 0.451  2.013354e-04       1
## Tmem151a        5.163916e-09  0.4089289 0.388 0.189  2.060661e-04       1
## Arl15           5.234564e-09  0.6361377 0.253 0.110  2.088853e-04       1
## Pacs1           5.245853e-09  0.7105236 0.212 0.084  2.093358e-04       1
## Ank3            5.250742e-09  0.1047187 0.931 0.713  2.095309e-04       1
## Herpud2         5.390313e-09  0.4277518 0.808 0.512  2.151004e-04       1
## Txnl1           5.426895e-09  0.2851114 0.865 0.586  2.165602e-04       1
## Surf4           5.463012e-09  0.3014084 0.943 0.697  2.180015e-04       1
## Anp32b1         5.474742e-09  0.1960776 0.988 0.775  2.184696e-04       1
## Kctd13          5.491259e-09  0.6293194 0.318 0.149  2.191287e-04       1
## Cds2            5.521350e-09  0.2422363 0.686 0.425  2.203295e-04       1
## 2810001G20Rik   5.555513e-09  0.7711742 0.286 0.132  2.216927e-04       1
## Dnmt3b          5.618152e-09  0.9803817 0.176 0.062  2.241924e-04       1
## Furin           5.619096e-09  0.4118837 0.665 0.412  2.242300e-04       1
## Naa38           5.649481e-09  0.3737696 0.673 0.422  2.254425e-04       1
## 2410022M11Rik   5.713093e-09  1.0117652 0.176 0.063  2.279810e-04       1
## 4921524J17Rik   5.724436e-09  0.6457892 0.547 0.328  2.284336e-04       1
## Mtch11          5.728449e-09  0.2443394 0.988 0.832  2.285938e-04       1
## Tmem267         5.769509e-09  1.0353373 0.192 0.073  2.302323e-04       1
## Iyd1            5.865172e-09  0.2307603 0.584 0.330  2.340497e-04       1
## Hnrnph3         5.884368e-09  0.2707033 0.661 0.397  2.348157e-04       1
## A930005H10Rik   5.914125e-09  0.8397021 0.282 0.133  2.360032e-04       1
## Slc25a23        6.005853e-09  1.0204665 0.216 0.088  2.396636e-04       1
## Ifit3           6.014931e-09  1.3580951 0.114 0.031  2.400258e-04       1
## Gm54326         6.025417e-09  0.4321283 0.510 0.290  2.404443e-04       1
## Ak1             6.072737e-09  1.0719658 0.163 0.055  2.423326e-04       1
## Etfb1           6.107113e-09  0.2271467 0.943 0.711  2.437043e-04       1
## Vcf11           6.169416e-09  0.3088125 0.906 0.648  2.461905e-04       1
## Sec22a1         6.205188e-09  0.4711183 0.449 0.247  2.476180e-04       1
## Eny2            6.219479e-09  0.2882259 0.878 0.600  2.481883e-04       1
## Cul4a           6.325923e-09  0.2897561 0.563 0.329  2.524360e-04       1
## Triap1          6.345726e-09  0.5130271 0.571 0.329  2.532262e-04       1
## Txndc91         6.434179e-09  0.4364436 0.796 0.526  2.567559e-04       1
## Snrpb           6.528929e-09  0.1755978 0.890 0.595  2.605369e-04       1
## 1500026H17Rik   6.604024e-09  1.0211239 0.245 0.106  2.635336e-04       1
## Tspan311        6.636845e-09  0.2453917 0.865 0.604  2.648433e-04       1
## Uckl1           6.693119e-09  0.5012245 0.539 0.319  2.670889e-04       1
## Ywhab1          6.707255e-09  0.2521909 0.988 0.825  2.676530e-04       1
## Slc30a7         6.794903e-09  0.4050212 0.637 0.398  2.711506e-04       1
## Rpl34-ps1       6.925811e-09  0.2436145 0.612 0.348  2.763745e-04       1
## Srp91           6.995804e-09  0.2564220 0.922 0.651  2.791675e-04       1
## Dnajc1          7.039110e-09  0.3942316 0.641 0.387  2.808957e-04       1
## Rnf142          7.081417e-09  0.3845600 0.714 0.463  2.825840e-04       1
## Rfx5            7.262427e-09  0.5248505 0.265 0.117  2.898071e-04       1
## Gm10642         7.314461e-09  1.3524495 0.127 0.037  2.918836e-04       1
## Hsd17b4         7.334786e-09  0.1186184 0.592 0.335  2.926946e-04       1
## Tnks21          7.457353e-09  0.2674792 0.890 0.674  2.975857e-04       1
## Cspg4b          7.465776e-09  2.8106909 0.049 0.006  2.979218e-04       1
## A930028N01Rik   7.495593e-09  1.0451909 0.192 0.073  2.991117e-04       1
## Kank3           7.505936e-09  1.9604878 0.078 0.015  2.995244e-04       1
## Mydgf1          7.585360e-09  0.3552739 0.906 0.634  3.026938e-04       1
## Amacr           7.611270e-09  0.7285379 0.318 0.157  3.037277e-04       1
## Tcta1           7.623268e-09  0.4431676 0.571 0.339  3.042065e-04       1
## Syt17           7.640282e-09  1.6892138 0.086 0.019  3.048854e-04       1
## Pkm1            7.718852e-09  0.1669404 1.000 0.915  3.080208e-04       1
## Slc39a13        7.949850e-09  0.6883835 0.286 0.131  3.172388e-04       1
## Eif1a           7.985046e-09  0.3280804 0.784 0.488  3.186433e-04       1
## Gm52284         8.356413e-09  2.4750126 0.049 0.006  3.334626e-04       1
## Lcmt1           8.383425e-09  0.6514446 0.424 0.228  3.345406e-04       1
## Miat            8.389628e-09  0.3398967 0.278 0.126  3.347881e-04       1
## Grk21           8.421702e-09  0.2380940 0.698 0.453  3.360680e-04       1
## Gsdma1          8.446941e-09  0.1763120 0.845 0.518  3.370752e-04       1
## Naa20           8.452704e-09  0.4270146 0.682 0.423  3.373052e-04       1
## Abcc1           8.482136e-09  0.4833133 0.396 0.212  3.384796e-04       1
## Ppp1r7          8.494164e-09  0.4772300 0.543 0.317  3.389596e-04       1
## Btbd10          8.538781e-09  0.4612233 0.384 0.196  3.407400e-04       1
## Chic2           8.750349e-09  0.4057521 0.682 0.431  3.491827e-04       1
## Tmem101         9.009263e-09  0.5171057 0.449 0.242  3.595146e-04       1
## Oma1            9.090002e-09  0.5414822 0.396 0.217  3.627365e-04       1
## Tpp11           9.135211e-09  0.2507625 0.657 0.400  3.645406e-04       1
## Copb21          9.139074e-09  0.2658184 0.955 0.707  3.646948e-04       1
## Zwint1          9.139387e-09  0.2555133 0.771 0.495  3.647072e-04       1
## Gm33989         9.214624e-09  0.2576809 0.555 0.319  3.677096e-04       1
## Angpt2          9.490696e-09  2.0228820 0.069 0.013  3.787262e-04       1
## Rnaseh2c        9.532904e-09  0.3482663 0.580 0.331  3.804105e-04       1
## Sergef          9.734194e-09  0.3818104 0.347 0.170  3.884430e-04       1
## Ptma1           9.776835e-09  0.1004655 1.000 0.937  3.901446e-04       1
## Adi11           9.998967e-09  0.2789432 0.747 0.469  3.990088e-04       1
## Naxe            1.000179e-08  0.4389393 0.629 0.393  3.991214e-04       1
## Nedd4l          1.004818e-08  0.3572315 0.678 0.417  4.009726e-04       1
## Irak1           1.007219e-08  0.2338151 0.735 0.495  4.019307e-04       1
## Map9            1.007930e-08  0.2212489 0.592 0.331  4.022145e-04       1
## Taf13           1.009731e-08  0.6861685 0.331 0.166  4.029332e-04       1
## Grik5           1.016950e-08  0.2675288 0.490 0.271  4.058139e-04       1
## Pea15a1         1.023656e-08  0.5396007 0.339 0.164  4.084899e-04       1
## Snrnp35         1.029846e-08  0.5940679 0.318 0.156  4.109599e-04       1
## Phf10           1.036181e-08  0.4957805 0.518 0.299  4.134880e-04       1
## Dtymk           1.039025e-08  0.1140237 0.433 0.222  4.146230e-04       1
## Drap11          1.093146e-08  0.2965968 0.922 0.684  4.362198e-04       1
## Ski             1.123985e-08  0.3020408 0.620 0.373  4.485264e-04       1
## Jph4            1.137408e-08  1.0129506 0.224 0.094  4.538826e-04       1
## Xkr4            1.162073e-08  1.2619033 0.098 0.024  4.637254e-04       1
## Nelfb           1.165371e-08  0.4724309 0.527 0.314  4.650413e-04       1
## Zfand6          1.172994e-08  0.2391692 0.927 0.665  4.680834e-04       1
## Nuak21          1.173589e-08  0.2761341 0.829 0.546  4.683207e-04       1
## Psmd121         1.208666e-08  0.2436106 0.853 0.585  4.823183e-04       1
## Rtcb            1.219273e-08  0.2981623 0.714 0.428  4.865508e-04       1
## Rpp38           1.236934e-08  0.6168192 0.306 0.150  4.935985e-04       1
## Snrpd3          1.268470e-08  0.1222290 0.804 0.496  5.061830e-04       1
## Hprt11          1.273712e-08  0.2868803 0.788 0.541  5.082749e-04       1
## Vamp4           1.287375e-08  0.2585351 0.604 0.349  5.137269e-04       1
## Echdc3          1.293675e-08  2.2207015 0.078 0.016  5.162409e-04       1
## Atxn2           1.308465e-08  0.3285415 0.641 0.398  5.221429e-04       1
## Yipf31          1.321587e-08  0.3259832 0.861 0.604  5.273795e-04       1
## Gm38563         1.330123e-08  1.9356780 0.078 0.016  5.307856e-04       1
## Cep19           1.349129e-08  0.3618455 0.453 0.254  5.383700e-04       1
## Eef2            1.364065e-08  0.1961882 0.996 0.918  5.443303e-04       1
## Gm4013          1.365730e-08  0.8379687 0.408 0.228  5.449944e-04       1
## Tmem179b        1.366058e-08  0.2863236 0.563 0.337  5.451254e-04       1
## Usp14           1.378086e-08  0.1999463 0.678 0.400  5.499251e-04       1
## Rab42           1.384762e-08  1.6602404 0.057 0.008  5.525894e-04       1
## Phpt11          1.405658e-08  0.3313970 0.714 0.423  5.609280e-04       1
## Fam149a1        1.410715e-08  0.6456541 0.290 0.133  5.629457e-04       1
## Nectin2         1.452859e-08  0.3349267 0.665 0.410  5.797635e-04       1
## Klhl7           1.467487e-08  0.6334124 0.624 0.369  5.856009e-04       1
## Trim27          1.472416e-08  0.5058675 0.494 0.283  5.875677e-04       1
## Ccdc136         1.481395e-08  0.5611632 0.188 0.070  5.911508e-04       1
## Cd83            1.486942e-08  1.2873053 0.159 0.058  5.933640e-04       1
## Zfp974          1.493592e-08  0.5679613 0.245 0.105  5.960179e-04       1
## Cct8            1.498132e-08  0.2827218 0.935 0.679  5.978295e-04       1
## Ndufb61         1.503921e-08  0.2330719 0.878 0.595  6.001395e-04       1
## Ccdc88a         1.518882e-08  0.4419336 0.269 0.122  6.061099e-04       1
## Fchsd2          1.542164e-08  0.3041529 0.576 0.344  6.154006e-04       1
## Eef1a2          1.544657e-08  1.2792379 0.061 0.010  6.163954e-04       1
## Anapc10         1.556417e-08  0.6653522 0.351 0.179  6.210883e-04       1
## Mrpl34          1.560410e-08  0.2144762 0.853 0.559  6.226818e-04       1
## Spon2           1.561818e-08  1.3819744 0.061 0.010  6.232436e-04       1
## Cand11          1.565224e-08  0.2777290 0.714 0.471  6.246028e-04       1
## B4galt2         1.580372e-08  2.2972244 0.078 0.016  6.306476e-04       1
## Gm52310         1.580372e-08  1.8098361 0.078 0.016  6.306476e-04       1
## Map1lc3a1       1.581070e-08  0.2606605 0.804 0.540  6.309261e-04       1
## Pik3c2a         1.601075e-08  0.3331178 0.727 0.502  6.389090e-04       1
## Ufm11           1.606820e-08  0.3675433 0.845 0.593  6.412013e-04       1
## Diaph3          1.621681e-08  0.5675566 0.216 0.091  6.471316e-04       1
## Enpp41          1.632954e-08  0.5266172 0.396 0.210  6.516301e-04       1
## M6pr            1.633669e-08  0.3997373 0.755 0.497  6.519157e-04       1
## Cenpp           1.640005e-08  0.1787666 0.220 0.094  6.544441e-04       1
## Ptger3          1.667021e-08  0.5456760 0.167 0.059  6.652248e-04       1
## Nmt2            1.667711e-08  0.2706825 0.629 0.375  6.654999e-04       1
## Loricrin        1.669495e-08  1.1075801 0.139 0.045  6.662122e-04       1
## Trim3           1.676339e-08  0.4242337 0.314 0.148  6.689431e-04       1
## Lasp1           1.685882e-08  0.1519733 0.918 0.632  6.727514e-04       1
## Trappc5         1.688913e-08  0.2953265 0.665 0.403  6.739609e-04       1
## Psmd81          1.724605e-08  0.3286274 0.914 0.637  6.882035e-04       1
## Bhlhb9          1.752454e-08  0.4765739 0.327 0.160  6.993167e-04       1
## Gm26782         1.784459e-08  0.3407620 0.465 0.256  7.120883e-04       1
## Gnb51           1.799325e-08  0.4876857 0.404 0.211  7.180207e-04       1
## Ccs             1.819783e-08  0.4181476 0.547 0.317  7.261844e-04       1
## Rpl27           1.831836e-08  0.1093366 1.000 0.862  7.309943e-04       1
## Snx14           1.835819e-08  0.4574206 0.522 0.309  7.325836e-04       1
## Zfp580          1.838045e-08  1.3482008 0.143 0.048  7.334718e-04       1
## Eef1d           1.841731e-08  0.1796083 0.959 0.678  7.349429e-04       1
## Wbp12           1.872008e-08  0.2888530 0.673 0.421  7.470250e-04       1
## Pik3ip1         1.880432e-08  0.9531270 0.167 0.061  7.503864e-04       1
## Tle2            1.918578e-08  0.1601295 0.576 0.335  7.656087e-04       1
## Gtf2a21         1.929303e-08  0.2834017 0.853 0.612  7.698884e-04       1
## Pop51           1.957661e-08  0.3162237 0.845 0.570  7.812046e-04       1
## Leo1            1.975378e-08  0.2880207 0.502 0.275  7.882747e-04       1
## 2510002D24Rik   2.013223e-08  0.2755306 0.718 0.452  8.033768e-04       1
## Epb41l4b1       2.060355e-08  0.1247754 0.988 0.795  8.221845e-04       1
## Mrpl28          2.103155e-08  0.2217690 0.796 0.495  8.392638e-04       1
## Polr2i1         2.108294e-08  0.3566586 0.698 0.430  8.413148e-04       1
## Dhx30           2.122257e-08  0.3279681 0.461 0.257  8.468867e-04       1
## Gm38661         2.126422e-08  2.5308349 0.045 0.005  8.485488e-04       1
## Yif1b           2.130364e-08  0.5706726 0.531 0.310  8.501216e-04       1
## Camk2n21        2.152501e-08  0.3319927 0.698 0.430  8.589553e-04       1
## Fdft11          2.157794e-08  0.2374325 0.514 0.298  8.610675e-04       1
## Lrrc31          2.201346e-08  1.1392403 0.212 0.091  8.784471e-04       1
## Wdr25           2.208441e-08  1.6593112 0.090 0.022  8.812782e-04       1
## Prkca           2.224812e-08  0.1930474 0.886 0.623  8.878114e-04       1
## Adam101         2.226812e-08  0.3346891 0.788 0.522  8.886092e-04       1
## Itgb3bp         2.248021e-08  0.5610820 0.343 0.176  8.970729e-04       1
## Rmdn3           2.256038e-08  0.4012746 0.527 0.312  9.002721e-04       1
## Zfp442          2.304228e-08  0.5103320 0.327 0.165  9.195021e-04       1
## Ufsp2           2.373269e-08  0.3406454 0.735 0.466  9.470530e-04       1
## Kcnj16          2.379513e-08  3.0644646 0.037 0.003  9.495447e-04       1
## Sbsn            2.391345e-08  0.6479546 0.265 0.120  9.542660e-04       1
## Vps281          2.395481e-08  0.3166846 0.914 0.651  9.559167e-04       1
## Gm16548         2.418417e-08  2.6178595 0.037 0.003  9.650692e-04       1
## Dctn21          2.424495e-08  0.2597007 0.890 0.634  9.674949e-04       1
## Adgrl1          2.437565e-08  0.3845476 0.433 0.235  9.727104e-04       1
## Mrpl301         2.458791e-08  0.2193188 0.841 0.556  9.811806e-04       1
## Vsig10          2.514063e-08  0.3586089 0.539 0.321  1.003237e-03       1
## Lurap1l1        2.517515e-08  0.3559606 0.559 0.335  1.004614e-03       1
## Taf11           2.538143e-08  0.5229500 0.420 0.232  1.012846e-03       1
## Kmt5a1          2.561229e-08  0.2717881 0.984 0.755  1.022058e-03       1
## Ppa2            2.567753e-08  0.4895415 0.563 0.344  1.024662e-03       1
## Zfp763          2.591090e-08  1.1059790 0.176 0.067  1.033974e-03       1
## Gcsh            2.622135e-08  0.5744810 0.347 0.175  1.046363e-03       1
## Atp6v0a11       2.656382e-08  0.2196831 0.751 0.483  1.060029e-03       1
## Daam11          2.713623e-08  0.3878757 0.608 0.375  1.082871e-03       1
## Msra            2.714710e-08  0.3385891 0.506 0.284  1.083305e-03       1
## Rhoq            2.719128e-08  0.4674643 0.314 0.161  1.085068e-03       1
## Nop16           2.727459e-08  0.6598987 0.290 0.141  1.088392e-03       1
## Gm4035          2.770407e-08  3.0672104 0.049 0.006  1.105531e-03       1
## Taf9b           2.784308e-08  0.7693659 0.224 0.095  1.111078e-03       1
## Mthfsd          2.784593e-08  0.4778784 0.384 0.201  1.111192e-03       1
## Nanp            2.785482e-08  0.3737718 0.359 0.187  1.111547e-03       1
## 1700108F19Rik   2.810848e-08  3.0150464 0.057 0.009  1.121669e-03       1
## Alkbh7          2.836814e-08  0.6447257 0.420 0.231  1.132031e-03       1
## Kcnk11          2.864944e-08  0.2270228 0.816 0.494  1.143256e-03       1
## Tmem1641        2.887326e-08  0.5159378 0.486 0.278  1.152187e-03       1
## Mrps341         2.902058e-08  0.2962420 0.714 0.451  1.158066e-03       1
## Mrpl231         2.914312e-08  0.1985727 0.739 0.463  1.162956e-03       1
## Plxna3          2.921900e-08  0.5422197 0.176 0.066  1.165984e-03       1
## Yeats41         2.924853e-08  0.2416257 0.755 0.484  1.167162e-03       1
## Ramac1          2.986315e-08  0.3187143 0.788 0.514  1.191689e-03       1
## C920006O11Rik   2.987748e-08  0.5210291 0.131 0.042  1.192261e-03       1
## Chil6           2.995163e-08  2.2524118 0.065 0.012  1.195220e-03       1
## Gm42094         3.008385e-08  2.2055298 0.090 0.022  1.200496e-03       1
## Kcnb1           3.090603e-08  0.2914638 0.494 0.276  1.233305e-03       1
## Bbox1           3.169023e-08  2.0393822 0.078 0.017  1.264599e-03       1
## Hook3           3.180578e-08  0.2085572 0.759 0.496  1.269210e-03       1
## Tnnt11          3.181213e-08  0.6895876 0.302 0.146  1.269463e-03       1
## Tnfaip8         3.225725e-08  1.0940627 0.122 0.038  1.287225e-03       1
## Nae1            3.244650e-08  0.2986920 0.551 0.335  1.294778e-03       1
## Abca1           3.281052e-08  0.7685080 0.184 0.071  1.309304e-03       1
## Parp2           3.285029e-08  0.3773509 0.482 0.269  1.310891e-03       1
## Grpel2          3.344510e-08  0.2908400 0.718 0.461  1.334627e-03       1
## Rabep11         3.350875e-08  0.2345202 0.869 0.623  1.337167e-03       1
## Tsfm            3.397289e-08  0.4533976 0.400 0.208  1.355688e-03       1
## Trpc1           3.410557e-08  0.4781802 0.310 0.147  1.360983e-03       1
## Sel1l1          3.420112e-08  0.3086620 0.841 0.622  1.364796e-03       1
## Gale1           3.454104e-08  0.1177211 0.763 0.472  1.378360e-03       1
## 5430400D12Rik   3.540513e-08  0.9581985 0.155 0.056  1.412842e-03       1
## Ogt             3.547220e-08  0.2866191 0.714 0.454  1.415518e-03       1
## Foxk1           3.552951e-08  0.4279139 0.298 0.145  1.417805e-03       1
## Faah            3.608460e-08  0.2329765 0.714 0.441  1.439956e-03       1
## Fyn1            3.676234e-08  0.2645080 0.461 0.256  1.467001e-03       1
## 2700062C07Rik   3.686322e-08  0.6084019 0.335 0.174  1.471027e-03       1
## Nicn1           3.689334e-08  0.5929497 0.343 0.176  1.472229e-03       1
## Ap3s2           3.689754e-08  0.4894340 0.510 0.297  1.472396e-03       1
## Ces2b           3.714275e-08  1.6027417 0.053 0.008  1.482182e-03       1
## Dtd2            3.794852e-08  0.5251461 0.376 0.200  1.514336e-03       1
## Rrp11           3.816504e-08  0.2591322 0.943 0.687  1.522976e-03       1
## Agbl3           3.820981e-08  1.0081166 0.135 0.044  1.524762e-03       1
## Arpc51          3.836172e-08  0.2204335 0.988 0.827  1.530824e-03       1
## Cerkl           3.850999e-08  0.1421038 0.535 0.300  1.536741e-03       1
## Zfp707          3.882968e-08  0.5392841 0.290 0.138  1.549498e-03       1
## Map3k3          3.891558e-08  0.3977261 0.563 0.344  1.552926e-03       1
## Noc2l           3.901446e-08  0.2722258 0.429 0.224  1.556872e-03       1
## Gata4           3.917006e-08  0.2781137 0.584 0.354  1.563081e-03       1
## Ppid            3.938922e-08  0.2455643 0.588 0.336  1.571827e-03       1
## Crybg3          3.961657e-08  0.2723771 0.282 0.133  1.580899e-03       1
## Tmc41           3.965262e-08  0.2238257 0.976 0.797  1.582338e-03       1
## Add1            4.075986e-08  0.2289335 0.702 0.428  1.626522e-03       1
## Ankrd46         4.136924e-08  0.4314866 0.424 0.231  1.650839e-03       1
## Slc22a181       4.142661e-08  0.2774573 0.727 0.460  1.653129e-03       1
## Lsm4            4.178241e-08  0.1407123 0.833 0.550  1.667327e-03       1
## Kit             4.208409e-08  0.6446635 0.282 0.137  1.679366e-03       1
## Pomgnt11        4.217184e-08  0.3663386 0.461 0.252  1.682867e-03       1
## Trmt1121        4.228873e-08  0.3612135 0.735 0.474  1.687532e-03       1
## Pkig            4.271876e-08  0.2749340 0.731 0.452  1.704692e-03       1
## 1700007L15Rik   4.277284e-08  1.4852359 0.147 0.052  1.706850e-03       1
## Lurap1          4.282226e-08  2.0702640 0.057 0.009  1.708822e-03       1
## Cyld            4.329114e-08  0.3957863 0.612 0.371  1.727533e-03       1
## Ulk2            4.519715e-08  0.1315877 0.437 0.240  1.803592e-03       1
## Cnrip1          4.526328e-08  3.1496543 0.033 0.002  1.806231e-03       1
## Dipk1a          4.604147e-08  1.5137103 0.127 0.041  1.837285e-03       1
## 5730455P16Rik   4.626989e-08  0.3508917 0.408 0.227  1.846400e-03       1
## Rsph91          4.637988e-08  0.4942071 0.408 0.215  1.850789e-03       1
## Gm34939         4.653689e-08  1.1793807 0.122 0.038  1.857055e-03       1
## Abhd8           4.682340e-08  0.8584207 0.245 0.110  1.868488e-03       1
## Wdfy4           4.685475e-08  2.1728013 0.033 0.002  1.869739e-03       1
## Gm15860         4.752850e-08  1.1592137 0.188 0.077  1.896625e-03       1
## Gm13375         4.801340e-08  0.9202034 0.151 0.054  1.915975e-03       1
## Cep83os         4.864067e-08  1.2028397 0.163 0.061  1.941006e-03       1
## AI837181        4.912421e-08  0.4118144 0.384 0.210  1.960302e-03       1
## Sypl1           4.954012e-08  0.2559798 0.890 0.615  1.976899e-03       1
## Lrp111          5.075273e-08  0.2755465 0.710 0.451  2.025288e-03       1
## Naga1           5.137198e-08  0.2868674 0.645 0.422  2.049999e-03       1
## Lpp1            5.138197e-08  0.2696086 0.927 0.727  2.050398e-03       1
## Cacna1h1        5.150557e-08  0.1749874 0.678 0.408  2.055330e-03       1
## Hikeshi         5.194084e-08  0.3762211 0.571 0.331  2.072699e-03       1
## Ipp             5.226325e-08  0.4430876 0.412 0.229  2.085565e-03       1
## Fkbp4           5.280604e-08  0.2017238 0.959 0.719  2.107225e-03       1
## Gm34220         5.342114e-08  0.4703779 0.318 0.162  2.131771e-03       1
## Timm17b         5.395183e-08  0.3072520 0.567 0.347  2.152948e-03       1
## Pdia5           5.423955e-08  0.6671413 0.314 0.158  2.164429e-03       1
## Zfp560          5.499681e-08  0.4237407 0.335 0.175  2.194648e-03       1
## Ptgr21          5.555786e-08  0.3295956 0.645 0.410  2.217036e-03       1
## Arpc5l1         5.571639e-08  0.3358350 0.865 0.594  2.223363e-03       1
## Gm51482         5.637066e-08  2.7171050 0.041 0.004  2.249471e-03       1
## Atp5mc1         5.658710e-08  0.1473283 1.000 0.817  2.258108e-03       1
## Tmtc1           5.660623e-08  0.7309365 0.163 0.059  2.258872e-03       1
## Cisd21          5.685112e-08  0.2463227 0.804 0.575  2.268644e-03       1
## Ptprj           5.692082e-08  0.4836481 0.371 0.203  2.271425e-03       1
## Rwdd2a          5.708295e-08  0.9745547 0.196 0.079  2.277895e-03       1
## Akr1a11         5.767996e-08  0.2472103 0.996 0.839  2.301719e-03       1
## Tbc1d8b         5.831393e-08  0.4471573 0.461 0.265  2.327017e-03       1
## Cep15           5.834365e-08  0.5310809 0.527 0.325  2.328204e-03       1
## Ndufs41         5.895035e-08  0.2516281 0.939 0.677  2.352414e-03       1
## Yipf61          5.963881e-08  0.3835039 0.612 0.395  2.379887e-03       1
## Snx5            6.001516e-08  0.3353960 0.722 0.463  2.394905e-03       1
## Adcy61          6.015845e-08  0.2344577 0.759 0.494  2.400623e-03       1
## Mrpl40          6.080479e-08  0.5233710 0.494 0.294  2.426415e-03       1
## Ppp1cc1         6.129000e-08  0.3512849 0.596 0.363  2.445777e-03       1
## A230070E04Rik   6.142496e-08  1.4457476 0.114 0.035  2.451163e-03       1
## Trappc41        6.179027e-08  0.3541268 0.739 0.490  2.465741e-03       1
## Hadhb           6.183979e-08  0.2070274 0.873 0.631  2.467717e-03       1
## Pgam11          6.186258e-08  0.1577650 0.931 0.683  2.468626e-03       1
## 1700054M17Rik   6.310208e-08  4.6121749 0.020 0.000  2.518089e-03       1
## Gm37548         6.310208e-08  4.0538435 0.020 0.000  2.518089e-03       1
## Sohlh2          6.310208e-08  4.0949498 0.020 0.000  2.518089e-03       1
## Gm833           6.310208e-08  4.2186484 0.020 0.000  2.518089e-03       1
## Gm46906         6.310208e-08  4.4535149 0.020 0.000  2.518089e-03       1
## Gm46483         6.310208e-08  4.4195372 0.020 0.000  2.518089e-03       1
## Tcp10c          6.310208e-08  4.3187194 0.020 0.000  2.518089e-03       1
## Ube2g2          6.320619e-08  0.1392493 0.482 0.270  2.522243e-03       1
## Lad1            6.388837e-08  0.1081565 0.592 0.352  2.549466e-03       1
## Cdk41           6.452132e-08  0.1392973 0.743 0.462  2.574723e-03       1
## Ip6k21          6.500409e-08  0.2825561 0.686 0.438  2.593988e-03       1
## Hmox21          6.501754e-08  0.4042780 0.567 0.334  2.594525e-03       1
## Hax11           6.532199e-08  0.3552645 0.514 0.305  2.606674e-03       1
## Smim71          6.591480e-08  0.2531728 0.914 0.632  2.630330e-03       1
## Zbtb14          6.652719e-08  0.9005906 0.241 0.111  2.654767e-03       1
## Saysd1          6.673675e-08  0.4038540 0.535 0.317  2.663130e-03       1
## Tstd1           6.729499e-08  0.4216130 0.261 0.122  2.685406e-03       1
## Tex2611         6.811043e-08  0.1858209 0.780 0.484  2.717947e-03       1
## Ube2d11         6.817163e-08  0.4808399 0.478 0.270  2.720389e-03       1
## Stoml2          6.907860e-08  0.2884310 0.514 0.296  2.756582e-03       1
## Mitd11          6.922100e-08  0.4175143 0.551 0.333  2.762264e-03       1
## Ccdc92b         6.966258e-08  0.3114911 0.433 0.231  2.779885e-03       1
## Dpcd            7.161176e-08  0.3677867 0.539 0.326  2.857667e-03       1
## Hadh            7.191030e-08  0.1376135 0.959 0.727  2.869581e-03       1
## Lrrcc1          7.232963e-08  0.2968480 0.371 0.196  2.886314e-03       1
## Tgm5            7.250295e-08  1.3144851 0.114 0.035  2.893230e-03       1
## Ftx             7.251674e-08  0.5879010 0.184 0.073  2.893781e-03       1
## 2310001H17Rik   7.377146e-08  0.4138431 0.527 0.307  2.943850e-03       1
## Zfp82           7.492602e-08  0.5699075 0.147 0.051  2.989923e-03       1
## Slc7a6          7.527959e-08  0.3556969 0.282 0.133  3.004032e-03       1
## Areg            7.561231e-08  1.3963440 0.143 0.051  3.017309e-03       1
## Slc26a2         7.594778e-08  0.1382047 0.841 0.596  3.030696e-03       1
## Fam171a2        7.604166e-08  1.8144944 0.090 0.023  3.034442e-03       1
## Tmsb15b1        7.621159e-08  1.0361292 0.249 0.118  3.041223e-03       1
## Eif3m1          7.711566e-08  0.2060867 0.833 0.546  3.077300e-03       1
## Akirin2         7.774591e-08  0.2249352 0.739 0.464  3.102451e-03       1
## Trmt10b         7.797764e-08  0.4542438 0.290 0.142  3.111698e-03       1
## Chchd21         7.810109e-08  0.1423737 1.000 0.918  3.116624e-03       1
## Zdhhc12         7.827967e-08  0.3401751 0.465 0.266  3.123750e-03       1
## Dcps            7.850492e-08  1.0018607 0.265 0.128  3.132739e-03       1
## Kifap3          7.869024e-08  0.2994753 0.563 0.338  3.140134e-03       1
## Tdrd5           7.896321e-08  3.0403486 0.045 0.006  3.151027e-03       1
## 2310030G06Rik   7.989553e-08  0.3669448 0.535 0.326  3.188231e-03       1
## Klhl36          8.027750e-08  0.9669423 0.167 0.066  3.203474e-03       1
## Ncoa7           8.093027e-08  0.2892153 0.592 0.360  3.229522e-03       1
## Nipsnap11       8.132969e-08  0.2909808 0.735 0.484  3.245461e-03       1
## Tmem132a        8.218850e-08  1.0543414 0.147 0.053  3.279732e-03       1
## Keap11          8.277668e-08  0.3844417 0.678 0.442  3.303203e-03       1
## Supt20          8.365953e-08  0.2621443 0.571 0.338  3.338433e-03       1
## Sdsl            8.401820e-08  0.3978572 0.359 0.182  3.352746e-03       1
## Zfpm11          8.402653e-08  0.1980353 0.922 0.688  3.353079e-03       1
## Tsr11           8.403545e-08  0.3951786 0.384 0.203  3.353435e-03       1
## Gm33682         8.437580e-08  0.8158730 0.098 0.027  3.367016e-03       1
## Arhgap32        8.447458e-08  0.2101873 0.706 0.463  3.370958e-03       1
## Cers4           8.469597e-08  0.4887751 0.465 0.273  3.379793e-03       1
## Sac3d1          8.512614e-08  0.4566224 0.433 0.248  3.396959e-03       1
## Chmp2a1         8.523142e-08  0.2173016 0.984 0.793  3.401160e-03       1
## 1110004F10Rik1  8.579887e-08  0.3247252 0.865 0.614  3.423804e-03       1
## Mia2            8.665928e-08  0.1876120 0.943 0.737  3.458139e-03       1
## Pafah1b11       8.666284e-08  0.2245942 0.980 0.790  3.458281e-03       1
## Plp2            8.685492e-08  0.2575063 0.739 0.453  3.465945e-03       1
## Med11           8.730280e-08  0.4488447 0.359 0.194  3.483818e-03       1
## Dda11           8.996959e-08  0.3424503 0.686 0.447  3.590236e-03       1
## Diablo1         9.079178e-08  0.4202010 0.580 0.358  3.623046e-03       1
## Sncg            9.333833e-08  0.2324000 0.078 0.017  3.724666e-03       1
## Poglut1         9.383346e-08  0.5368689 0.302 0.152  3.744424e-03       1
## Sec11c          9.434821e-08  0.2526274 0.837 0.567  3.764965e-03       1
## Muc20           9.440095e-08  1.2774100 0.061 0.011  3.767070e-03       1
## Prl6a1          9.445035e-08  4.1027335 0.024 0.001  3.769041e-03       1
## Armc1           9.552082e-08  0.2652401 0.576 0.349  3.811758e-03       1
## Gm46650         9.626132e-08  1.8691057 0.045 0.006  3.841308e-03       1
## Cd46            9.635239e-08  1.4622730 0.106 0.031  3.844942e-03       1
## Tram1l1         9.715096e-08  3.8404771 0.024 0.001  3.876809e-03       1
## Gpr158          9.852914e-08  3.2510666 0.024 0.001  3.931805e-03       1
## Mageh1          9.856289e-08  0.1895669 0.567 0.326  3.933152e-03       1
## Gucd1           1.004499e-07  0.3635000 0.535 0.327  4.008453e-03       1
## Ophn1           1.004833e-07  0.8115208 0.212 0.093  4.009785e-03       1
## Slc39a7         1.013214e-07  0.2788378 0.710 0.458  4.043230e-03       1
## Ctf1            1.017402e-07  1.3092077 0.143 0.051  4.059943e-03       1
## Dexi            1.021678e-07  0.5786651 0.261 0.126  4.077008e-03       1
## Zmpste241       1.027217e-07  0.3619100 0.588 0.360  4.099109e-03       1
## Slc35d1         1.029734e-07  0.3747440 0.506 0.306  4.109154e-03       1
## Tsix            1.036294e-07  0.2244370 0.429 0.236  4.135332e-03       1
## Pcgf2           1.044986e-07  0.4094314 0.351 0.180  4.170016e-03       1
## Klhdc10         1.051208e-07  0.2609413 0.563 0.348  4.194845e-03       1
## Dock9           1.056412e-07  0.1599130 0.433 0.235  4.215612e-03       1
## Tspan3          1.060211e-07  0.2221781 0.857 0.580  4.230771e-03       1
## Stard101        1.079316e-07  0.1993914 0.996 0.863  4.307012e-03       1
## Cldnd1          1.082503e-07  0.2525562 0.669 0.425  4.319727e-03       1
## Ro601           1.083465e-07  0.3353520 0.665 0.438  4.323566e-03       1
## Pex3            1.085048e-07  0.4162320 0.518 0.317  4.329886e-03       1
## Cspg5           1.095430e-07  0.5925473 0.261 0.122  4.371312e-03       1
## Eif3g1          1.108536e-07  0.3294544 0.788 0.484  4.423614e-03       1
## Vapa1           1.115604e-07  0.2192248 0.959 0.755  4.451819e-03       1
## Cd274           1.116445e-07  1.1482490 0.098 0.027  4.455174e-03       1
## U2af1l41        1.125038e-07  0.2132194 0.563 0.336  4.489464e-03       1
## Gm32385         1.126866e-07  2.2539295 0.049 0.007  4.496759e-03       1
## Ptpdc1          1.131358e-07  1.1890148 0.082 0.020  4.514685e-03       1
## Zcrb1           1.134222e-07  0.2492005 0.906 0.659  4.526112e-03       1
## Gkap1           1.152709e-07  0.4853712 0.327 0.171  4.599887e-03       1
## Gtf2i1          1.153740e-07  0.1998419 0.812 0.539  4.603999e-03       1
## Arfgap1         1.153799e-07  0.2823552 0.510 0.303  4.604235e-03       1
## Onecut21        1.167229e-07  0.1335993 0.996 0.789  4.657829e-03       1
## Selenoh         1.172571e-07  0.2010797 0.290 0.140  4.679145e-03       1
## Bag5            1.175331e-07  0.7152723 0.339 0.182  4.690159e-03       1
## Sumo21          1.189504e-07  0.2922139 0.963 0.738  4.746715e-03       1
## Sgtb            1.209092e-07  0.5917857 0.229 0.102  4.824881e-03       1
## Mrps331         1.215989e-07  0.2762707 0.943 0.676  4.852405e-03       1
## Pigg            1.216538e-07  0.5785634 0.273 0.132  4.854596e-03       1
## Tsen34          1.219267e-07  0.2935513 0.714 0.461  4.865485e-03       1
## E130311K13Rik   1.229622e-07  0.6419651 0.273 0.129  4.906808e-03       1
## 2410002F23Rik   1.239194e-07  0.2021183 0.359 0.191  4.945002e-03       1
## Dusp22          1.248136e-07  0.8029997 0.163 0.062  4.980685e-03       1
## Polr3d          1.258234e-07  0.4805362 0.408 0.236  5.020982e-03       1
## Rpl36al         1.258699e-07  0.1751923 1.000 0.835  5.022840e-03       1
## Gm10033         1.286754e-07  0.4605837 0.273 0.132  5.134790e-03       1
## Smad2           1.289538e-07  0.3721828 0.473 0.274  5.145902e-03       1
## Gm35534         1.292996e-07  2.6543201 0.037 0.003  5.159701e-03       1
## Gm2137          1.293739e-07  1.3331730 0.110 0.034  5.162666e-03       1
## Fggy            1.294724e-07  0.8717578 0.208 0.090  5.166597e-03       1
## Sh3bgrl         1.304902e-07  0.1808591 0.918 0.660  5.207210e-03       1
## Rp9             1.306210e-07  0.1924211 0.808 0.553  5.212431e-03       1
## Pdhb            1.310684e-07  0.4303202 0.641 0.410  5.230284e-03       1
## Elp3            1.318193e-07  0.5183052 0.371 0.201  5.260248e-03       1
## Zfp617          1.318763e-07  0.5125010 0.376 0.209  5.262525e-03       1
## Isca2           1.327231e-07  0.5649439 0.494 0.299  5.296316e-03       1
## Gm320171        1.336654e-07  0.7033466 0.131 0.043  5.333917e-03       1
## Dpm1            1.338962e-07  0.6499070 0.363 0.198  5.343129e-03       1
## Mrpl13          1.352426e-07  0.1602819 0.527 0.298  5.396855e-03       1
## Tm9sf2          1.360471e-07  0.2036461 0.943 0.687  5.428961e-03       1
## Zc3h7b1         1.388727e-07  0.4568836 0.453 0.256  5.541716e-03       1
## Gsk3b1          1.404770e-07  0.2252671 0.914 0.702  5.605736e-03       1
## Gm36318         1.455028e-07  0.3464473 0.392 0.220  5.806288e-03       1
## Gm40543         1.481304e-07  1.3177536 0.090 0.024  5.911144e-03       1
## Atp5pd1         1.496051e-07  0.1525450 1.000 0.858  5.969991e-03       1
## Nudt141         1.501874e-07  0.3624829 0.735 0.500  5.993227e-03       1
## Kdm1b           1.521492e-07  0.5945836 0.278 0.138  6.071516e-03       1
## Cibar11         1.523578e-07  0.5825818 0.392 0.221  6.079837e-03       1
## Lyset1          1.540058e-07  0.5944001 0.367 0.201  6.145602e-03       1
## Ankrd24         1.543260e-07  0.4127701 0.298 0.147  6.158379e-03       1
## Psma11          1.550146e-07  0.2362417 0.845 0.592  6.185857e-03       1
## Brk11           1.554034e-07  0.3081479 0.918 0.675  6.201373e-03       1
## Ssr1            1.562373e-07  0.2510563 0.898 0.641  6.234651e-03       1
## Mcf2l1          1.570848e-07  0.2124049 0.853 0.612  6.268471e-03       1
## Xpa             1.579800e-07  0.3193337 0.555 0.336  6.304191e-03       1
## Actl6b          1.590759e-07  0.5599025 0.282 0.136  6.347924e-03       1
## Med14           1.593253e-07  0.2806805 0.465 0.275  6.357876e-03       1
## Ywhae1          1.594825e-07  0.2795432 1.000 0.826  6.364151e-03       1
## Tial1           1.600885e-07  0.2633475 0.837 0.593  6.388332e-03       1
## Thoc2           1.603585e-07  0.2087731 0.935 0.719  6.399107e-03       1
## Nol12           1.613672e-07  0.3188655 0.498 0.287  6.439359e-03       1
## Pmvk            1.618884e-07  0.4434181 0.510 0.308  6.460156e-03       1
## Rfx7            1.619987e-07  0.2654949 0.522 0.305  6.464559e-03       1
## Ndufa111        1.645981e-07  0.1823109 0.963 0.746  6.568285e-03       1
## Asah11          1.654822e-07  0.2149880 0.755 0.500  6.603567e-03       1
## Prkx1           1.676690e-07  0.3115882 0.649 0.398  6.690833e-03       1
## Rab141          1.678729e-07  0.2298206 0.980 0.791  6.698968e-03       1
## Ubap1l          1.692541e-07  0.4707440 0.110 0.034  6.754085e-03       1
## Gm45916         1.699747e-07  0.8372686 0.196 0.083  6.782841e-03       1
## Chkb            1.727314e-07  0.3359577 0.376 0.201  6.892848e-03       1
## Slc17a9         1.730115e-07  0.7963105 0.082 0.020  6.904026e-03       1
## Fbxw9           1.731845e-07  0.3872254 0.400 0.220  6.910927e-03       1
## Abhd14b         1.761948e-07  0.3035604 0.653 0.433  7.031054e-03       1
## Zfp52           1.769967e-07  0.5346473 0.196 0.080  7.063055e-03       1
## Polr2m1         1.781544e-07  0.2595716 0.865 0.601  7.109253e-03       1
## Gm40150         1.791684e-07  1.1600386 0.094 0.026  7.149713e-03       1
## Slc39a11        1.801478e-07  0.3504158 0.453 0.259  7.188799e-03       1
## Fads11          1.805384e-07  0.5431247 0.416 0.247  7.204386e-03       1
## Tlcd4           1.816835e-07  0.3040940 0.404 0.229  7.250080e-03       1
## Rab321          1.827634e-07  0.6317657 0.249 0.119  7.293175e-03       1
## Fbxo17          1.843434e-07  1.1901269 0.082 0.020  7.356222e-03       1
## Chst11          1.851037e-07  0.9559427 0.163 0.064  7.386563e-03       1
## Gm32849         1.899602e-07  2.6122532 0.061 0.012  7.580361e-03       1
## Cyren           1.901758e-07  0.6064053 0.220 0.101  7.588964e-03       1
## Bcl7a           1.910753e-07  0.3052234 0.461 0.265  7.624860e-03       1
## Gmds            1.919042e-07  0.2699577 0.857 0.571  7.657936e-03       1
## Ptprg1          1.924157e-07  0.2257722 0.641 0.412  7.678348e-03       1
## Rbx11           1.974171e-07  0.2198395 0.971 0.767  7.877930e-03       1
## Tlcd3a1         1.976590e-07  0.4191547 0.302 0.155  7.887582e-03       1
## Fam83d1         1.991492e-07  0.5115387 0.249 0.119  7.947048e-03       1
## Selenon         2.013498e-07  0.5077176 0.302 0.151  8.034863e-03       1
## Nudt19          2.042363e-07  0.3001432 0.490 0.273  8.150048e-03       1
## Dnajc31         2.043210e-07  0.2670976 0.922 0.683  8.153431e-03       1
## Ypel1           2.060233e-07  1.6028121 0.073 0.017  8.221359e-03       1
## Tmem216         2.065365e-07  0.8677500 0.241 0.115  8.241840e-03       1
## Gpr75           2.094447e-07  1.0752434 0.106 0.032  8.357889e-03       1
## Cd79b           2.127485e-07  2.6547577 0.057 0.010  8.489729e-03       1
## Dnajc30         2.150657e-07  0.4441573 0.355 0.189  8.582195e-03       1
## Gopc            2.153987e-07  0.3406057 0.510 0.295  8.595483e-03       1
## G630025P09Rik   2.170771e-07  0.8791932 0.176 0.071  8.662463e-03       1
## Chchd7          2.204100e-07  0.2981760 0.641 0.405  8.795461e-03       1
## Rabggtb         2.208360e-07  0.1819325 0.518 0.321  8.812462e-03       1
## Pcdhb4          2.223428e-07  2.4316556 0.057 0.010  8.872587e-03       1
## Itpripl2        2.224837e-07  0.5975311 0.253 0.124  8.878212e-03       1
## Gm46617         2.242836e-07  0.3632158 0.290 0.143  8.950037e-03       1
## Cmc4            2.272545e-07  0.8121433 0.261 0.131  9.068592e-03       1
## Palm            2.279915e-07  1.3704612 0.114 0.036  9.098003e-03       1
## Zfp40           2.287770e-07  0.2949436 0.278 0.137  9.129346e-03       1
## Acacb           2.328323e-07  1.1751699 0.078 0.019  9.291174e-03       1
## Golga71         2.337557e-07  0.5410206 0.494 0.291  9.328021e-03       1
## Slc25a12        2.340035e-07  1.0256475 0.159 0.063  9.337909e-03       1
## Mdc1            2.370435e-07  0.3506758 0.314 0.162  9.459221e-03       1
## Pten1           2.370836e-07  0.2451958 0.971 0.742  9.460820e-03       1
## Gdap21          2.394630e-07  0.6221854 0.310 0.157  9.555770e-03       1
## Abhd17a         2.410446e-07  0.2191926 0.841 0.569  9.618883e-03       1
## BC051226        2.410512e-07  0.9304004 0.212 0.097  9.619147e-03       1
## Krt101          2.427285e-07  0.1808786 0.457 0.272  9.686081e-03       1
## Hook1           2.433294e-07  0.2463258 0.776 0.528  9.710059e-03       1
## Fbxl20          2.439812e-07  0.4001693 0.404 0.228  9.736069e-03       1
## Cdh4            2.440318e-07  0.9752102 0.131 0.045  9.738091e-03       1
## Mfsd4b1         2.461860e-07  0.6554923 0.216 0.094  9.824050e-03       1
## Naa35           2.470841e-07  0.2598901 0.690 0.435  9.859893e-03       1
## Smim20          2.542555e-07  0.3764695 0.608 0.370  1.014607e-02       1
## Abtb11          2.555895e-07  0.2232729 0.457 0.254  1.019930e-02       1
## Tsc22d3         2.564917e-07  0.3622071 0.257 0.128  1.023530e-02       1
## Id31            2.586914e-07  0.3313032 0.980 0.857  1.032308e-02       1
## 0610040B10Rik   2.590708e-07  0.8891793 0.204 0.089  1.033822e-02       1
## 4930503L19Rik   2.604518e-07  1.0255032 0.139 0.050  1.039333e-02       1
## Wbp41           2.608450e-07  0.2546845 0.812 0.558  1.040902e-02       1
## Gys1            2.676298e-07  0.6992287 0.167 0.067  1.067977e-02       1
## Pelp1           2.705741e-07  0.4351764 0.343 0.182  1.079726e-02       1
## Herc3           2.722566e-07  0.5938880 0.351 0.196  1.086440e-02       1
## Gm15816         2.723019e-07  2.1083636 0.053 0.009  1.086621e-02       1
## Zfp950          2.748692e-07  0.1615172 0.796 0.561  1.096866e-02       1
## Nfu11           2.761642e-07  0.2568776 0.555 0.342  1.102033e-02       1
## Ift74           2.790519e-07  0.4992005 0.310 0.162  1.113557e-02       1
## Fcor            2.805347e-07  1.5075348 0.094 0.027  1.119474e-02       1
## Suz12           2.822097e-07  0.2383968 0.763 0.526  1.126158e-02       1
## H2bc271         2.826234e-07  0.6443961 0.278 0.138  1.127809e-02       1
## Msantd41        2.875580e-07  0.2632891 0.657 0.427  1.147500e-02       1
## Suv39h1         2.915094e-07  0.5515044 0.196 0.087  1.163268e-02       1
## Dph3            2.931534e-07  0.2440863 0.776 0.521  1.169829e-02       1
## Anxa4           2.957481e-07  0.1501095 0.992 0.897  1.180183e-02       1
## Kifbp           2.964240e-07  0.5821274 0.482 0.294  1.182880e-02       1
## Ndufb71         3.029139e-07  0.1344340 0.992 0.806  1.208778e-02       1
## AI480526        3.063173e-07  0.1361603 0.539 0.313  1.222359e-02       1
## Tmem50a1        3.074002e-07  0.3121007 0.963 0.727  1.226681e-02       1
## Cyp2j8          3.106016e-07  2.6802299 0.033 0.003  1.239456e-02       1
## Dguok           3.125285e-07  0.4043280 0.518 0.317  1.247145e-02       1
## Gm36220         3.129668e-07  0.4349837 0.318 0.166  1.248894e-02       1
## Ifih11          3.138037e-07  0.1793064 0.600 0.374  1.252234e-02       1
## Polr2e1         3.151920e-07  0.3332443 0.727 0.491  1.257774e-02       1
## Hibch           3.287495e-07  0.2280296 0.306 0.160  1.311875e-02       1
## Spata24         3.332130e-07  1.4052962 0.139 0.053  1.329686e-02       1
## Gm35611         3.339302e-07  2.0479179 0.065 0.014  1.332548e-02       1
## Ehd4            3.398110e-07  0.4666893 0.282 0.145  1.356016e-02       1
## Nt5c1           3.426387e-07  0.2375984 0.943 0.692  1.367300e-02       1
## Arhgap29        3.435812e-07  1.0352242 0.167 0.070  1.371061e-02       1
## Cnn31           3.445970e-07  0.2180713 0.837 0.570  1.375114e-02       1
## Znrf3           3.479218e-07  1.0292422 0.180 0.078  1.388382e-02       1
## Ppp5c           3.497539e-07  0.4316307 0.527 0.322  1.395693e-02       1
## A930001C03Rik   3.524870e-07  2.1315974 0.065 0.014  1.406599e-02       1
## Lgals1          3.525903e-07  2.6519574 0.061 0.013  1.407012e-02       1
## Lipa            3.543339e-07  0.1677404 0.388 0.205  1.413969e-02       1
## Aip1            3.546216e-07  0.3812946 0.563 0.347  1.415117e-02       1
## Pdk1            3.580126e-07  0.6093107 0.302 0.162  1.428649e-02       1
## Gm7932          3.612480e-07  1.1099037 0.098 0.029  1.441560e-02       1
## Acer1           3.664452e-07  0.4720735 0.384 0.212  1.462299e-02       1
## Pnkd1           3.670698e-07  0.2193473 0.800 0.519  1.464792e-02       1
## A430005L14Rik   3.676497e-07  0.4819376 0.408 0.229  1.467106e-02       1
## Uba21           3.747267e-07  0.2476352 0.596 0.363  1.495347e-02       1
## Thap111         3.769617e-07  0.4779507 0.384 0.208  1.504266e-02       1
## Manba           3.770422e-07  1.3350840 0.159 0.065  1.504587e-02       1
## D730005E14Rik   3.879281e-07  0.2176432 0.127 0.045  1.548027e-02       1
## Cdk5rap3        3.925763e-07  0.2180512 0.702 0.451  1.566576e-02       1
## AW1120101       3.935872e-07  0.3965309 0.637 0.423  1.570610e-02       1
## Lsm5            3.971135e-07  0.1543804 0.465 0.261  1.584682e-02       1
## Cfap52          3.985454e-07  1.8535614 0.065 0.014  1.590396e-02       1
## Gatd1           3.996484e-07  0.3873754 0.461 0.272  1.594797e-02       1
## C630043F03Rik   4.010553e-07  0.7309072 0.208 0.094  1.600411e-02       1
## Dnm1l           4.010933e-07  0.1886032 0.812 0.565  1.600563e-02       1
## Uggt2           4.026838e-07  1.5224220 0.102 0.031  1.606910e-02       1
## Cnksr3          4.043968e-07  0.3615932 0.339 0.178  1.613746e-02       1
## Bcl11b          4.068006e-07  0.2260723 0.498 0.289  1.623338e-02       1
## Grb7            4.079256e-07  0.2706310 0.690 0.432  1.627827e-02       1
## Elk3            4.103997e-07  0.9776703 0.143 0.054  1.637700e-02       1
## Fkbp11          4.117273e-07  0.8237073 0.196 0.088  1.642998e-02       1
## Shroom1         4.130812e-07  1.2787594 0.118 0.040  1.648400e-02       1
## Ttc32           4.155368e-07  0.5313394 0.400 0.229  1.658200e-02       1
## Zfp593          4.194036e-07  0.8106475 0.261 0.130  1.673630e-02       1
## Hcn3            4.209214e-07  0.9658957 0.122 0.041  1.679687e-02       1
## 2210406O10Rik   4.305565e-07  2.0721460 0.061 0.013  1.718136e-02       1
## Sft2d1          4.464428e-07  0.1422393 0.473 0.273  1.781530e-02       1
## Chid11          4.489230e-07  0.4095413 0.498 0.294  1.791427e-02       1
## Mrpl35          4.511699e-07  0.3476210 0.535 0.304  1.800394e-02       1
## Tmem250         4.512961e-07  0.5175884 0.433 0.253  1.800897e-02       1
## Wwp1            4.608789e-07  0.3190939 0.469 0.282  1.839137e-02       1
## Armcx3          4.628030e-07  0.4779198 0.408 0.238  1.846815e-02       1
## Fgfbp3          4.740845e-07  0.7894371 0.261 0.129  1.891834e-02       1
## Tnrc6b          4.756107e-07  0.1371354 0.922 0.671  1.897924e-02       1
## Commd3          4.766772e-07  0.2354331 0.604 0.363  1.902180e-02       1
## Calhm21         4.775063e-07  0.9706798 0.131 0.045  1.905489e-02       1
## Zdhhc8          4.784014e-07  0.2000658 0.343 0.181  1.909061e-02       1
## Polr2f1         4.896518e-07  0.1547875 0.910 0.628  1.953955e-02       1
## Fam120c         4.950258e-07  0.5518740 0.363 0.199  1.975400e-02       1
## Cops7a          4.951180e-07  0.4143122 0.608 0.386  1.975769e-02       1
## Mfsd9           4.959272e-07  0.5057515 0.245 0.115  1.978997e-02       1
## Hilpda          4.982856e-07  1.4230808 0.163 0.068  1.988409e-02       1
## Bccip           5.013628e-07  0.1749472 0.673 0.433  2.000688e-02       1
## Tmem141         5.066003e-07  0.4791956 0.335 0.178  2.021588e-02       1
## Gm57587         5.080144e-07  1.2323689 0.122 0.042  2.027231e-02       1
## Zfp637          5.156923e-07  0.3679333 0.396 0.229  2.057870e-02       1
## Zfp551          5.161517e-07  0.9298080 0.155 0.061  2.059703e-02       1
## Zmynd19         5.212462e-07  0.6226317 0.196 0.087  2.080033e-02       1
## Hipk3           5.214525e-07  0.3269614 0.633 0.410  2.080856e-02       1
## Krcc11          5.252197e-07  0.2245381 0.869 0.629  2.095889e-02       1
## A830021M18Rik   5.407742e-07  3.4643187 0.037 0.004  2.157960e-02       1
## Septin8         5.456873e-07  0.7523586 0.216 0.101  2.177565e-02       1
## Wrn             5.463816e-07  0.4916983 0.339 0.185  2.180336e-02       1
## Smarcb11        5.499203e-07  0.3122273 0.649 0.414  2.194457e-02       1
## Tsen15          5.536468e-07  0.8956823 0.233 0.112  2.209328e-02       1
## Vps4b1          5.612774e-07  0.1731074 0.837 0.564  2.239778e-02       1
## Aldh7a11        5.673177e-07  0.5196079 0.551 0.351  2.263881e-02       1
## Snhg10          5.706812e-07  0.6190507 0.135 0.050  2.277303e-02       1
## Gm40656         5.710548e-07  0.3975301 0.229 0.105  2.278794e-02       1
## Tm9sf41         5.720855e-07  0.2755514 0.702 0.473  2.282907e-02       1
## Slc25a17        5.724832e-07  0.3060531 0.416 0.249  2.284494e-02       1
## Arhgef281       5.740608e-07  0.2257629 0.641 0.422  2.290789e-02       1
## Pdcd101         5.765496e-07  0.2118819 0.841 0.577  2.300721e-02       1
## Unc13a1         5.861395e-07  0.2033582 0.498 0.290  2.338990e-02       1
## Katnbl1         5.875365e-07  0.4015094 0.331 0.177  2.344565e-02       1
## Fkbp14          5.898808e-07  1.3365173 0.102 0.032  2.353919e-02       1
## Rwdd1           5.901142e-07  0.2158005 0.804 0.540  2.354851e-02       1
## Dcakd           5.918558e-07  0.6055655 0.441 0.268  2.361801e-02       1
## Postn           5.925710e-07  2.1494714 0.057 0.011  2.364655e-02       1
## Brdt            5.965899e-07  0.3816873 0.184 0.079  2.380692e-02       1
## Nrbp2           5.972650e-07  0.7314819 0.216 0.102  2.383386e-02       1
## Pdrg1           6.008645e-07  0.4843926 0.433 0.253  2.397750e-02       1
## Rps6ka2         6.008776e-07  0.2425101 0.290 0.143  2.397802e-02       1
## Mppe1           6.083000e-07  0.5868278 0.327 0.182  2.427421e-02       1
## Ifngr11         6.105658e-07  0.2468090 0.682 0.445  2.436463e-02       1
## Gatad2b         6.133854e-07  0.2643202 0.804 0.572  2.447715e-02       1
## Tmem135         6.147322e-07  0.1503297 0.608 0.377  2.453089e-02       1
## Dnah7b          6.168909e-07  2.7449118 0.037 0.004  2.461703e-02       1
## Pds5b           6.279558e-07  0.2492824 0.441 0.264  2.505858e-02       1
## Cep170b1        6.293403e-07  0.2616750 0.690 0.457  2.511382e-02       1
## Prr15l          6.396505e-07  0.2271487 0.971 0.736  2.552525e-02       1
## Prpf6           6.473937e-07  0.1470900 0.527 0.323  2.583424e-02       1
## Stat5a          6.502800e-07  0.5186871 0.139 0.052  2.594942e-02       1
## Pam1            6.536421e-07  0.2859709 0.996 0.800  2.608359e-02       1
## Scand11         6.566344e-07  0.2406436 0.980 0.776  2.620300e-02       1
## Gm57735         6.566996e-07  0.6755781 0.212 0.098  2.620560e-02       1
## Slc16a6         6.624785e-07  0.3430227 0.327 0.176  2.643620e-02       1
## 5430405H02Rik   6.625231e-07  0.3362791 0.290 0.149  2.643798e-02       1
## Gemin71         6.628318e-07  0.3775837 0.559 0.344  2.645030e-02       1
## Thoc7           6.631177e-07  0.1209138 0.902 0.650  2.646171e-02       1
## Iah1            6.645354e-07  0.2863673 0.502 0.310  2.651829e-02       1
## Srgap2          6.655604e-07  0.3126350 0.286 0.151  2.655919e-02       1
## Tacc1           6.668014e-07  0.2447974 0.420 0.235  2.660871e-02       1
## Pde6d1          6.743628e-07  0.3321682 0.486 0.296  2.691045e-02       1
## Septin71        6.777936e-07  0.2238100 0.922 0.648  2.704735e-02       1
## Gm30789         6.782800e-07  1.2335171 0.102 0.032  2.706676e-02       1
## Sema4d          6.785158e-07  0.8834353 0.180 0.077  2.707617e-02       1
## Tsn1            6.805245e-07  0.2445466 0.861 0.605  2.715633e-02       1
## Nudt11          6.809483e-07  0.9861689 0.159 0.065  2.717324e-02       1
## Celf31          6.825378e-07  0.1829850 0.984 0.778  2.723667e-02       1
## Gm51920         6.867401e-07  1.3135381 0.106 0.034  2.740437e-02       1
## Slc41a1         7.133268e-07  0.7701746 0.184 0.081  2.846530e-02       1
## Eea1            7.154609e-07  0.1097491 0.865 0.632  2.855047e-02       1
## Elp21           7.161623e-07  0.2683298 0.392 0.224  2.857846e-02       1
## 1700048O20Rik   7.165327e-07  2.6858907 0.041 0.006  2.859324e-02       1
## Ift52           7.181469e-07  0.4221583 0.416 0.250  2.865765e-02       1
## Sod2            7.303431e-07  0.2105982 0.853 0.593  2.914434e-02       1
## Usp53           7.329835e-07  0.3268666 0.437 0.256  2.924971e-02       1
## Sh3glb11        7.411908e-07  0.1758845 0.984 0.803  2.957722e-02       1
## Gm53687         7.467092e-07  1.4109290 0.053 0.010  2.979743e-02       1
## Cep112it        7.544403e-07  2.6995670 0.049 0.008  3.010594e-02       1
## Frs3            7.672467e-07  0.6904603 0.224 0.106  3.061698e-02       1
## Ggnbp2os        7.692586e-07  0.3958676 0.412 0.244  3.069726e-02       1
## Eml1            7.712425e-07  0.3375445 0.392 0.218  3.077643e-02       1
## Pink1           7.864864e-07  0.2318234 0.678 0.427  3.138474e-02       1
## 4930517O19Rik   7.930132e-07  2.4815536 0.049 0.008  3.164519e-02       1
## Cap11           8.000436e-07  0.1387373 0.743 0.492  3.192574e-02       1
## Ciao2a1         8.029899e-07  0.1619375 0.788 0.507  3.204331e-02       1
## Tada3           8.083402e-07  0.4241310 0.396 0.232  3.225681e-02       1
## Tmem60          8.139101e-07  0.4123022 0.441 0.254  3.247908e-02       1
## Skic3           8.147567e-07  0.3505257 0.327 0.179  3.251287e-02       1
## Paupar          8.156193e-07  0.1292038 0.367 0.198  3.254729e-02       1
## Siah1a          8.184823e-07  0.2646002 0.510 0.311  3.266154e-02       1
## Tmx3            8.203822e-07  0.2132478 0.604 0.385  3.273735e-02       1
## Galnt11         8.278997e-07  0.2969315 0.457 0.259  3.303734e-02       1
## Brix1           8.346391e-07  0.2720065 0.449 0.266  3.330627e-02       1
## Cops5           8.458979e-07  0.3227447 0.714 0.487  3.375556e-02       1
## Rab431          8.566254e-07  0.2914184 0.604 0.387  3.418364e-02       1
## Angel1          8.569259e-07  0.8194770 0.155 0.061  3.419563e-02       1
## Sdc1            8.641001e-07  0.3324053 0.310 0.164  3.448191e-02       1
## Gm11963         8.656408e-07  0.5763066 0.208 0.093  3.454340e-02       1
## Ankrd2          8.659312e-07  2.3092275 0.045 0.007  3.455499e-02       1
## Cox6c1          8.674544e-07  0.1175436 1.000 0.871  3.461577e-02       1
## Map3k12         8.784051e-07  0.3690312 0.237 0.111  3.505276e-02       1
## Terf1           8.797113e-07  0.4588865 0.363 0.200  3.510488e-02       1
## 1810019D21Rik   8.809955e-07  0.5489444 0.286 0.150  3.515613e-02       1
## Mkrn11          8.854252e-07  0.2125421 0.922 0.642  3.533289e-02       1
## Bola11          8.914790e-07  0.3287899 0.531 0.312  3.557447e-02       1
## Snx24           8.970054e-07  0.4451471 0.420 0.249  3.579500e-02       1
## Golga3          9.073405e-07  0.2160158 0.510 0.307  3.620742e-02       1
## Nup88           9.132703e-07  0.2748030 0.527 0.331  3.644405e-02       1
## Ripor1          9.135075e-07  0.6013074 0.282 0.150  3.645352e-02       1
## Golt1a          9.176999e-07  0.1182772 0.735 0.486  3.662082e-02       1
## Babam21         9.212450e-07  0.4777365 0.408 0.242  3.676228e-02       1
## Trafd1          9.215162e-07  0.2330666 0.629 0.403  3.677311e-02       1
## Notch1          9.287797e-07  1.0253954 0.171 0.075  3.706295e-02       1
## Dancr           9.292212e-07  0.4753176 0.212 0.098  3.708057e-02       1
## Ddx50           9.299844e-07  0.1395410 0.739 0.506  3.711103e-02       1
## Slain1          9.405403e-07  1.0589715 0.180 0.080  3.753226e-02       1
## Emc6            9.499277e-07  0.2402421 0.673 0.435  3.790687e-02       1
## Cct21           9.537818e-07  0.1806985 0.922 0.668  3.806066e-02       1
## 2610029K11Rik   9.614485e-07  1.9626461 0.098 0.031  3.836660e-02       1
## Comt            9.628685e-07  0.2383252 0.837 0.570  3.842327e-02       1
## Ube2j1          9.733178e-07  0.2296740 0.510 0.320  3.884025e-02       1
## Faf21           9.810887e-07  0.3276723 0.722 0.475  3.915034e-02       1
## Pafah1b21       9.988633e-07  0.3219660 0.722 0.481  3.985964e-02       1
## Picalm          9.990130e-07  0.1710518 0.808 0.565  3.986561e-02       1
## Tmem260         1.002428e-06  0.3447472 0.314 0.168  4.000190e-02       1
## Hnrnpr          1.002754e-06  0.2434710 0.837 0.592  4.001492e-02       1
## Zfp3261         1.033025e-06  0.2083859 0.755 0.535  4.122285e-02       1
## Rsl1d11         1.070267e-06  0.1271685 0.604 0.363  4.270902e-02       1
## Gm49870         1.079233e-06  1.1477622 0.102 0.033  4.306679e-02       1
## Zfp949          1.079687e-06  0.3879662 0.367 0.206  4.308490e-02       1
## Cd59b1          1.081393e-06  0.4519525 0.290 0.147  4.315300e-02       1
## Fh1             1.083675e-06  0.1446101 0.592 0.352  4.324405e-02       1
## Ddx11           1.087871e-06  0.1704561 0.878 0.618  4.341150e-02       1
## Gm53710         1.098624e-06  1.3976617 0.110 0.037  4.384060e-02       1
## Tmem87b         1.103110e-06  0.2196725 0.694 0.454  4.401961e-02       1
## Sertad3         1.125430e-06  0.5835303 0.241 0.119  4.491027e-02       1
## Pigf            1.125925e-06  0.4955174 0.420 0.249  4.493004e-02       1
## Gga2            1.129365e-06  0.7171143 0.212 0.101  4.506730e-02       1
## Kctd201         1.129495e-06  0.1858365 0.543 0.336  4.507250e-02       1
## Mdp1            1.130825e-06  0.3447564 0.608 0.389  4.512555e-02       1
## Ildr1           1.144175e-06  0.1551596 0.563 0.337  4.565831e-02       1
## Tomm70a1        1.145027e-06  0.2649529 0.743 0.492  4.569230e-02       1
## Nsfl1c1         1.170861e-06  0.2383947 0.702 0.451  4.672319e-02       1
## Adgb            1.174840e-06  0.1194262 0.265 0.130  4.688199e-02       1
## Dtx3            1.177999e-06  0.1885890 0.380 0.203  4.700804e-02       1
## Cfap68          1.192157e-06  0.2028653 0.531 0.326  4.757301e-02       1
## 4930579K19Rik   1.210807e-06  0.6444434 0.241 0.119  4.831727e-02       1
## Usp48           1.214951e-06  0.1058302 0.739 0.504  4.848263e-02       1
## Mrps211         1.217346e-06  0.1975405 0.918 0.627  4.857820e-02       1
## Gm17202         1.217399e-06  0.4651274 0.147 0.058  4.858031e-02       1
## Cfl2            1.229168e-06  0.1814644 0.624 0.403  4.904994e-02       1
## Enc1            1.232548e-06  0.4471785 0.343 0.191  4.918484e-02       1
## Mrps26          1.233857e-06  0.2856770 0.629 0.396  4.923708e-02       1
## Gm17576         1.244102e-06  3.7643982 0.024 0.001  4.964588e-02       1
## Gm36620         1.259197e-06  3.5944510 0.024 0.001  5.024824e-02       1
## Usf1            1.266344e-06  0.3615170 0.461 0.283  5.053345e-02       1
## Sae1            1.275676e-06  0.1088166 0.494 0.294  5.090585e-02       1
## Wdr77           1.282905e-06  0.3813139 0.355 0.197  5.119431e-02       1
## Mrpl14          1.286674e-06  0.1155920 0.841 0.556  5.134472e-02       1
## Rtn41           1.289278e-06  0.1376379 0.939 0.718  5.144864e-02       1
## Add3            1.293383e-06  0.1407290 0.792 0.505  5.161244e-02       1
## Mov10           1.294922e-06  0.1701312 0.596 0.370  5.167385e-02       1
## Vegfd           1.297709e-06  3.2104039 0.024 0.001  5.178508e-02       1
## Plod3           1.298443e-06  0.6157896 0.310 0.171  5.181438e-02       1
## Adgrb3          1.305546e-06  3.2851816 0.024 0.001  5.209782e-02       1
## Oprl1           1.305546e-06  2.4565924 0.024 0.001  5.209782e-02       1
## Gm46119         1.313429e-06  2.2661088 0.024 0.001  5.241239e-02       1
## Crhbp           1.313429e-06  2.8385124 0.024 0.001  5.241239e-02       1
## Gm53575         1.317862e-06  3.7491288 0.016 0.000  5.258929e-02       1
## Gm53488         1.317862e-06  3.7657124 0.016 0.000  5.258929e-02       1
## Usp13           1.317862e-06  3.9568303 0.016 0.000  5.258929e-02       1
## Gm16499         1.317862e-06  3.7750281 0.016 0.000  5.258929e-02       1
## Ccdc179         1.317862e-06  4.1930921 0.016 0.000  5.258929e-02       1
## 9130015A21Rik   1.317862e-06  3.7754471 0.016 0.000  5.258929e-02       1
## Gm34766         1.317862e-06  4.0286387 0.016 0.000  5.258929e-02       1
## Adamts10        1.317862e-06  3.7876176 0.016 0.000  5.258929e-02       1
## Cyp2c37         1.317862e-06  4.0755825 0.016 0.000  5.258929e-02       1
## Tlr8            1.317862e-06  3.7343190 0.016 0.000  5.258929e-02       1
## Slc25a47        1.318378e-06  1.0055864 0.135 0.051  5.260986e-02       1
## Uevld           1.321096e-06  0.7026937 0.249 0.125  5.271834e-02       1
## B9d2            1.321860e-06  0.5645950 0.278 0.142  5.274883e-02       1
## Stx1a1          1.330630e-06  0.3053102 0.576 0.363  5.309878e-02       1
## Extl3           1.353995e-06  0.4220720 0.347 0.196  5.403116e-02       1
## Bbln1           1.365029e-06  0.2528196 0.747 0.503  5.447149e-02       1
## Psmb41          1.365768e-06  0.1839893 0.976 0.749  5.450097e-02       1
## 2810408B13Rik   1.369015e-06  0.8952476 0.135 0.052  5.463053e-02       1
## Spryd3          1.405819e-06  0.2023523 0.371 0.213  5.609919e-02       1
## Ppp2r5a         1.407096e-06  0.2161858 0.698 0.463  5.615018e-02       1
## BC005624        1.434026e-06  0.2518104 0.563 0.363  5.722481e-02       1
## Enpp1           1.439679e-06  0.1517538 0.163 0.068  5.745039e-02       1
## Bbip1           1.450192e-06  0.2604045 0.682 0.453  5.786991e-02       1
## Gm39874         1.453337e-06  1.7190292 0.094 0.029  5.799540e-02       1
## Arf5            1.472225e-06  0.2250099 0.996 0.834  5.874912e-02       1
## Trim34a         1.476351e-06  0.7271752 0.151 0.061  5.891379e-02       1
## Trmt12          1.479986e-06  0.6575910 0.208 0.097  5.905884e-02       1
## Gm19531         1.488668e-06  0.6680127 0.143 0.055  5.940529e-02       1
## Mkrn2           1.490513e-06  0.4080928 0.286 0.150  5.947894e-02       1
## Camk2g          1.497947e-06  0.7956967 0.237 0.118  5.977556e-02       1
## Osgep1          1.512707e-06  0.3051996 0.608 0.389  6.036456e-02       1
## Acp21           1.513439e-06  0.1908013 0.580 0.359  6.039376e-02       1
## Actr8           1.535127e-06  0.4507977 0.327 0.182  6.125923e-02       1
## Gm35685         1.540090e-06  0.2397363 0.400 0.218  6.145730e-02       1
## Rnf411          1.545079e-06  0.1934574 0.494 0.296  6.165638e-02       1
## Pals2           1.547685e-06  0.1773287 0.527 0.316  6.176038e-02       1
## Phtf2           1.548093e-06  0.6566005 0.143 0.056  6.177667e-02       1
## Cdkn2aipnl      1.555328e-06  0.4326152 0.351 0.199  6.206535e-02       1
## Uqcrb1          1.557552e-06  0.1227122 0.988 0.774  6.215413e-02       1
## Ccdc1481        1.559565e-06  0.5662491 0.192 0.086  6.223444e-02       1
## Mid1            1.561786e-06  0.5503712 0.188 0.085  6.232308e-02       1
## Znhit3          1.571061e-06  0.7042544 0.294 0.160  6.269321e-02       1
## Fam210b         1.578007e-06  0.3063875 0.339 0.191  6.297037e-02       1
## Nipa1           1.613612e-06  0.2188123 0.155 0.061  6.439117e-02       1
## Speer4c1        1.617908e-06  2.3175696 0.053 0.010  6.456262e-02       1
## Gorasp1         1.635346e-06  0.6997876 0.208 0.099  6.525849e-02       1
## Ergic11         1.636768e-06  0.4212578 0.514 0.320  6.531522e-02       1
## Ube2q2          1.637036e-06  0.4380788 0.465 0.286  6.532594e-02       1
## E2f5            1.643638e-06  0.5405930 0.343 0.198  6.558938e-02       1
## Tmem2231        1.643771e-06  0.2038465 0.824 0.542  6.559470e-02       1
## Kptn            1.651352e-06  0.6900082 0.290 0.154  6.589720e-02       1
## Rtn21           1.652412e-06  0.3718708 0.494 0.293  6.593952e-02       1
## Phlda2          1.659983e-06  2.0257697 0.053 0.010  6.624164e-02       1
## Smpd1           1.685588e-06  0.4925625 0.347 0.191  6.726340e-02       1
## Ficd            1.695963e-06  0.2912818 0.278 0.140  6.767739e-02       1
## Capns11         1.704389e-06  0.1745488 0.939 0.702  6.801364e-02       1
## Prrx21          1.709582e-06  0.3103053 0.400 0.230  6.822087e-02       1
## Inpp5e          1.710539e-06  0.6317556 0.208 0.099  6.825906e-02       1
## Dpp81           1.719322e-06  0.1670313 0.767 0.518  6.860955e-02       1
## Slc35b21        1.747290e-06  0.2507186 0.559 0.345  6.972560e-02       1
## Zbtb33          1.762368e-06  0.2875696 0.424 0.242  7.032730e-02       1
## Slc16a12        1.764134e-06  1.8587570 0.078 0.022  7.039776e-02       1
## Anxa7           1.781768e-06  0.3568960 0.576 0.362  7.110144e-02       1
## Prmt21          1.786432e-06  0.2922390 0.547 0.333  7.128756e-02       1
## Ube2r21         1.805356e-06  0.2090658 0.927 0.690  7.204273e-02       1
## Ecscr           1.808926e-06  2.6623740 0.065 0.016  7.218520e-02       1
## Tsr31           1.825560e-06  0.3681146 0.429 0.261  7.284897e-02       1
## Olah            1.841884e-06  3.5834752 0.020 0.001  7.350040e-02       1
## C1ql4           1.841884e-06  3.5954823 0.020 0.001  7.350040e-02       1
## Gm4265          1.854554e-06  3.5711718 0.020 0.001  7.400597e-02       1
## Insc            1.864530e-06  0.9057799 0.184 0.084  7.440408e-02       1
## Hpcal4          1.867307e-06  2.8287764 0.020 0.001  7.451489e-02       1
## Gm31889         1.867307e-06  3.2099399 0.020 0.001  7.451489e-02       1
## LOC118568708    1.879083e-06  0.2867782 0.400 0.227  7.498480e-02       1
## Nifk            1.882308e-06  0.2123788 0.461 0.277  7.511350e-02       1
## Pigk            1.888954e-06  0.4139448 0.506 0.324  7.537870e-02       1
## Ercc5           1.909003e-06  0.3630489 0.294 0.157  7.617878e-02       1
## Tmem1601        1.944764e-06  0.1857578 0.902 0.644  7.760579e-02       1
## Mark3           1.946293e-06  0.1912058 0.841 0.614  7.766682e-02       1
## Ice1            1.948466e-06  0.3574806 0.408 0.238  7.775354e-02       1
## Fank1           1.971700e-06  1.2965938 0.086 0.025  7.868067e-02       1
## Ssu721          1.974231e-06  0.2270321 0.873 0.614  7.878169e-02       1
## Nit1            1.995932e-06  0.2819307 0.608 0.400  7.964765e-02       1
## Acap21          2.010390e-06  0.1532217 0.637 0.419  8.022460e-02       1
## Gm44148         2.024649e-06  0.8761613 0.131 0.049  8.079363e-02       1
## Parl            2.034868e-06  0.2207957 0.612 0.391  8.120142e-02       1
## Armh4           2.041800e-06  3.1971124 0.037 0.005  8.147805e-02       1
## Oxld1           2.082765e-06  0.5762942 0.269 0.147  8.311274e-02       1
## Rad1            2.089592e-06  0.6636559 0.224 0.108  8.338518e-02       1
## Atp6v0b1        2.095659e-06  0.1756658 0.992 0.857  8.362726e-02       1
## Bbc3            2.101438e-06  0.2867723 0.339 0.187  8.385790e-02       1
## Tle51           2.108204e-06  0.1775549 1.000 0.894  8.412790e-02       1
## Gm53915         2.111765e-06  0.4457762 0.069 0.017  8.426998e-02       1
## Cnep1r11        2.121535e-06  0.2501852 0.604 0.403  8.465987e-02       1
## Morf4l1b1       2.149447e-06  0.4321550 0.478 0.303  8.577368e-02       1
## Maip1           2.170722e-06  0.3423875 0.371 0.212  8.662264e-02       1
## Dok41           2.171752e-06  0.4906470 0.551 0.371  8.666377e-02       1
## 2510022D24Rik1  2.178252e-06  0.2816250 0.690 0.464  8.692313e-02       1
## Dync1li2        2.209665e-06  0.1170325 0.682 0.456  8.817666e-02       1
## Gm57842         2.210140e-06  2.1620736 0.065 0.016  8.819563e-02       1
## P4ha11          2.215155e-06  0.2028430 0.412 0.233  8.839577e-02       1
## 5033403F01Rik   2.219954e-06  2.0502618 0.049 0.009  8.858727e-02       1
## Cfap144         2.222886e-06  0.1220775 0.980 0.746  8.870428e-02       1
## Mettl1          2.235585e-06  0.2189345 0.310 0.160  8.921103e-02       1
## Bmf             2.236606e-06  0.3540022 0.208 0.099  8.925175e-02       1
## Ncbp21          2.241063e-06  0.3234785 0.498 0.299  8.942962e-02       1
## Susd6           2.241261e-06  0.1177210 0.633 0.402  8.943752e-02       1
## Exosc41         2.245619e-06  0.2896916 0.624 0.403  8.961144e-02       1
## Gm26559         2.254060e-06  0.6035440 0.139 0.053  8.994825e-02       1
## Bcl6            2.256957e-06  0.9903191 0.139 0.055  9.006387e-02       1
## Gm36416         2.257563e-06  2.7151912 0.037 0.005  9.008805e-02       1
## Dip2c           2.306863e-06  0.3822348 0.355 0.201  9.205537e-02       1
## Ace31           2.353516e-06  0.8831999 0.188 0.085  9.391704e-02       1
## Ccdc591         2.354143e-06  0.2725705 0.722 0.470  9.394208e-02       1
## Atrnl11         2.365590e-06  0.2556255 0.469 0.280  9.439885e-02       1
## Gca             2.373419e-06  0.3036306 0.331 0.188  9.471130e-02       1
## Gm53314         2.393363e-06  2.3782439 0.037 0.005  9.550715e-02       1
## Mllt6           2.404068e-06  0.2080331 0.482 0.290  9.593434e-02       1
## Gm11655         2.407320e-06  2.5554655 0.041 0.006  9.606411e-02       1
## 1810044D09Rik   2.410880e-06  0.8365818 0.204 0.099  9.620615e-02       1
## Ppp1r3c         2.413392e-06  2.3335947 0.037 0.005  9.630641e-02       1
## Mterf4          2.416575e-06  0.4439344 0.286 0.155  9.643341e-02       1
## Cd200l11        2.421529e-06  0.1719348 0.947 0.734  9.663113e-02       1
## Atg5            2.427558e-06  0.1222480 0.649 0.408  9.687171e-02       1
## Mrpl50          2.443828e-06  0.3275254 0.518 0.317  9.752097e-02       1
## Evi5            2.459334e-06  0.3973561 0.535 0.342  9.813973e-02       1
## Tmem131l        2.473450e-06  0.3931332 0.400 0.237  9.870302e-02       1
## Coro7           2.474505e-06  0.1522124 0.261 0.133  9.874512e-02       1
## Nsa2            2.505048e-06  0.1617273 0.971 0.741  9.996396e-02       1
## Sall4           2.505531e-06  2.1730395 0.037 0.005  9.998320e-02       1
## Rnf61           2.513818e-06  0.1284173 0.873 0.645  1.003139e-01       1
## Vasp1           2.523033e-06  0.1032200 0.931 0.692  1.006816e-01       1
## Usp37           2.541930e-06  0.2286756 0.355 0.194  1.014357e-01       1
## Rnf1411         2.546226e-06  0.1907766 0.727 0.505  1.016072e-01       1
## Particl         2.554870e-06  0.8595861 0.131 0.051  1.019521e-01       1
## Mllt111         2.562708e-06  0.7075172 0.261 0.136  1.022649e-01       1
## Heatr5b         2.578518e-06  0.6420664 0.273 0.143  1.028958e-01       1
## Bet1            2.586050e-06  0.1875130 0.555 0.342  1.031963e-01       1
## Ints11          2.600938e-06  0.2499526 0.384 0.220  1.037904e-01       1
## Stx6            2.606362e-06  0.5087388 0.290 0.155  1.040069e-01       1
## Ube2n1          2.630730e-06  0.2470100 0.869 0.628  1.049793e-01       1
## Traf5           2.663873e-06  1.3304317 0.090 0.028  1.063018e-01       1
## Tmem86b1        2.685325e-06  0.1024774 0.722 0.475  1.071579e-01       1
## Zc3h14          2.690457e-06  0.2411992 0.694 0.454  1.073627e-01       1
## Lrrc24          2.711247e-06  0.5758703 0.188 0.085  1.081923e-01       1
## Nab1            2.728101e-06  0.3820159 0.420 0.252  1.088649e-01       1
## 4632428C04Rik   2.739685e-06  1.4420503 0.065 0.016  1.093271e-01       1
## Gm30084         2.740916e-06  1.9527359 0.041 0.006  1.093763e-01       1
## Zfp821          2.760411e-06  0.2405629 0.355 0.198  1.101542e-01       1
## Egln11          2.789294e-06  0.1804301 0.612 0.393  1.113068e-01       1
## Ccdc88c         2.815927e-06  0.4271167 0.314 0.177  1.123696e-01       1
## Noa1            2.836779e-06  0.6547856 0.265 0.141  1.132017e-01       1
## Pycr3           2.843299e-06  0.1587775 0.494 0.284  1.134618e-01       1
## 1110019D14Rik   2.857740e-06  0.2299457 0.147 0.061  1.140381e-01       1
## Dcaf6           2.877180e-06  0.1540517 0.416 0.241  1.148139e-01       1
## Got2            2.889647e-06  0.3562697 0.547 0.343  1.153114e-01       1
## Grn1            2.896128e-06  0.2132699 0.682 0.449  1.155700e-01       1
## Zfp955b         2.896234e-06  0.1566966 0.318 0.173  1.155742e-01       1
## Bbs5            2.898856e-06  0.9604075 0.118 0.043  1.156788e-01       1
## Rtf2            2.933709e-06  0.2198310 0.682 0.439  1.170696e-01       1
## Zcchc171        2.954202e-06  0.2727466 0.653 0.416  1.178874e-01       1
## R3hdm41         2.966277e-06  0.2208507 0.780 0.530  1.183693e-01       1
## Arfip11         2.983431e-06  0.1129855 0.600 0.404  1.190538e-01       1
## Ints10          2.984009e-06  0.3701686 0.367 0.210  1.190769e-01       1
## Lgmn            3.017549e-06  0.3358647 0.404 0.240  1.204153e-01       1
## 1110059G10Rik   3.019054e-06  0.3324827 0.494 0.301  1.204754e-01       1
## Ssr31           3.030146e-06  0.2242994 0.902 0.667  1.209180e-01       1
## Zc2hc1a         3.038003e-06  0.2298520 0.327 0.176  1.212315e-01       1
## Dtwd1           3.067200e-06  0.4424270 0.171 0.078  1.223966e-01       1
## Dgcr2           3.081340e-06  0.3385357 0.543 0.342  1.229609e-01       1
## Zbtb16          3.107026e-06  0.8977466 0.155 0.066  1.239859e-01       1
## Gm26588         3.125419e-06  1.0949180 0.090 0.028  1.247199e-01       1
## Zbtb41          3.157546e-06  0.3584117 0.424 0.266  1.260019e-01       1
## Col8a1          3.170158e-06  0.3384294 0.208 0.099  1.265052e-01       1
## Mfap31          3.193545e-06  0.1571567 0.510 0.310  1.274384e-01       1
## Triqk1          3.195863e-06  0.2975070 0.376 0.210  1.275309e-01       1
## Slc49a4         3.199614e-06  0.3197412 0.347 0.198  1.276806e-01       1
## Atp2c11         3.215369e-06  0.1901486 0.714 0.526  1.283093e-01       1
## Lman2l          3.216157e-06  0.4606973 0.298 0.164  1.283408e-01       1
## Cbln31          3.273114e-06  0.4799542 0.208 0.096  1.306136e-01       1
## Cog5            3.294510e-06  0.1706274 0.547 0.338  1.314674e-01       1
## Uba7            3.313110e-06  0.2660510 0.310 0.169  1.322097e-01       1
## Mindy11         3.330961e-06  0.1565188 0.624 0.402  1.329220e-01       1
## Gm30871         3.336427e-06  1.0217242 0.082 0.024  1.331401e-01       1
## Vamp81          3.431503e-06  0.2060522 0.976 0.790  1.369341e-01       1
## Polr1h1         3.445041e-06  0.2724243 0.588 0.395  1.374744e-01       1
## Zkscan8         3.446898e-06  0.3706088 0.294 0.159  1.375485e-01       1
## Lama5           3.485421e-06  1.8376735 0.078 0.022  1.390857e-01       1
## Cpt1c           3.497718e-06  0.2254564 0.180 0.078  1.395764e-01       1
## Fuom            3.510414e-06  0.2322659 0.559 0.345  1.400831e-01       1
## Grsf11          3.531924e-06  0.4002234 0.551 0.357  1.409414e-01       1
## Jmjd8           3.567791e-06  0.4613937 0.400 0.239  1.423727e-01       1
## 1110038F14Rik   3.577814e-06  0.1702345 0.633 0.415  1.427727e-01       1
## Ufl1            3.632786e-06  0.1652194 0.686 0.456  1.449663e-01       1
## Ttc1            3.635843e-06  0.1744810 0.522 0.325  1.450883e-01       1
## Kdm7a1          3.650116e-06  0.1574633 0.931 0.702  1.456579e-01       1
## Tmem231         3.670856e-06  1.5227504 0.073 0.020  1.464855e-01       1
## Mnat1           3.686368e-06  0.4336347 0.339 0.194  1.471045e-01       1
## Tmem167         3.739429e-06  0.1869324 0.865 0.624  1.492219e-01       1
## Wbp21           3.760412e-06  0.1874724 0.849 0.584  1.500592e-01       1
## Acot13          3.772055e-06  0.2470228 0.563 0.363  1.505239e-01       1
## Coprs1          3.786475e-06  0.3258852 0.498 0.322  1.510993e-01       1
## Tor2a           3.794457e-06  0.3116642 0.543 0.335  1.514178e-01       1
## Ipo4            3.796129e-06  0.4472285 0.233 0.117  1.514845e-01       1
## Gpn3            3.825791e-06  0.6744648 0.306 0.173  1.526682e-01       1
## Vkorc1l11       3.832554e-06  0.2727401 0.445 0.271  1.529381e-01       1
## Gm36180         3.891971e-06  3.5175146 0.029 0.003  1.553091e-01       1
## Gm53213         3.894020e-06  1.4498658 0.086 0.027  1.553909e-01       1
## Tmem175         3.925442e-06  0.6559024 0.245 0.129  1.566448e-01       1
## Mapk1ip1        3.931609e-06  0.1142400 0.359 0.203  1.568909e-01       1
## Gm36026         3.935150e-06  0.9464962 0.090 0.028  1.570322e-01       1
## Nln             3.951292e-06  0.6666632 0.282 0.152  1.576763e-01       1
## Gm458711        3.976485e-06  0.1605684 0.514 0.317  1.586816e-01       1
## Psmd31          3.987407e-06  0.1345172 0.714 0.472  1.591175e-01       1
## Gm46915         3.988859e-06  2.5293341 0.029 0.003  1.591754e-01       1
## Ambp1           4.016880e-06  0.1298674 0.894 0.725  1.602936e-01       1
## Khdrbs3         4.034943e-06  0.2738409 0.547 0.338  1.610144e-01       1
## Tcea2           4.056611e-06  1.9820316 0.053 0.011  1.618791e-01       1
## Nectin4         4.068029e-06  2.8537423 0.029 0.003  1.623347e-01       1
## Cdc371          4.098049e-06  0.2527959 0.886 0.640  1.635326e-01       1
## Pycr1           4.133683e-06  1.8143598 0.065 0.017  1.649546e-01       1
## Ift88           4.185610e-06  0.2380890 0.265 0.138  1.670268e-01       1
## Zfyve27         4.186475e-06  0.2408924 0.449 0.272  1.670613e-01       1
## 0610009E02Rik   4.242078e-06  0.8135614 0.135 0.053  1.692801e-01       1
## Impa11          4.258525e-06  0.2030890 0.861 0.620  1.699365e-01       1
## Urod            4.274013e-06  0.3677814 0.461 0.287  1.705545e-01       1
## Jade31          4.448943e-06  0.2578776 0.453 0.276  1.775351e-01       1
## Coa6            4.451655e-06  0.2272236 0.518 0.319  1.776433e-01       1
## Ptk71           4.464711e-06  0.6782516 0.163 0.070  1.781643e-01       1
## Kcnd1           4.542115e-06  0.2911106 0.167 0.073  1.812531e-01       1
## Abhd17b         4.557759e-06  0.2663859 0.584 0.378  1.818774e-01       1
## Mid1ip11        4.690986e-06  0.1204693 0.922 0.699  1.871938e-01       1
## Mesd            4.740346e-06  0.1597252 0.518 0.308  1.891635e-01       1
## Zfp51           4.783173e-06  0.6506044 0.229 0.115  1.908725e-01       1
## Edc3            4.791082e-06  0.4880992 0.282 0.150  1.911881e-01       1
## A430046D13Rik   4.888223e-06  1.1027775 0.086 0.027  1.950645e-01       1
## Ptcra           4.913590e-06  0.9912259 0.122 0.047  1.960768e-01       1
## Slc25a13        5.034072e-06  0.1436755 0.927 0.667  2.008846e-01       1
## Usp19           5.071350e-06  0.1257201 0.714 0.477  2.023722e-01       1
## Gnl3l1          5.077429e-06  0.1646133 0.727 0.505  2.026148e-01       1
## Gm5113          5.084087e-06  0.7750746 0.143 0.058  2.028805e-01       1
## Dusp7           5.165359e-06  1.4827445 0.086 0.027  2.061237e-01       1
## Hspa51          5.186139e-06  0.1446050 0.988 0.890  2.069529e-01       1
## Ttc22           5.198150e-06  0.2806617 0.371 0.215  2.074322e-01       1
## Mterf2          5.198219e-06  0.2422943 0.335 0.190  2.074349e-01       1
## Itga3           5.225324e-06  0.1006629 0.400 0.233  2.085165e-01       1
## Ubxn10          5.334712e-06  0.5547338 0.196 0.093  2.128817e-01       1
## 2310057M21Rik   5.340118e-06  0.3650960 0.220 0.110  2.130974e-01       1
## Ube2w1          5.359061e-06  0.2531742 0.633 0.430  2.138533e-01       1
## Cnpy4           5.360741e-06  0.5281981 0.282 0.152  2.139204e-01       1
## Gm17753         5.381073e-06  0.7663776 0.151 0.064  2.147317e-01       1
## Ccdc171         5.415156e-06  0.8341579 0.110 0.041  2.160918e-01       1
## Wdr47           5.429649e-06  0.1742631 0.298 0.154  2.166702e-01       1
## Tasp1           5.517645e-06  0.5475920 0.200 0.094  2.201816e-01       1
## B330016D10Rik   5.576241e-06  0.2771499 0.290 0.155  2.225199e-01       1
## Nova2           5.586712e-06  0.5195995 0.192 0.088  2.229377e-01       1
## Cryzl1          5.643284e-06  0.3098947 0.571 0.365  2.251953e-01       1
## Gm31356         5.676797e-06  1.1560570 0.065 0.017  2.265326e-01       1
## Mgat4b          5.679126e-06  0.1815415 0.661 0.431  2.266255e-01       1
## Pfdn41          5.753182e-06  0.3906966 0.469 0.293  2.295807e-01       1
## Mrpl551         5.757848e-06  0.1056902 0.547 0.328  2.297669e-01       1
## Ric8a           5.760030e-06  0.1407335 0.547 0.344  2.298540e-01       1
## H2aj1           5.817251e-06  0.1704482 0.996 0.827  2.321374e-01       1
## Gar1            5.836504e-06  0.2618265 0.253 0.127  2.329057e-01       1
## Eif4ebp1        5.853407e-06  0.7796323 0.249 0.131  2.335802e-01       1
## Trim13          5.865639e-06  1.1521394 0.122 0.048  2.340683e-01       1
## G3bp21          5.866501e-06  0.1541136 0.922 0.697  2.341027e-01       1
## Chst15          5.871918e-06  1.2943338 0.045 0.008  2.343189e-01       1
## Ccdc90b         5.905296e-06  0.3716813 0.335 0.197  2.356508e-01       1
## Cyp20a11        5.912121e-06  0.3522305 0.416 0.244  2.359232e-01       1
## Lpcat1          5.929419e-06  0.4224174 0.253 0.129  2.366135e-01       1
## Cdr2            5.948657e-06  0.3524594 0.245 0.127  2.373812e-01       1
## Ykt61           5.949855e-06  0.1202345 0.682 0.484  2.374290e-01       1
## Afap1           5.958055e-06  0.7322488 0.171 0.078  2.377562e-01       1
## Mpg             6.023791e-06  0.4570887 0.310 0.175  2.403794e-01       1
## Mettl25         6.037678e-06  0.6035055 0.233 0.119  2.409335e-01       1
## Sdr39u1         6.089796e-06  0.5577495 0.253 0.134  2.430133e-01       1
## Ndufb8          6.104795e-06  0.1199383 0.959 0.729  2.436118e-01       1
## Zfp523          6.184278e-06  0.3265809 0.306 0.173  2.467836e-01       1
## Rnf21           6.228038e-06  0.2984704 0.408 0.235  2.485298e-01       1
## Dr11            6.229313e-06  0.3715316 0.490 0.308  2.485807e-01       1
## Tdrd3           6.268148e-06  0.2134474 0.445 0.279  2.501305e-01       1
## Apoa2           6.268577e-06  0.9094565 0.147 0.062  2.501476e-01       1
## Gm32164         6.319418e-06  2.0574341 0.033 0.004  2.521764e-01       1
## Gm35574         6.346500e-06  2.5232004 0.033 0.004  2.532571e-01       1
## Atxn3           6.371981e-06  0.2113580 0.469 0.289  2.542739e-01       1
## Mrps28          6.407561e-06  0.3328307 0.441 0.256  2.556937e-01       1
## Ppp3cc          6.407749e-06  0.3113536 0.212 0.103  2.557012e-01       1
## Prkch           6.411580e-06  2.7627732 0.041 0.007  2.558541e-01       1
## Akr1b10         6.467780e-06  0.4180312 0.094 0.032  2.580968e-01       1
## Cuedc21         6.480872e-06  0.2644308 0.653 0.427  2.586192e-01       1
## Alad            6.493933e-06  0.3023936 0.506 0.310  2.591404e-01       1
## Ddx421          6.537151e-06  0.2694407 0.743 0.526  2.608650e-01       1
## Tmx21           6.555863e-06  0.2961654 0.498 0.308  2.616117e-01       1
## Gm9902          6.577100e-06  0.8106886 0.122 0.048  2.624592e-01       1
## Cers51          6.595728e-06  0.3317725 0.441 0.267  2.632025e-01       1
## Zfp788          6.612713e-06  0.3517836 0.245 0.124  2.638803e-01       1
## Dnajb3          6.621162e-06  1.4568746 0.082 0.025  2.642175e-01       1
## Pip4k2b         6.621953e-06  0.6056642 0.184 0.086  2.642490e-01       1
## Cstad           6.651824e-06  2.1156004 0.033 0.004  2.654410e-01       1
## Med10           6.661273e-06  0.2303820 0.424 0.255  2.658181e-01       1
## Txlna           6.680775e-06  0.2246691 0.518 0.329  2.665963e-01       1
## Cbx8            6.685590e-06  0.5694751 0.212 0.103  2.667885e-01       1
## Rhbdl1          6.712633e-06  0.6861673 0.167 0.075  2.678676e-01       1
## Snhg12          6.740364e-06  0.3786632 0.302 0.174  2.689742e-01       1
## Gtf3c61         6.789771e-06  0.1797778 0.576 0.356  2.709458e-01       1
## Map4k4          6.796078e-06  0.1541433 0.784 0.578  2.711975e-01       1
## Hpn             6.834762e-06  2.4062623 0.053 0.012  2.727412e-01       1
## Mrpl111         6.869865e-06  0.2130960 0.649 0.426  2.741420e-01       1
## Lsm7            6.906658e-06  0.1287523 0.567 0.347  2.756102e-01       1
## Akap111         6.914683e-06  0.1537697 0.718 0.484  2.759304e-01       1
## Glod41          6.962780e-06  0.2315033 0.767 0.516  2.778497e-01       1
## Stt3a1          7.013903e-06  0.2246436 0.804 0.572  2.798898e-01       1
## Kantr           7.052241e-06  0.3794856 0.273 0.148  2.814197e-01       1
## Stox2           7.238422e-06  1.5787590 0.090 0.030  2.888492e-01       1
## Gjb11           7.253243e-06  0.3665604 0.331 0.187  2.894406e-01       1
## Dph7            7.399563e-06  1.1792674 0.106 0.038  2.952796e-01       1
## Cbarp           7.404283e-06  0.3098585 0.388 0.224  2.954679e-01       1
## Slc38a10        7.497936e-06  0.2059289 0.710 0.465  2.992051e-01       1
## Rit1            7.515291e-06  0.2370848 0.502 0.317  2.998977e-01       1
## Rubcn           7.622088e-06  0.3652060 0.294 0.166  3.041594e-01       1
## Skic81          7.660974e-06  0.1656733 0.710 0.459  3.057112e-01       1
## Arf11           7.692919e-06  0.2113619 0.988 0.827  3.069859e-01       1
## Rab5b1          7.713333e-06  0.1525698 0.624 0.407  3.078006e-01       1
## Rbm101          7.782123e-06  0.3044527 0.645 0.438  3.105456e-01       1
## Zfp280c         7.795762e-06  0.4630497 0.196 0.094  3.110899e-01       1
## Tor1a           7.806376e-06  0.2938959 0.502 0.321  3.115134e-01       1
## Eif4a11         7.809311e-06  0.1313478 1.000 0.813  3.116306e-01       1
## Fam131c         7.832058e-06  0.8763140 0.082 0.025  3.125383e-01       1
## Hopxos          7.860443e-06  0.4237829 0.102 0.036  3.136710e-01       1
## Magohb          7.893261e-06  0.3490577 0.294 0.161  3.149806e-01       1
## Pla2g12b        7.994486e-06  0.2307308 0.518 0.335  3.190200e-01       1
## Gramd4          8.043084e-06  0.4008322 0.233 0.122  3.209593e-01       1
## Tent5a          8.099979e-06  0.1430031 0.955 0.802  3.232296e-01       1
## Slc35a1         8.126045e-06  0.3126003 0.539 0.360  3.242698e-01       1
## Brip1os         8.150475e-06  0.2934067 0.457 0.277  3.252447e-01       1
## Gpc4            8.175784e-06  0.1633839 0.637 0.391  3.262547e-01       1
## Sec23b          8.262619e-06  0.1515447 0.661 0.456  3.297198e-01       1
## Nutf21          8.321188e-06  0.1572988 0.698 0.463  3.320570e-01       1
## Snrpb21         8.375646e-06  0.2029970 0.498 0.305  3.342301e-01       1
## Bckdk           8.453753e-06  0.4030664 0.449 0.277  3.373470e-01       1
## Tusc2           8.473580e-06  0.2887634 0.494 0.317  3.381382e-01       1
## Cep120          8.474221e-06  0.1125886 0.331 0.180  3.381638e-01       1
## Psmg1           8.592115e-06  0.2435017 0.306 0.171  3.428683e-01       1
## Snx31           8.609115e-06  0.1632793 0.963 0.779  3.435468e-01       1
## Smurf1          8.633874e-06  0.3532772 0.298 0.167  3.445348e-01       1
## Tgs1            8.640738e-06  0.1096419 0.539 0.341  3.448086e-01       1
## Gm42250         8.651908e-06  0.6590010 0.053 0.012  3.452544e-01       1
## Ube2l31         8.835927e-06  0.1972566 0.927 0.689  3.525977e-01       1
## Cyb5d1          8.847281e-06  0.6689552 0.229 0.118  3.530508e-01       1
## Dhdds           8.860551e-06  0.2732274 0.433 0.265  3.535803e-01       1
## Mob3a           8.878143e-06  0.5147598 0.212 0.106  3.542823e-01       1
## Xpo7            9.009012e-06  0.2467251 0.514 0.326  3.595046e-01       1
## Rgp1            9.015382e-06  0.3279885 0.331 0.192  3.597588e-01       1
## Bub31           9.043808e-06  0.1905628 0.645 0.428  3.608931e-01       1
## Maneal          9.072737e-06  1.0107819 0.127 0.051  3.620476e-01       1
## B230219D22Rik1  9.087260e-06  0.2231031 0.882 0.667  3.626271e-01       1
## Ppil21          9.116012e-06  0.1370485 0.637 0.430  3.637744e-01       1
## Pou3f4          9.140743e-06  4.3101042 0.024 0.002  3.647614e-01       1
## Ankrd39         9.204680e-06  0.8303943 0.184 0.090  3.673127e-01       1
## Srd5a3          9.230403e-06  0.4787358 0.314 0.177  3.683392e-01       1
## Gm32031         9.242788e-06  0.4284768 0.257 0.134  3.688335e-01       1
## Pnpla6          9.268083e-06  0.1190483 0.539 0.342  3.698429e-01       1
## Atpsckmt        9.292232e-06  0.2857641 0.347 0.203  3.708065e-01       1
## Tmem109         9.351753e-06  0.3249024 0.351 0.204  3.731817e-01       1
## Ddx31           9.386732e-06  0.6610801 0.143 0.061  3.745776e-01       1
## Mettl4          9.430011e-06  0.2298757 0.318 0.175  3.763046e-01       1
## Cyb5611         9.438231e-06  0.1267923 0.763 0.518  3.766326e-01       1
## Exosc5          9.472315e-06  0.2058794 0.457 0.280  3.779927e-01       1
## Mbd4            9.479171e-06  1.0010420 0.163 0.075  3.782663e-01       1
## 1700040D17Rik   9.482003e-06  3.2386222 0.024 0.002  3.783793e-01       1
## A930041C12Rik   9.482003e-06  3.1555015 0.024 0.002  3.783793e-01       1
## Fez1            9.482003e-06  3.0749688 0.024 0.002  3.783793e-01       1
## Uprt1           9.550511e-06  0.3300714 0.380 0.223  3.811131e-01       1
## Pcif11          9.564685e-06  0.2212335 0.616 0.412  3.816787e-01       1
## Capza21         9.603701e-06  0.1774016 0.927 0.704  3.832357e-01       1
## Ufd1            9.677534e-06  0.2702807 0.514 0.331  3.861820e-01       1
## Scoc1           9.719194e-06  0.2293178 0.608 0.409  3.878444e-01       1
## Gm29415         9.733176e-06  1.9671106 0.024 0.002  3.884024e-01       1
## Tead41          9.808094e-06  0.8046503 0.098 0.034  3.913920e-01       1
## Hsd17b8         9.839667e-06  0.2719696 0.486 0.313  3.926519e-01       1
## Pam161          9.970132e-06  0.1814165 0.894 0.633  3.978581e-01       1
## Pgm3            9.971892e-06  0.1762920 0.490 0.307  3.979283e-01       1
## Gm54265         1.006528e-05  1.8939017 0.061 0.016  4.016551e-01       1
## Ier3ip11        1.015996e-05  0.1642751 0.959 0.714  4.054331e-01       1
## Gm39469         1.017177e-05  0.6487049 0.167 0.076  4.059043e-01       1
## Ptch1           1.026866e-05  0.2158596 0.367 0.218  4.097711e-01       1
## Lhpp            1.028848e-05  0.6092301 0.212 0.109  4.105620e-01       1
## Pip4p1          1.030634e-05  0.2187419 0.555 0.341  4.112744e-01       1
## Anapc4          1.030891e-05  0.2596754 0.482 0.303  4.113770e-01       1
## Rnf13           1.035495e-05  0.1762259 0.506 0.312  4.132143e-01       1
## Gemin2          1.047290e-05  0.7333447 0.224 0.118  4.179209e-01       1
## Chpf2           1.051835e-05  0.2642966 0.278 0.149  4.197349e-01       1
## Gm38872         1.053012e-05  0.7843684 0.155 0.068  4.202045e-01       1
## Ccnq            1.054509e-05  0.3002986 0.314 0.179  4.208019e-01       1
## Arap1           1.056107e-05  0.1785306 0.429 0.262  4.214394e-01       1
## Jakmip11        1.061919e-05  0.3218711 0.482 0.312  4.237586e-01       1
## Npr11           1.064189e-05  0.9734319 0.159 0.072  4.246647e-01       1
## Dcaf71          1.090048e-05  0.1888529 0.665 0.465  4.349836e-01       1
## Cradd           1.096718e-05  0.1341939 0.335 0.194  4.376454e-01       1
## Srrm3           1.104916e-05  0.1674816 0.367 0.208  4.409168e-01       1
## 4933434E20Rik   1.110595e-05  0.3822205 0.433 0.266  4.431830e-01       1
## Yif1a1          1.112014e-05  0.1951250 0.682 0.452  4.437493e-01       1
## Cfap119         1.113867e-05  1.0464463 0.102 0.037  4.444885e-01       1
## Dnal4           1.114265e-05  0.5578445 0.233 0.124  4.446474e-01       1
## Fbxo8           1.116722e-05  0.2456536 0.502 0.311  4.456281e-01       1
## Rala1           1.118735e-05  0.1816719 0.939 0.699  4.464313e-01       1
## Tpcn1           1.119461e-05  0.1138642 0.302 0.168  4.467207e-01       1
## Gm53613         1.120566e-05  1.6995521 0.061 0.016  4.471618e-01       1
## 4933421O10Rik   1.125047e-05  0.5935930 0.282 0.157  4.489498e-01       1
## Phka2           1.133395e-05  0.4304737 0.257 0.139  4.522811e-01       1
## Ccm2            1.142915e-05  0.3501247 0.294 0.165  4.560803e-01       1
## Srprb           1.145794e-05  0.4394982 0.433 0.268  4.572291e-01       1
## Sf3b31          1.150189e-05  0.2580892 0.559 0.358  4.589831e-01       1
## Cdk5            1.158420e-05  0.1353620 0.461 0.287  4.622676e-01       1
## Glis2           1.161464e-05  0.1515097 0.233 0.119  4.634824e-01       1
## Gins4           1.166039e-05  0.5104207 0.286 0.163  4.653078e-01       1
## Gpam            1.166664e-05  0.9363847 0.163 0.075  4.655573e-01       1
## Dnajc17         1.170915e-05  0.6536721 0.233 0.124  4.672538e-01       1
## Card6           1.173531e-05  0.4250742 0.224 0.114  4.682974e-01       1
## Malsu1          1.176031e-05  0.3213814 0.531 0.335  4.692952e-01       1
## Mrto4           1.178942e-05  0.3489779 0.306 0.166  4.704569e-01       1
## Tmed91          1.179083e-05  0.1155117 0.780 0.521  4.705131e-01       1
## Zfp513          1.187590e-05  0.1278966 0.310 0.171  4.739077e-01       1
## Nat8f1          1.189597e-05  0.4041545 0.290 0.161  4.747088e-01       1
## Psmb71          1.190317e-05  0.2034094 0.816 0.572  4.749961e-01       1
## Msl11           1.194979e-05  0.1562849 0.804 0.577  4.768565e-01       1
## Yaf2            1.203188e-05  0.2145285 0.396 0.237  4.801322e-01       1
## Eif3e           1.209951e-05  0.1277268 0.918 0.632  4.828310e-01       1
## Senp8           1.211900e-05  0.7974310 0.212 0.110  4.836088e-01       1
## Gm348021        1.216418e-05  0.8015311 0.102 0.036  4.854114e-01       1
## Ralb            1.224794e-05  0.3462314 0.437 0.272  4.887540e-01       1
## Zbtb42          1.230715e-05  0.1039071 0.698 0.474  4.911167e-01       1
## Gm32483         1.234637e-05  0.3419894 0.245 0.127  4.926820e-01       1
## Twsg1           1.238405e-05  0.1399889 0.673 0.455  4.941857e-01       1
## D630003M21Rik   1.248056e-05  1.5355076 0.049 0.010  4.980368e-01       1
## Foxk2           1.249291e-05  0.2657523 0.429 0.259  4.985295e-01       1
## Pipox           1.252824e-05  0.1696567 0.584 0.372  4.999396e-01       1
## Dennd5a         1.253263e-05  0.2786274 0.314 0.178  5.001144e-01       1
## Zfp146          1.265214e-05  0.4722539 0.376 0.226  5.048835e-01       1
## Ndfip11         1.270322e-05  0.1687030 0.988 0.797  5.069218e-01       1
## Dnaaf10         1.293884e-05  0.4784829 0.269 0.152  5.163245e-01       1
## Gm156581        1.296632e-05  0.2824048 0.273 0.146  5.174209e-01       1
## B4galt31        1.300189e-05  0.2773728 0.576 0.393  5.188405e-01       1
## Rpap3           1.306397e-05  0.4467460 0.273 0.151  5.213179e-01       1
## Abcc6           1.306602e-05  1.7036573 0.053 0.013  5.213994e-01       1
## Nmb1            1.307883e-05  0.7670435 0.139 0.058  5.219107e-01       1
## Acbd31          1.312364e-05  0.1443242 0.878 0.637  5.236989e-01       1
## Rab19           1.327821e-05  0.6221564 0.261 0.145  5.298670e-01       1
## Entrep3         1.352679e-05  0.3516829 0.163 0.075  5.397865e-01       1
## Cnp             1.357096e-05  0.9091958 0.241 0.132  5.415493e-01       1
## 1700102J08Rik   1.360753e-05  2.0362456 0.045 0.009  5.430087e-01       1
## AI987944        1.361133e-05  0.5368339 0.253 0.136  5.431603e-01       1
## Fpgs            1.365248e-05  1.1040335 0.131 0.056  5.448023e-01       1
## Uri1            1.365883e-05  0.3133032 0.506 0.327  5.450558e-01       1
## Gm26205         1.378142e-05  0.5431178 0.204 0.103  5.499476e-01       1
## Fyttd11         1.383184e-05  0.2253076 0.755 0.528  5.519597e-01       1
## Rcor3           1.407943e-05  0.2899848 0.473 0.306  5.618397e-01       1
## Gm32655         1.410816e-05  0.8542547 0.098 0.035  5.629862e-01       1
## Denr1           1.415136e-05  0.1409673 0.869 0.606  5.647099e-01       1
## Mta3            1.446732e-05  0.1576465 0.465 0.294  5.773182e-01       1
## Dpm21           1.460119e-05  0.2656154 0.665 0.441  5.826607e-01       1
## Cdk8            1.496533e-05  0.1113253 0.776 0.546  5.971915e-01       1
## 4732491K20Rik   1.509342e-05  0.8140802 0.098 0.035  6.023031e-01       1
## Gm49958         1.515017e-05  0.6326540 0.127 0.052  6.045676e-01       1
## 5930430L01Rik   1.516743e-05  0.3006665 0.278 0.150  6.052563e-01       1
## Gm57826         1.519995e-05  1.2473181 0.094 0.033  6.065539e-01       1
## Bcap311         1.523233e-05  0.1636872 0.890 0.642  6.078459e-01       1
## Sfrp5           1.530824e-05  0.2089105 0.269 0.148  6.108751e-01       1
## Mogs            1.542658e-05  0.2353928 0.429 0.261  6.155977e-01       1
## Mboat2          1.561481e-05  0.2051697 0.318 0.175  6.231090e-01       1
## Cfap97          1.584622e-05  0.2032986 0.535 0.347  6.323434e-01       1
## Tmem11          1.597192e-05  0.5437663 0.404 0.249  6.373595e-01       1
## B3galnt2        1.597377e-05  0.3638445 0.278 0.152  6.374333e-01       1
## Tor4a           1.602564e-05  0.3671172 0.261 0.140  6.395031e-01       1
## Mplkip          1.610674e-05  0.2606268 0.510 0.325  6.427395e-01       1
## Fbxo32          1.619053e-05  0.2420818 0.302 0.168  6.460833e-01       1
## Kctd6           1.632303e-05  0.4030074 0.253 0.135  6.513704e-01       1
## Cep164          1.672555e-05  0.1890659 0.620 0.398  6.674331e-01       1
## Wdr11           1.690081e-05  0.2761268 0.420 0.261  6.744267e-01       1
## Yipf51          1.691171e-05  0.1742330 0.739 0.514  6.748620e-01       1
## Clk3            1.692842e-05  0.1442200 0.502 0.327  6.755284e-01       1
## Ahi11           1.695224e-05  0.1219596 0.592 0.384  6.764790e-01       1
## Zfp729b         1.708372e-05  0.3261559 0.261 0.140  6.817258e-01       1
## Zfp977          1.719067e-05  2.6128710 0.029 0.003  6.859937e-01       1
## Rtbdn           1.719067e-05  2.8083139 0.029 0.003  6.859937e-01       1
## Rps6kl1         1.744810e-05  0.8795580 0.094 0.033  6.962665e-01       1
## Cyp2c67         1.753247e-05  1.5547834 0.069 0.020  6.996332e-01       1
## Oaz21           1.760152e-05  0.2323642 0.547 0.359  7.023888e-01       1
## Borcs81         1.762673e-05  0.1267819 0.539 0.360  7.033948e-01       1
## Capn7           1.765355e-05  0.1063234 0.547 0.360  7.044650e-01       1
## Zbtb8b          1.766123e-05  2.0603287 0.041 0.008  7.047714e-01       1
## Rybp1           1.777813e-05  0.2372946 0.433 0.259  7.094363e-01       1
## Gm12216         1.782564e-05  0.2476515 0.294 0.164  7.113323e-01       1
## Mbtps1          1.788976e-05  0.1120836 0.702 0.468  7.138909e-01       1
## Stag2           1.802190e-05  0.1297327 0.686 0.452  7.191640e-01       1
## Ppm1n           1.803607e-05  1.2215930 0.098 0.036  7.197293e-01       1
## Mon1b           1.806534e-05  0.4867153 0.273 0.151  7.208973e-01       1
## Srek1ip1        1.807234e-05  0.2119666 0.649 0.425  7.211768e-01       1
## Dnajc221        1.809199e-05  0.3366819 0.543 0.369  7.219610e-01       1
## Ppt2            1.809508e-05  0.5699294 0.196 0.099  7.220840e-01       1
## Cdv3            1.809938e-05  0.1220023 0.796 0.544  7.222556e-01       1
## Mrm2            1.827499e-05  0.7093197 0.216 0.114  7.292633e-01       1
## Cacng4          1.832968e-05  0.7742091 0.098 0.036  7.314459e-01       1
## Mrpl32          1.841441e-05  0.1365596 0.678 0.450  7.348268e-01       1
## Il18bp          1.869721e-05  0.6322456 0.224 0.119  7.461122e-01       1
## 4921531C22Rik   1.871233e-05  0.9538136 0.114 0.045  7.467156e-01       1
## Fam219b         1.879194e-05  0.5071836 0.220 0.115  7.498924e-01       1
## Josd21          1.881686e-05  0.2700516 0.555 0.365  7.508868e-01       1
## Dhx58           1.889400e-05  0.8071239 0.106 0.041  7.539649e-01       1
## Eif2b3          1.904984e-05  0.5175883 0.233 0.125  7.601838e-01       1
## C2cd4c1         1.905277e-05  0.3525013 0.335 0.189  7.603006e-01       1
## Tbc1d15         1.912714e-05  0.2003697 0.543 0.361  7.632685e-01       1
## Psmd10          1.918127e-05  0.4073438 0.445 0.286  7.654285e-01       1
## Timm9           1.919386e-05  0.2198863 0.347 0.199  7.659310e-01       1
## Tbck            1.919416e-05  0.1251058 0.429 0.271  7.659430e-01       1
## Dynlt1a         1.920554e-05  0.2215550 0.376 0.226  7.663971e-01       1
## Elp4            1.923187e-05  0.3566627 0.302 0.173  7.674479e-01       1
## Sacm1l1         1.928414e-05  0.1737831 0.641 0.434  7.695336e-01       1
## 9530082P21Rik   1.938023e-05  0.6484761 0.135 0.057  7.733682e-01       1
## Ranbp91         1.949417e-05  0.1991880 0.535 0.342  7.779149e-01       1
## Zmat1           1.949833e-05  0.5430079 0.151 0.066  7.780808e-01       1
## Ap1m21          1.970332e-05  0.2727628 0.629 0.413  7.862611e-01       1
## Cope            1.970857e-05  0.1649628 0.890 0.688  7.864706e-01       1
## Clstn3          1.974917e-05  2.4430795 0.033 0.005  7.880907e-01       1
## Lrrc201         1.980968e-05  0.3540732 0.327 0.187  7.905053e-01       1
## Ofd1            2.008307e-05  0.1305244 0.273 0.152  8.014151e-01       1
## 2810029C07Rik   2.019540e-05  1.4598105 0.061 0.017  8.058976e-01       1
## 2610306M01Rik1  2.021744e-05  0.3557714 0.306 0.171  8.067769e-01       1
## Cdc16           2.030062e-05  0.3401131 0.416 0.253  8.100964e-01       1
## Lrif1           2.037331e-05  0.2129178 0.563 0.382  8.129970e-01       1
## Tapbp1          2.044425e-05  0.1973051 0.947 0.742  8.158278e-01       1
## Crem            2.049068e-05  0.4476433 0.233 0.122  8.176805e-01       1
## Hipk1           2.057198e-05  0.1502813 0.820 0.597  8.209247e-01       1
## Gng7            2.071376e-05  1.9569084 0.037 0.006  8.265824e-01       1
## Pnkp1           2.077014e-05  0.1566970 0.424 0.268  8.288326e-01       1
## Gm54251         2.077722e-05  3.1228032 0.020 0.001  8.291151e-01       1
## Gm32633         2.077722e-05  2.7282660 0.020 0.001  8.291151e-01       1
## Ntm             2.078167e-05  2.2024016 0.033 0.005  8.292927e-01       1
## Hebp2           2.079670e-05  0.7730849 0.180 0.087  8.298922e-01       1
## Tbc1d23         2.084798e-05  0.2130213 0.457 0.295  8.319385e-01       1
## Spag8           2.086248e-05  2.2690444 0.037 0.006  8.325174e-01       1
## 1110028F18Rik   2.089635e-05  2.3000061 0.020 0.001  8.338687e-01       1
## Crb31           2.131184e-05  0.2486700 0.714 0.490  8.504490e-01       1
## Tbl1x1          2.138487e-05  0.1903391 0.829 0.602  8.533632e-01       1
## Aldh5a1         2.148633e-05  0.3049091 0.265 0.147  8.574120e-01       1
## Prima11         2.161181e-05  0.8170768 0.082 0.027  8.624193e-01       1
## Gm12996         2.186544e-05  2.3280326 0.033 0.005  8.725405e-01       1
## Cstb1           2.188093e-05  0.1738635 0.833 0.607  8.731585e-01       1
## Zfp1481         2.207200e-05  0.1373081 0.886 0.666  8.807830e-01       1
## Kctd7           2.210343e-05  0.6069222 0.167 0.078  8.820375e-01       1
## Cltb1           2.234429e-05  0.1845987 0.841 0.618  8.916489e-01       1
## Lamtor31        2.238824e-05  0.1581477 0.637 0.443  8.934026e-01       1
## Glmp1           2.251668e-05  0.1918008 0.763 0.530  8.985282e-01       1
## Cct6a1          2.276172e-05  0.2044177 0.873 0.637  9.083066e-01       1
## Slc39a3         2.299829e-05  0.2068795 0.400 0.251  9.177470e-01       1
## Gm14703         2.328956e-05  1.5100034 0.049 0.011  9.293697e-01       1
## 9530062K07Rik   2.332319e-05  1.4861604 0.061 0.017  9.307119e-01       1
## Actr31          2.345247e-05  0.1295603 0.971 0.818  9.358708e-01       1
## Gm30842         2.355118e-05  0.5013991 0.135 0.057  9.398097e-01       1
## Acvr1           2.365392e-05  0.5049411 0.359 0.222  9.439096e-01       1
## Arl8a1          2.385839e-05  0.1659539 0.727 0.488  9.520689e-01       1
## Adcy91          2.402150e-05  0.1452199 0.547 0.357  9.585778e-01       1
## Klhl281         2.416394e-05  0.2532851 0.380 0.231  9.642620e-01       1
## Zfp995          2.423444e-05  0.6289711 0.310 0.186  9.670755e-01       1
## Sf3b61          2.428473e-05  0.1683024 0.959 0.725  9.690821e-01       1
## Sumo31          2.436947e-05  0.1242293 0.796 0.559  9.724638e-01       1
## Trim21          2.442624e-05  0.6572754 0.163 0.077  9.747290e-01       1
## Cmc2            2.480696e-05  0.2491133 0.286 0.160  9.899216e-01       1
## Scaper          2.480920e-05  0.1846389 0.482 0.318  9.900111e-01       1
## Leprot1         2.510207e-05  0.1915806 0.600 0.409  1.000000e+00       1
## 1110006O24Rik   2.527129e-05  1.1447406 0.102 0.039  1.000000e+00       1
## Gm39526         2.564036e-05  1.3820755 0.069 0.021  1.000000e+00       1
## Anapc7          2.585048e-05  0.3311775 0.376 0.226  1.000000e+00       1
## Plppr21         2.587203e-05  0.3078864 0.269 0.146  1.000000e+00       1
## Prox1os         2.605602e-05  1.6557742 0.053 0.013  1.000000e+00       1
## Zfp217          2.625315e-05  0.1520923 0.388 0.238  1.000000e+00       1
## Jrk             2.639506e-05  1.1626311 0.073 0.023  1.000000e+00       1
## Snapin          2.660773e-05  0.5428909 0.310 0.186  1.000000e+00       1
## Oas2            2.699203e-05  0.2620297 0.127 0.052  1.000000e+00       1
## Ndufa61         2.702344e-05  0.1522351 0.980 0.787  1.000000e+00       1
## Ebag9           2.714638e-05  0.2218105 0.412 0.254  1.000000e+00       1
## Rtkn            2.721580e-05  0.1485969 0.388 0.235  1.000000e+00       1
## Trappc13        2.737927e-05  0.2722593 0.498 0.320  1.000000e+00       1
## Apoo            2.743160e-05  0.2859407 0.457 0.292  1.000000e+00       1
## Caap1           2.751966e-05  0.3128411 0.298 0.170  1.000000e+00       1
## Sdk1            2.772822e-05  2.1731569 0.045 0.010  1.000000e+00       1
## Arxes2          2.782181e-05  1.2579277 0.122 0.051  1.000000e+00       1
## Pcyox11         2.799011e-05  0.3201365 0.465 0.303  1.000000e+00       1
## Sele            2.820364e-05  3.7926742 0.012 0.000  1.000000e+00       1
## Gm5149          2.820364e-05  3.5324416 0.012 0.000  1.000000e+00       1
## Cntfr           2.820364e-05  3.5214343 0.012 0.000  1.000000e+00       1
## Frmpd1          2.820364e-05  3.7772641 0.012 0.000  1.000000e+00       1
## Gm35855         2.820364e-05  3.7922469 0.012 0.000  1.000000e+00       1
## Dtx1            2.820364e-05  3.7139665 0.012 0.000  1.000000e+00       1
## Gm53330         2.820364e-05  3.9027321 0.012 0.000  1.000000e+00       1
## Gm36210         2.820364e-05  3.5180470 0.012 0.000  1.000000e+00       1
## Nat1            2.820364e-05  3.4864795 0.012 0.000  1.000000e+00       1
## Gm27188         2.820364e-05  3.4943488 0.012 0.000  1.000000e+00       1
## Gm10635         2.820364e-05  3.8585886 0.012 0.000  1.000000e+00       1
## Rmst            2.820364e-05  3.6729820 0.012 0.000  1.000000e+00       1
## Kcnip1          2.820364e-05  3.6939655 0.012 0.000  1.000000e+00       1
## Rnf182          2.820364e-05  3.6634500 0.012 0.000  1.000000e+00       1
## Gm34758         2.820364e-05  3.8893616 0.012 0.000  1.000000e+00       1
## Gm41317         2.820364e-05  3.5161668 0.012 0.000  1.000000e+00       1
## Gm53956         2.820364e-05  3.6480483 0.012 0.000  1.000000e+00       1
## Gm53989         2.820364e-05  3.7109861 0.012 0.000  1.000000e+00       1
## Gm47898         2.820364e-05  3.4995819 0.012 0.000  1.000000e+00       1
## Entpd1          2.820364e-05  3.6065700 0.012 0.000  1.000000e+00       1
## Gm32028         2.820364e-05  3.6819340 0.012 0.000  1.000000e+00       1
## Il1rapl2        2.820364e-05  3.5735812 0.012 0.000  1.000000e+00       1
## Gm15247         2.820364e-05  3.7385344 0.012 0.000  1.000000e+00       1
## Rbm7            2.823470e-05  0.4089691 0.547 0.366  1.000000e+00       1
## Clec11a         2.825362e-05  1.3353000 0.102 0.040  1.000000e+00       1
## Cep41           2.856306e-05  1.0377877 0.139 0.063  1.000000e+00       1
## Sumo11          2.885038e-05  0.1899177 0.906 0.687  1.000000e+00       1
## Fbxo7           2.907531e-05  0.2740594 0.310 0.177  1.000000e+00       1
## Zfp61           2.977626e-05  0.6420829 0.147 0.066  1.000000e+00       1
## Tmem2191        2.983438e-05  0.3555750 0.576 0.383  1.000000e+00       1
## Rab17           3.004227e-05  0.1798703 0.539 0.341  1.000000e+00       1
## Emc2            3.006040e-05  0.2902857 0.527 0.340  1.000000e+00       1
## Agap2           3.011092e-05  0.7737976 0.082 0.027  1.000000e+00       1
## Stx2            3.025309e-05  0.7307476 0.143 0.064  1.000000e+00       1
## Zfp72           3.035227e-05  1.7498552 0.057 0.015  1.000000e+00       1
## Shroom2         3.037974e-05  0.6195903 0.188 0.097  1.000000e+00       1
## Gm32440         3.054034e-05  0.9845140 0.073 0.023  1.000000e+00       1
## Socs6           3.097555e-05  0.1231016 0.465 0.292  1.000000e+00       1
## Usp101          3.111908e-05  0.2018928 0.461 0.288  1.000000e+00       1
## Unc501          3.122813e-05  0.1612257 0.755 0.531  1.000000e+00       1
## Vcf2            3.127736e-05  0.3454726 0.327 0.193  1.000000e+00       1
## Sh3bp41         3.155958e-05  0.3092315 0.408 0.251  1.000000e+00       1
## Acot6           3.158804e-05  1.6764329 0.057 0.015  1.000000e+00       1
## Zfp791          3.162668e-05  1.5638435 0.045 0.010  1.000000e+00       1
## Kdf1            3.174700e-05  0.2977123 0.384 0.230  1.000000e+00       1
## Ubxn7           3.205963e-05  0.1099830 0.478 0.298  1.000000e+00       1
## Zfp189          3.210182e-05  1.2167129 0.098 0.037  1.000000e+00       1
## 5031425F14Rik   3.286563e-05  1.3572314 0.086 0.030  1.000000e+00       1
## Ermard          3.287445e-05  0.2622837 0.245 0.133  1.000000e+00       1
## Acad8           3.316590e-05  0.4605767 0.278 0.160  1.000000e+00       1
## Gpatch111       3.340216e-05  0.1028879 0.551 0.356  1.000000e+00       1
## Zkscan11        3.341936e-05  0.1563535 0.612 0.410  1.000000e+00       1
## Gm154111        3.356907e-05  0.5022576 0.216 0.113  1.000000e+00       1
## Insig2          3.362918e-05  0.1464351 0.555 0.375  1.000000e+00       1
## Prkra           3.369396e-05  0.2342485 0.400 0.249  1.000000e+00       1
## Slain2          3.384873e-05  0.1591232 0.588 0.405  1.000000e+00       1
## Tgm7            3.391746e-05  3.4535236 0.016 0.001  1.000000e+00       1
## Khdrbs2         3.414204e-05  3.3174258 0.016 0.001  1.000000e+00       1
## Gm38985         3.414204e-05  3.7778188 0.016 0.001  1.000000e+00       1
## Apoh            3.415559e-05  1.8101756 0.065 0.020  1.000000e+00       1
## Gm10447         3.436803e-05  3.4592595 0.016 0.001  1.000000e+00       1
## Tspan33         3.438693e-05  2.2889377 0.065 0.020  1.000000e+00       1
## Eprs1           3.451616e-05  0.1304259 0.808 0.556  1.000000e+00       1
## 4930447K03Rik   3.459545e-05  3.2751777 0.016 0.001  1.000000e+00       1
## Cyp1b1          3.459545e-05  3.3378529 0.016 0.001  1.000000e+00       1
## D6Ertd527e      3.482429e-05  3.1141529 0.016 0.001  1.000000e+00       1
## Nwd1            3.482429e-05  2.3944357 0.016 0.001  1.000000e+00       1
## Gm52101         3.482429e-05  2.7961883 0.016 0.001  1.000000e+00       1
## 4833422M21Rik   3.482429e-05  3.0018609 0.016 0.001  1.000000e+00       1
## Gm36587         3.482429e-05  3.3282012 0.016 0.001  1.000000e+00       1
## Ocln1           3.483223e-05  0.1606925 0.755 0.542  1.000000e+00       1
## Snhg17          3.483387e-05  0.5097442 0.212 0.110  1.000000e+00       1
## Pard6a          3.490182e-05  0.7196975 0.180 0.089  1.000000e+00       1
## Tmt1a           3.504796e-05  0.1198364 0.294 0.171  1.000000e+00       1
## Car11           3.514376e-05  0.8456118 0.127 0.054  1.000000e+00       1
## Zfp13           3.523240e-05  1.0905402 0.118 0.050  1.000000e+00       1
## AU022252        3.529702e-05  0.4945410 0.245 0.136  1.000000e+00       1
## Rec8            3.562769e-05  0.7795129 0.212 0.115  1.000000e+00       1
## Msh2            3.571827e-05  0.3889889 0.273 0.153  1.000000e+00       1
## Mllt3           3.585698e-05  0.2017801 0.449 0.298  1.000000e+00       1
## Ptk2b           3.588728e-05  0.1949311 0.445 0.280  1.000000e+00       1
## Zfp429          3.632212e-05  0.9926323 0.118 0.049  1.000000e+00       1
## Polr1g          3.644725e-05  0.3402161 0.204 0.106  1.000000e+00       1
## Snu13           3.645210e-05  0.1062814 0.767 0.529  1.000000e+00       1
## Slc22a5         3.662729e-05  0.6711564 0.155 0.073  1.000000e+00       1
## Eif2ak2         3.674342e-05  0.1528118 0.624 0.425  1.000000e+00       1
## Eif2s11         3.812516e-05  0.1896543 0.669 0.447  1.000000e+00       1
## Prr12           3.841353e-05  0.1244137 0.567 0.363  1.000000e+00       1
## Ap3m1           3.851207e-05  0.1381627 0.498 0.330  1.000000e+00       1
## Atp6v1e11       3.927880e-05  0.1620095 0.951 0.714  1.000000e+00       1
## Hpcal11         3.931607e-05  0.1098824 0.718 0.493  1.000000e+00       1
## Gm3740          3.966695e-05  1.6160576 0.049 0.012  1.000000e+00       1
## Zmym3           3.975924e-05  0.2992490 0.286 0.161  1.000000e+00       1
## Pdgfrl          3.977573e-05  1.9598013 0.049 0.012  1.000000e+00       1
## Gm52313         3.984859e-05  1.0629338 0.078 0.026  1.000000e+00       1
## Arsa            4.004543e-05  0.2089953 0.269 0.151  1.000000e+00       1
## Pierce2         4.010525e-05  0.1893762 0.216 0.115  1.000000e+00       1
## Btbd6           4.011333e-05  0.2733243 0.331 0.194  1.000000e+00       1
## Hdac3           4.036607e-05  0.2306588 0.473 0.295  1.000000e+00       1
## Coasy           4.053364e-05  0.2873401 0.363 0.219  1.000000e+00       1
## Fbxo281         4.136872e-05  0.2124936 0.412 0.256  1.000000e+00       1
## Ext2            4.150034e-05  0.4055617 0.351 0.215  1.000000e+00       1
## Gm14399         4.152730e-05  0.9497747 0.102 0.040  1.000000e+00       1
## Gm17224         4.155518e-05  1.8730350 0.049 0.012  1.000000e+00       1
## Pigx            4.160388e-05  0.4119030 0.384 0.235  1.000000e+00       1
## Tox41           4.174045e-05  0.2489910 0.571 0.385  1.000000e+00       1
## Kpna3           4.199673e-05  0.1681065 0.433 0.278  1.000000e+00       1
## Bod1            4.238553e-05  0.3908775 0.457 0.304  1.000000e+00       1
## Znrf1           4.240906e-05  0.1313202 0.416 0.263  1.000000e+00       1
## Tmem50b1        4.243267e-05  0.1103663 0.706 0.468  1.000000e+00       1
## Phf20           4.245185e-05  0.1679170 0.461 0.290  1.000000e+00       1
## Maea1           4.246332e-05  0.1388664 0.686 0.479  1.000000e+00       1
## Dusp31          4.254590e-05  0.1708382 0.437 0.273  1.000000e+00       1
## Rgn             4.256123e-05  1.9618632 0.082 0.029  1.000000e+00       1
## Gpr52           4.286139e-05  0.3994043 0.061 0.017  1.000000e+00       1
## Gspt2           4.310614e-05  0.4287013 0.192 0.098  1.000000e+00       1
## Eid2b           4.339943e-05  0.5979761 0.216 0.115  1.000000e+00       1
## Ahsa1           4.382363e-05  0.1245326 0.698 0.479  1.000000e+00       1
## Zfp414          4.417152e-05  0.5818786 0.224 0.123  1.000000e+00       1
## Smim18          4.428575e-05  1.6012762 0.041 0.008  1.000000e+00       1
## Amer1           4.432326e-05  0.4434581 0.200 0.105  1.000000e+00       1
## Gm31775         4.443466e-05  2.2374007 0.053 0.014  1.000000e+00       1
## Smim12          4.478891e-05  0.1957253 0.261 0.152  1.000000e+00       1
## Rinl            4.509484e-05  1.1070289 0.090 0.033  1.000000e+00       1
## Rps19bp11       4.510786e-05  0.3150730 0.527 0.360  1.000000e+00       1
## Gm42027         4.518257e-05  0.9269953 0.069 0.022  1.000000e+00       1
## Zfp605          4.575039e-05  0.3862880 0.208 0.107  1.000000e+00       1
## Ift81           4.581804e-05  0.2297761 0.363 0.216  1.000000e+00       1
## Uqcc4           4.585561e-05  0.2586466 0.453 0.275  1.000000e+00       1
## Gm53355         4.586874e-05  3.2032986 0.024 0.003  1.000000e+00       1
## Creld1          4.590946e-05  0.4214765 0.192 0.098  1.000000e+00       1
## Nalcn           4.605174e-05  1.8839779 0.053 0.014  1.000000e+00       1
## Copb11          4.612276e-05  0.1577701 0.861 0.632  1.000000e+00       1
## Rfesd           4.615264e-05  0.1542933 0.363 0.219  1.000000e+00       1
## Zxdb            4.639321e-05  0.2688433 0.282 0.164  1.000000e+00       1
## Slc12a1         4.650632e-05  3.0266783 0.024 0.003  1.000000e+00       1
## Iqcb1           4.676197e-05  0.6226267 0.192 0.099  1.000000e+00       1
## Cyp4f13         4.690328e-05  0.1401471 0.461 0.296  1.000000e+00       1
## D930003E18Rik   4.693603e-05  2.9453588 0.024 0.003  1.000000e+00       1
## 4930405A21Rik   4.715229e-05  2.6566977 0.024 0.003  1.000000e+00       1
## Vnn3            4.715229e-05  2.7451971 0.024 0.003  1.000000e+00       1
## Phactr3         4.736950e-05  2.6659925 0.024 0.003  1.000000e+00       1
## Ldlr            4.765086e-05  0.1084706 0.661 0.457  1.000000e+00       1
## D330022H12Rik   4.771094e-05  0.1352599 0.155 0.072  1.000000e+00       1
## Tmc3            4.772451e-05  1.9599617 0.053 0.014  1.000000e+00       1
## Unc93b1         4.868229e-05  0.1838433 0.396 0.246  1.000000e+00       1
## Cstpp1          4.945320e-05  0.4071199 0.302 0.182  1.000000e+00       1
## 2210016L21Rik1  4.965881e-05  0.1693100 0.743 0.539  1.000000e+00       1
## Mrpl44          4.980318e-05  0.1653085 0.396 0.245  1.000000e+00       1
## Gm31645         4.983321e-05  1.9097452 0.053 0.014  1.000000e+00       1
## Elp51           4.994244e-05  0.2439804 0.453 0.284  1.000000e+00       1
## Fra10ac1        5.048860e-05  0.2879625 0.392 0.247  1.000000e+00       1
## Pdap11          5.070975e-05  0.1755977 0.976 0.804  1.000000e+00       1
## Zfp369          5.087146e-05  0.2093361 0.269 0.152  1.000000e+00       1
## C230037L18Rik   5.106655e-05  0.8571462 0.073 0.024  1.000000e+00       1
## Nt5c2           5.115289e-05  0.1081604 0.429 0.266  1.000000e+00       1
## Synj2           5.122111e-05  0.4612469 0.200 0.103  1.000000e+00       1
## Degs21          5.122151e-05  0.1616389 0.959 0.761  1.000000e+00       1
## Zfp1008         5.173298e-05  1.7997442 0.057 0.016  1.000000e+00       1
## Zfp799          5.208869e-05  0.4275286 0.269 0.156  1.000000e+00       1
## Xrcc51          5.231751e-05  0.2055045 0.376 0.226  1.000000e+00       1
## Ube2a1          5.248960e-05  0.1731235 0.653 0.432  1.000000e+00       1
## LTO1            5.263403e-05  0.2724755 0.339 0.208  1.000000e+00       1
## Tmed1           5.265518e-05  1.1094334 0.155 0.077  1.000000e+00       1
## Haus21          5.304669e-05  0.2770109 0.351 0.211  1.000000e+00       1
## Srsf6           5.321427e-05  0.1213753 0.886 0.636  1.000000e+00       1
## Gm30760         5.333271e-05  1.0195632 0.082 0.029  1.000000e+00       1
## 4930526I15Rik   5.351525e-05  0.1286902 0.502 0.324  1.000000e+00       1
## Gm39157         5.355631e-05  0.8132714 0.143 0.065  1.000000e+00       1
## Cbr4            5.385418e-05  0.6046171 0.224 0.124  1.000000e+00       1
## Igsf9b          5.388097e-05  0.4924341 0.143 0.067  1.000000e+00       1
## Rpl10           5.531661e-05  0.1528507 1.000 0.904  1.000000e+00       1
## Clrn31          5.547719e-05  0.1579749 0.804 0.576  1.000000e+00       1
## Mapk9           5.550332e-05  0.4837517 0.282 0.166  1.000000e+00       1
## Bpnt21          5.560859e-05  0.1000054 0.796 0.546  1.000000e+00       1
## Prpf38a1        5.611277e-05  0.2364445 0.482 0.309  1.000000e+00       1
## Sik2            5.618699e-05  0.2501799 0.208 0.112  1.000000e+00       1
## Smim131         5.714741e-05  0.2005880 0.539 0.356  1.000000e+00       1
## Tctn2           5.719686e-05  0.8259480 0.122 0.053  1.000000e+00       1
## Nkapl           5.739166e-05  0.8533276 0.094 0.036  1.000000e+00       1
## Qpctl           5.758942e-05  0.3039297 0.143 0.065  1.000000e+00       1
## Ptprm           5.759212e-05  1.6265176 0.069 0.022  1.000000e+00       1
## Terb1           5.771190e-05  0.9202875 0.053 0.014  1.000000e+00       1
## Gm36446         5.815163e-05  2.1642060 0.033 0.006  1.000000e+00       1
## Cfap298         5.848231e-05  0.2957301 0.351 0.216  1.000000e+00       1
## Maf1            5.866125e-05  0.2161051 0.612 0.418  1.000000e+00       1
## Chac2           5.872345e-05  0.2649872 0.282 0.168  1.000000e+00       1
## Nfkbil1         5.888965e-05  0.2922421 0.351 0.222  1.000000e+00       1
## Tmem125         5.907027e-05  0.9851809 0.106 0.043  1.000000e+00       1
## Mmp16           5.924388e-05  0.8399262 0.106 0.043  1.000000e+00       1
## Gm30603         5.942086e-05  2.3635401 0.033 0.006  1.000000e+00       1
## Snx12           5.956954e-05  0.2365934 0.469 0.305  1.000000e+00       1
## Gm37053         5.978924e-05  2.5270357 0.029 0.004  1.000000e+00       1
## Surf2           5.986224e-05  0.2797601 0.298 0.172  1.000000e+00       1
## Trit1           5.988167e-05  0.2762862 0.224 0.122  1.000000e+00       1
## Gadd45gip11     6.000488e-05  0.1043872 0.735 0.502  1.000000e+00       1
## Cpped1          6.009777e-05  0.1296996 0.494 0.316  1.000000e+00       1
## Pmpcb           6.048035e-05  0.1651412 0.527 0.347  1.000000e+00       1
## Gm54216         6.074952e-05  1.8753475 0.029 0.004  1.000000e+00       1
## Myo1e1          6.091726e-05  0.1325135 0.567 0.367  1.000000e+00       1
## Uqcc6           6.100771e-05  0.3468599 0.363 0.218  1.000000e+00       1
## Ppp6c1          6.142021e-05  0.1737927 0.673 0.460  1.000000e+00       1
## Gm34828         6.197042e-05  0.8750562 0.029 0.004  1.000000e+00       1
## Tbc1d7          6.210191e-05  0.7547951 0.192 0.100  1.000000e+00       1
## Gm46721         6.248516e-05  1.9703636 0.033 0.006  1.000000e+00       1
## Rad9b           6.283449e-05  1.2411350 0.069 0.022  1.000000e+00       1
## Lamtor11        6.312462e-05  0.2175692 0.776 0.567  1.000000e+00       1
## Ly96            6.463523e-05  0.5898306 0.200 0.106  1.000000e+00       1
## Nkiras1         6.480446e-05  0.1844053 0.482 0.313  1.000000e+00       1
## Cog7            6.489093e-05  0.2133198 0.420 0.270  1.000000e+00       1
## Mlkl            6.517255e-05  0.5273206 0.147 0.071  1.000000e+00       1
## Bcdin3d         6.540210e-05  0.6192083 0.229 0.127  1.000000e+00       1
## Pot1a           6.552614e-05  0.6018801 0.196 0.103  1.000000e+00       1
## Smarcd11        6.558735e-05  0.1826458 0.445 0.291  1.000000e+00       1
## Txnrd2          6.596130e-05  0.3361557 0.290 0.173  1.000000e+00       1
## Vamp71          6.603530e-05  0.1726643 0.788 0.538  1.000000e+00       1
## Blmh            6.712382e-05  0.2486847 0.531 0.373  1.000000e+00       1
## Sh3bgrl2        6.743421e-05  0.8547405 0.131 0.061  1.000000e+00       1
## Gm38944         6.765181e-05  1.5546658 0.045 0.010  1.000000e+00       1
## Pxn1            6.791060e-05  0.2101148 0.702 0.475  1.000000e+00       1
## Rce11           6.941580e-05  0.2068387 0.461 0.298  1.000000e+00       1
## Magee1          6.959021e-05  0.6570665 0.110 0.045  1.000000e+00       1
## Wdr13           6.982835e-05  0.1022763 0.612 0.423  1.000000e+00       1
## Klhl42          7.046638e-05  0.1356405 0.351 0.213  1.000000e+00       1
## 2210416O15Rik   7.112712e-05  1.4217572 0.065 0.020  1.000000e+00       1
## Gm1976          7.117814e-05  0.8581950 0.094 0.036  1.000000e+00       1
## C130013N14Rik   7.141947e-05  0.6982474 0.090 0.034  1.000000e+00       1
## Cox15           7.246538e-05  0.3416365 0.208 0.111  1.000000e+00       1
## Polm            7.252813e-05  0.1316428 0.290 0.167  1.000000e+00       1
## Tmem170         7.308392e-05  0.2595075 0.322 0.196  1.000000e+00       1
## Sesn3           7.338253e-05  0.2100488 0.220 0.117  1.000000e+00       1
## Hexd            7.350372e-05  0.1868989 0.294 0.175  1.000000e+00       1
## Gm13657         7.355236e-05  2.6636696 0.041 0.009  1.000000e+00       1
## Rap2a           7.360175e-05  0.4596386 0.282 0.166  1.000000e+00       1
## Zfp2601         7.501887e-05  0.1972322 0.543 0.369  1.000000e+00       1
## Ddx60           7.513577e-05  0.1242205 0.314 0.182  1.000000e+00       1
## Gm53283         7.564657e-05  0.5656133 0.127 0.057  1.000000e+00       1
## Actr6           7.573493e-05  0.7356916 0.171 0.087  1.000000e+00       1
## Carnmt11        7.597749e-05  0.1767434 0.486 0.320  1.000000e+00       1
## Apmap1          7.597969e-05  0.3343319 0.404 0.253  1.000000e+00       1
## Mta1            7.686186e-05  0.1592415 0.331 0.201  1.000000e+00       1
## Fbxo25          7.738784e-05  0.1893744 0.686 0.477  1.000000e+00       1
## Krba1           7.809511e-05  0.4719915 0.127 0.056  1.000000e+00       1
## Ift122          7.847824e-05  0.2616375 0.245 0.134  1.000000e+00       1
## Mmp23           7.943337e-05  0.2353547 0.176 0.087  1.000000e+00       1
## Gm42149         8.110996e-05  2.2227229 0.041 0.009  1.000000e+00       1
## Trappc11        8.147835e-05  0.1487527 0.482 0.310  1.000000e+00       1
## Thumpd2         8.195636e-05  0.8812301 0.110 0.047  1.000000e+00       1
## Lrrc27          8.329515e-05  1.5445646 0.041 0.009  1.000000e+00       1
## Dnajb111        8.347152e-05  0.1888360 0.792 0.556  1.000000e+00       1
## Zmym1           8.396963e-05  0.6073656 0.180 0.095  1.000000e+00       1
## Pik3c2g         8.443395e-05  0.6439289 0.086 0.031  1.000000e+00       1
## Snhg3           8.457660e-05  0.1511139 0.445 0.277  1.000000e+00       1
## Trim37          8.510596e-05  0.2794160 0.302 0.179  1.000000e+00       1
## Ogg1            8.529588e-05  0.2773499 0.114 0.050  1.000000e+00       1
## Ndufs31         8.560741e-05  0.1166562 0.857 0.614  1.000000e+00       1
## Cdo1            8.561034e-05  0.5266885 0.155 0.075  1.000000e+00       1
## Ppp1r15a        8.633381e-05  0.1138477 0.449 0.292  1.000000e+00       1
## P2ry61          8.746531e-05  0.9448545 0.086 0.032  1.000000e+00       1
## Gabarap1        8.750418e-05  0.1221183 1.000 0.874  1.000000e+00       1
## Gm51556         8.787997e-05  0.2281663 0.371 0.233  1.000000e+00       1
## Zfp810          8.791427e-05  0.2948032 0.229 0.124  1.000000e+00       1
## Usp11           8.793449e-05  0.2262721 0.163 0.079  1.000000e+00       1
## 9130604C24Rik   8.795080e-05  1.1862862 0.082 0.029  1.000000e+00       1
## Mknk2           8.828145e-05  0.1268794 0.490 0.313  1.000000e+00       1
## Gm31793         8.848657e-05  1.8496072 0.057 0.017  1.000000e+00       1
## Cnot9           8.959614e-05  0.3784851 0.229 0.128  1.000000e+00       1
## Gdi21           8.967365e-05  0.1456132 0.959 0.737  1.000000e+00       1
## Shc41           8.999749e-05  0.3949638 0.139 0.062  1.000000e+00       1
## Tymp            9.018934e-05  1.5121720 0.041 0.009  1.000000e+00       1
## Hace1           9.036249e-05  0.3137750 0.278 0.161  1.000000e+00       1
## Hspa2           9.100894e-05  0.7653911 0.102 0.042  1.000000e+00       1
## Mknk1           9.102450e-05  0.1840449 0.282 0.166  1.000000e+00       1
## Psmb61          9.124410e-05  0.1001803 0.980 0.747  1.000000e+00       1
## Ppip5k21        9.190618e-05  0.1221513 0.731 0.510  1.000000e+00       1
## Brms1           9.512775e-05  0.1996779 0.482 0.317  1.000000e+00       1
## Dclre1b         9.545871e-05  1.2366833 0.106 0.045  1.000000e+00       1
## Zscan21         9.650462e-05  0.2922026 0.245 0.136  1.000000e+00       1
## Uhmk11          9.675128e-05  0.1087197 0.682 0.469  1.000000e+00       1
## Nif3l1          9.720194e-05  0.6547820 0.212 0.119  1.000000e+00       1
## Bmp6            9.905447e-05  2.8190736 0.037 0.008  1.000000e+00       1
## Prss36          9.946670e-05  0.6925957 0.135 0.062  1.000000e+00       1
## Ddah1           9.952677e-05  0.8136091 0.106 0.045  1.000000e+00       1
## Zfp775          1.001243e-04  0.5125405 0.118 0.052  1.000000e+00       1
## Bmt2            1.002051e-04  0.1920440 0.437 0.271  1.000000e+00       1
## Cbl             1.010229e-04  0.1152031 0.702 0.526  1.000000e+00       1
## Lmf1            1.024113e-04  0.5729494 0.310 0.194  1.000000e+00       1
## Coq6            1.024549e-04  0.1324224 0.310 0.188  1.000000e+00       1
## Cdc731          1.027385e-04  0.2286042 0.718 0.517  1.000000e+00       1
## Bax1            1.034230e-04  0.2369584 0.894 0.649  1.000000e+00       1
## Ankrd28         1.035223e-04  0.3173924 0.282 0.168  1.000000e+00       1
## Stau2           1.043286e-04  0.4304543 0.359 0.229  1.000000e+00       1
## Zfp119a         1.056290e-04  0.5648811 0.143 0.067  1.000000e+00       1
## Nphp3           1.093045e-04  1.0048490 0.094 0.038  1.000000e+00       1
## Slc33a11        1.100236e-04  0.1318089 0.669 0.477  1.000000e+00       1
## Prrc2b1         1.105917e-04  0.1503607 0.845 0.606  1.000000e+00       1
## Dph5            1.117430e-04  0.6745923 0.176 0.092  1.000000e+00       1
## Etaa1os         1.119982e-04  1.0001606 0.086 0.033  1.000000e+00       1
## Lrp8os2         1.132785e-04  1.6249950 0.037 0.008  1.000000e+00       1
## Sin3b1          1.132938e-04  0.1867771 0.780 0.547  1.000000e+00       1
## Stip11          1.135220e-04  0.1700334 0.641 0.425  1.000000e+00       1
## Ric8b           1.139822e-04  0.2094084 0.359 0.223  1.000000e+00       1
## Snhg6           1.145773e-04  0.4327223 0.245 0.142  1.000000e+00       1
## Zfp661          1.151318e-04  0.9948878 0.078 0.028  1.000000e+00       1
## Snd1            1.156364e-04  0.2176631 0.751 0.544  1.000000e+00       1
## 1110020A21Rik   1.158370e-04  1.3539811 0.098 0.041  1.000000e+00       1
## Stambp          1.161413e-04  0.1205103 0.449 0.292  1.000000e+00       1
## Plekha4         1.169880e-04  0.8746099 0.069 0.023  1.000000e+00       1
## Krt23           1.179498e-04  0.6756736 0.073 0.026  1.000000e+00       1
## Gm5431          1.194165e-04  1.7795717 0.037 0.008  1.000000e+00       1
## Umps1           1.198013e-04  0.2131595 0.424 0.265  1.000000e+00       1
## Dlc1            1.201463e-04  1.1025803 0.106 0.045  1.000000e+00       1
## Actr3b          1.205338e-04  4.1096094 0.020 0.002  1.000000e+00       1
## Zbtb1           1.208302e-04  0.1382529 0.412 0.263  1.000000e+00       1
## Gm46410         1.211234e-04  3.1210814 0.020 0.002  1.000000e+00       1
## Mrpl211         1.213547e-04  0.1281464 0.776 0.539  1.000000e+00       1
## Psma61          1.214252e-04  0.1501284 0.898 0.632  1.000000e+00       1
## Slc2a3          1.217157e-04  1.5264411 0.020 0.002  1.000000e+00       1
## Sspn            1.217157e-04  3.0563826 0.020 0.002  1.000000e+00       1
## Pfdn61          1.221954e-04  0.1173991 0.865 0.636  1.000000e+00       1
## Gm33447         1.229086e-04  2.8686782 0.020 0.002  1.000000e+00       1
## Ly6f            1.229086e-04  2.9320402 0.020 0.002  1.000000e+00       1
## Cmpk2           1.236361e-04  0.2761062 0.220 0.123  1.000000e+00       1
## Gm33130         1.241124e-04  3.2568148 0.020 0.002  1.000000e+00       1
## Crls11          1.246662e-04  0.1310888 0.465 0.297  1.000000e+00       1
## Nck11           1.253676e-04  0.1794702 0.522 0.349  1.000000e+00       1
## Gm35601         1.259391e-04  2.1811777 0.020 0.002  1.000000e+00       1
## Gm36790         1.259391e-04  0.3097131 0.020 0.002  1.000000e+00       1
## Tmed21          1.266101e-04  0.1573781 0.943 0.733  1.000000e+00       1
## Ap4b1           1.282465e-04  0.4654278 0.237 0.136  1.000000e+00       1
## Dtx2            1.294810e-04  0.5536768 0.163 0.082  1.000000e+00       1
## Cebpz           1.310448e-04  0.1647902 0.661 0.458  1.000000e+00       1
## 6030458C11Rik   1.315051e-04  0.1949009 0.339 0.213  1.000000e+00       1
## Mrps23          1.321840e-04  0.3299711 0.498 0.331  1.000000e+00       1
## Ercc1           1.328026e-04  0.5596354 0.237 0.133  1.000000e+00       1
## Ythdf11         1.336207e-04  0.1727550 0.584 0.400  1.000000e+00       1
## Dhps            1.336360e-04  0.2389972 0.527 0.351  1.000000e+00       1
## Mtfr1           1.372712e-04  0.2658897 0.359 0.234  1.000000e+00       1
## Mthfd1          1.375200e-04  0.2332258 0.269 0.154  1.000000e+00       1
## Otulin          1.382693e-04  0.1011292 0.682 0.480  1.000000e+00       1
## G6pc3           1.428008e-04  0.1646727 0.490 0.311  1.000000e+00       1
## Yae1d1          1.431946e-04  0.1132627 0.347 0.210  1.000000e+00       1
## Mrpl2           1.439094e-04  0.1501356 0.539 0.338  1.000000e+00       1
## Exosc1          1.445932e-04  0.1473540 0.318 0.191  1.000000e+00       1
## Gm32998         1.447452e-04  2.3346248 0.041 0.010  1.000000e+00       1
## Cox18           1.448102e-04  0.4834370 0.269 0.159  1.000000e+00       1
## Capn10          1.448439e-04  0.4160458 0.282 0.171  1.000000e+00       1
## Aida            1.449841e-04  0.2293142 0.376 0.239  1.000000e+00       1
## Hhat            1.452992e-04  1.5178277 0.065 0.022  1.000000e+00       1
## Ndufaf7         1.457216e-04  0.2769524 0.306 0.184  1.000000e+00       1
## Gm39807         1.468295e-04  1.2037488 0.033 0.006  1.000000e+00       1
## Wdr89           1.477408e-04  0.1005121 0.367 0.226  1.000000e+00       1
## Paqr7           1.496687e-04  0.8082525 0.118 0.054  1.000000e+00       1
## Zhx3            1.509617e-04  0.1466246 0.245 0.136  1.000000e+00       1
## Bst2            1.517017e-04  0.5936600 0.159 0.082  1.000000e+00       1
## B230217C12Rik   1.527992e-04  1.3032474 0.061 0.020  1.000000e+00       1
## Pim2            1.528927e-04  0.1018855 0.376 0.229  1.000000e+00       1
## Sinhcaf1        1.533189e-04  0.1090229 0.571 0.386  1.000000e+00       1
## Rnf122          1.539296e-04  2.1844340 0.041 0.010  1.000000e+00       1
## 4930481A15Rik   1.540910e-04  0.4205069 0.237 0.136  1.000000e+00       1
## Ring1           1.552344e-04  0.2832535 0.343 0.212  1.000000e+00       1
## Klhl12          1.561794e-04  0.3303938 0.265 0.157  1.000000e+00       1
## Klf131          1.565986e-04  0.1342165 0.792 0.563  1.000000e+00       1
## Sipa1           1.577266e-04  0.4684039 0.155 0.075  1.000000e+00       1
## B230369F24Rik   1.585354e-04  0.5068719 0.110 0.048  1.000000e+00       1
## Tor1aip11       1.646832e-04  0.1612224 0.563 0.384  1.000000e+00       1
## Tmem170b        1.651371e-04  0.4089521 0.278 0.166  1.000000e+00       1
## Gm38521         1.661630e-04  0.9186678 0.151 0.076  1.000000e+00       1
## Gm53861         1.674358e-04  2.5752698 0.029 0.005  1.000000e+00       1
## Cd320           1.679887e-04  0.3077355 0.404 0.265  1.000000e+00       1
## Nsmce4a         1.695143e-04  0.1274740 0.612 0.416  1.000000e+00       1
## Gm21145         1.698808e-04  2.2580404 0.029 0.005  1.000000e+00       1
## Scn7a           1.711158e-04  2.3050886 0.029 0.005  1.000000e+00       1
## Cyp2c38         1.717365e-04  2.5570077 0.029 0.005  1.000000e+00       1
## Igfals          1.721727e-04  0.6513271 0.106 0.045  1.000000e+00       1
## Cnpy3           1.724909e-04  0.3973272 0.322 0.200  1.000000e+00       1
## Snx23           1.726824e-04  0.1066936 0.727 0.509  1.000000e+00       1
## Klhl91          1.729344e-04  0.1715375 0.690 0.483  1.000000e+00       1
## Gm92221         1.735521e-04  0.1433570 0.429 0.275  1.000000e+00       1
## Fam110c         1.740914e-04  0.4033232 0.200 0.110  1.000000e+00       1
## Zfp280b         1.745527e-04  0.2584747 0.367 0.232  1.000000e+00       1
## Pgpep11         1.749453e-04  0.2545020 0.527 0.357  1.000000e+00       1
## Rnf1031         1.757277e-04  0.1273411 0.780 0.567  1.000000e+00       1
## Fam32a1         1.760041e-04  0.1119303 0.853 0.611  1.000000e+00       1
## Rapgef1         1.764078e-04  0.1243054 0.306 0.184  1.000000e+00       1
## Adgre5          1.767649e-04  0.5804426 0.192 0.105  1.000000e+00       1
## Nme4            1.769093e-04  1.3909822 0.114 0.053  1.000000e+00       1
## Gm13822         1.775301e-04  1.0587459 0.065 0.022  1.000000e+00       1
## Cnnm3           1.793350e-04  0.2960726 0.273 0.165  1.000000e+00       1
## Cd86            1.798551e-04  1.8892212 0.024 0.003  1.000000e+00       1
## Hectd2os        1.800005e-04  2.3664394 0.029 0.005  1.000000e+00       1
## Samd101         1.807687e-04  0.1757842 0.465 0.312  1.000000e+00       1
## Fut4            1.809430e-04  1.0937530 0.122 0.058  1.000000e+00       1
## Tbl2            1.817048e-04  0.4698153 0.265 0.159  1.000000e+00       1
## Cln5            1.819818e-04  0.1341772 0.180 0.094  1.000000e+00       1
## Gstp3           1.831148e-04  0.8459490 0.180 0.100  1.000000e+00       1
## 5830448L01Rik   1.836363e-04  0.4864043 0.163 0.085  1.000000e+00       1
## Pex11b          1.845082e-04  0.5190014 0.261 0.156  1.000000e+00       1
## Slc9a61         1.852566e-04  0.3826576 0.237 0.136  1.000000e+00       1
## Mvd             1.873200e-04  0.5484921 0.241 0.143  1.000000e+00       1
## Ccdc181         1.880102e-04  0.2711042 0.302 0.183  1.000000e+00       1
## Zfp874a         1.883138e-04  0.4855819 0.139 0.066  1.000000e+00       1
## Gm14295         1.884822e-04  0.9911608 0.127 0.060  1.000000e+00       1
## Btc             1.904271e-04  0.3207408 0.229 0.133  1.000000e+00       1
## Fkbp81          1.915550e-04  0.1192660 0.967 0.730  1.000000e+00       1
## Eef1akmt4       1.927795e-04  0.9021796 0.114 0.052  1.000000e+00       1
## Zfp511          1.951511e-04  0.6906466 0.282 0.171  1.000000e+00       1
## Golt1b          1.996838e-04  0.4569347 0.294 0.182  1.000000e+00       1
## Rras21          2.004217e-04  0.1833121 0.424 0.283  1.000000e+00       1
## Tpd52l2         2.006174e-04  0.1072527 0.527 0.354  1.000000e+00       1
## Npb             2.021778e-04  1.7085552 0.045 0.012  1.000000e+00       1
## Mrnip           2.062639e-04  1.3411544 0.086 0.034  1.000000e+00       1
## Poc1b1          2.083962e-04  0.1891450 0.522 0.358  1.000000e+00       1
## Dhrs13          2.114956e-04  0.8287585 0.114 0.052  1.000000e+00       1
## Fbxl161         2.133899e-04  0.1639254 0.457 0.296  1.000000e+00       1
## Manbal1         2.152970e-04  0.1960887 0.449 0.300  1.000000e+00       1
## Kics2           2.170088e-04  0.5173850 0.073 0.027  1.000000e+00       1
## Ppp1r351        2.173094e-04  0.2726541 0.437 0.296  1.000000e+00       1
## Wdr19           2.173667e-04  0.6330862 0.098 0.041  1.000000e+00       1
## Gimap11         2.187210e-04  0.2234124 0.620 0.453  1.000000e+00       1
## Gm43653         2.187379e-04  1.0853387 0.045 0.012  1.000000e+00       1
## Toe1            2.211385e-04  0.3830490 0.265 0.158  1.000000e+00       1
## 2610528J11Rik1  2.216026e-04  0.2147998 0.645 0.446  1.000000e+00       1
## Acot2           2.227647e-04  0.5972114 0.163 0.086  1.000000e+00       1
## Pgam5           2.228963e-04  0.3044459 0.278 0.170  1.000000e+00       1
## Exoc8           2.229082e-04  0.1727405 0.363 0.238  1.000000e+00       1
## Mpzl1           2.229534e-04  0.2063797 0.514 0.339  1.000000e+00       1
## Tgfa            2.238330e-04  0.6173812 0.188 0.103  1.000000e+00       1
## Gm10190         2.238415e-04  1.2395546 0.049 0.014  1.000000e+00       1
## Ydjc            2.241053e-04  0.2936411 0.327 0.206  1.000000e+00       1
## Gm9776          2.250200e-04  1.2901822 0.078 0.029  1.000000e+00       1
## Pdcd11          2.255880e-04  0.1164819 0.522 0.347  1.000000e+00       1
## Mcph1           2.262675e-04  0.2517347 0.224 0.129  1.000000e+00       1
## Morn4           2.267293e-04  0.5228321 0.106 0.045  1.000000e+00       1
## Lmf2            2.270630e-04  0.3401319 0.261 0.157  1.000000e+00       1
## Ttll12          2.279889e-04  0.7887782 0.200 0.112  1.000000e+00       1
## Pspc1           2.292374e-04  0.1099805 0.343 0.216  1.000000e+00       1
## C2cd4d          2.297829e-04  2.1444660 0.037 0.008  1.000000e+00       1
## Rnf139          2.300680e-04  0.2315835 0.310 0.189  1.000000e+00       1
## Gm346861        2.307560e-04  0.6050217 0.114 0.051  1.000000e+00       1
## Gpatch2l        2.312540e-04  0.2130786 0.261 0.157  1.000000e+00       1
## Cep97           2.332524e-04  0.3694568 0.155 0.078  1.000000e+00       1
## Sike11          2.334949e-04  0.2045048 0.457 0.308  1.000000e+00       1
## Ccdc127         2.343799e-04  0.2467239 0.494 0.336  1.000000e+00       1
## Tgif1           2.352294e-04  0.1974451 0.257 0.153  1.000000e+00       1
## Dnajc25         2.358284e-04  0.1388216 0.376 0.240  1.000000e+00       1
## Lancl2          2.358416e-04  0.6771990 0.204 0.117  1.000000e+00       1
## Trim67          2.376567e-04  1.1583110 0.061 0.020  1.000000e+00       1
## Ncdn            2.404594e-04  0.1011020 0.192 0.104  1.000000e+00       1
## Arrdc3          2.413298e-04  0.1912550 0.327 0.205  1.000000e+00       1
## Crbn1           2.429028e-04  0.2020465 0.441 0.293  1.000000e+00       1
## Fbxw21          2.438926e-04  0.1756406 0.531 0.359  1.000000e+00       1
## Rad171          2.441002e-04  0.1100596 0.494 0.322  1.000000e+00       1
## Tmco11          2.444010e-04  0.1028901 0.894 0.637  1.000000e+00       1
## Nap1l3          2.445029e-04  0.5622371 0.139 0.068  1.000000e+00       1
## Plin21          2.446026e-04  0.1465615 0.600 0.403  1.000000e+00       1
## Zfp780b         2.450905e-04  0.1936258 0.302 0.181  1.000000e+00       1
## F8              2.464987e-04  0.7938321 0.090 0.036  1.000000e+00       1
## Man2c11         2.481288e-04  0.1283980 0.441 0.292  1.000000e+00       1
## Polr3g          2.503850e-04  0.8325011 0.159 0.084  1.000000e+00       1
## Tgds            2.506683e-04  0.6347859 0.224 0.130  1.000000e+00       1
## Zbtb8os         2.513893e-04  0.2161497 0.543 0.370  1.000000e+00       1
## Pskh1           2.538667e-04  0.3951954 0.282 0.177  1.000000e+00       1
## Gm31728         2.543320e-04  1.3869747 0.086 0.035  1.000000e+00       1
## Gm15489         2.557569e-04  0.3878603 0.224 0.130  1.000000e+00       1
## Carm1           2.579468e-04  0.2603672 0.318 0.198  1.000000e+00       1
## Rab101          2.587654e-04  0.1141179 0.898 0.707  1.000000e+00       1
## Rpl7l11         2.603104e-04  0.1941569 0.527 0.347  1.000000e+00       1
## Gm52134         2.610449e-04  0.5483427 0.037 0.008  1.000000e+00       1
## Esam            2.611039e-04  0.4229993 0.151 0.077  1.000000e+00       1
## Arpc1b1         2.614838e-04  0.1420905 0.959 0.789  1.000000e+00       1
## Agt             2.622988e-04  0.8290086 0.078 0.029  1.000000e+00       1
## Agps            2.633772e-04  0.1247853 0.335 0.212  1.000000e+00       1
## 0610009L18Rik   2.637263e-04  0.6938938 0.155 0.081  1.000000e+00       1
## Ttc5            2.650098e-04  0.1669358 0.469 0.305  1.000000e+00       1
## E2f6            2.652254e-04  0.3662276 0.233 0.134  1.000000e+00       1
## Prelid2         2.664879e-04  0.4332891 0.286 0.180  1.000000e+00       1
## Utp61           2.688587e-04  0.4012330 0.290 0.176  1.000000e+00       1
## 1810021B22Rik   2.699829e-04  1.1988106 0.082 0.032  1.000000e+00       1
## Mypop           2.710860e-04  0.7187911 0.131 0.063  1.000000e+00       1
## Pdcd2l          2.714938e-04  0.4991685 0.278 0.171  1.000000e+00       1
## Map1lc3b1       2.749511e-04  0.1110236 0.902 0.712  1.000000e+00       1
## Gm31619         2.752415e-04  0.7405179 0.061 0.020  1.000000e+00       1
## Rab11bos1       2.755981e-04  0.3608338 0.216 0.124  1.000000e+00       1
## Atn1            2.760327e-04  0.1881463 0.510 0.349  1.000000e+00       1
## Gm39499         2.771544e-04  0.5383714 0.053 0.016  1.000000e+00       1
## Jmjd4           2.775343e-04  1.2750062 0.135 0.068  1.000000e+00       1
## Tmem70          2.802245e-04  0.2851108 0.453 0.303  1.000000e+00       1
## 1110025M09Rik   2.824953e-04  0.8891582 0.086 0.034  1.000000e+00       1
## Csad            2.855476e-04  0.1762110 0.433 0.279  1.000000e+00       1
## 5830433I10Rik   2.861594e-04  0.1172571 0.167 0.086  1.000000e+00       1
## Dqx1            2.937608e-04  0.1048554 0.371 0.236  1.000000e+00       1
## Gm43568         2.940401e-04  1.9971727 0.041 0.010  1.000000e+00       1
## Commd2          2.962915e-04  0.1029143 0.469 0.296  1.000000e+00       1
## Washc3          2.971008e-04  0.3094688 0.490 0.338  1.000000e+00       1
## Erfl            2.989603e-04  3.4404761 0.016 0.001  1.000000e+00       1
## Tomm40l         3.017369e-04  0.1355591 0.290 0.175  1.000000e+00       1
## Pabpn1l         3.021645e-04  2.8471713 0.016 0.001  1.000000e+00       1
## Ube2d31         3.034857e-04  0.1285058 0.992 0.809  1.000000e+00       1
## Zfp60           3.037650e-04  0.3772218 0.224 0.129  1.000000e+00       1
## Ndn             3.037787e-04  3.0476324 0.016 0.001  1.000000e+00       1
## 1700020N18Rik   3.054009e-04  3.0671884 0.016 0.001  1.000000e+00       1
## Gm50595         3.054009e-04  0.7561792 0.016 0.001  1.000000e+00       1
## Ccdc89          3.054009e-04  2.8752382 0.016 0.001  1.000000e+00       1
## Gm51715         3.070313e-04  2.9673897 0.016 0.001  1.000000e+00       1
## Akr1c18         3.070313e-04  2.1343078 0.016 0.001  1.000000e+00       1
## Trim17          3.071299e-04  0.5038526 0.261 0.155  1.000000e+00       1
## Gm31305         3.086698e-04  1.6157327 0.016 0.001  1.000000e+00       1
## Gm52781         3.086698e-04  2.8513928 0.016 0.001  1.000000e+00       1
## Gm36223         3.086698e-04  2.7543248 0.016 0.001  1.000000e+00       1
## Adamts9         3.086698e-04  1.9669670 0.016 0.001  1.000000e+00       1
## Gm51458         3.086698e-04  2.7560829 0.016 0.001  1.000000e+00       1
## F420014N23Rik   3.086698e-04  2.3103270 0.016 0.001  1.000000e+00       1
## Selenoo         3.094823e-04  0.3522312 0.261 0.159  1.000000e+00       1
## Xpo4            3.130309e-04  0.2095157 0.339 0.208  1.000000e+00       1
## Atf6b1          3.138680e-04  0.1961239 0.412 0.268  1.000000e+00       1
## Rasa11          3.140706e-04  0.1947447 0.706 0.510  1.000000e+00       1
## Zfp78           3.146401e-04  1.3091229 0.065 0.023  1.000000e+00       1
## Slc25a38        3.155707e-04  0.4029541 0.237 0.142  1.000000e+00       1
## Kcnh7           3.159290e-04  0.7800411 0.102 0.045  1.000000e+00       1
## Tsen2           3.190885e-04  1.2066588 0.114 0.054  1.000000e+00       1
## Zbtb32          3.197853e-04  0.8987415 0.041 0.010  1.000000e+00       1
## Gm420671        3.229382e-04  0.6770510 0.167 0.089  1.000000e+00       1
## Pcdhb5          3.235317e-04  1.9815396 0.033 0.007  1.000000e+00       1
## Rmnd5b          3.260049e-04  0.4979897 0.261 0.157  1.000000e+00       1
## Nsmf            3.262500e-04  0.1152831 0.384 0.240  1.000000e+00       1
## Ebi3            3.306469e-04  1.0454733 0.078 0.030  1.000000e+00       1
## Zc3h6           3.312443e-04  0.3176982 0.171 0.091  1.000000e+00       1
## Osbpl6          3.312590e-04  0.1791577 0.314 0.195  1.000000e+00       1
## Asnsd1          3.321012e-04  0.1848159 0.355 0.222  1.000000e+00       1
## Tbc1d19         3.328729e-04  0.2516723 0.143 0.072  1.000000e+00       1
## Gm42253         3.334353e-04  1.5187277 0.041 0.010  1.000000e+00       1
## Cep78           3.350316e-04  0.4123450 0.216 0.126  1.000000e+00       1
## Kdm4a           3.359138e-04  0.1109448 0.400 0.261  1.000000e+00       1
## Thnsl1          3.369076e-04  0.3936809 0.176 0.093  1.000000e+00       1
## Cldn61          3.410218e-04  0.5510817 0.176 0.094  1.000000e+00       1
## Appbp21         3.411189e-04  0.2278399 0.547 0.374  1.000000e+00       1
## Eola1           3.421635e-04  0.3535575 0.335 0.216  1.000000e+00       1
## Gm41231         3.422414e-04  1.3424159 0.041 0.010  1.000000e+00       1
## 5830454E08Rik   3.430286e-04  0.8863390 0.114 0.053  1.000000e+00       1
## Uck2            3.449687e-04  0.5408589 0.171 0.094  1.000000e+00       1
## Ttl             3.486017e-04  0.7096728 0.122 0.059  1.000000e+00       1
## B3gnt8          3.501861e-04  1.3056285 0.061 0.021  1.000000e+00       1
## Cfap300         3.516965e-04  1.7939053 0.053 0.017  1.000000e+00       1
## Rpgrip1l        3.526531e-04  0.3916884 0.208 0.119  1.000000e+00       1
## Tefm            3.529625e-04  0.6634514 0.192 0.108  1.000000e+00       1
## Gm32013         3.537098e-04  1.1900133 0.045 0.013  1.000000e+00       1
## Polr3gl         3.559272e-04  0.1215155 0.371 0.238  1.000000e+00       1
## Usp32           3.563775e-04  0.1035690 0.437 0.285  1.000000e+00       1
## Pno1            3.578385e-04  0.3048747 0.376 0.238  1.000000e+00       1
## Zfp111          3.617288e-04  0.4949757 0.216 0.125  1.000000e+00       1
## Sfxn3           3.665928e-04  0.3030551 0.163 0.086  1.000000e+00       1
## Pcsk2os1        3.692113e-04  0.6605961 0.122 0.058  1.000000e+00       1
## AA388235        3.702754e-04  1.3849178 0.057 0.019  1.000000e+00       1
## Gna12           3.715288e-04  1.5635827 0.049 0.015  1.000000e+00       1
## Stx81           3.724799e-04  0.1637095 0.592 0.425  1.000000e+00       1
## Ubl4a           3.769807e-04  0.3604218 0.298 0.187  1.000000e+00       1
## Gm30906         3.783274e-04  0.5671832 0.082 0.032  1.000000e+00       1
## Trim321         3.794960e-04  0.2479131 0.233 0.132  1.000000e+00       1
## Bscl2           3.806159e-04  0.1208682 0.453 0.304  1.000000e+00       1
## Tmem17          3.807468e-04  1.3380392 0.069 0.026  1.000000e+00       1
## Ccdc159         3.843273e-04  1.3667695 0.049 0.015  1.000000e+00       1
## Samd5           3.845152e-04  0.3394862 0.069 0.025  1.000000e+00       1
## Abhd10          3.869825e-04  0.1597013 0.310 0.194  1.000000e+00       1
## Ksr2            3.894811e-04  1.1095827 0.045 0.013  1.000000e+00       1
## Rbbp7           3.929873e-04  0.1252706 0.902 0.669  1.000000e+00       1
## Nup62           3.941954e-04  0.3119820 0.245 0.143  1.000000e+00       1
## Usp31           3.942376e-04  0.1787527 0.204 0.116  1.000000e+00       1
## Pold3           3.967430e-04  0.1270046 0.371 0.235  1.000000e+00       1
## Vsig10l         3.972410e-04  1.1971022 0.053 0.017  1.000000e+00       1
## Nup133          4.007585e-04  0.9245709 0.147 0.078  1.000000e+00       1
## Nosip           4.023097e-04  0.2820809 0.351 0.231  1.000000e+00       1
## 1700123O20Rik   4.032664e-04  0.2293513 0.473 0.317  1.000000e+00       1
## Nudt1           4.038646e-04  0.4305999 0.253 0.151  1.000000e+00       1
## Gm39342         4.053319e-04  0.5110630 0.220 0.130  1.000000e+00       1
## Slc31a21        4.073572e-04  0.2816180 0.269 0.161  1.000000e+00       1
## Chchd5          4.109787e-04  0.2753941 0.314 0.198  1.000000e+00       1
## Zfp2661         4.117617e-04  0.1554889 0.535 0.370  1.000000e+00       1
## Pigu1           4.142869e-04  0.2474313 0.388 0.258  1.000000e+00       1
## Eml2            4.146759e-04  0.2897011 0.322 0.204  1.000000e+00       1
## Trim141         4.180431e-04  0.1421516 0.457 0.312  1.000000e+00       1
## 9430065F17Rik   4.278980e-04  0.7838779 0.082 0.033  1.000000e+00       1
## Rpusd4          4.295325e-04  0.7283130 0.176 0.096  1.000000e+00       1
## Rasl2-9         4.347557e-04  1.7072993 0.029 0.006  1.000000e+00       1
## Becn11          4.379610e-04  0.1036891 0.784 0.558  1.000000e+00       1
## Fam20a1         4.401288e-04  0.3745312 0.233 0.138  1.000000e+00       1
## Tfpt            4.401761e-04  0.4075580 0.245 0.149  1.000000e+00       1
## Gdf15           4.456278e-04  0.4578091 0.212 0.122  1.000000e+00       1
## B3galt6         4.459472e-04  0.4235347 0.196 0.111  1.000000e+00       1
## Rbm48           4.463300e-04  0.2825093 0.253 0.152  1.000000e+00       1
## Pctp            4.470999e-04  0.7637296 0.167 0.092  1.000000e+00       1
## H131            4.505521e-04  0.1113141 0.886 0.672  1.000000e+00       1
## Tomm61          4.528898e-04  0.1372149 0.918 0.706  1.000000e+00       1
## 9130401M01Rik   4.542292e-04  0.7552832 0.224 0.137  1.000000e+00       1
## 4930556M19Rik   4.599193e-04  1.8936239 0.037 0.009  1.000000e+00       1
## Gm57630         4.599193e-04  1.4857620 0.037 0.009  1.000000e+00       1
## Klhl15          4.600664e-04  0.2117815 0.204 0.113  1.000000e+00       1
## St6galnac4      4.654563e-04  0.5640653 0.127 0.062  1.000000e+00       1
## Gm42012         4.662155e-04  1.8956729 0.037 0.009  1.000000e+00       1
## Agk             4.697533e-04  0.6384140 0.192 0.113  1.000000e+00       1
## Pigc            4.718411e-04  0.2844180 0.306 0.196  1.000000e+00       1
## Mob3b           4.758037e-04  0.2769630 0.367 0.247  1.000000e+00       1
## Prkaca1         4.769673e-04  0.1155290 0.559 0.373  1.000000e+00       1
## Gm7457          4.775476e-04  3.1693123 0.020 0.003  1.000000e+00       1
## Gm4419          4.787614e-04  0.8030380 0.082 0.033  1.000000e+00       1
## Haus7           4.792727e-04  0.4252057 0.237 0.143  1.000000e+00       1
## Zfp330          4.820208e-04  0.1364185 0.502 0.331  1.000000e+00       1
## Pcbp4           4.889758e-04  0.2246348 0.278 0.168  1.000000e+00       1
## Gm3807          4.895540e-04  0.8860557 0.037 0.009  1.000000e+00       1
## Zfp119b         4.919946e-04  0.7926705 0.122 0.060  1.000000e+00       1
## Champ1          4.974197e-04  0.3827586 0.208 0.120  1.000000e+00       1
## Ldlrap1         4.975996e-04  0.4660560 0.122 0.061  1.000000e+00       1
## Gm26995         4.981336e-04  2.6641178 0.020 0.003  1.000000e+00       1
## Zfp9            4.998422e-04  1.9597420 0.041 0.011  1.000000e+00       1
## LOC102631992    5.002371e-04  1.6683527 0.020 0.003  1.000000e+00       1
## Gm53773         5.011193e-04  0.6489577 0.086 0.036  1.000000e+00       1
## Tmem169         5.043480e-04  1.1144693 0.037 0.009  1.000000e+00       1
## Stub11          5.067402e-04  0.1394677 0.971 0.795  1.000000e+00       1
## Gm51704         5.083435e-04  2.5888505 0.024 0.004  1.000000e+00       1
## Gm26844         5.083435e-04  2.2994334 0.024 0.004  1.000000e+00       1
## Gm52678         5.087342e-04  2.5553738 0.020 0.003  1.000000e+00       1
## Lrrc73          5.102826e-04  0.8125797 0.098 0.043  1.000000e+00       1
## Adck2           5.127821e-04  0.3353525 0.257 0.159  1.000000e+00       1
## Gm46488         5.130329e-04  2.1705960 0.020 0.003  1.000000e+00       1
## Atp6v0e1        5.185665e-04  0.1310842 0.955 0.761  1.000000e+00       1
## Snupn           5.218666e-04  0.2848354 0.208 0.122  1.000000e+00       1
## Ift140          5.258083e-04  0.2609779 0.171 0.096  1.000000e+00       1
## Prmt5           5.271369e-04  0.2399862 0.314 0.198  1.000000e+00       1
## Galt            5.291584e-04  0.4279889 0.310 0.205  1.000000e+00       1
## Gm46195         5.296950e-04  1.3334311 0.057 0.020  1.000000e+00       1
## Gm39000         5.310570e-04  1.6713339 0.024 0.004  1.000000e+00       1
## C920021L13Rik   5.343550e-04  0.2392848 0.090 0.038  1.000000e+00       1
## Bckdha          5.386203e-04  0.2071904 0.400 0.264  1.000000e+00       1
## Pogz1           5.409042e-04  0.2119971 0.335 0.212  1.000000e+00       1
## Gm14326         5.431131e-04  0.2766184 0.176 0.099  1.000000e+00       1
## Nkap            5.466815e-04  0.1351710 0.420 0.279  1.000000e+00       1
## Memo1           5.481941e-04  0.1979189 0.388 0.256  1.000000e+00       1
## Fam185a         5.511597e-04  0.6657207 0.163 0.089  1.000000e+00       1
## Mus81           5.530312e-04  0.9145210 0.122 0.061  1.000000e+00       1
## Gm46786         5.541023e-04  1.9003158 0.049 0.015  1.000000e+00       1
## Ube2i1          5.545986e-04  0.1340016 0.910 0.682  1.000000e+00       1
## Get1            5.546470e-04  1.0709698 0.102 0.047  1.000000e+00       1
## Tnfrsf14        5.577947e-04  0.1966150 0.273 0.166  1.000000e+00       1
## Bud23           5.617088e-04  0.1115990 0.449 0.290  1.000000e+00       1
## Clcn31          5.619382e-04  0.1096738 0.882 0.673  1.000000e+00       1
## Vps8            5.652240e-04  0.2033786 0.237 0.140  1.000000e+00       1
## Cep131          5.655608e-04  0.5378376 0.127 0.063  1.000000e+00       1
## Zfp777          5.659849e-04  0.3405560 0.224 0.133  1.000000e+00       1
## Gm52861         5.704672e-04  0.5631265 0.082 0.034  1.000000e+00       1
## Zkscan7         5.729074e-04  0.2656813 0.237 0.141  1.000000e+00       1
## Dand5           5.740654e-04  0.8266370 0.139 0.072  1.000000e+00       1
## Cd99            5.750624e-04  1.3012935 0.057 0.020  1.000000e+00       1
## Stimate         5.768805e-04  0.4177234 0.163 0.089  1.000000e+00       1
## Trpv6           5.843580e-04  0.5855751 0.045 0.013  1.000000e+00       1
## AW046200        5.843580e-04  1.7678782 0.045 0.013  1.000000e+00       1
## Gm43380         5.857526e-04  0.9774292 0.041 0.011  1.000000e+00       1
## Nudt12          5.858840e-04  0.9919745 0.082 0.034  1.000000e+00       1
## Zfp41           5.862215e-04  1.0501759 0.069 0.027  1.000000e+00       1
## Thyn1           5.871566e-04  0.3065173 0.331 0.210  1.000000e+00       1
## Ngef            5.961727e-04  0.7573596 0.151 0.082  1.000000e+00       1
## Gm53595         5.963226e-04  0.9744869 0.069 0.027  1.000000e+00       1
## Rell2           5.983621e-04  1.2453132 0.069 0.027  1.000000e+00       1
## Gm10614         6.093947e-04  0.8195673 0.049 0.015  1.000000e+00       1
## Thap1           6.112626e-04  0.3428689 0.212 0.122  1.000000e+00       1
## Prps1l31        6.157020e-04  0.2625920 0.408 0.272  1.000000e+00       1
## Ptgds           6.192662e-04  3.3197280 0.012 0.001  1.000000e+00       1
## 1700026J14Rik   6.192662e-04  3.2525918 0.012 0.001  1.000000e+00       1
## 4930579G18Rik   6.192662e-04  3.4337434 0.012 0.001  1.000000e+00       1
## Kcnrg           6.192662e-04  3.3276770 0.012 0.001  1.000000e+00       1
## Tmem178         6.192662e-04  3.1567128 0.012 0.001  1.000000e+00       1
## Gm33335         6.192662e-04  3.3800624 0.012 0.001  1.000000e+00       1
## Akap14          6.192662e-04  3.4852079 0.012 0.001  1.000000e+00       1
## Alg2            6.208210e-04  0.1130934 0.478 0.323  1.000000e+00       1
## Gm25663         6.231284e-04  3.3626028 0.012 0.001  1.000000e+00       1
## Gyg1            6.247206e-04  0.4764711 0.257 0.164  1.000000e+00       1
## Cyp2d22         6.257148e-04  0.2537095 0.143 0.073  1.000000e+00       1
## Pcdhga5         6.261887e-04  0.6571769 0.094 0.041  1.000000e+00       1
## Oaz3            6.270130e-04  3.2894181 0.012 0.001  1.000000e+00       1
## Cxcl9           6.270130e-04  3.0832779 0.012 0.001  1.000000e+00       1
## Gm40578         6.270130e-04  3.3665938 0.012 0.001  1.000000e+00       1
## Gm5215          6.270130e-04  3.2600518 0.012 0.001  1.000000e+00       1
## Trap1           6.275148e-04  0.2390096 0.384 0.247  1.000000e+00       1
## Gm34507         6.293429e-04  1.8420435 0.033 0.008  1.000000e+00       1
## Rbm8a1          6.299725e-04  0.1713089 0.808 0.577  1.000000e+00       1
## Gm33610         6.309202e-04  2.8717343 0.012 0.001  1.000000e+00       1
## Gm52486         6.309202e-04  2.8668532 0.012 0.001  1.000000e+00       1
## Gm53349         6.309202e-04  2.0869534 0.012 0.001  1.000000e+00       1
## Gm53386         6.309202e-04  2.8403128 0.012 0.001  1.000000e+00       1
## 4933427E11Rik   6.309202e-04  3.0323804 0.012 0.001  1.000000e+00       1
## Ltbp3           6.309202e-04  1.9885003 0.012 0.001  1.000000e+00       1
## Aacs1           6.310917e-04  0.1256894 0.388 0.265  1.000000e+00       1
## Brf2            6.313850e-04  0.3154972 0.151 0.082  1.000000e+00       1
## Zfp28           6.317983e-04  0.6139672 0.118 0.057  1.000000e+00       1
## Fam53a          6.366560e-04  0.2596234 0.388 0.263  1.000000e+00       1
## D7Ertd128e      6.403830e-04  0.4713963 0.127 0.062  1.000000e+00       1
## Vps26c1         6.490413e-04  0.1785404 0.453 0.301  1.000000e+00       1
## Cdin1           6.497574e-04  0.4400674 0.180 0.102  1.000000e+00       1
## Fbxw81          6.499187e-04  0.3160032 0.359 0.239  1.000000e+00       1
## Psmd21          6.507221e-04  0.1258205 0.800 0.577  1.000000e+00       1
## Bcap29          6.528136e-04  0.1832195 0.306 0.196  1.000000e+00       1
## Ndufv31         6.533258e-04  0.1234593 0.984 0.802  1.000000e+00       1
## Gaa1            6.563890e-04  0.2575822 0.412 0.284  1.000000e+00       1
## Qprt            6.566976e-04  1.3887732 0.045 0.013  1.000000e+00       1
## Map10           6.571102e-04  0.1859907 0.127 0.062  1.000000e+00       1
## Ipo9            6.579008e-04  0.2023127 0.278 0.173  1.000000e+00       1
## Gas8            6.589878e-04  0.1748216 0.233 0.139  1.000000e+00       1
## Pigt1           6.668568e-04  0.1052288 0.702 0.484  1.000000e+00       1
## Dusp28          6.687514e-04  0.6183454 0.184 0.105  1.000000e+00       1
## Zfp865          6.703588e-04  0.3605406 0.294 0.187  1.000000e+00       1
## Zfp658          6.784403e-04  1.2681598 0.049 0.015  1.000000e+00       1
## Gm6658          6.804543e-04  0.7853536 0.094 0.042  1.000000e+00       1
## Tbcc1           6.816684e-04  0.3049325 0.506 0.343  1.000000e+00       1
## Rita1           6.832618e-04  0.5930815 0.135 0.070  1.000000e+00       1
## Ppox            6.850523e-04  0.3472782 0.237 0.143  1.000000e+00       1
## Zfp689          6.859405e-04  0.6022328 0.122 0.060  1.000000e+00       1
## Gm356071        6.872825e-04  0.7891893 0.102 0.047  1.000000e+00       1
## Fip1l1          6.908507e-04  0.1095991 0.759 0.553  1.000000e+00       1
## Dnajc9          6.935681e-04  0.2622632 0.298 0.187  1.000000e+00       1
## Mgat1           6.947439e-04  0.1600591 0.514 0.358  1.000000e+00       1
## Gmpr2           6.955956e-04  0.2055869 0.261 0.159  1.000000e+00       1
## Mfhas1          6.991499e-04  0.4151470 0.159 0.087  1.000000e+00       1
## Gm33409         7.073866e-04  1.7882429 0.033 0.008  1.000000e+00       1
## Ap4s1           7.149299e-04  0.1950475 0.457 0.310  1.000000e+00       1
## Tmem218         7.168805e-04  0.7262054 0.147 0.080  1.000000e+00       1
## Gm14051         7.174964e-04  1.5232739 0.033 0.008  1.000000e+00       1
## Rnaseh2a        7.201421e-04  0.1401434 0.290 0.177  1.000000e+00       1
## Hoxb2           7.202432e-04  0.5420782 0.094 0.042  1.000000e+00       1
## Cdc42ep41       7.236626e-04  0.1367250 0.502 0.340  1.000000e+00       1
## Prkd2           7.266962e-04  0.2522806 0.216 0.129  1.000000e+00       1
## Pex26           7.294584e-04  0.2391152 0.314 0.204  1.000000e+00       1
## Ttll1           7.299777e-04  0.3699807 0.159 0.085  1.000000e+00       1
## Hdac21          7.347672e-04  0.1492733 0.616 0.446  1.000000e+00       1
## Coa4            7.393319e-04  0.2272831 0.380 0.253  1.000000e+00       1
## Dmap11          7.476902e-04  0.1788960 0.359 0.236  1.000000e+00       1
## Tpgs2           7.508671e-04  0.6839352 0.135 0.071  1.000000e+00       1
## Gmppa           7.563380e-04  0.1208683 0.580 0.412  1.000000e+00       1
## Phykpl          7.647256e-04  0.2274851 0.294 0.189  1.000000e+00       1
## Kpna61          7.648262e-04  0.1157584 0.424 0.280  1.000000e+00       1
## Selenbp1        7.774572e-04  0.1218747 0.204 0.122  1.000000e+00       1
## Thumpd3         7.782217e-04  0.2675925 0.322 0.210  1.000000e+00       1
## Ldhd            7.855840e-04  1.1392075 0.078 0.033  1.000000e+00       1
## Nfatc2          7.952525e-04  0.5371105 0.114 0.057  1.000000e+00       1
## Mir703          7.955317e-04  0.2686254 0.331 0.211  1.000000e+00       1
## Gtpbp8          7.990790e-04  0.2631650 0.257 0.161  1.000000e+00       1
## 2210417A02Rik1  8.063847e-04  0.6143365 0.094 0.042  1.000000e+00       1
## Mnd1            8.087887e-04  1.4490156 0.078 0.033  1.000000e+00       1
## Slc19a2         8.104341e-04  0.5579092 0.192 0.110  1.000000e+00       1
## Rela            8.117611e-04  0.3922730 0.314 0.208  1.000000e+00       1
## Pemt            8.134844e-04  1.0075426 0.127 0.066  1.000000e+00       1
## Pcsk2           8.173478e-04  0.6573726 0.216 0.133  1.000000e+00       1
## Pum3            8.201863e-04  0.1775820 0.416 0.277  1.000000e+00       1
## Acp11           8.249111e-04  0.1120078 0.800 0.585  1.000000e+00       1
## Gm40448         8.284926e-04  1.7556697 0.041 0.012  1.000000e+00       1
## Gm46941         8.295673e-04  1.8492824 0.037 0.010  1.000000e+00       1
## Zkscan17        8.301439e-04  0.6208695 0.167 0.094  1.000000e+00       1
## 9330020H09Rik   8.364213e-04  0.2591205 0.220 0.129  1.000000e+00       1
## 2010001A14Rik   8.490479e-04  0.2934294 0.261 0.165  1.000000e+00       1
## Gm41408         8.499908e-04  0.8376089 0.078 0.032  1.000000e+00       1
## Gosr1           8.585447e-04  0.1658719 0.371 0.247  1.000000e+00       1
## Zfp1101         8.632889e-04  0.1759728 0.437 0.304  1.000000e+00       1
## Nsdhl           8.635267e-04  0.1860745 0.261 0.161  1.000000e+00       1
## Zfp39           8.682925e-04  0.8345123 0.057 0.020  1.000000e+00       1
## Reep2           8.751959e-04  1.4392368 0.037 0.010  1.000000e+00       1
## Kdm2b           8.825711e-04  0.4016942 0.298 0.194  1.000000e+00       1
## Ribc1           8.830521e-04  0.9924052 0.065 0.025  1.000000e+00       1
## Parp3           8.878515e-04  0.9176407 0.094 0.043  1.000000e+00       1
## Gas2l3          8.993491e-04  0.2637664 0.110 0.054  1.000000e+00       1
## Gm46775         8.997591e-04  0.9346589 0.053 0.018  1.000000e+00       1
## Ak6             9.005594e-04  0.1799336 0.424 0.286  1.000000e+00       1
## 6430503K07Rik   9.015350e-04  0.5268377 0.110 0.052  1.000000e+00       1
## Purg            9.084813e-04  0.4820494 0.122 0.061  1.000000e+00       1
## Bloc1s3         9.112950e-04  0.4258516 0.155 0.083  1.000000e+00       1
## Gm10087         9.123880e-04  0.5906845 0.041 0.012  1.000000e+00       1
## Zbtb34          9.135608e-04  0.3141340 0.127 0.064  1.000000e+00       1
## Lrfn1           9.140313e-04  2.2742162 0.029 0.006  1.000000e+00       1
## Osbpl8          9.152561e-04  0.4143826 0.208 0.123  1.000000e+00       1
## Pdp2            9.186415e-04  0.1248590 0.327 0.212  1.000000e+00       1
## Dnajc16         9.187948e-04  0.3593050 0.176 0.099  1.000000e+00       1
## Rbm31           9.206331e-04  0.1290288 0.559 0.375  1.000000e+00       1
## Ogdhl           9.214209e-04  0.4743972 0.151 0.081  1.000000e+00       1
## Tmem184c        9.233591e-04  0.2142583 0.322 0.208  1.000000e+00       1
## Pcnx4           9.235427e-04  0.1376998 0.261 0.159  1.000000e+00       1
## Fnbp1           9.239686e-04  0.1377160 0.265 0.161  1.000000e+00       1
## Tmem91          9.364753e-04  2.0484412 0.029 0.006  1.000000e+00       1
## Katnb1          9.379981e-04  0.6822345 0.155 0.087  1.000000e+00       1
## Map6            9.394088e-04  0.3140454 0.220 0.131  1.000000e+00       1
## Gm8290          9.401097e-04  1.4301294 0.049 0.016  1.000000e+00       1
## Carmil2         9.452587e-04  1.0564185 0.065 0.025  1.000000e+00       1
## Epb42           9.533138e-04  1.2555162 0.065 0.025  1.000000e+00       1
## Gm41845         9.536422e-04  1.9388062 0.029 0.006  1.000000e+00       1
## Tctn1           9.559001e-04  0.7090277 0.090 0.041  1.000000e+00       1
## Gm4532          9.567216e-04  0.2250805 0.106 0.050  1.000000e+00       1
## Aars2           9.578197e-04  0.6310272 0.184 0.107  1.000000e+00       1
## Mast1           9.583452e-04  1.3649119 0.041 0.012  1.000000e+00       1
## Prmt7           9.584659e-04  0.3973902 0.237 0.145  1.000000e+00       1
## Clybl           9.586525e-04  0.4385562 0.204 0.124  1.000000e+00       1
## Cd247           9.628321e-04  1.3628424 0.041 0.012  1.000000e+00       1
## Zfp647          9.695990e-04  1.3588178 0.041 0.012  1.000000e+00       1
## Rsph4a          9.740385e-04  1.5656315 0.029 0.006  1.000000e+00       1
## Ppp2r5b1        9.773179e-04  0.1727108 0.522 0.379  1.000000e+00       1
## 5730409E04Rik   9.829028e-04  1.9845273 0.029 0.006  1.000000e+00       1
## Eipr1           9.839810e-04  0.1947922 0.318 0.205  1.000000e+00       1
## Cpsf3           9.914775e-04  0.1440513 0.404 0.268  1.000000e+00       1
## Fgd1            9.948746e-04  0.8814919 0.098 0.046  1.000000e+00       1
## Fam199x1        1.001545e-03  0.2019851 0.392 0.269  1.000000e+00       1
## Svop            1.004691e-03  0.9093771 0.065 0.025  1.000000e+00       1
## Pcdhga6         1.011504e-03  0.5504585 0.065 0.025  1.000000e+00       1
## Pbx2            1.015456e-03  0.1457345 0.441 0.304  1.000000e+00       1
## Gm5296          1.016644e-03  0.6029111 0.171 0.099  1.000000e+00       1
## Prcp            1.020114e-03  0.7248919 0.163 0.092  1.000000e+00       1
## AB010352        1.036567e-03  0.2002171 0.204 0.119  1.000000e+00       1
## Septin9         1.039809e-03  0.3710989 0.302 0.200  1.000000e+00       1
## H2ap            1.041038e-03  1.3571345 0.045 0.014  1.000000e+00       1
## Tmem68          1.041691e-03  0.2316061 0.286 0.181  1.000000e+00       1
## Ubfd1           1.055056e-03  0.1349445 0.535 0.370  1.000000e+00       1
## Ppm1g1          1.059258e-03  0.1666683 0.584 0.411  1.000000e+00       1
## R3hcc1          1.062953e-03  0.3625290 0.163 0.093  1.000000e+00       1
## 2010315B03Rik   1.064984e-03  0.2285771 0.335 0.225  1.000000e+00       1
## Gm16845         1.075716e-03  0.9318498 0.090 0.041  1.000000e+00       1
## Dcaf12l1        1.077405e-03  0.6742442 0.073 0.030  1.000000e+00       1
## Kif3c           1.077498e-03  0.2553531 0.180 0.100  1.000000e+00       1
## Fundc1          1.077707e-03  0.4196009 0.273 0.176  1.000000e+00       1
## Tmem185b1       1.078734e-03  0.3273592 0.233 0.143  1.000000e+00       1
## Megf8           1.081759e-03  0.1555285 0.237 0.142  1.000000e+00       1
## Snhg91          1.091134e-03  0.1153655 0.355 0.234  1.000000e+00       1
## Gm5914          1.095713e-03  0.4941191 0.237 0.147  1.000000e+00       1
## Klhl5           1.101591e-03  1.3087996 0.082 0.036  1.000000e+00       1
## Brsk1           1.108328e-03  0.3385463 0.143 0.075  1.000000e+00       1
## Zfp582          1.116328e-03  0.9796335 0.061 0.023  1.000000e+00       1
## Bbs7            1.120714e-03  0.7639307 0.098 0.046  1.000000e+00       1
## Catsper2        1.123176e-03  0.7942340 0.102 0.049  1.000000e+00       1
## Invs            1.136447e-03  0.6653481 0.147 0.081  1.000000e+00       1
## Parp11          1.136687e-03  0.3804915 0.176 0.101  1.000000e+00       1
## Crlf3           1.144436e-03  0.3240002 0.208 0.128  1.000000e+00       1
## Meaf61          1.148364e-03  0.2201822 0.522 0.368  1.000000e+00       1
## 1600012H06Rik   1.154552e-03  0.1454614 0.367 0.236  1.000000e+00       1
## Rnaseh1         1.182503e-03  0.4036904 0.220 0.136  1.000000e+00       1
## Isy1            1.186613e-03  0.1785028 0.249 0.154  1.000000e+00       1
## Gm40190         1.192660e-03  1.2210358 0.057 0.021  1.000000e+00       1
## Bicdl2          1.193960e-03  0.4038712 0.224 0.138  1.000000e+00       1
## Cdyl            1.195862e-03  0.2816961 0.241 0.150  1.000000e+00       1
## Gm30706         1.203494e-03  0.9892463 0.057 0.021  1.000000e+00       1
## Mex3c           1.206666e-03  0.1155362 0.514 0.356  1.000000e+00       1
## Mrps111         1.209715e-03  0.1182675 0.506 0.351  1.000000e+00       1
## Atp5f1e1        1.214765e-03  0.1100081 1.000 0.887  1.000000e+00       1
## Zfp583          1.216611e-03  0.5278883 0.106 0.051  1.000000e+00       1
## Tlnrd11         1.219253e-03  0.1307597 0.669 0.487  1.000000e+00       1
## Zscan25         1.222177e-03  0.1461497 0.171 0.096  1.000000e+00       1
## Dipk1b          1.227807e-03  1.5804083 0.053 0.019  1.000000e+00       1
## Mfsd14b1        1.228724e-03  0.1141956 0.502 0.338  1.000000e+00       1
## Gm52692         1.260486e-03  0.9833271 0.024 0.005  1.000000e+00       1
## Il17ra          1.262145e-03  0.1552728 0.257 0.160  1.000000e+00       1
## Hps6            1.278803e-03  0.5540998 0.122 0.063  1.000000e+00       1
## Gm22063         1.287459e-03  1.3983377 0.033 0.008  1.000000e+00       1
## Chn11           1.308958e-03  1.0076072 0.065 0.026  1.000000e+00       1
## Plp1            1.309912e-03  0.1782159 0.102 0.048  1.000000e+00       1
## Zfp105          1.326489e-03  0.9087438 0.053 0.019  1.000000e+00       1
## Or5m3b          1.328985e-03  1.2858798 0.053 0.019  1.000000e+00       1
## Gm32449         1.343102e-03  1.4836498 0.033 0.008  1.000000e+00       1
## Dmkn            1.344052e-03  0.5525115 0.053 0.019  1.000000e+00       1
## Ppih            1.346400e-03  0.1877328 0.290 0.182  1.000000e+00       1
## Casp9           1.349624e-03  0.3706267 0.220 0.134  1.000000e+00       1
## Slc2a8          1.349643e-03  0.5580823 0.159 0.091  1.000000e+00       1
## Pstk            1.356118e-03  0.4986499 0.184 0.113  1.000000e+00       1
## Gm22299         1.357356e-03  1.5803309 0.033 0.008  1.000000e+00       1
## Tjap1           1.367295e-03  0.2636697 0.278 0.177  1.000000e+00       1
## Bloc1s5         1.369898e-03  0.5570491 0.216 0.135  1.000000e+00       1
## Gm15927         1.383153e-03  0.7692770 0.078 0.034  1.000000e+00       1
## Gm33315         1.390364e-03  1.9296866 0.041 0.013  1.000000e+00       1
## Herc6           1.398339e-03  0.1802403 0.151 0.082  1.000000e+00       1
## Mrpl39          1.399007e-03  0.1881912 0.322 0.209  1.000000e+00       1
## Kcnq4           1.399104e-03  3.0625887 0.016 0.002  1.000000e+00       1
## Zfp606          1.401866e-03  0.1084288 0.322 0.211  1.000000e+00       1
## Eif2ak4         1.409739e-03  0.6217144 0.122 0.064  1.000000e+00       1
## Avp             1.411554e-03  2.9339168 0.016 0.002  1.000000e+00       1
## Gm38529         1.411687e-03  0.1942792 0.078 0.034  1.000000e+00       1
## Adamtsl4        1.417818e-03  2.4978876 0.016 0.002  1.000000e+00       1
## Lrrc8c          1.422594e-03  1.3860893 0.037 0.010  1.000000e+00       1
## Kmo             1.424107e-03  2.6596609 0.016 0.002  1.000000e+00       1
## Gm33782         1.424107e-03  2.7878699 0.016 0.002  1.000000e+00       1
## Eno1b           1.425952e-03  1.5990051 0.045 0.015  1.000000e+00       1
## Gm13032         1.426015e-03  1.7975982 0.037 0.010  1.000000e+00       1
## Cd72            1.430422e-03  2.7794229 0.016 0.002  1.000000e+00       1
## Prkab1          1.432840e-03  0.2487432 0.294 0.196  1.000000e+00       1
## Acbd7           1.436762e-03  1.7808677 0.016 0.002  1.000000e+00       1
## E130112N10Rik   1.436762e-03  1.9785170 0.016 0.002  1.000000e+00       1
## Gm53491         1.449521e-03  2.1559184 0.016 0.002  1.000000e+00       1
## Zgpat           1.455376e-03  0.1358887 0.237 0.147  1.000000e+00       1
## 4930448E22Rik   1.455940e-03  1.8860804 0.016 0.002  1.000000e+00       1
## Pheta2          1.455940e-03  1.5715490 0.016 0.002  1.000000e+00       1
## Gm29863         1.455940e-03  2.5817638 0.016 0.002  1.000000e+00       1
## Fam89b1         1.458066e-03  0.1741850 0.408 0.277  1.000000e+00       1
## Spsb21          1.460297e-03  0.1426222 0.367 0.244  1.000000e+00       1
## Adnp            1.466842e-03  0.1920813 0.224 0.138  1.000000e+00       1
## Gm54256         1.476469e-03  1.1070924 0.041 0.013  1.000000e+00       1
## Gm15478         1.478956e-03  0.7318109 0.078 0.034  1.000000e+00       1
## Tmeff1          1.483569e-03  0.1277468 0.314 0.203  1.000000e+00       1
## Prcc            1.483814e-03  0.1460881 0.298 0.198  1.000000e+00       1
## 9030612E09Rik   1.485366e-03  1.0941343 0.049 0.017  1.000000e+00       1
## Zfp783          1.486202e-03  1.3331356 0.065 0.027  1.000000e+00       1
## Ggnbp1          1.496589e-03  0.7800094 0.069 0.029  1.000000e+00       1
## Snhg14          1.498222e-03  1.5184184 0.057 0.022  1.000000e+00       1
## Gm35374         1.501049e-03  2.2693965 0.020 0.003  1.000000e+00       1
## Mtnr1a          1.506598e-03  2.4368726 0.020 0.003  1.000000e+00       1
## Zfp1006         1.510257e-03  0.4328708 0.143 0.078  1.000000e+00       1
## Wdr31           1.515447e-03  0.7084173 0.082 0.036  1.000000e+00       1
## Tub             1.517741e-03  0.9066097 0.049 0.017  1.000000e+00       1
## Agbl5           1.527816e-03  0.1063880 0.167 0.094  1.000000e+00       1
## Iqch            1.534627e-03  2.2776212 0.020 0.003  1.000000e+00       1
## Gm52500         1.540291e-03  2.1509502 0.020 0.003  1.000000e+00       1
## Klhl25          1.540464e-03  0.9489467 0.102 0.050  1.000000e+00       1
## Stambpl1        1.558418e-03  0.2660174 0.208 0.129  1.000000e+00       1
## Gm19744         1.563136e-03  1.3225660 0.020 0.003  1.000000e+00       1
## Gm31434         1.564110e-03  0.2548168 0.102 0.049  1.000000e+00       1
## Vrk2            1.572258e-03  1.0481125 0.094 0.045  1.000000e+00       1
## Dcun1d3         1.589183e-03  0.4184741 0.180 0.105  1.000000e+00       1
## Metap21         1.626386e-03  0.1415635 0.984 0.784  1.000000e+00       1
## Ncoa5           1.628236e-03  0.2624494 0.384 0.268  1.000000e+00       1
## Acyp2           1.659975e-03  0.2626481 0.114 0.058  1.000000e+00       1
## Nr1h3           1.678736e-03  0.2272716 0.273 0.180  1.000000e+00       1
## Pet117          1.688192e-03  0.2519266 0.180 0.106  1.000000e+00       1
## Ddx47           1.689611e-03  0.1009140 0.335 0.220  1.000000e+00       1
## 2700049A03Rik   1.690313e-03  0.4847625 0.180 0.107  1.000000e+00       1
## Gm47340         1.700536e-03  0.9384313 0.094 0.045  1.000000e+00       1
## Srf1            1.701037e-03  0.1203381 0.371 0.242  1.000000e+00       1
## Trpt1           1.708151e-03  0.9869429 0.086 0.040  1.000000e+00       1
## Eme2            1.717209e-03  1.0865602 0.106 0.054  1.000000e+00       1
## Fitm2           1.733064e-03  0.9255676 0.065 0.027  1.000000e+00       1
## Cluap1          1.733336e-03  0.2321530 0.294 0.192  1.000000e+00       1
## Urm1            1.737582e-03  0.1656249 0.424 0.290  1.000000e+00       1
## Mib2            1.746829e-03  0.1163894 0.310 0.203  1.000000e+00       1
## Rab40b          1.760866e-03  0.8198153 0.078 0.034  1.000000e+00       1
## Mterf1b         1.766237e-03  0.2698883 0.176 0.101  1.000000e+00       1
## Arf2            1.771010e-03  0.1825867 0.212 0.131  1.000000e+00       1
## Pinlyp          1.784971e-03  2.5294242 0.029 0.007  1.000000e+00       1
## Nceh1           1.793828e-03  0.3449114 0.180 0.106  1.000000e+00       1
## Lrrc49          1.794813e-03  0.3001428 0.171 0.100  1.000000e+00       1
## Gm3363          1.794983e-03  2.4113380 0.029 0.007  1.000000e+00       1
## Ndufaf1         1.795736e-03  0.4467941 0.192 0.118  1.000000e+00       1
## Emc11           1.812691e-03  0.1210416 0.449 0.311  1.000000e+00       1
## Sav1            1.832338e-03  0.1167682 0.400 0.284  1.000000e+00       1
## Cbr3            1.840681e-03  0.3206497 0.029 0.007  1.000000e+00       1
## Vps51           1.854831e-03  0.1243290 0.335 0.223  1.000000e+00       1
## Wdr93           1.861332e-03  1.7805191 0.029 0.007  1.000000e+00       1
## Tekt41          1.871794e-03  0.4317889 0.151 0.082  1.000000e+00       1
## Zdhhc6          1.874897e-03  0.1650989 0.347 0.234  1.000000e+00       1
## F830010H11Rik   1.876960e-03  1.5643819 0.029 0.007  1.000000e+00       1
## Zfp790          1.880824e-03  0.2724239 0.265 0.175  1.000000e+00       1
## Fdxr            1.888128e-03  0.3838906 0.196 0.120  1.000000e+00       1
## Pcdhgb2         1.919225e-03  1.2797358 0.029 0.007  1.000000e+00       1
## Fam151b         1.936478e-03  0.7672390 0.098 0.048  1.000000e+00       1
## Rgs6            1.938366e-03  0.1158632 0.057 0.022  1.000000e+00       1
## Gm11723         1.940684e-03  1.1449630 0.029 0.007  1.000000e+00       1
## Guca1a          1.941949e-03  0.9646523 0.098 0.049  1.000000e+00       1
## Mccc1           1.943922e-03  0.1282445 0.306 0.203  1.000000e+00       1
## Zfp346          1.962659e-03  0.3013389 0.143 0.078  1.000000e+00       1
## Gm2885          1.967818e-03  1.5267122 0.029 0.007  1.000000e+00       1
## Usb1            1.971892e-03  0.5329399 0.176 0.104  1.000000e+00       1
## Inpp5b          1.976007e-03  0.1177124 0.261 0.171  1.000000e+00       1
## Dnttip21        1.981905e-03  0.1189320 0.641 0.461  1.000000e+00       1
## Snx16           1.984710e-03  0.1619208 0.327 0.219  1.000000e+00       1
## Pofut1          1.998061e-03  0.3229904 0.224 0.141  1.000000e+00       1
## 1110002L01Rik   2.013608e-03  0.1181171 0.233 0.141  1.000000e+00       1
## Gm41774         2.024040e-03  1.5935023 0.049 0.017  1.000000e+00       1
## Ssh1            2.024640e-03  0.1628737 0.351 0.236  1.000000e+00       1
## Zdhhc4          2.037334e-03  0.2303221 0.265 0.171  1.000000e+00       1
## Nol11           2.052375e-03  0.2683028 0.347 0.230  1.000000e+00       1
## Gatb            2.063726e-03  0.6942661 0.151 0.088  1.000000e+00       1
## Wdtc11          2.072701e-03  0.1429034 0.441 0.300  1.000000e+00       1
## Gm53858         2.078842e-03  2.2915077 0.033 0.009  1.000000e+00       1
## Ogfod1          2.101552e-03  0.1155602 0.261 0.163  1.000000e+00       1
## Phldb3          2.105609e-03  0.3512420 0.122 0.065  1.000000e+00       1
## Gpsm1           2.109136e-03  0.1400068 0.163 0.092  1.000000e+00       1
## Erich5          2.147108e-03  1.9746936 0.033 0.009  1.000000e+00       1
## Wdr44           2.151518e-03  0.1309609 0.343 0.234  1.000000e+00       1
## Fmnl1           2.154101e-03  0.8228998 0.073 0.032  1.000000e+00       1
## Mrtfa           2.157842e-03  0.1222434 0.302 0.195  1.000000e+00       1
## Lrrc51          2.158574e-03  0.5108515 0.114 0.059  1.000000e+00       1
## Mbip            2.181338e-03  0.3115998 0.208 0.129  1.000000e+00       1
## Twf21           2.183742e-03  0.2044476 0.339 0.227  1.000000e+00       1
## AW554918        2.193522e-03  0.3252338 0.151 0.087  1.000000e+00       1
## Fbh11           2.205864e-03  0.1257428 0.482 0.343  1.000000e+00       1
## Gm35315         2.217423e-03  1.7206847 0.033 0.009  1.000000e+00       1
## Gm57533         2.222919e-03  1.1283372 0.033 0.009  1.000000e+00       1
## Gm5785          2.243255e-03  0.1367786 0.171 0.101  1.000000e+00       1
## C330016L05Rik   2.261737e-03  1.7329855 0.033 0.009  1.000000e+00       1
## Gm16740         2.262740e-03  0.9762505 0.082 0.038  1.000000e+00       1
## C030006K11Rik   2.270296e-03  0.5373643 0.151 0.087  1.000000e+00       1
## Mtmr12          2.278955e-03  0.3873803 0.216 0.138  1.000000e+00       1
## 4930458D05Rik   2.283915e-03  1.3179954 0.041 0.013  1.000000e+00       1
## Nckap5l         2.312559e-03  1.5910737 0.033 0.009  1.000000e+00       1
## 1700088E04Rik   2.312961e-03  0.4710471 0.122 0.065  1.000000e+00       1
## Brat1           2.316438e-03  0.6304083 0.139 0.078  1.000000e+00       1
## Abraxas2        2.322061e-03  0.1150588 0.384 0.256  1.000000e+00       1
## Zfp629          2.324249e-03  0.1253054 0.245 0.157  1.000000e+00       1
## Lrig2           2.333545e-03  0.2718571 0.233 0.146  1.000000e+00       1
## Tysnd1          2.342370e-03  0.3772438 0.261 0.175  1.000000e+00       1
## Vav21           2.364629e-03  0.1739065 0.261 0.169  1.000000e+00       1
## Scly            2.365471e-03  0.1490117 0.404 0.279  1.000000e+00       1
## Sh2b3           2.371738e-03  0.2460166 0.269 0.175  1.000000e+00       1
## Polr1e          2.382009e-03  0.7708122 0.131 0.073  1.000000e+00       1
## Nme7            2.399305e-03  0.4173419 0.180 0.109  1.000000e+00       1
## Abca5           2.406214e-03  0.2064635 0.208 0.129  1.000000e+00       1
## Gcfc2           2.406367e-03  0.6239380 0.131 0.072  1.000000e+00       1
## Pax41           2.413548e-03  0.2762769 0.171 0.101  1.000000e+00       1
## Znhit6          2.419466e-03  0.2924823 0.282 0.182  1.000000e+00       1
## Syngr1          2.465414e-03  0.6060016 0.110 0.057  1.000000e+00       1
## Tmem198b        2.496319e-03  1.0837551 0.086 0.041  1.000000e+00       1
## Gm14023         2.504092e-03  0.9590093 0.053 0.020  1.000000e+00       1
## Zfp229          2.513832e-03  0.5534101 0.127 0.068  1.000000e+00       1
## Slc6a4          2.538386e-03  0.1894468 0.204 0.129  1.000000e+00       1
## Uxt1            2.572153e-03  0.1982258 0.420 0.294  1.000000e+00       1
## Gm20346         2.580557e-03  0.4298400 0.241 0.157  1.000000e+00       1
## Rhno1           2.581127e-03  0.1468411 0.322 0.212  1.000000e+00       1
## Zfp768          2.585429e-03  0.3433910 0.233 0.147  1.000000e+00       1
## Crppa           2.593358e-03  0.6044209 0.102 0.052  1.000000e+00       1
## Riok2           2.601610e-03  0.1211350 0.261 0.170  1.000000e+00       1
## Timp2           2.609619e-03  0.5905758 0.127 0.069  1.000000e+00       1
## Otub2           2.611088e-03  1.3952791 0.037 0.011  1.000000e+00       1
## Agl             2.648725e-03  0.2462310 0.212 0.131  1.000000e+00       1
## Rap1b1          2.648781e-03  0.1088982 0.967 0.808  1.000000e+00       1
## Sema4c          2.665337e-03  0.5895120 0.098 0.048  1.000000e+00       1
## Zfp526          2.667112e-03  0.3425842 0.094 0.046  1.000000e+00       1
## Gm154171        2.673941e-03  0.1932188 0.376 0.256  1.000000e+00       1
## Kbtbd13         2.682417e-03  2.2405762 0.024 0.006  1.000000e+00       1
## Klhl8           2.685139e-03  0.7265114 0.106 0.055  1.000000e+00       1
## Homez           2.689647e-03  0.2081458 0.163 0.095  1.000000e+00       1
## Rbm3os          2.730723e-03  2.5607807 0.024 0.006  1.000000e+00       1
## Mtr             2.741269e-03  2.1980809 0.045 0.016  1.000000e+00       1
## Sephs1          2.759528e-03  0.2206018 0.327 0.220  1.000000e+00       1
## Trib3           2.771601e-03  0.4823508 0.127 0.068  1.000000e+00       1
## Atg71           2.790174e-03  0.1988520 0.229 0.145  1.000000e+00       1
## Dhrs13os        2.796368e-03  1.7967817 0.024 0.006  1.000000e+00       1
## Zfp599          2.798402e-03  1.0150604 0.094 0.048  1.000000e+00       1
## Phc21           2.802291e-03  0.1057177 0.620 0.454  1.000000e+00       1
## Bcl2l13         2.822310e-03  0.1529823 0.318 0.216  1.000000e+00       1
## Nudt8           2.835226e-03  0.3092704 0.286 0.192  1.000000e+00       1
## Tmem199         2.842464e-03  0.1292780 0.408 0.287  1.000000e+00       1
## Mycl            2.883415e-03  0.3443752 0.167 0.101  1.000000e+00       1
## Osbpl7          2.884966e-03  0.2429956 0.220 0.140  1.000000e+00       1
## Fcf11           2.885953e-03  0.1248148 0.400 0.277  1.000000e+00       1
## Alkbh3          2.902732e-03  0.3465737 0.286 0.193  1.000000e+00       1
## Zfp46           2.927516e-03  0.2026171 0.167 0.098  1.000000e+00       1
## Paxip11         2.949177e-03  0.1712211 0.335 0.226  1.000000e+00       1
## Rpp30           2.950668e-03  0.5764110 0.200 0.129  1.000000e+00       1
## Hcn2            2.994592e-03  0.1667530 0.147 0.083  1.000000e+00       1
## Msl3l21         3.005709e-03  0.2298349 0.090 0.043  1.000000e+00       1
## Pdp1            3.039196e-03  1.0354004 0.057 0.023  1.000000e+00       1
## Ripk2           3.041560e-03  0.6410065 0.090 0.044  1.000000e+00       1
## Ppp1r3e         3.053524e-03  0.6835039 0.078 0.036  1.000000e+00       1
## Ghdc            3.064987e-03  0.4116045 0.176 0.107  1.000000e+00       1
## Arl16           3.086909e-03  0.2111218 0.269 0.180  1.000000e+00       1
## Zfp940          3.087435e-03  0.9031511 0.049 0.018  1.000000e+00       1
## Gm31834         3.087435e-03  1.2429276 0.049 0.018  1.000000e+00       1
## Phtf1           3.097620e-03  0.2072309 0.265 0.173  1.000000e+00       1
## Gm20939         3.099862e-03  0.5148414 0.086 0.041  1.000000e+00       1
## Slc26a10        3.149046e-03  0.8261864 0.049 0.018  1.000000e+00       1
## 2510003B16Rik   3.161626e-03  1.0979825 0.069 0.031  1.000000e+00       1
## Gm41776         3.174197e-03  0.7959664 0.078 0.036  1.000000e+00       1
## Padi1           3.193729e-03  0.5647525 0.110 0.058  1.000000e+00       1
## 5330438D12Rik   3.215914e-03  0.2887204 0.122 0.065  1.000000e+00       1
## Ndufaf5         3.228402e-03  0.4543156 0.196 0.124  1.000000e+00       1
## Gm29938         3.236101e-03  0.3888821 0.135 0.074  1.000000e+00       1
## Rab28           3.244042e-03  0.2543411 0.424 0.303  1.000000e+00       1
## Zfp524          3.254459e-03  0.2312726 0.331 0.227  1.000000e+00       1
## St3gal1         3.270808e-03  0.4770791 0.094 0.047  1.000000e+00       1
## Itfg21          3.278336e-03  0.1827020 0.306 0.205  1.000000e+00       1
## Rbbp9           3.312576e-03  0.4648871 0.171 0.104  1.000000e+00       1
## Gm461181        3.328756e-03  0.3879986 0.049 0.018  1.000000e+00       1
## Dpysl5          3.345498e-03  0.8741271 0.073 0.034  1.000000e+00       1
## Zfp1007         3.360338e-03  0.3861383 0.139 0.078  1.000000e+00       1
## Exoc3l          3.366021e-03  1.3101952 0.045 0.016  1.000000e+00       1
## Gm40218         3.380647e-03  0.9104334 0.061 0.026  1.000000e+00       1
## Gm54308         3.386065e-03  1.9077086 0.029 0.008  1.000000e+00       1
## Rilpl1          3.393847e-03  0.8935416 0.041 0.014  1.000000e+00       1
## 1700086P04Rik   3.410676e-03  1.0064043 0.045 0.016  1.000000e+00       1
## Gon7            3.415005e-03  0.2307116 0.294 0.200  1.000000e+00       1
## Zfp532          3.442275e-03  0.6103469 0.082 0.039  1.000000e+00       1
## Lyrm7           3.493388e-03  0.6603246 0.135 0.077  1.000000e+00       1
## Wnt2b           3.519195e-03  1.1976916 0.029 0.008  1.000000e+00       1
## Gm41638         3.573413e-03  1.8167684 0.033 0.010  1.000000e+00       1
## Ubxn81          3.597327e-03  0.1030451 0.327 0.219  1.000000e+00       1
## AI429214        3.624888e-03  1.1559720 0.041 0.014  1.000000e+00       1
## Abcb11          3.629109e-03  0.4564637 0.029 0.008  1.000000e+00       1
## Armcx6          3.632107e-03  1.2470595 0.041 0.014  1.000000e+00       1
## Shisa51         3.640609e-03  0.1257281 0.763 0.597  1.000000e+00       1
## Gm53993         3.659669e-03  2.5415963 0.020 0.004  1.000000e+00       1
## Isca11          3.670875e-03  0.1147268 0.673 0.497  1.000000e+00       1
## Gm16023         3.683140e-03  0.5708731 0.086 0.042  1.000000e+00       1
## Sass6           3.683546e-03  0.2817844 0.180 0.109  1.000000e+00       1
## Gm54192         3.695671e-03  2.4101493 0.020 0.004  1.000000e+00       1
## Ank1            3.707744e-03  1.8162189 0.020 0.004  1.000000e+00       1
## Gm53893         3.716969e-03  1.2721908 0.033 0.010  1.000000e+00       1
## Ap1s2           3.724358e-03  0.3383815 0.143 0.082  1.000000e+00       1
## Gm53774         3.744175e-03  1.7483785 0.020 0.004  1.000000e+00       1
## Gm35946         3.768643e-03  2.2348965 0.020 0.004  1.000000e+00       1
## Klhl21          3.789948e-03  0.1208505 0.473 0.331  1.000000e+00       1
## Tbx3os11        3.812924e-03  0.2056104 0.171 0.100  1.000000e+00       1
## Sirt4           3.825468e-03  0.3973530 0.200 0.125  1.000000e+00       1
## Uba6            3.828293e-03  0.1597088 0.278 0.180  1.000000e+00       1
## Zfp169          3.831331e-03  0.2019298 0.184 0.111  1.000000e+00       1
## Ift56           3.845656e-03  0.2651893 0.102 0.052  1.000000e+00       1
## G630018N14Rik   3.847968e-03  1.1978221 0.033 0.010  1.000000e+00       1
## Fto             3.864493e-03  0.1372530 0.269 0.180  1.000000e+00       1
## Mogat1          3.867976e-03  1.6756012 0.020 0.004  1.000000e+00       1
## Smg8            3.870027e-03  0.3382987 0.159 0.094  1.000000e+00       1
## Vps45           3.870392e-03  0.2501498 0.318 0.219  1.000000e+00       1
## Taf5            3.878714e-03  0.2293076 0.237 0.154  1.000000e+00       1
## Syt3            3.887045e-03  1.4161966 0.037 0.012  1.000000e+00       1
## Nupr2           3.897133e-03  0.9420429 0.082 0.039  1.000000e+00       1
## Sfxn4           3.909815e-03  0.3697310 0.078 0.036  1.000000e+00       1
## Tsga10          3.912810e-03  0.3639530 0.114 0.061  1.000000e+00       1
## Mbtps2          3.926498e-03  0.1287151 0.241 0.154  1.000000e+00       1
## Eif3c1          3.946789e-03  0.1097274 0.976 0.792  1.000000e+00       1
## Rassf6          3.958212e-03  0.2772255 0.257 0.171  1.000000e+00       1
## Gm11337         3.982179e-03  2.9319981 0.012 0.001  1.000000e+00       1
## LOC118568635    4.001321e-03  3.6741074 0.012 0.001  1.000000e+00       1
## Gm33149         4.001321e-03  2.9764429 0.012 0.001  1.000000e+00       1
## Slc4a1ap        4.002091e-03  0.1043101 0.314 0.215  1.000000e+00       1
## Ccdc62          4.009728e-03  0.7266439 0.094 0.048  1.000000e+00       1
## Larp7           4.012403e-03  0.1271974 0.400 0.280  1.000000e+00       1
## Lrrc61          4.013464e-03  0.5744989 0.151 0.089  1.000000e+00       1
## B3gnt7          4.017287e-03  0.2303952 0.143 0.081  1.000000e+00       1
## Lrtm2           4.020546e-03  3.0340784 0.012 0.001  1.000000e+00       1
## Gm53375         4.020546e-03  3.0656279 0.012 0.001  1.000000e+00       1
## E130310I04Rik   4.020546e-03  2.9301667 0.012 0.001  1.000000e+00       1
## 9330151L19Rik   4.028015e-03  0.8484689 0.106 0.057  1.000000e+00       1
## D030040B21Rik   4.039855e-03  2.6790497 0.012 0.001  1.000000e+00       1
## 4930487H11Rik   4.039855e-03  2.8632479 0.012 0.001  1.000000e+00       1
## Gm19708         4.039855e-03  2.9854172 0.012 0.001  1.000000e+00       1
## Gm32592         4.039855e-03  2.8853357 0.012 0.001  1.000000e+00       1
## Gm41406         4.039855e-03  2.7714834 0.012 0.001  1.000000e+00       1
## Actn3           4.039855e-03  2.9424425 0.012 0.001  1.000000e+00       1
## 9430060I03Rik   4.053834e-03  0.7719320 0.069 0.031  1.000000e+00       1
## Gm50627         4.059248e-03  1.9088025 0.012 0.001  1.000000e+00       1
## Gm39188         4.059248e-03  2.7629469 0.012 0.001  1.000000e+00       1
## Gm39887         4.078725e-03  2.6738531 0.012 0.001  1.000000e+00       1
## Gm47792         4.078725e-03  2.5662070 0.012 0.001  1.000000e+00       1
## Gm57794         4.098288e-03  1.5662634 0.012 0.001  1.000000e+00       1
## Gm46174         4.098288e-03  2.3956206 0.012 0.001  1.000000e+00       1
## Gm53300         4.098288e-03  2.4888457 0.012 0.001  1.000000e+00       1
## Gm16244         4.098288e-03  2.5781396 0.012 0.001  1.000000e+00       1
## Gm30025         4.121905e-03  0.7951307 0.167 0.104  1.000000e+00       1
## Gm46137         4.134579e-03  1.1024512 0.049 0.019  1.000000e+00       1
## Adat1           4.151948e-03  0.2655701 0.143 0.083  1.000000e+00       1
## Hdac11          4.157105e-03  0.1584437 0.294 0.200  1.000000e+00       1
## Yy2             4.161967e-03  0.7347590 0.073 0.034  1.000000e+00       1
## Alg31           4.168709e-03  0.2578859 0.241 0.158  1.000000e+00       1
## Zfp316          4.186962e-03  0.5940921 0.131 0.075  1.000000e+00       1
## 5830444B04Rik   4.220323e-03  0.1785506 0.208 0.129  1.000000e+00       1
## Irgq            4.280616e-03  0.1960074 0.371 0.261  1.000000e+00       1
## Zbtb39          4.355589e-03  0.4543985 0.159 0.096  1.000000e+00       1
## Fbxl9           4.421423e-03  0.6787916 0.069 0.031  1.000000e+00       1
## 1810062G17Rik   4.439659e-03  0.7542847 0.069 0.031  1.000000e+00       1
## Glb1l           4.468357e-03  0.4902718 0.090 0.045  1.000000e+00       1
## Vcpkmt          4.469888e-03  0.4720302 0.180 0.115  1.000000e+00       1
## Cep20           4.473531e-03  0.1312202 0.494 0.358  1.000000e+00       1
## Usp46           4.513750e-03  0.2170451 0.273 0.182  1.000000e+00       1
## Gm53985         4.539659e-03  2.4058580 0.016 0.003  1.000000e+00       1
## Gm46901         4.576818e-03  0.4131213 0.065 0.029  1.000000e+00       1
## 9130019P16Rik   4.590981e-03  2.4295008 0.016 0.003  1.000000e+00       1
## Gm39424         4.590981e-03  1.9200310 0.016 0.003  1.000000e+00       1
## Ssc4d           4.596067e-03  0.6030012 0.082 0.039  1.000000e+00       1
## Nudt6           4.623683e-03  0.8060851 0.094 0.049  1.000000e+00       1
## Gm30365         4.625487e-03  1.8287594 0.016 0.003  1.000000e+00       1
## Zfp946          4.629054e-03  0.1856050 0.371 0.262  1.000000e+00       1
## Gm30934         4.660228e-03  2.1196453 0.016 0.003  1.000000e+00       1
## Bloc1s4         4.663399e-03  0.2698120 0.204 0.131  1.000000e+00       1
## Armcx5          4.683744e-03  0.2023585 0.204 0.130  1.000000e+00       1
## Rfc3            4.698731e-03  0.2373286 0.216 0.140  1.000000e+00       1
## Lig4            4.703080e-03  0.2103007 0.257 0.170  1.000000e+00       1
## Bbs10           4.734458e-03  0.7568675 0.057 0.024  1.000000e+00       1
## Pex141          4.748019e-03  0.2848240 0.314 0.219  1.000000e+00       1
## Wdr18           4.758293e-03  0.1619485 0.318 0.211  1.000000e+00       1
## Rexo5           4.806667e-03  0.5037239 0.086 0.043  1.000000e+00       1
## Ccdc166         4.820251e-03  0.4092402 0.180 0.110  1.000000e+00       1
## Zfp97           4.820438e-03  0.6774742 0.086 0.043  1.000000e+00       1
## Zfp108          4.830151e-03  1.0545058 0.061 0.027  1.000000e+00       1
## Zfp27           4.859631e-03  0.4108392 0.102 0.054  1.000000e+00       1
## Sh2d3c          4.911206e-03  0.2850292 0.204 0.127  1.000000e+00       1
## Cdk17           4.968332e-03  0.1218039 0.180 0.110  1.000000e+00       1
## Nts             4.978155e-03  0.2177264 0.967 0.905  1.000000e+00       1
## Telo2           4.979594e-03  0.4483570 0.131 0.075  1.000000e+00       1
## Mt3             4.991114e-03  0.1294197 0.131 0.073  1.000000e+00       1
## Arl14ep         5.085230e-03  0.2710597 0.204 0.131  1.000000e+00       1
## Zfp958          5.181920e-03  0.3948515 0.180 0.112  1.000000e+00       1
## Mre11a          5.201937e-03  0.1993570 0.216 0.140  1.000000e+00       1
## Abcb4           5.209697e-03  1.0346659 0.041 0.015  1.000000e+00       1
## Zfp984          5.230163e-03  0.3823757 0.192 0.121  1.000000e+00       1
## Cmss1           5.257917e-03  0.9562362 0.102 0.056  1.000000e+00       1
## Elk1            5.273195e-03  0.7643759 0.098 0.052  1.000000e+00       1
## 3110045C21Rik   5.313580e-03  0.8357508 0.057 0.024  1.000000e+00       1
## Gm32856         5.353818e-03  0.1630869 0.131 0.074  1.000000e+00       1
## Insl5           5.381738e-03  0.1279706 0.024 0.006  1.000000e+00       1
## Arsk            5.390025e-03  0.5230100 0.102 0.055  1.000000e+00       1
## Matn2           5.426981e-03  2.2550710 0.033 0.010  1.000000e+00       1
## Elovl2          5.430814e-03  0.5281864 0.078 0.037  1.000000e+00       1
## Setd4           5.458177e-03  0.4768848 0.086 0.043  1.000000e+00       1
## Kif9            5.467985e-03  0.6285581 0.065 0.029  1.000000e+00       1
## Gm41466         5.469547e-03  1.6174592 0.024 0.006  1.000000e+00       1
## Gm54057         5.499103e-03  1.3084772 0.024 0.006  1.000000e+00       1
## Cyp39a1         5.508290e-03  0.1857710 0.082 0.041  1.000000e+00       1
## Pdxp            5.571323e-03  2.3601511 0.029 0.008  1.000000e+00       1
## Trpc3           5.585475e-03  1.2399842 0.037 0.013  1.000000e+00       1
## Tmlhe           5.658503e-03  0.8448373 0.090 0.047  1.000000e+00       1
## Rbm12b1         5.753337e-03  0.1813651 0.163 0.099  1.000000e+00       1
## Mrpl49          5.760120e-03  0.1046159 0.408 0.284  1.000000e+00       1
## C030034I22Rik   5.766182e-03  0.1968070 0.171 0.106  1.000000e+00       1
## Tubg2           5.766282e-03  0.4231249 0.078 0.037  1.000000e+00       1
## A930006K02Rik   5.850368e-03  0.9416253 0.057 0.024  1.000000e+00       1
## Ankrd49         5.852224e-03  0.1571472 0.282 0.190  1.000000e+00       1
## Zfp719          5.860016e-03  0.1014097 0.220 0.143  1.000000e+00       1
## Gm36684         5.871745e-03  1.4170308 0.029 0.008  1.000000e+00       1
## Xrcc2           5.913824e-03  1.7879280 0.029 0.008  1.000000e+00       1
## Efnb2           5.917050e-03  0.1103258 0.253 0.166  1.000000e+00       1
## Ints14          5.919949e-03  0.1205196 0.229 0.149  1.000000e+00       1
## Gm10244         5.927910e-03  1.6807875 0.029 0.008  1.000000e+00       1
## Zfp84           5.942881e-03  0.1276268 0.347 0.242  1.000000e+00       1
## Styx            6.006934e-03  0.2255036 0.249 0.171  1.000000e+00       1
## Rtl8c           6.013066e-03  1.6067350 0.029 0.008  1.000000e+00       1
## Cngb1           6.041696e-03  2.0932900 0.029 0.008  1.000000e+00       1
## Gm46043         6.088850e-03  1.6450760 0.033 0.010  1.000000e+00       1
## Pde8b           6.130927e-03  0.1545104 0.176 0.109  1.000000e+00       1
## AU041133        6.131426e-03  0.1434476 0.306 0.211  1.000000e+00       1
## Sv2a            6.132354e-03  0.6426472 0.078 0.038  1.000000e+00       1
## Zfp433          6.145832e-03  0.4944569 0.057 0.024  1.000000e+00       1
## Lrrc40          6.212905e-03  0.3710974 0.147 0.089  1.000000e+00       1
## Tnfsf13b        6.214410e-03  1.0323471 0.053 0.022  1.000000e+00       1
## Crtc1           6.217771e-03  0.1705551 0.273 0.181  1.000000e+00       1
## Hdgfl2          6.236598e-03  0.2149703 0.363 0.261  1.000000e+00       1
## Gm13524         6.248112e-03  1.0150077 0.065 0.030  1.000000e+00       1
## Iqcg            6.258729e-03  0.4996341 0.098 0.052  1.000000e+00       1
## Rab26os         6.266812e-03  0.6956254 0.127 0.075  1.000000e+00       1
## Trim5           6.267221e-03  0.5555612 0.061 0.027  1.000000e+00       1
## Gm51817         6.275415e-03  1.4698217 0.033 0.010  1.000000e+00       1
## Slc10a3         6.278618e-03  0.3325253 0.110 0.061  1.000000e+00       1
## Gm34045         6.310217e-03  0.4316048 0.037 0.013  1.000000e+00       1
## Gm40208         6.364432e-03  1.3320112 0.045 0.017  1.000000e+00       1
## Top1mt          6.388166e-03  0.7393457 0.086 0.045  1.000000e+00       1
## Clasp2          6.398044e-03  0.1565194 0.241 0.161  1.000000e+00       1
## Lmo2            6.419532e-03  0.9829715 0.045 0.017  1.000000e+00       1
## Wrap53          6.447588e-03  0.1869131 0.188 0.120  1.000000e+00       1
## Fkrp1           6.448011e-03  0.1239183 0.355 0.242  1.000000e+00       1
## Gm14325         6.463969e-03  0.5051738 0.147 0.089  1.000000e+00       1
## Cdyl2           6.489550e-03  1.0472188 0.053 0.022  1.000000e+00       1
## Prmt9           6.594071e-03  0.2482556 0.208 0.134  1.000000e+00       1
## Klf16           6.677760e-03  0.1090536 0.200 0.128  1.000000e+00       1
## Rwdd3           6.727781e-03  1.0751487 0.057 0.025  1.000000e+00       1
## Ap3m2           6.746334e-03  0.1224161 0.180 0.111  1.000000e+00       1
## Gm31364         6.868665e-03  0.6718373 0.065 0.030  1.000000e+00       1
## Poc5            6.870926e-03  0.1685127 0.184 0.116  1.000000e+00       1
## Zfp354b         6.902770e-03  0.5612608 0.090 0.047  1.000000e+00       1
## Bckdhb          6.926431e-03  0.9353157 0.073 0.036  1.000000e+00       1
## Xab2            6.975886e-03  0.2361561 0.302 0.212  1.000000e+00       1
## Gm10463         7.016547e-03  1.1775453 0.041 0.015  1.000000e+00       1
## Nop9            7.021260e-03  0.1296437 0.273 0.184  1.000000e+00       1
## Gm38673         7.056863e-03  0.7345180 0.086 0.044  1.000000e+00       1
## Acp6            7.103444e-03  0.1544175 0.302 0.210  1.000000e+00       1
## Ubxn2b          7.148619e-03  0.2853630 0.171 0.106  1.000000e+00       1
## Slc26a11        7.209879e-03  0.7753631 0.049 0.020  1.000000e+00       1
## Adamts15        7.239029e-03  0.1872741 0.114 0.064  1.000000e+00       1
## Gm51801         7.276232e-03  0.6373861 0.078 0.038  1.000000e+00       1
## Adrb1           7.314050e-03  1.3232539 0.041 0.015  1.000000e+00       1
## 6330418K02Rik   7.322963e-03  0.3111788 0.139 0.082  1.000000e+00       1
## Scfd2           7.387264e-03  0.2963181 0.135 0.080  1.000000e+00       1
## Mocs3           7.406847e-03  0.4886067 0.118 0.068  1.000000e+00       1
## Tusc1           7.418988e-03  0.5700141 0.147 0.090  1.000000e+00       1
## Wdr91           7.431837e-03  0.9663736 0.049 0.020  1.000000e+00       1
## Gm36117         7.431837e-03  1.0546260 0.049 0.020  1.000000e+00       1
## Riox1           7.497955e-03  0.3059465 0.184 0.121  1.000000e+00       1
## Faxc            7.665730e-03  0.2061013 0.127 0.072  1.000000e+00       1
## Gm50602         7.675491e-03  0.6994961 0.065 0.031  1.000000e+00       1
## Gm15483         7.684272e-03  1.0678585 0.049 0.020  1.000000e+00       1
## Oxnad1          7.689068e-03  0.4010567 0.192 0.124  1.000000e+00       1
## Numbl           7.705270e-03  1.0680835 0.041 0.015  1.000000e+00       1
## Rpl37rt         7.777621e-03  0.1269911 0.302 0.207  1.000000e+00       1
## BC037039        7.838057e-03  2.0445865 0.020 0.005  1.000000e+00       1
## Tmem65          7.910708e-03  0.1224074 0.155 0.096  1.000000e+00       1
## Cgnl1           7.928920e-03  1.4420970 0.061 0.029  1.000000e+00       1
## Dynlt1b         7.992651e-03  0.9640502 0.061 0.028  1.000000e+00       1
## Abraxas1        8.000380e-03  0.5904829 0.110 0.064  1.000000e+00       1
## Rgs12           8.054958e-03  0.9508638 0.106 0.061  1.000000e+00       1
## Mcub            8.134946e-03  0.1722642 0.049 0.020  1.000000e+00       1
## Meak7           8.156290e-03  0.3348101 0.114 0.064  1.000000e+00       1
## Pcdhb15         8.162542e-03  1.6282886 0.020 0.005  1.000000e+00       1
## Spin4           8.204266e-03  1.5760570 0.037 0.013  1.000000e+00       1
## Slc35b4         8.341106e-03  0.3969522 0.167 0.106  1.000000e+00       1
## Gm36359         8.382216e-03  0.8479635 0.049 0.020  1.000000e+00       1
## Stam            8.435246e-03  0.1251594 0.335 0.239  1.000000e+00       1
## Gm40733         8.505414e-03  1.1355184 0.037 0.013  1.000000e+00       1
## Gm14393         8.510511e-03  0.4865046 0.073 0.036  1.000000e+00       1
## Gm32313         8.537682e-03  0.8952581 0.037 0.013  1.000000e+00       1
## Hykk            8.547916e-03  0.7046806 0.065 0.031  1.000000e+00       1
## Gm38486         8.553857e-03  1.0528272 0.037 0.013  1.000000e+00       1
## Spire2          8.563083e-03  0.1898505 0.253 0.174  1.000000e+00       1
## 1700018L02Rik   8.570059e-03  1.4158690 0.037 0.013  1.000000e+00       1
## Asb1            8.579572e-03  0.4611719 0.139 0.083  1.000000e+00       1
## Gm36449         8.653410e-03  0.2835510 0.237 0.161  1.000000e+00       1
## Hspa13          8.666217e-03  0.1425398 0.461 0.334  1.000000e+00       1
## Rpgrip1         8.705837e-03  0.1818642 0.180 0.115  1.000000e+00       1
## Gm4285          8.747049e-03  0.3693431 0.151 0.093  1.000000e+00       1
## Casp12          8.764693e-03  1.7364548 0.033 0.011  1.000000e+00       1
## Cyb561d2        8.818328e-03  0.2998805 0.322 0.231  1.000000e+00       1
## Alg1            8.856653e-03  0.2289002 0.216 0.143  1.000000e+00       1
## Gm36856         8.941656e-03  1.0429969 0.057 0.026  1.000000e+00       1
## B4galt71        8.969359e-03  0.1802732 0.216 0.140  1.000000e+00       1
## Stamos          9.058561e-03  0.3570167 0.110 0.063  1.000000e+00       1
## Pigb            9.067128e-03  0.2557653 0.110 0.063  1.000000e+00       1
## Gm36447         9.072861e-03  1.3816180 0.033 0.011  1.000000e+00       1
## Gm54309         9.110527e-03  0.6788258 0.045 0.018  1.000000e+00       1
## 9030624G23Rik   9.144751e-03  0.8318399 0.057 0.026  1.000000e+00       1
## 4930511A08Rik   9.155616e-03  2.3545220 0.024 0.007  1.000000e+00       1
## Polr3f          9.203405e-03  0.1104868 0.180 0.114  1.000000e+00       1
## Gm13572         9.223866e-03  2.2670191 0.024 0.007  1.000000e+00       1
## Gm30074         9.263359e-03  0.6740406 0.078 0.039  1.000000e+00       1
## Banf2           9.292570e-03  1.8687618 0.024 0.007  1.000000e+00       1
## Gm53451         9.337088e-03  0.5086004 0.045 0.018  1.000000e+00       1
## Cetn4           9.413514e-03  0.9933495 0.065 0.031  1.000000e+00       1
## Oas1c           9.442576e-03  0.2815554 0.053 0.023  1.000000e+00       1
## Gm54038         9.478018e-03  1.5452220 0.024 0.007  1.000000e+00       1
## Erc2            9.568663e-03  0.9064219 0.045 0.018  1.000000e+00       1
## Gm40371         9.619263e-03  0.8515805 0.024 0.007  1.000000e+00       1
## Rab8b           9.633768e-03  0.4598548 0.143 0.089  1.000000e+00       1
## Gm46933         9.697598e-03  0.6402879 0.057 0.026  1.000000e+00       1
## Zkscan4         9.719761e-03  1.5037634 0.029 0.009  1.000000e+00       1
## Cab39l          9.769574e-03  0.1045877 0.306 0.216  1.000000e+00       1
## Wdr55           9.780295e-03  0.1388795 0.167 0.107  1.000000e+00       1
## Mmrn2           9.784203e-03  1.2628342 0.029 0.009  1.000000e+00       1
## Wdr35           9.863182e-03  0.3672824 0.135 0.080  1.000000e+00       1
## Gm38604         9.870718e-03  1.5638803 0.029 0.009  1.000000e+00       1
## Shroom4         9.870718e-03  1.4062964 0.029 0.009  1.000000e+00       1
## Gm40572         9.883093e-03  1.2571076 0.024 0.007  1.000000e+00       1
## Flrt3           9.915094e-03  0.6731260 0.122 0.075  1.000000e+00       1
## Mtg2            9.918155e-03  0.1303947 0.261 0.179  1.000000e+00       1
## Gm34362         9.936052e-03  0.9101218 0.029 0.009  1.000000e+00       1
## Asb3            9.961002e-03  0.6505399 0.139 0.087  1.000000e+00       1
## Lrrc28          9.997782e-03  0.4371728 0.135 0.082  1.000000e+00       1
##                         gene
## Pzp                      Pzp
## Habp2                  Habp2
## Crp                      Crp
## Adamts5              Adamts5
## Cyp2j5                Cyp2j5
## Ugt8a                  Ugt8a
## Basp1                  Basp1
## Mc4r                    Mc4r
## Col17a1              Col17a1
## Kcnk16                Kcnk16
## Galnt13              Galnt13
## Tlr2                    Tlr2
## Casr                    Casr
## Rbm24                  Rbm24
## Gm33649              Gm33649
## Onecut3              Onecut3
## Crtac1                Crtac1
## Tlr5                    Tlr5
## Cltrn                  Cltrn
## Smbd1                  Smbd1
## Zfp618                Zfp618
## Pgc                      Pgc
## E030025P04Rik  E030025P04Rik
## Cyp2j6                Cyp2j6
## Tril                    Tril
## Agr2                    Agr2
## Gm53467              Gm53467
## Agr31                   Agr3
## D930028M14Rik  D930028M14Rik
## Slc39a8              Slc39a8
## Cck                      Cck
## Scg2                    Scg2
## Scn9a                  Scn9a
## Gm12511              Gm12511
## Etv1                    Etv1
## Upp1                    Upp1
## Rflna                  Rflna
## Parm1                  Parm1
## Scn3b                  Scn3b
## U90926                U90926
## Cpn1                    Cpn1
## Cux2                    Cux2
## Cst3                    Cst3
## Tle1                    Tle1
## Fmo5                    Fmo5
## 3110004A20Rik  3110004A20Rik
## Tmem176a            Tmem176a
## Gm11992              Gm11992
## Proc                    Proc
## Egfl6                  Egfl6
## Spart                  Spart
## Vkorc1                Vkorc1
## Arx                      Arx
## Rdh7                    Rdh7
## Lyzl4                  Lyzl4
## Tec                      Tec
## Tff31                   Tff3
## Slc41a2              Slc41a2
## Dclk3                  Dclk3
## S100a11              S100a11
## Cit                      Cit
## Rfxap                  Rfxap
## Cav2                    Cav2
## Aldoc                  Aldoc
## Ms4a10                Ms4a10
## Homer21               Homer2
## Fgl2                    Fgl2
## Slc8a1                Slc8a1
## Pla2g12a            Pla2g12a
## Fars2                  Fars2
## Rbp4                    Rbp4
## Igfbp7                Igfbp7
## Oxr1                    Oxr1
## Itm2b                  Itm2b
## Slc25a4              Slc25a4
## Tm4sf41               Tm4sf4
## Ms4a8a1               Ms4a8a
## Dapp1                  Dapp1
## Nenf                    Nenf
## Aig1                    Aig1
## Ly6e                    Ly6e
## Prox1                  Prox1
## Ifitm2                Ifitm2
## Bace2                  Bace2
## Marveld1            Marveld1
## Grpr                    Grpr
## Me3                      Me3
## Gm27162              Gm27162
## Tmem176b            Tmem176b
## Trpm3                  Trpm3
## Cyp2j9                Cyp2j9
## Prss23                Prss23
## Lgals21               Lgals2
## Qpct                    Qpct
## Gm46558              Gm46558
## Sting1                Sting1
## Ugt2b34              Ugt2b34
## Myl7                    Myl7
## Dner                    Dner
## Tspan12              Tspan12
## Casp6                  Casp6
## Plac81                 Plac8
## Klkb11                 Klkb1
## Gm46905              Gm46905
## Serpina1b1         Serpina1b
## Wars1                  Wars1
## Tshz2                  Tshz2
## Abca8b                Abca8b
## Krt201                 Krt20
## Atp8a2                Atp8a2
## Sstr2                  Sstr2
## Gm17619              Gm17619
## Axin2                  Axin2
## Tmed6                  Tmed6
## Tpst2                  Tpst2
## Serpine2            Serpine2
## Anxa13                Anxa13
## Apom                    Apom
## Dio1                    Dio1
## Upk1b                  Upk1b
## Sct                      Sct
## Egfl7                  Egfl7
## Psap                    Psap
## Gclm                    Gclm
## Gm52807              Gm52807
## Smarca1              Smarca1
## Cryba4                Cryba4
## Rflnb                  Rflnb
## Shf                      Shf
## Gast                    Gast
## Bsg1                     Bsg
## Ano6                    Ano6
## Spry1                  Spry1
## F51                       F5
## Ndrg11                 Ndrg1
## Aga1                     Aga
## Lrpap1                Lrpap1
## Trf1                     Trf
## Tmed3                  Tmed3
## Uts2b                  Uts2b
## Kcnj6                  Kcnj6
## Cops6                  Cops6
## Cpm                      Cpm
## Cpe                      Cpe
## Ssr4                    Ssr4
## Rps20                  Rps20
## Col6a5                Col6a5
## Tmem254              Tmem254
## Gnai1                  Gnai1
## Atoh8                  Atoh8
## Rps24                  Rps24
## Txndc5                Txndc5
## Cyp2c55              Cyp2c55
## Gm53234              Gm53234
## Smad9                  Smad9
## Rpl32                  Rpl32
## Ppic1                   Ppic
## Bambi                  Bambi
## Rasgrf2              Rasgrf2
## 4732490B19Rik  4732490B19Rik
## Gm9767                Gm9767
## Mtcl2                  Mtcl2
## Ihh                      Ihh
## Rps27a                Rps27a
## Rps18                  Rps18
## Pcbd11                 Pcbd1
## Pabpc1l              Pabpc1l
## Exoc7                  Exoc7
## Gcnt3                  Gcnt3
## Hunk1                   Hunk
## Cited2                Cited2
## Gnas                    Gnas
## Fxyd31                 Fxyd3
## Gimd11                 Gimd1
## Pxylp1                Pxylp1
## Gm30524              Gm30524
## 4930573H18Rik  4930573H18Rik
## Mill2                  Mill2
## Abcb1a                Abcb1a
## Gfra1                  Gfra1
## Gm2102                Gm2102
## Anxa2                  Anxa2
## Rpl38                  Rpl38
## Fut2                    Fut2
## Apcs                    Apcs
## Ghrl                    Ghrl
## Cfi                      Cfi
## Cldn16                Cldn16
## Sis1                     Sis
## Pde3a                  Pde3a
## Efcab151             Efcab15
## C2                        C2
## Camk4                  Camk4
## Plgrkt                Plgrkt
## Gm30986              Gm30986
## Cyp4f14              Cyp4f14
## Nfix                    Nfix
## Spint21               Spint2
## Nefl                    Nefl
## Trappc9              Trappc9
## Sema4g                Sema4g
## Pnma8b                Pnma8b
## Cdkl1                  Cdkl1
## 2610524H06Rik  2610524H06Rik
## Slc12a8              Slc12a8
## Nbdy                    Nbdy
## Rpl19                  Rpl19
## Atp5mk1               Atp5mk
## H2-D1                  H2-D1
## Rtn4r                  Rtn4r
## Gabarapl21         Gabarapl2
## Rps3                    Rps3
## Pfkfb3                Pfkfb3
## Tspo                    Tspo
## Rps10                  Rps10
## Snhg18                Snhg18
## Ebpl                    Ebpl
## Nostrin1             Nostrin
## Pir                      Pir
## Lgals3bp            Lgals3bp
## Tmod2                  Tmod2
## Tpst11                 Tpst1
## Rps2                    Rps2
## Rpl39                  Rpl39
## Olfm11                 Olfm1
## Cr1l                    Cr1l
## Fads2                  Fads2
## Pcbd2                  Pcbd2
## Efcc1                  Efcc1
## Krt79                  Krt79
## Ldb3                    Ldb3
## Gm39858              Gm39858
## Rpl12                  Rpl12
## Cyp2c681             Cyp2c68
## Col11a2              Col11a2
## Hnf1aos1            Hnf1aos1
## Cldn1                  Cldn1
## Slit1                  Slit1
## Mycn                    Mycn
## Ccdc85b              Ccdc85b
## Tm7sf2                Tm7sf2
## Pepd                    Pepd
## 5033421B08Rik  5033421B08Rik
## Maged2                Maged2
## Mgll1                   Mgll
## Cnpy2                  Cnpy2
## Slc16a10            Slc16a10
## Bhlhe41              Bhlhe41
## Lysmd21               Lysmd2
## Zfp395                Zfp395
## Pglyrp1              Pglyrp1
## Amotl2                Amotl2
## Hgfac                  Hgfac
## Endod1                Endod1
## B3gnt9                B3gnt9
## Ctdspl                Ctdspl
## Elapor11             Elapor1
## Sh3pxd2a            Sh3pxd2a
## Rpl15                  Rpl15
## Ywhah                  Ywhah
## Nog                      Nog
## Rpl37a1               Rpl37a
## Tpmt                    Tpmt
## Ttr1                     Ttr
## Cap2                    Cap2
## Calml41               Calml4
## Rps7                    Rps7
## Uchl1                  Uchl1
## Tdrd12                Tdrd12
## Arsb1                   Arsb
## H2-K1                  H2-K1
## Hexb                    Hexb
## Fam222a              Fam222a
## Ppp1r14a            Ppp1r14a
## Snx18                  Snx18
## Ypel3                  Ypel3
## Qsox1                  Qsox1
## Cpq                      Cpq
## Ptp4a3                Ptp4a3
## Fam174a1             Fam174a
## Muc4                    Muc4
## Prdx11                 Prdx1
## Gm30648              Gm30648
## Rpl37                  Rpl37
## Rpl27a                Rpl27a
## Nkx6-3                Nkx6-3
## Klf7                    Klf7
## Epha4                  Epha4
## Kcnj3                  Kcnj3
## Ctsf                    Ctsf
## Ggact                  Ggact
## Ces2a                  Ces2a
## Mrpl15                Mrpl15
## Vsig2                  Vsig2
## Rnf130                Rnf130
## Blnk                    Blnk
## Riiad11               Riiad1
## Acaa2                  Acaa2
## Tomm7                  Tomm7
## Atp5mc2              Atp5mc2
## Svip1                   Svip
## Fxyd5                  Fxyd5
## 9330162012Rik  9330162012Rik
## Rpl13                  Rpl13
## Rpl3                    Rpl3
## Rps4x                  Rps4x
## Hagh                    Hagh
## Rap1gap              Rap1gap
## Mpc2                    Mpc2
## Usp25                  Usp25
## Klf12                  Klf12
## Tspan11               Tspan1
## Commd1                Commd1
## Cped1                  Cped1
## Ifi271                 Ifi27
## Cfap69                Cfap69
## Tulp2                  Tulp2
## Bcl11a                Bcl11a
## Kif2a                  Kif2a
## Trp53inp1          Trp53inp1
## Slc50a1              Slc50a1
## Mettl261             Mettl26
## Pdzk1ip1            Pdzk1ip1
## 4732419C18Rik  4732419C18Rik
## Rps3a1                Rps3a1
## Rpl23                  Rpl23
## Gm39460              Gm39460
## Bcam1                   Bcam
## Rps16                  Rps16
## Rps15a                Rps15a
## Mia                      Mia
## Atp5if1              Atp5if1
## Rnaset2a            Rnaset2a
## Grcc101               Grcc10
## Tcaf2                  Tcaf2
## Tsc22d11             Tsc22d1
## Urah                    Urah
## Shisal1              Shisal1
## Msrb1                  Msrb1
## Marchf11            Marchf11
## Mtcl1                  Mtcl1
## Ppia1                   Ppia
## Cga                      Cga
## Grb14                  Grb14
## Rps13                  Rps13
## Pla2g2d              Pla2g2d
## Gcg                      Gcg
## Scgn                    Scgn
## Gde1                    Gde1
## Gm41848              Gm41848
## Gm142071             Gm14207
## Rpl11                  Rpl11
## Slc22a15            Slc22a15
## Dip2a                  Dip2a
## Ikbip                  Ikbip
## Lsm6                    Lsm6
## Trim2                  Trim2
## Romo11                 Romo1
## Rpl17                  Rpl17
## Ceacam10            Ceacam10
## Glod51                 Glod5
## Cdkl5                  Cdkl5
## Agfg2                  Agfg2
## Tmem263              Tmem263
## Lin7a                  Lin7a
## G430095P16Rik  G430095P16Rik
## Ret1                     Ret
## Eef1a1                Eef1a1
## Rac3                    Rac3
## Nhlh1                  Nhlh1
## Tbc1d9                Tbc1d9
## Rpl34                  Rpl34
## Leprotl11           Leprotl1
## Sh3bgrl3            Sh3bgrl3
## Gm53846              Gm53846
## Lbp                      Lbp
## Cd59a                  Cd59a
## Rnaset2b            Rnaset2b
## Ero1b                  Ero1b
## P2rx4                  P2rx4
## Diras2                Diras2
## Sgpp2                  Sgpp2
## F13b                    F13b
## Mgst2                  Mgst2
## Rpl35a                Rpl35a
## Uba52                  Uba52
## Rpl22l1              Rpl22l1
## Kcnh31                 Kcnh3
## Rpl18                  Rpl18
## Stmn3                  Stmn3
## Rprm                    Rprm
## Hint1                  Hint1
## Ndufa1                Ndufa1
## Lyplal1              Lyplal1
## Fth1                    Fth1
## Rab37                  Rab37
## Ptms                    Ptms
## Hus1                    Hus1
## Il1rap                Il1rap
## Arl10                  Arl10
## Susd4                  Susd4
## Gadd45b1             Gadd45b
## C8b                      C8b
## Pgap1                  Pgap1
## Pex19                  Pex19
## Chchd10              Chchd10
## Rgs17                  Rgs17
## B4galt4              B4galt4
## Serpina1d1         Serpina1d
## Orm3                    Orm3
## Znrf2                  Znrf2
## Prdx5                  Prdx5
## Mblac2                Mblac2
## Cmas1                   Cmas
## Anp32a                Anp32a
## Sgpl11                 Sgpl1
## Gm53258              Gm53258
## LOC118568133    LOC118568133
## Lst1                    Lst1
## H3f3a1                 H3f3a
## 1810037I17Rik  1810037I17Rik
## Pkp1                    Pkp1
## C4bp                    C4bp
## Pcca1                   Pcca
## Slc17a4              Slc17a4
## Mien11                 Mien1
## Txnip                  Txnip
## Mfsd2a                Mfsd2a
## Pbld2                  Pbld2
## Pebp1                  Pebp1
## Isg20                  Isg20
## Cyb5r31               Cyb5r3
## Rplp0                  Rplp0
## Gstm1                  Gstm1
## Greb1                  Greb1
## Scg51                   Scg5
## Sdc2                    Sdc2
## Gpld1                  Gpld1
## Dgkk                    Dgkk
## A2ml1                  A2ml1
## Lims1                  Lims1
## Ndufb12               Ndufb1
## Rpl6                    Rpl6
## Ndufb11              Ndufb11
## Gprc5c                Gprc5c
## Tmem134              Tmem134
## Rasa4                  Rasa4
## Hcfc1r1              Hcfc1r1
## Efcab12              Efcab12
## Dap                      Dap
## Akr1b11               Akr1b1
## Plpp3                  Plpp3
## Fhit                    Fhit
## Pter                    Pter
## Plekhg1              Plekhg1
## Rpl29                  Rpl29
## Rps14                  Rps14
## Rpl7                    Rpl7
## Ifnar2                Ifnar2
## Man2b21               Man2b2
## Pparg                  Pparg
## Gm34173              Gm34173
## Soat1                  Soat1
## Gm5617                Gm5617
## Galnt7                Galnt7
## Tfpi                    Tfpi
## Enpp3                  Enpp3
## Tcaf1                  Tcaf1
## Adgrf5                Adgrf5
## Stard4                Stard4
## Cyb5a                  Cyb5a
## Rexo2                  Rexo2
## Rgs21                   Rgs2
## Lypla11               Lypla1
## 1110065P20Rik  1110065P20Rik
## Focad                  Focad
## Naglu                  Naglu
## Eif1b                  Eif1b
## Ctsb                    Ctsb
## Slc48a1              Slc48a1
## Tmem38b              Tmem38b
## Cbr1                    Cbr1
## Asl                      Asl
## Cdkn1c1               Cdkn1c
## Mrpl331               Mrpl33
## Parva                  Parva
## LOC118567825    LOC118567825
## Stx17                  Stx17
## Frrs1                  Frrs1
## Tmem97                Tmem97
## Rcan3                  Rcan3
## Ctnnb11               Ctnnb1
## Ffar4                  Ffar4
## Coa3                    Coa3
## Tomm20                Tomm20
## Tmem200a1           Tmem200a
## 9530068E07Rik1 9530068E07Rik
## Atp6v1f1             Atp6v1f
## Zfyve21              Zfyve21
## Pfdn5                  Pfdn5
## Tcea3                  Tcea3
## Rps8                    Rps8
## Nucb2                  Nucb2
## Slc3a11               Slc3a1
## Snph                    Snph
## Eef1b2                Eef1b2
## Cox7a21               Cox7a2
## Ndrg21                 Ndrg2
## Sem1                    Sem1
## Sez6l21               Sez6l2
## Hps4                    Hps4
## Srp141                 Srp14
## Rpl31                  Rpl31
## Hspb6                  Hspb6
## Prom11                 Prom1
## Pid1                    Pid1
## Gstt2                  Gstt2
## Rapgef3              Rapgef3
## Amer2                  Amer2
## Gas5                    Gas5
## Plekha2              Plekha2
## Sat2                    Sat2
## Fas                      Fas
## Ovol2                  Ovol2
## Svil                    Svil
## Uqcc31                 Uqcc3
## A730098A19Rik  A730098A19Rik
## Malrd1                Malrd1
## Prps2                  Prps2
## Entpd8                Entpd8
## Tnfaip8l3          Tnfaip8l3
## Dut                      Dut
## Gm20234              Gm20234
## Rps28                  Rps28
## Cfap92                Cfap92
## Pnlip                  Pnlip
## Trappc2l            Trappc2l
## Rpl30                  Rpl30
## Park7                  Park7
## Slc38a4              Slc38a4
## C1d                      C1d
## Tagln3                Tagln3
## Pmm1                    Pmm1
## Nme2                    Nme2
## Ostc                    Ostc
## Apobec3              Apobec3
## Rpl9                    Rpl9
## Tspan17              Tspan17
## Imp3                    Imp3
## Mcee                    Mcee
## Psma4                  Psma4
## Rpl8                    Rpl8
## Arl6ip5              Arl6ip5
## Ebp1                     Ebp
## Ccna1                  Ccna1
## Pccb                    Pccb
## Arl3                    Arl3
## Arpp191               Arpp19
## Colgalt1            Colgalt1
## Rab4b                  Rab4b
## Clec2e                Clec2e
## Maob1                   Maob
## H2az1                  H2az1
## Kdelr1                Kdelr1
## Pax6os1              Pax6os1
## Ogfod3                Ogfod3
## Strip2                Strip2
## Sult1d1              Sult1d1
## Serf2                  Serf2
## Acsl5                  Acsl5
## Tenm3                  Tenm3
## Rps5                    Rps5
## Tet1                    Tet1
## Vps37d                Vps37d
## Nfib                    Nfib
## Prkacb                Prkacb
## Arhgap31            Arhgap31
## Tmem9                  Tmem9
## Galnt41               Galnt4
## Hopx1                   Hopx
## Tm4sf1                Tm4sf1
## Ocrl                    Ocrl
## Mmp14                  Mmp14
## Cyp4b1                Cyp4b1
## Ywhaq1                 Ywhaq
## Dnlz                    Dnlz
## Atxn101               Atxn10
## Cdc14a                Cdc14a
## Pld3                    Pld3
## Gfra3                  Gfra3
## Aplp2                  Aplp2
## Tmx11                   Tmx1
## Mgat31                 Mgat3
## Pgrmc2                Pgrmc2
## Slc39a2              Slc39a2
## Mospd21               Mospd2
## Arhgef38            Arhgef38
## Psmb9                  Psmb9
## Epha7                  Epha7
## Cela11                 Cela1
## Avil                    Avil
## Lcmt2                  Lcmt2
## Fads3                  Fads3
## Ezh2                    Ezh2
## Smim6                  Smim6
## Pomgnt2              Pomgnt2
## Rpl41                  Rpl41
## Rab2a1                 Rab2a
## Glo1                    Glo1
## Pla2g2f              Pla2g2f
## Sdf41                   Sdf4
## Mexis                  Mexis
## Ntrk2                  Ntrk2
## Cetn2                  Cetn2
## Pdxk1                   Pdxk
## Usp18                  Usp18
## Gm29825              Gm29825
## Slc16a11            Slc16a11
## Hepacam21           Hepacam2
## Zfp4671               Zfp467
## Maged1                Maged1
## Id21                     Id2
## Ppib                    Ppib
## Ergic31               Ergic3
## Angptl8              Angptl8
## Col1a2                Col1a2
## Lrpprc                Lrpprc
## Tmod1                  Tmod1
## Npm1                    Npm1
## Cenpx                  Cenpx
## Pecr                    Pecr
## Nxnl2                  Nxnl2
## Ost4                    Ost4
## Mapk8ip11           Mapk8ip1
## Pitx1                  Pitx1
## Slc16a2              Slc16a2
## Deptor                Deptor
## Nit2                    Nit2
## Gm12506              Gm12506
## Cox171                 Cox17
## Morf4l21             Morf4l2
## Rps25                  Rps25
## Ap3s11                 Ap3s1
## Golga7b              Golga7b
## Bmpr1a                Bmpr1a
## Tmem45b              Tmem45b
## Cyba                    Cyba
## Mpc1                    Mpc1
## Rack1                  Rack1
## Tmsb101               Tmsb10
## Rpl36                  Rpl36
## H2-M3                  H2-M3
## Slc39a14            Slc39a14
## Gm542261             Gm54226
## Pfn2                    Pfn2
## Gm34299              Gm34299
## Rpl14                  Rpl14
## Calm2                  Calm2
## C1qtnf1              C1qtnf1
## Cfap36                Cfap36
## Cetn3                  Cetn3
## B2m                      B2m
## Ffar3                  Ffar3
## Slc40a1              Slc40a1
## Sv2b                    Sv2b
## Rheb                    Rheb
## Nudt2                  Nudt2
## Prkaa21               Prkaa2
## Dync2li1            Dync2li1
## Nipsnap3b          Nipsnap3b
## Cbfa2t31             Cbfa2t3
## Rps29                  Rps29
## Bphl                    Bphl
## Fkbp1a1               Fkbp1a
## Cpd1                     Cpd
## Ppp1cb1               Ppp1cb
## Stxbp6                Stxbp6
## Tax1bp1              Tax1bp1
## Man2b1                Man2b1
## Nfic                    Nfic
## Foxa2                  Foxa2
## Stard3nl            Stard3nl
## Gm52543              Gm52543
## Itga21                 Itga2
## Tubb2b1               Tubb2b
## Chst8                  Chst8
## Ntan1                  Ntan1
## Ccdc50                Ccdc50
## Zfp30                  Zfp30
## Zbed3                  Zbed3
## Fat4                    Fat4
## Nucb1                  Nucb1
## Pde1c                  Pde1c
## Psen21                 Psen2
## Tmem38a              Tmem38a
## Rpl21                  Rpl21
## Gp1bb                  Gp1bb
## Hmgb1                  Hmgb1
## Ggh                      Ggh
## Septin5              Septin5
## Prdx21                 Prdx2
## Plaat3                Plaat3
## Rab39b                Rab39b
## Aplp11                 Aplp1
## Raph1                  Raph1
## Hmgn5                  Hmgn5
## Tmem2561             Tmem256
## Ceacam18            Ceacam18
## Gm5148                Gm5148
## Steap2                Steap2
## Chd6                    Chd6
## Tspan131             Tspan13
## Rpl7a                  Rpl7a
## Hsd17b13            Hsd17b13
## 0610040J01Rik  0610040J01Rik
## Slc35b3              Slc35b3
## Pde8a1                 Pde8a
## Dnajc15              Dnajc15
## Cox8a1                 Cox8a
## Fah                      Fah
## Arpc1a1               Arpc1a
## Mrpl17                Mrpl17
## Gm32995              Gm32995
## Samd11                Samd11
## Ap1s3                  Ap1s3
## Immp1l                Immp1l
## Pck2                    Pck2
## Galr2                  Galr2
## Gm30247              Gm30247
## Ern1                    Ern1
## Kank2                  Kank2
## Epha31                 Epha3
## Sec61g1               Sec61g
## Ap1ar                  Ap1ar
## Pgm2l1                Pgm2l1
## Eef1g                  Eef1g
## Iftap                  Iftap
## Cobll1                Cobll1
## Fam204a              Fam204a
## Sec11a1               Sec11a
## Psma5                  Psma5
## Nagk                    Nagk
## Erg28                  Erg28
## Tmem45a              Tmem45a
## Mthfs                  Mthfs
## Arhgef37            Arhgef37
## Mir100hg            Mir100hg
## Nbea                    Nbea
## Gask1a                Gask1a
## Manf                    Manf
## Vmac                    Vmac
## Tecr1                   Tecr
## Caprin2              Caprin2
## Pank1                  Pank1
## Ormdl21               Ormdl2
## Rab27a                Rab27a
## Pla2g15              Pla2g15
## Serf1                  Serf1
## Pigp                    Pigp
## Sfr1                    Sfr1
## Frmd7                  Frmd7
## Selenoi              Selenoi
## Rida                    Rida
## Creg11                 Creg1
## Adam32                Adam32
## Rps9                    Rps9
## Rab11fip2          Rab11fip2
## Gsto2                  Gsto2
## Nav2                    Nav2
## Rpl24                  Rpl24
## Mxd4                    Mxd4
## Gm2a                    Gm2a
## Per3                    Per3
## Calm31                 Calm3
## Lsr1                     Lsr
## Hpgd                    Hpgd
## Lamb1                  Lamb1
## Selenow              Selenow
## Ppdpf1                 Ppdpf
## Trappc6b1           Trappc6b
## Sobp1                   Sobp
## Lamtor21             Lamtor2
## Sp3os1                 Sp3os
## 2510009E07Rik  2510009E07Rik
## Ifit1                  Ifit1
## Antkmt1               Antkmt
## Slc35g21             Slc35g2
## Rpl18a                Rpl18a
## Agtpbp1              Agtpbp1
## Glrx5                  Glrx5
## Prkrip11             Prkrip1
## Guk11                   Guk1
## Med12                  Med12
## Stxbp11               Stxbp1
## Ndufa71               Ndufa7
## Btf31                   Btf3
## Ccdc169              Ccdc169
## Ehd3                    Ehd3
## Cd99l2                Cd99l2
## Mturn                  Mturn
## Abcc5                  Abcc5
## Krtcap2              Krtcap2
## P3h4                    P3h4
## Smim27                Smim27
## Tbca                    Tbca
## Chst12                Chst12
## Cul1                    Cul1
## Rplp2                  Rplp2
## Spp2                    Spp2
## Gm34194              Gm34194
## Cdhr2                  Cdhr2
## Krtcap3              Krtcap3
## Ten1                    Ten1
## Isoc2b                Isoc2b
## Ms4a5                  Ms4a5
## Eci2                    Eci2
## Rps21                  Rps21
## Gm41676              Gm41676
## Asxl3                  Asxl3
## 2610035D17Rik1 2610035D17Rik
## Crybb1                Crybb1
## Fndc1                  Fndc1
## Slc44a3              Slc44a3
## Peg131                 Peg13
## Cnot8                  Cnot8
## Actn11                 Actn1
## Zfp697                Zfp697
## Tmx4                    Tmx4
## Nfia                    Nfia
## Tmem107              Tmem107
## Tmem30b1             Tmem30b
## Mapk8ip2            Mapk8ip2
## Jade2                  Jade2
## Ceacam2              Ceacam2
## Flot1                  Flot1
## Ndufa5                Ndufa5
## Gipc1                  Gipc1
## Ssr2                    Ssr2
## Tpm41                   Tpm4
## Tdrkh                  Tdrkh
## Dynlt31               Dynlt3
## Npdc11                 Npdc1
## Uqcr111               Uqcr11
## Ncbp2as2            Ncbp2as2
## Tm4sf51               Tm4sf5
## Fech                    Fech
## Mif1                     Mif
## Unc80                  Unc80
## Nipal1                Nipal1
## Cxxc51                 Cxxc5
## Galns                  Galns
## Pon3                    Pon3
## Appl1                  Appl1
## Klf2                    Klf2
## Unc5c                  Unc5c
## Cops91                 Cops9
## Prdx6                  Prdx6
## Map1b                  Map1b
## Tbrg1                  Tbrg1
## Kif5b1                 Kif5b
## Hexa1                   Hexa
## Mamld1                Mamld1
## Dnajc121             Dnajc12
## Saraf                  Saraf
## Ppp1r14b            Ppp1r14b
## Cbx6                    Cbx6
## Rabac11               Rabac1
## Ndufs51               Ndufs5
## Fgf1                    Fgf1
## Gm31471              Gm31471
## Jpt2                    Jpt2
## Esd                      Esd
## Ppa1                    Ppa1
## Map2k6                Map2k6
## Casp1                  Casp1
## Cebpzos              Cebpzos
## Dpm31                   Dpm3
## Txndc15              Txndc15
## Elavl4                Elavl4
## Xkr7                    Xkr7
## Hes61                   Hes6
## Rnasek1               Rnasek
## Rps26                  Rps26
## Pdk31                   Pdk3
## C230057M02Rik  C230057M02Rik
## Ybx1                    Ybx1
## Lamc2                  Lamc2
## Ntn4                    Ntn4
## C330008A17Rik  C330008A17Rik
## Asap3                  Asap3
## Garin5a              Garin5a
## Hsbp11                 Hsbp1
## Kif12                  Kif12
## Gm132031             Gm13203
## Gc                        Gc
## Psip1                  Psip1
## Npc2                    Npc2
## Cpt2                    Cpt2
## Chchd4                Chchd4
## Pgls                    Pgls
## Xist                    Xist
## Serpinb9            Serpinb9
## Alg5                    Alg5
## Pgghg                  Pgghg
## Xkr6                    Xkr6
## Atraid                Atraid
## Uqcc21                 Uqcc2
## Ttc39b1               Ttc39b
## Tmem191              Tmem191
## Higd2a1               Higd2a
## Amigo1                Amigo1
## Gfpt1                  Gfpt1
## Lingo1                Lingo1
## 3110040N11Rik  3110040N11Rik
## Eif1ax                Eif1ax
## Kcnh2                  Kcnh2
## Hdac5                  Hdac5
## Mrfap11               Mrfap1
## Frk                      Frk
## Gm53610              Gm53610
## Mrpl41                Mrpl41
## Ggct                    Ggct
## Tusc31                 Tusc3
## 2900076A07Rik  2900076A07Rik
## Dhx32                  Dhx32
## Fam114a1            Fam114a1
## Vdac3                  Vdac3
## Tiparp                Tiparp
## Dph6                    Dph6
## Idnk                    Idnk
## Tmem71                Tmem71
## Ypel2                  Ypel2
## Sec61b                Sec61b
## Gm33502              Gm33502
## Commd7                Commd7
## Ppm1l                  Ppm1l
## Ooep                    Ooep
## Smim14                Smim14
## Ddb11                   Ddb1
## Hmgn2                  Hmgn2
## Ifi47                  Ifi47
## Clic51                 Clic5
## Hap1                    Hap1
## Akr1e1                Akr1e1
## Nedd81                 Nedd8
## Spmip3                Spmip3
## Limd2                  Limd2
## Rps17                  Rps17
## Gfra2                  Gfra2
## Golm2                  Golm2
## Kctd10                Kctd10
## Celf6                  Celf6
## Inpp1                  Inpp1
## Sytl5                  Sytl5
## Dnajc18              Dnajc18
## Tmem266              Tmem266
## Gm40109              Gm40109
## Cep85                  Cep85
## Dram2                  Dram2
## Sec621                 Sec62
## Kras1                   Kras
## Tmtc4                  Tmtc4
## Spcs1                  Spcs1
## Ndufc2                Ndufc2
## Ntaq1                  Ntaq1
## Mtfp1                  Mtfp1
## Mapk15                Mapk15
## Evl                      Evl
## Syp1                     Syp
## Fdps1                   Fdps
## Flywch21             Flywch2
## Dap3                    Dap3
## Ndufa131             Ndufa13
## Rps27l1               Rps27l
## Acbd6                  Acbd6
## Gcnt2                  Gcnt2
## Mast2                  Mast2
## Gm35835              Gm35835
## Gja10                  Gja10
## Ndufb21               Ndufb2
## Borcs71               Borcs7
## Snhg8                  Snhg8
## Celf4                  Celf4
## Zfp6671               Zfp667
## Gm41964              Gm41964
## Dusp6                  Dusp6
## Klhdc8a1             Klhdc8a
## Neurl1a              Neurl1a
## Ube2s                  Ube2s
## Eif3k1                 Eif3k
## Selenof              Selenof
## Sstr51                 Sstr5
## Zfp507                Zfp507
## Tiprl                  Tiprl
## Fam234b              Fam234b
## Pigs1                   Pigs
## 2010004M13Rik  2010004M13Rik
## Mzt2                    Mzt2
## Copa1                   Copa
## Zfp9381               Zfp938
## Lage3                  Lage3
## Rb1                      Rb1
## Gm39467              Gm39467
## Gm9908                Gm9908
## Gstm6                  Gstm6
## Pla2g1b              Pla2g1b
## Rpl5                    Rpl5
## Camk1                  Camk1
## Ina                      Ina
## Pitpnc1              Pitpnc1
## Dctn31                 Dctn3
## Arpc31                 Arpc3
## Gmpr                    Gmpr
## Psenen1               Psenen
## Lppos                  Lppos
## Ugt2b35              Ugt2b35
## Tmem591               Tmem59
## Atp5f1b              Atp5f1b
## Kxd1                    Kxd1
## Akr1c19              Akr1c19
## Adgrg41               Adgrg4
## Gm41804              Gm41804
## Gm9926                Gm9926
## Mthfsl1               Mthfsl
## Fam241b              Fam241b
## Tns2                    Tns2
## Ifi301                 Ifi30
## Ruvbl1                Ruvbl1
## Wdr83os              Wdr83os
## Zfp945                Zfp945
## Gng101                 Gng10
## Tnfsf12              Tnfsf12
## Wfdc2                  Wfdc2
## Usp24                  Usp24
## Gm46528              Gm46528
## Rundc3b              Rundc3b
## Tecpr11               Tecpr1
## Mag                      Mag
## Paip21                 Paip2
## Adh51                   Adh5
## Smim11                Smim11
## Eid11                   Eid1
## Mrpl521               Mrpl52
## Fam89a                Fam89a
## Dctn6                  Dctn6
## Ubl51                   Ubl5
## Muc13                  Muc13
## Glra3                  Glra3
## Snhg4                  Snhg4
## Naca                    Naca
## Sytl2                  Sytl2
## Zfp709                Zfp709
## Kcnh61                 Kcnh6
## Ift25                  Ift25
## Mapre2                Mapre2
## Zfp961                Zfp961
## Rpl23a                Rpl23a
## Gusb1                   Gusb
## Hnrnpa0              Hnrnpa0
## Pdcd7                  Pdcd7
## Septin21             Septin2
## Ptov11                 Ptov1
## Inpp5f                Inpp5f
## Prorsd1              Prorsd1
## Emc71                   Emc7
## Rhoa1                   Rhoa
## Rraga1                 Rraga
## Klhdc21               Klhdc2
## Pik3c2b              Pik3c2b
## Gm51641              Gm51641
## Cntnap5b            Cntnap5b
## Orm1                    Orm1
## Cyp4a32              Cyp4a32
## Dynlrb11             Dynlrb1
## Cryba21               Cryba2
## Spg21                  Spg21
## Anp32e                Anp32e
## Ccl27a                Ccl27a
## Snrpf                  Snrpf
## Krt4                    Krt4
## Erp291                 Erp29
## Sugt11                 Sugt1
## Slc37a3              Slc37a3
## Pofut2                Pofut2
## C230034O21Rik  C230034O21Rik
## Dcxr                    Dcxr
## Mrps18c1             Mrps18c
## Fahd1                  Fahd1
## Izumo4                Izumo4
## Pin1                    Pin1
## Gm15706              Gm15706
## Cd91                     Cd9
## Fahd2a                Fahd2a
## A630066F11Rik  A630066F11Rik
## Cirbp                  Cirbp
## Rpl26                  Rpl26
## Rpa3                    Rpa3
## Stmp1                  Stmp1
## Fcna                    Fcna
## Foxo1                  Foxo1
## Sdhaf4                Sdhaf4
## Gm38487              Gm38487
## Dusp23                Dusp23
## Ppp1r9a              Ppp1r9a
## Clic11                 Clic1
## Far1                    Far1
## Armcx4                Armcx4
## Rnf111                 Rnf11
## Tprg1l1               Tprg1l
## Smim10l11           Smim10l1
## Erlec1                Erlec1
## Vsig1                  Vsig1
## Czib                    Czib
## Coq7                    Coq7
## Lamc1                  Lamc1
## Nefm                    Nefm
## Spock2                Spock2
## Ccdc921               Ccdc92
## Abhd14a              Abhd14a
## Tigd2                  Tigd2
## Rtl8b                  Rtl8b
## Emb                      Emb
## Lipt2                  Lipt2
## Gstm5                  Gstm5
## Apool                  Apool
## Clic6                  Clic6
## Naxd1                   Naxd
## Cimap1b              Cimap1b
## Ucp21                   Ucp2
## Ufc11                   Ufc1
## Tbpl1                  Tbpl1
## Mtln                    Mtln
## Psmb8                  Psmb8
## Morf4l11             Morf4l1
## Prnp1                   Prnp
## Dnajc4                Dnajc4
## Axdnd1                Axdnd1
## As3mt                  As3mt
## Aopep                  Aopep
## Dnajc19              Dnajc19
## Nek7                    Nek7
## Mrps16                Mrps16
## Capn2                  Capn2
## Gm12146              Gm12146
## Norad1                 Norad
## Pet1001               Pet100
## Spr                      Spr
## Ctbs                    Ctbs
## 6330407A03Rik  6330407A03Rik
## Tox1                     Tox
## Lrrc58                Lrrc58
## Tmem230              Tmem230
## Psmg41                 Psmg4
## Ints6l                Ints6l
## Zdhhc141             Zdhhc14
## Snx6                    Snx6
## Gm53896              Gm53896
## Sdf2l1                Sdf2l1
## Rab9                    Rab9
## Dcaf8                  Dcaf8
## Trp53i111           Trp53i11
## Tmem106c            Tmem106c
## Psmb101               Psmb10
## Gas21                   Gas2
## Aimp11                 Aimp1
## Ankrd13d            Ankrd13d
## Cdkl2                  Cdkl2
## Slc25a36            Slc25a36
## Tmem150b            Tmem150b
## Rps27                  Rps27
## Arl6                    Arl6
## Map3k151             Map3k15
## Med21                  Med21
## Xpnpep21             Xpnpep2
## Colgalt2            Colgalt2
## Gm7361                Gm7361
## Psme11                 Psme1
## Ctss                    Ctss
## Jpx                      Jpx
## Nudcd2                Nudcd2
## Porcn                  Porcn
## Rcn2                    Rcn2
## Hypk1                   Hypk
## Gnai21                 Gnai2
## Dmd                      Dmd
## Lamtor41             Lamtor4
## Trappc14             Trappc1
## Ostf1                  Ostf1
## Rnf135                Rnf135
## Cbfb                    Cbfb
## Cct5                    Cct5
## Cisd11                 Cisd1
## Cd1d1                  Cd1d1
## Bcas2                  Bcas2
## Meis2                  Meis2
## Ei241                   Ei24
## Tap2                    Tap2
## Sdhd                    Sdhd
## Homer1                Homer1
## Lyn                      Lyn
## Tbcb1                   Tbcb
## Rpp25l                Rpp25l
## Med281                 Med28
## Arf4                    Arf4
## Lsm8                    Lsm8
## Pvt1                    Pvt1
## Ppp1r111             Ppp1r11
## Ephx4                  Ephx4
## Sdcbp2                Sdcbp2
## Smad11                 Smad1
## Sun3                    Sun3
## Vdac2                  Vdac2
## Rad51d                Rad51d
## Fibp                    Fibp
## Lrp3                    Lrp3
## Psmb11                 Psmb1
## Atp8a11               Atp8a1
## Zbp1                    Zbp1
## Mid2                    Mid2
## Micos13              Micos13
## Tmed101               Tmed10
## Eif11                   Eif1
## Scamp1                Scamp1
## Cda                      Cda
## Fundc2                Fundc2
## Eif2s21               Eif2s2
## Arid5b                Arid5b
## Zc3h12c              Zc3h12c
## Hint2                  Hint2
## Prodh21               Prodh2
## Psma21                 Psma2
## B9d1                    B9d1
## Gm26871              Gm26871
## Mettl23              Mettl23
## Atp5pf                Atp5pf
## Eif3i                  Eif3i
## Ubb1                     Ubb
## Bcl2                    Bcl2
## Rpp211                 Rpp21
## Bnip3l1               Bnip3l
## Angptl6              Angptl6
## Ndufa8                Ndufa8
## Foxa31                 Foxa3
## S100a131             S100a13
## Glrx3                  Glrx3
## Cog11                   Cog1
## Gbp7                    Gbp7
## Dgcr6                  Dgcr6
## Gm15972              Gm15972
## Csrp1                  Csrp1
## Jkamp1                 Jkamp
## Churc11               Churc1
## Ndufaf3              Ndufaf3
## Vamp31                 Vamp3
## Hdac7                  Hdac7
## Ppargc1b            Ppargc1b
## Nsf1                     Nsf
## Cryl1                  Cryl1
## Gm10400              Gm10400
## Katnal1              Katnal1
## Tmem42                Tmem42
## Sidt1                  Sidt1
## Mri1                    Mri1
## Ccdc126              Ccdc126
## Cox6a11               Cox6a1
## Nme31                   Nme3
## Ciao2b1               Ciao2b
## Gabbr2                Gabbr2
## Akr1c131             Akr1c13
## Tubb2a1               Tubb2a
## Lin37                  Lin37
## D130020L05Rik  D130020L05Rik
## Hsd17b7              Hsd17b7
## Gm28523              Gm28523
## Gars1                  Gars1
## Gm32546              Gm32546
## Pgap2                  Pgap2
## Atp8b5                Atp8b5
## Tor3a1                 Tor3a
## Naaa                    Naaa
## Lpcat2                Lpcat2
## Mbnl21                 Mbnl2
## Gm39369              Gm39369
## Rps6ka3              Rps6ka3
## Rnf71                   Rnf7
## Zfp771                Zfp771
## Ccdc30                Ccdc30
## Ift1721               Ift172
## Gimap5                Gimap5
## Zfp422                Zfp422
## Gm12576              Gm12576
## Tmem1471             Tmem147
## Nans                    Nans
## Oaz11                   Oaz1
## Snap471               Snap47
## Samhd1                Samhd1
## 4921528I07Rik  4921528I07Rik
## Mcrip11               Mcrip1
## Emc9                    Emc9
## Cotl11                 Cotl1
## C230035I16Rik  C230035I16Rik
## Cebpa                  Cebpa
## Pop7                    Pop7
## Trappc31             Trappc3
## Ttll5                  Ttll5
## Marchf2              Marchf2
## Swi5                    Swi5
## Glb11                   Glb1
## Ipo8                    Ipo8
## Fbxo211               Fbxo21
## Nt5e1                   Nt5e
## Eef1akmt1          Eef1akmt1
## Armcx1                Armcx1
## Cct31                   Cct3
## Tmbim4                Tmbim4
## Dpy30                  Dpy30
## Pdcd51                 Pdcd5
## Mrpl531               Mrpl53
## Cfdp1                  Cfdp1
## Parp14                Parp14
## Tnks1bp1            Tnks1bp1
## Svbp                    Svbp
## Tvp23b1               Tvp23b
## Atl3                    Atl3
## Il3ra                  Il3ra
## Fbxw17                Fbxw17
## Ror2                    Ror2
## Gnaq                    Gnaq
## Rbpms                  Rbpms
## Ccdc86                Ccdc86
## Ccpg1                  Ccpg1
## Rras1                   Rras
## Pgbd5                  Pgbd5
## Mrpl571               Mrpl57
## Fgf18                  Fgf18
## Scin                    Scin
## Smap2                  Smap2
## Pyurf                  Pyurf
## Macroh2a2          Macroh2a2
## Casd1                  Casd1
## Csgalnact2        Csgalnact2
## Ccdc28b              Ccdc28b
## Nrp2                    Nrp2
## Rab25                  Rab25
## Mrpl43                Mrpl43
## Fam216a              Fam216a
## 1600014C10Rik  1600014C10Rik
## Gm41603              Gm41603
## Sap18                  Sap18
## Ilk                      Ilk
## Msantd3              Msantd3
## C1galt1c1          C1galt1c1
## Fam221a              Fam221a
## Pde2a1                 Pde2a
## Rnf114                Rnf114
## Eif5a                  Eif5a
## Tex30                  Tex30
## Tmem242              Tmem242
## Lsm11                  Lsm11
## Unc79                  Unc79
## Cct71                   Cct7
## Polr2d                Polr2d
## Mindy21               Mindy2
## Rhob1                   Rhob
## Slc12a5              Slc12a5
## Wdfy2                  Wdfy2
## Ttc21b                Ttc21b
## Ywhag1                 Ywhag
## Cox6b11               Cox6b1
## Acsf3                  Acsf3
## Ccdc107              Ccdc107
## Cnot6l1               Cnot6l
## Chchd11               Chchd1
## Sec61a11             Sec61a1
## Ube2b                  Ube2b
## Itgb1bp1            Itgb1bp1
## Polr2j1               Polr2j
## Fmc1                    Fmc1
## Gm16174              Gm16174
## Lamtor5              Lamtor5
## Nme11                   Nme1
## Eloc1                   Eloc
## Rai2                    Rai2
## 4930594M22Rik  4930594M22Rik
## Ndufa41               Ndufa4
## Hddc3                  Hddc3
## Ndufb5                Ndufb5
## Ilkap1                 Ilkap
## Ap2b11                 Ap2b1
## Tmie                    Tmie
## Uqcrh                  Uqcrh
## Gnaz1                   Gnaz
## Bace11                 Bace1
## Arhgap6              Arhgap6
## Trir1                   Trir
## Cmc1                    Cmc1
## Borcs6                Borcs6
## Gm34294              Gm34294
## Phax                    Phax
## Uap1                    Uap1
## Rab3a1                 Rab3a
## Xaf1                    Xaf1
## Trp53bp1            Trp53bp1
## Paip2b                Paip2b
## Gm10029              Gm10029
## Cdc421                 Cdc42
## Psmg2                  Psmg2
## Ptrhd1                Ptrhd1
## Baiap2l1            Baiap2l1
## Phb1                    Phb1
## Arl1                    Arl1
## Tnr                      Tnr
## Dhrs7                  Dhrs7
## Abcc41                 Abcc4
## Mtmr71                 Mtmr7
## Dmxl2                  Dmxl2
## Cox5b                  Cox5b
## Selenom1             Selenom
## Glmn                    Glmn
## 1700066M21Rik  1700066M21Rik
## Adgrg7                Adgrg7
## Tmem1651             Tmem165
## Nop10                  Nop10
## Smim30                Smim30
## Nap1l5                Nap1l5
## Lpar5                  Lpar5
## Kbtbd12              Kbtbd12
## Ddost                  Ddost
## D830035M03Rik  D830035M03Rik
## 4933412E12Rik  4933412E12Rik
## Slc25a29            Slc25a29
## Lamp21                 Lamp2
## Spata45              Spata45
## 2310039H08Rik  2310039H08Rik
## Ctsz                    Ctsz
## Yy11                     Yy1
## Erp44                  Erp44
## Lhfpl4                Lhfpl4
## Scmh1                  Scmh1
## Tmem151b            Tmem151b
## Impdh11               Impdh1
## Ramp2                  Ramp2
## Sh3yl11               Sh3yl1
## Epsti1                Epsti1
## Smim291               Smim29
## Timm17a1             Timm17a
## Smpdl3a              Smpdl3a
## Marchf91             Marchf9
## Prrc1                  Prrc1
## Ube2h                  Ube2h
## Mocs1                  Mocs1
## Chchd6                Chchd6
## Ndufb101             Ndufb10
## Frmd6                  Frmd6
## Gm41753              Gm41753
## Pcmt1                  Pcmt1
## Hras1                   Hras
## Desi2                  Desi2
## Fes                      Fes
## F8a                      F8a
## Zfp81                  Zfp81
## Fndc3a                Fndc3a
## Unc119                Unc119
## Avpi1                  Avpi1
## Polr2g1               Polr2g
## Tle6                    Tle6
## Mvk                      Mvk
## Klhdc1                Klhdc1
## Extl2                  Extl2
## Sort11                 Sort1
## Ing1                    Ing1
## Gnptg1                 Gnptg
## Tmem2051             Tmem205
## Gm45998              Gm45998
## Hacd1                  Hacd1
## Tma71                   Tma7
## Arhgef9              Arhgef9
## Laptm4a1             Laptm4a
## Anapc11              Anapc11
## Arhgef10l          Arhgef10l
## Nhlh2                  Nhlh2
## Mobp                    Mobp
## Cmya5                  Cmya5
## Vbp11                   Vbp1
## P3h1                    P3h1
## Dpyd                    Dpyd
## Mmp24                  Mmp24
## Atl2                    Atl2
## Cmbl                    Cmbl
## Zfp941                Zfp941
## Adk                      Adk
## Bola3                  Bola3
## Gbp9                    Gbp9
## Ctps2                  Ctps2
## Tm7sf3                Tm7sf3
## Zswim5                Zswim5
## Igdcc4                Igdcc4
## Fam229b              Fam229b
## Prkaa11               Prkaa1
## Sdhaf1                Sdhaf1
## 1300002E11Rik  1300002E11Rik
## 2810001A02Rik  2810001A02Rik
## Cox7c                  Cox7c
## Setd31                 Setd3
## Ivd                      Ivd
## Tcp11                   Tcp1
## Ndrg4                  Ndrg4
## Ephb2                  Ephb2
## Gm14279              Gm14279
## Dpy19l1              Dpy19l1
## Lefty1                Lefty1
## Dad11                   Dad1
## Dbndd2                Dbndd2
## Hfe                      Hfe
## Zfp932                Zfp932
## Sil1                    Sil1
## Mrpl201               Mrpl20
## Hcar11                 Hcar1
## Usp8                    Usp8
## Slc66a3              Slc66a3
## Drg11                   Drg1
## Rapgef4              Rapgef4
## Zfp362                Zfp362
## Prelid1              Prelid1
## Gm54305              Gm54305
## Gadd45g1             Gadd45g
## Serp21                 Serp2
## Acyp1                  Acyp1
## 2200002J24Rik  2200002J24Rik
## Rxylt1                Rxylt1
## Bag4                    Bag4
## Ncstn1                 Ncstn
## Mtfr1l                Mtfr1l
## Gm16124              Gm16124
## Tmem237              Tmem237
## Dlat                    Dlat
## Mettl9                Mettl9
## 2310009B15Rik  2310009B15Rik
## Rhou                    Rhou
## Mtif2                  Mtif2
## Hmg20a                Hmg20a
## Btf3l4                Btf3l4
## Hsd17b10            Hsd17b10
## Edaradd              Edaradd
## Ampd3                  Ampd3
## Gmfb1                   Gmfb
## St18                    St18
## Armcx2                Armcx2
## Ubxn1                  Ubxn1
## Kcna4                  Kcna4
## Ecd                      Ecd
## Gpr108                Gpr108
## Socs1                  Socs1
## C1ra                    C1ra
## Ankra21               Ankra2
## Fkbp3                  Fkbp3
## Aldh18a1            Aldh18a1
## Gm38952              Gm38952
## Klc3                    Klc3
## Sra11                   Sra1
## Thumpd1              Thumpd1
## Adgrl2                Adgrl2
## Gm19689              Gm19689
## Slc23a2              Slc23a2
## Tmem35b              Tmem35b
## Srpk2                  Srpk2
## Txndc16              Txndc16
## Tuba1a1               Tuba1a
## Gpr180                Gpr180
## Ctxn1                  Ctxn1
## Pcmtd11               Pcmtd1
## Rtraf                  Rtraf
## Gm54268              Gm54268
## Zbtb7c                Zbtb7c
## Fgl1                    Fgl1
## Cyp2c651             Cyp2c65
## Gm51806              Gm51806
## Timm10b1             Timm10b
## Atp5pb                Atp5pb
## Gm44008              Gm44008
## Msto1                  Msto1
## Mapk31                 Mapk3
## Coro2b                Coro2b
## Haghl                  Haghl
## Prkar1a1             Prkar1a
## Prr15                  Prr15
## 1810008I18Rik  1810008I18Rik
## Kdelr21               Kdelr2
## Sec22b                Sec22b
## Pts                      Pts
## Trappc6a1           Trappc6a
## Hsdl2                  Hsdl2
## E2f2                    E2f2
## Emc101                 Emc10
## Gng2                    Gng2
## Timm231               Timm23
## Spcs3                  Spcs3
## A1cf                    A1cf
## Mrps17                Mrps17
## Crlf2                  Crlf2
## Ptpmt1                Ptpmt1
## Med30                  Med30
## Abhd16a1             Abhd16a
## Erh                      Erh
## Tspyl4                Tspyl4
## Lyrm9                  Lyrm9
## Rab11a1               Rab11a
## Prdx4                  Prdx4
## Nxn                      Nxn
## Zfp74                  Zfp74
## Tmem126a1           Tmem126a
## Def8                    Def8
## Ngrn                    Ngrn
## Tyw5                    Tyw5
## Rapgef5              Rapgef5
## Gm12343              Gm12343
## 1600027J07Rik  1600027J07Rik
## Atp6v0e21           Atp6v0e2
## Nr1i2                  Nr1i2
## Bri3                    Bri3
## Smim19                Smim19
## Slc9a7                Slc9a7
## Bcor                    Bcor
## Cdkn1a                Cdkn1a
## H2-T231               H2-T23
## Gas7                    Gas7
## Ppme1                  Ppme1
## Qsox2                  Qsox2
## Mff                      Mff
## Alkbh6                Alkbh6
## Gm33636              Gm33636
## Gm343371             Gm34337
## Bmyc                    Bmyc
## Lancl1                Lancl1
## Triobp1               Triobp
## Ssna11                 Ssna1
## Gm465601             Gm46560
## Scnm1                  Scnm1
## Tmem258              Tmem258
## Nr2f2                  Nr2f2
## Ube2d2a1             Ube2d2a
## Tsnax                  Tsnax
## 2310022B05Rik  2310022B05Rik
## Pigyl                  Pigyl
## Lsm3                    Lsm3
## Frat2                  Frat2
## Cgn                      Cgn
## Zfp704                Zfp704
## Myl12b1               Myl12b
## Zfp8711               Zfp871
## Cd200                  Cd200
## Fem1b1                 Fem1b
## Uqcc51                 Uqcc5
## Tm2d11                 Tm2d1
## Ntsr2                  Ntsr2
## 1500011B03Rik1 1500011B03Rik
## Cox14                  Cox14
## Eif4a2                Eif4a2
## Lipc1                   Lipc
## Slc44a11             Slc44a1
## Rprd1a                Rprd1a
## Myc                      Myc
## Fam83b                Fam83b
## Tmed4                  Tmed4
## Atp2a21               Atp2a2
## Cul7                    Cul7
## Pygb                    Pygb
## Ndufab1              Ndufab1
## Gemin5                Gemin5
## Tmem2381             Tmem238
## Mtmr9                  Mtmr9
## Zdhhc17              Zdhhc17
## Sigmar1              Sigmar1
## Gtf2e2                Gtf2e2
## Dbp                      Dbp
## Prmt11                 Prmt1
## Tmem14a              Tmem14a
## Ldaf1                  Ldaf1
## Lekr1                  Lekr1
## Zfp318                Zfp318
## Eid2                    Eid2
## Gal                      Gal
## Vamp21                 Vamp2
## Gm40743              Gm40743
## 2310010J17Rik  2310010J17Rik
## Gtf2f1                Gtf2f1
## Creb3                  Creb3
## Cmtm8                  Cmtm8
## Cyp3a16              Cyp3a16
## Gm53937              Gm53937
## Vps291                 Vps29
## Ino80d                Ino80d
## Gal3st1              Gal3st1
## Spryd7                Spryd7
## Atp6ap11             Atp6ap1
## Micu31                 Micu3
## Hint31                 Hint3
## Cep112                Cep112
## Polb                    Polb
## Rbm43                  Rbm43
## Syt14                  Syt14
## Gnb21                   Gnb2
## Eef1akmt2          Eef1akmt2
## Meiob                  Meiob
## Cnst                    Cnst
## Tmem276              Tmem276
## Nudt10                Nudt10
## Polr2c                Polr2c
## Trappc2b            Trappc2b
## Jtb                      Jtb
## Sar1a1                 Sar1a
## Suclg1                Suclg1
## A930038B10Rik1 A930038B10Rik
## Myl12a                Myl12a
## Itfg11                 Itfg1
## Nbas1                   Nbas
## Man2a2                Man2a2
## Gpr85                  Gpr85
## Rex1bd1               Rex1bd
## Rin31                   Rin3
## Krt1                    Krt1
## Ninj1                  Ninj1
## Dll41                   Dll4
## Gm47095              Gm47095
## Tenm2                  Tenm2
## R3hdm2                R3hdm2
## Fdx1                    Fdx1
## Etv4                    Etv4
## Thap3                  Thap3
## Rufy2                  Rufy2
## Ldlrad4              Ldlrad4
## Sumf2                  Sumf2
## Cadps1                 Cadps
## Lyl1                    Lyl1
## Gm13594              Gm13594
## Septin10            Septin10
## Ppp2ca1               Ppp2ca
## Smim8                  Smim8
## Nkiras2              Nkiras2
## Cby1                    Cby1
## Snrnp271             Snrnp27
## Agpat5                Agpat5
## Ebna1bp2            Ebna1bp2
## Aph1b                  Aph1b
## H1f10                  H1f10
## Sgms1os1            Sgms1os1
## Ndufb3                Ndufb3
## Gabarapl1          Gabarapl1
## Idi11                   Idi1
## Card191               Card19
## Atp5mg1               Atp5mg
## Cd22                    Cd22
## Bola21                 Bola2
## Sar1b1                 Sar1b
## Eef2kmt              Eef2kmt
## Magoh                  Magoh
## Siah21                 Siah2
## Galnt31               Galnt3
## Aldh6a1              Aldh6a1
## Sacs                    Sacs
## Ss18l2                Ss18l2
## Bloc1s2              Bloc1s2
## Psph                    Psph
## Txndc121             Txndc12
## Atp9a1                 Atp9a
## Mycbp2                Mycbp2
## Actr101               Actr10
## Coq2                    Coq2
## Macrod2              Macrod2
## Adcy2                  Adcy2
## Wdr6                    Wdr6
## Pcyox1l1             Pcyox1l
## Fam8a1                Fam8a1
## Arl21                   Arl2
## Gm40922              Gm40922
## Wdr83                  Wdr83
## 2410006H16Rik  2410006H16Rik
## Ttc331                 Ttc33
## H2az2                  H2az2
## Vgll4                  Vgll4
## Gm34147              Gm34147
## Tyw1                    Tyw1
## Pcsk11                 Pcsk1
## Spg71                   Spg7
## Gm20208              Gm20208
## F11r1                   F11r
## Tmem161a            Tmem161a
## Zmat21                 Zmat2
## 9030622O22Rik1 9030622O22Rik
## Cutal1                 Cutal
## Zhx11                   Zhx1
## Ralgps1              Ralgps1
## Auh                      Auh
## F21                       F2
## Akr1c121             Akr1c12
## Timmdc1              Timmdc1
## Utp3                    Utp3
## Mrps24                Mrps24
## 2310015A10Rik  2310015A10Rik
## D730003I15Rik  D730003I15Rik
## Synrg1                 Synrg
## Cdk2ap11             Cdk2ap1
## Il11ra1              Il11ra1
## Foxo4                  Foxo4
## Psmb51                 Psmb5
## Unkl                    Unkl
## Pja21                   Pja2
## Luc7l2                Luc7l2
## Gm41516              Gm41516
## Dnajc21              Dnajc21
## Gm30173              Gm30173
## Gpd1l                  Gpd1l
## Ypel5                  Ypel5
## Smpd31                 Smpd3
## 1700110K17Rik  1700110K17Rik
## Gorasp21             Gorasp2
## Plpp5                  Plpp5
## Ammecr1              Ammecr1
## Dnajb141             Dnajb14
## Tmem30a1             Tmem30a
## Rab13                  Rab13
## Fam3c1                 Fam3c
## Hsbp1l1              Hsbp1l1
## Chmp1b2              Chmp1b2
## Galnt14               Galnt1
## Gm51438              Gm51438
## Vma211                 Vma21
## Eri3                    Eri3
## Gstm71                 Gstm7
## Cebpg1                 Cebpg
## Dtna1                   Dtna
## Dnase2a              Dnase2a
## Oas1a                  Oas1a
## Usp291                 Usp29
## Adal                    Adal
## Neu2                    Neu2
## Glg11                   Glg1
## Pdia6                  Pdia6
## Btbd11                 Btbd1
## Cdc23                  Cdc23
## Rsu1                    Rsu1
## Cib2                    Cib2
## Pold2                  Pold2
## Slc66a21             Slc66a2
## Ube2l6                Ube2l6
## Pank31                 Pank3
## Mrpl12                 Mrpl1
## Fgf9                    Fgf9
## Edem2                  Edem2
## Pfdn2                  Pfdn2
## Hps1                    Hps1
## Dynlt2b              Dynlt2b
## Sms1                     Sms
## Gab1                    Gab1
## Nin                      Nin
## Adprh1                 Adprh
## Bad                      Bad
## Zfp444                Zfp444
## Sub11                   Sub1
## Rab3ip                Rab3ip
## Sowahc1               Sowahc
## Mea11                   Mea1
## Surf1                  Surf1
## Atp5me1               Atp5me
## Fsd1l1                 Fsd1l
## A030001D20Rik  A030001D20Rik
## B230354K17Rik  B230354K17Rik
## Cyp4v31               Cyp4v3
## Med7                    Med7
## 2010320M18Rik  2010320M18Rik
## Asphd1                Asphd1
## Samd9l                Samd9l
## Gm46120              Gm46120
## Igsf231               Igsf23
## Tm2d21                 Tm2d2
## Nudt13                Nudt13
## Trp53i13            Trp53i13
## D330023K18Rik  D330023K18Rik
## Psma31                 Psma3
## Tmem108              Tmem108
## Gramd1a              Gramd1a
## Limch1                Limch1
## Got1                    Got1
## Arb2a1                 Arb2a
## Gm39271              Gm39271
## Fam3a                  Fam3a
## Rtl61                   Rtl6
## Echdc2                Echdc2
## Eci1                    Eci1
## Smyd2                  Smyd2
## Smu1                    Smu1
## Xylt1                  Xylt1
## Vps251                 Vps25
## Ubac1                  Ubac1
## Cops8                  Cops8
## Tceal1                Tceal1
## Psmb2                  Psmb2
## Orai3                  Orai3
## Dis3l2                Dis3l2
## Cul5                    Cul5
## Pafah1b3            Pafah1b3
## Rad21l                Rad21l
## H4c4                    H4c4
## Smim26                Smim26
## Sorbs2                Sorbs2
## Enpp5                  Enpp5
## Znrd21                 Znrd2
## Atp6v1c11           Atp6v1c1
## Bet1l                  Bet1l
## Rab211                 Rab21
## Mfsd10                Mfsd10
## Kif3a                  Kif3a
## Efhd21                 Efhd2
## Alyref2              Alyref2
## Zfp26                  Zfp26
## Pdia4                  Pdia4
## Pigbos1              Pigbos1
## Slc17a5              Slc17a5
## Arhgap11             Arhgap1
## Ablim11               Ablim1
## Mtg1                    Mtg1
## Bcl10                  Bcl10
## Rnh11                   Rnh1
## Nfe2l21               Nfe2l2
## Miga1                  Miga1
## Degs1                  Degs1
## Ndufv2                Ndufv2
## Fam120aos1         Fam120aos
## Trappc2              Trappc2
## Serinc3              Serinc3
## Cflar                  Cflar
## Faap20                Faap20
## Os91                     Os9
## Commd61               Commd6
## Qtrt1                  Qtrt1
## Letmd1                Letmd1
## Rtl8a                  Rtl8a
## Calm11                 Calm1
## Gm44066              Gm44066
## Atp1b3                Atp1b3
## Nedd41                 Nedd4
## Spa17                  Spa17
## Scrn1                  Scrn1
## Rhobtb3              Rhobtb3
## Vegfb                  Vegfb
## Amotl1                Amotl1
## Lman1                  Lman1
## Zfpl1                  Zfpl1
## Ift27                  Ift27
## Dnaja41               Dnaja4
## Lrba                    Lrba
## Plekhj1              Plekhj1
## Tapbpl                Tapbpl
## Irf1                    Irf1
## Sf3b5                  Sf3b5
## Ppp1ca1               Ppp1ca
## Carlr                  Carlr
## Halr1                  Halr1
## Atp8b3                Atp8b3
## Gm42060              Gm42060
## Gm32144              Gm32144
## Igsf8                  Igsf8
## Ptpn9                  Ptpn9
## Smagp1                 Smagp
## Slc25a11            Slc25a11
## Slc39a10            Slc39a10
## Atp8b2                Atp8b2
## Sdf21                   Sdf2
## Tpd52l1              Tpd52l1
## Iscu                    Iscu
## Pdia31                 Pdia3
## Zfp882                Zfp882
## Gm34552              Gm34552
## Fbxo3                  Fbxo3
## Rtn31                   Rtn3
## Lyrm2                  Lyrm2
## Cdkn2d                Cdkn2d
## Hacd31                 Hacd3
## Tifa                    Tifa
## Psme2                  Psme2
## Zfand1                Zfand1
## Slc43a21             Slc43a2
## Srsf91                 Srsf9
## Mat2b                  Mat2b
## Rab6b1                 Rab6b
## Mrpl22                Mrpl22
## Slc39a61             Slc39a6
## Snx21                  Snx21
## Irgm1                  Irgm1
## Rtn4rl11             Rtn4rl1
## Lca5                    Lca5
## Med31                  Med31
## Patz1                  Patz1
## Taf101                 Taf10
## Gm15520              Gm15520
## Gm6329                Gm6329
## Nt5c3b                Nt5c3b
## Chrac1                Chrac1
## Rapgef3os2        Rapgef3os2
## Tstd3                  Tstd3
## Chmp51                 Chmp5
## Spty2d1              Spty2d1
## Stat5b                Stat5b
## Apbb11                 Apbb1
## Mrps121               Mrps12
## Arpc21                 Arpc2
## Maml3                  Maml3
## Gm33055              Gm33055
## Vps36                  Vps36
## Tmem151a            Tmem151a
## Arl15                  Arl15
## Pacs1                  Pacs1
## Ank3                    Ank3
## Herpud2              Herpud2
## Txnl1                  Txnl1
## Surf4                  Surf4
## Anp32b1               Anp32b
## Kctd13                Kctd13
## Cds2                    Cds2
## 2810001G20Rik  2810001G20Rik
## Dnmt3b                Dnmt3b
## Furin                  Furin
## Naa38                  Naa38
## 2410022M11Rik  2410022M11Rik
## 4921524J17Rik  4921524J17Rik
## Mtch11                 Mtch1
## Tmem267              Tmem267
## Iyd1                     Iyd
## Hnrnph3              Hnrnph3
## A930005H10Rik  A930005H10Rik
## Slc25a23            Slc25a23
## Ifit3                  Ifit3
## Gm54326              Gm54326
## Ak1                      Ak1
## Etfb1                   Etfb
## Vcf11                   Vcf1
## Sec22a1               Sec22a
## Eny2                    Eny2
## Cul4a                  Cul4a
## Triap1                Triap1
## Txndc91               Txndc9
## Snrpb                  Snrpb
## 1500026H17Rik  1500026H17Rik
## Tspan311             Tspan31
## Uckl1                  Uckl1
## Ywhab1                 Ywhab
## Slc30a7              Slc30a7
## Rpl34-ps1          Rpl34-ps1
## Srp91                   Srp9
## Dnajc1                Dnajc1
## Rnf142                 Rnf14
## Rfx5                    Rfx5
## Gm10642              Gm10642
## Hsd17b4              Hsd17b4
## Tnks21                 Tnks2
## Cspg4b                Cspg4b
## A930028N01Rik  A930028N01Rik
## Kank3                  Kank3
## Mydgf1                 Mydgf
## Amacr                  Amacr
## Tcta1                   Tcta
## Syt17                  Syt17
## Pkm1                     Pkm
## Slc39a13            Slc39a13
## Eif1a                  Eif1a
## Gm52284              Gm52284
## Lcmt1                  Lcmt1
## Miat                    Miat
## Grk21                   Grk2
## Gsdma1                 Gsdma
## Naa20                  Naa20
## Abcc1                  Abcc1
## Ppp1r7                Ppp1r7
## Btbd10                Btbd10
## Chic2                  Chic2
## Tmem101              Tmem101
## Oma1                    Oma1
## Tpp11                   Tpp1
## Copb21                 Copb2
## Zwint1                 Zwint
## Gm33989              Gm33989
## Angpt2                Angpt2
## Rnaseh2c            Rnaseh2c
## Sergef                Sergef
## Ptma1                   Ptma
## Adi11                   Adi1
## Naxe                    Naxe
## Nedd4l                Nedd4l
## Irak1                  Irak1
## Map9                    Map9
## Taf13                  Taf13
## Grik5                  Grik5
## Pea15a1               Pea15a
## Snrnp35              Snrnp35
## Phf10                  Phf10
## Dtymk                  Dtymk
## Drap11                 Drap1
## Ski                      Ski
## Jph4                    Jph4
## Xkr4                    Xkr4
## Nelfb                  Nelfb
## Zfand6                Zfand6
## Nuak21                 Nuak2
## Psmd121               Psmd12
## Rtcb                    Rtcb
## Rpp38                  Rpp38
## Snrpd3                Snrpd3
## Hprt11                 Hprt1
## Vamp4                  Vamp4
## Echdc3                Echdc3
## Atxn2                  Atxn2
## Yipf31                 Yipf3
## Gm38563              Gm38563
## Cep19                  Cep19
## Eef2                    Eef2
## Gm4013                Gm4013
## Tmem179b            Tmem179b
## Usp14                  Usp14
## Rab42                  Rab42
## Phpt11                 Phpt1
## Fam149a1             Fam149a
## Nectin2              Nectin2
## Klhl7                  Klhl7
## Trim27                Trim27
## Ccdc136              Ccdc136
## Cd83                    Cd83
## Zfp974                Zfp974
## Cct8                    Cct8
## Ndufb61               Ndufb6
## Ccdc88a              Ccdc88a
## Fchsd2                Fchsd2
## Eef1a2                Eef1a2
## Anapc10              Anapc10
## Mrpl34                Mrpl34
## Spon2                  Spon2
## Cand11                 Cand1
## B4galt2              B4galt2
## Gm52310              Gm52310
## Map1lc3a1           Map1lc3a
## Pik3c2a              Pik3c2a
## Ufm11                   Ufm1
## Diaph3                Diaph3
## Enpp41                 Enpp4
## M6pr                    M6pr
## Cenpp                  Cenpp
## Ptger3                Ptger3
## Nmt2                    Nmt2
## Loricrin            Loricrin
## Trim3                  Trim3
## Lasp1                  Lasp1
## Trappc5              Trappc5
## Psmd81                 Psmd8
## Bhlhb9                Bhlhb9
## Gm26782              Gm26782
## Gnb51                   Gnb5
## Ccs                      Ccs
## Rpl27                  Rpl27
## Snx14                  Snx14
## Zfp580                Zfp580
## Eef1d                  Eef1d
## Wbp12                   Wbp1
## Pik3ip1              Pik3ip1
## Tle2                    Tle2
## Gtf2a21               Gtf2a2
## Pop51                   Pop5
## Leo1                    Leo1
## 2510002D24Rik  2510002D24Rik
## Epb41l4b1           Epb41l4b
## Mrpl28                Mrpl28
## Polr2i1               Polr2i
## Dhx30                  Dhx30
## Gm38661              Gm38661
## Yif1b                  Yif1b
## Camk2n21             Camk2n2
## Fdft11                 Fdft1
## Lrrc31                Lrrc31
## Wdr25                  Wdr25
## Prkca                  Prkca
## Adam101               Adam10
## Itgb3bp              Itgb3bp
## Rmdn3                  Rmdn3
## Zfp442                Zfp442
## Ufsp2                  Ufsp2
## Kcnj16                Kcnj16
## Sbsn                    Sbsn
## Vps281                 Vps28
## Gm16548              Gm16548
## Dctn21                 Dctn2
## Adgrl1                Adgrl1
## Mrpl301               Mrpl30
## Vsig10                Vsig10
## Lurap1l1             Lurap1l
## Taf11                  Taf11
## Kmt5a1                 Kmt5a
## Ppa2                    Ppa2
## Zfp763                Zfp763
## Gcsh                    Gcsh
## Atp6v0a11           Atp6v0a1
## Daam11                 Daam1
## Msra                    Msra
## Rhoq                    Rhoq
## Nop16                  Nop16
## Gm4035                Gm4035
## Taf9b                  Taf9b
## Mthfsd                Mthfsd
## Nanp                    Nanp
## 1700108F19Rik  1700108F19Rik
## Alkbh7                Alkbh7
## Kcnk11                 Kcnk1
## Tmem1641             Tmem164
## Mrps341               Mrps34
## Mrpl231               Mrpl23
## Plxna3                Plxna3
## Yeats41               Yeats4
## Ramac1                 Ramac
## C920006O11Rik  C920006O11Rik
## Chil6                  Chil6
## Gm42094              Gm42094
## Kcnb1                  Kcnb1
## Bbox1                  Bbox1
## Hook3                  Hook3
## Tnnt11                 Tnnt1
## Tnfaip8              Tnfaip8
## Nae1                    Nae1
## Abca1                  Abca1
## Parp2                  Parp2
## Grpel2                Grpel2
## Rabep11               Rabep1
## Tsfm                    Tsfm
## Trpc1                  Trpc1
## Sel1l1                 Sel1l
## Gale1                   Gale
## 5430400D12Rik  5430400D12Rik
## Ogt                      Ogt
## Foxk1                  Foxk1
## Faah                    Faah
## Fyn1                     Fyn
## 2700062C07Rik  2700062C07Rik
## Nicn1                  Nicn1
## Ap3s2                  Ap3s2
## Ces2b                  Ces2b
## Dtd2                    Dtd2
## Rrp11                   Rrp1
## Agbl3                  Agbl3
## Arpc51                 Arpc5
## Cerkl                  Cerkl
## Zfp707                Zfp707
## Map3k3                Map3k3
## Noc2l                  Noc2l
## Gata4                  Gata4
## Ppid                    Ppid
## Crybg3                Crybg3
## Tmc41                   Tmc4
## Add1                    Add1
## Ankrd46              Ankrd46
## Slc22a181           Slc22a18
## Lsm4                    Lsm4
## Kit                      Kit
## Pomgnt11             Pomgnt1
## Trmt1121             Trmt112
## Pkig                    Pkig
## 1700007L15Rik  1700007L15Rik
## Lurap1                Lurap1
## Cyld                    Cyld
## Ulk2                    Ulk2
## Cnrip1                Cnrip1
## Dipk1a                Dipk1a
## 5730455P16Rik  5730455P16Rik
## Rsph91                 Rsph9
## Gm34939              Gm34939
## Abhd8                  Abhd8
## Wdfy4                  Wdfy4
## Gm15860              Gm15860
## Gm13375              Gm13375
## Cep83os              Cep83os
## AI837181            AI837181
## Sypl1                  Sypl1
## Lrp111                 Lrp11
## Naga1                   Naga
## Lpp1                     Lpp
## Cacna1h1             Cacna1h
## Hikeshi              Hikeshi
## Ipp                      Ipp
## Fkbp4                  Fkbp4
## Gm34220              Gm34220
## Timm17b              Timm17b
## Pdia5                  Pdia5
## Zfp560                Zfp560
## Ptgr21                 Ptgr2
## Arpc5l1               Arpc5l
## Gm51482              Gm51482
## Atp5mc1              Atp5mc1
## Tmtc1                  Tmtc1
## Cisd21                 Cisd2
## Ptprj                  Ptprj
## Rwdd2a                Rwdd2a
## Akr1a11               Akr1a1
## Tbc1d8b              Tbc1d8b
## Cep15                  Cep15
## Ndufs41               Ndufs4
## Yipf61                 Yipf6
## Snx5                    Snx5
## Adcy61                 Adcy6
## Mrpl40                Mrpl40
## Ppp1cc1               Ppp1cc
## A230070E04Rik  A230070E04Rik
## Trappc41             Trappc4
## Hadhb                  Hadhb
## Pgam11                 Pgam1
## 1700054M17Rik  1700054M17Rik
## Gm37548              Gm37548
## Sohlh2                Sohlh2
## Gm833                  Gm833
## Gm46906              Gm46906
## Gm46483              Gm46483
## Tcp10c                Tcp10c
## Ube2g2                Ube2g2
## Lad1                    Lad1
## Cdk41                   Cdk4
## Ip6k21                 Ip6k2
## Hmox21                 Hmox2
## Hax11                   Hax1
## Smim71                 Smim7
## Zbtb14                Zbtb14
## Saysd1                Saysd1
## Tstd1                  Tstd1
## Tex2611               Tex261
## Ube2d11               Ube2d1
## Stoml2                Stoml2
## Mitd11                 Mitd1
## Ccdc92b              Ccdc92b
## Dpcd                    Dpcd
## Hadh                    Hadh
## Lrrcc1                Lrrcc1
## Tgm5                    Tgm5
## Ftx                      Ftx
## 2310001H17Rik  2310001H17Rik
## Zfp82                  Zfp82
## Slc7a6                Slc7a6
## Areg                    Areg
## Slc26a2              Slc26a2
## Fam171a2            Fam171a2
## Tmsb15b1            Tmsb15b1
## Eif3m1                 Eif3m
## Akirin2              Akirin2
## Trmt10b              Trmt10b
## Chchd21               Chchd2
## Zdhhc12              Zdhhc12
## Dcps                    Dcps
## Kifap3                Kifap3
## Tdrd5                  Tdrd5
## 2310030G06Rik  2310030G06Rik
## Klhl36                Klhl36
## Ncoa7                  Ncoa7
## Nipsnap11           Nipsnap1
## Tmem132a            Tmem132a
## Keap11                 Keap1
## Supt20                Supt20
## Sdsl                    Sdsl
## Zfpm11                 Zfpm1
## Tsr11                   Tsr1
## Gm33682              Gm33682
## Arhgap32            Arhgap32
## Cers4                  Cers4
## Sac3d1                Sac3d1
## Chmp2a1               Chmp2a
## 1110004F10Rik1 1110004F10Rik
## Mia2                    Mia2
## Pafah1b11           Pafah1b1
## Plp2                    Plp2
## Med11                  Med11
## Dda11                   Dda1
## Diablo1               Diablo
## Sncg                    Sncg
## Poglut1              Poglut1
## Sec11c                Sec11c
## Muc20                  Muc20
## Prl6a1                Prl6a1
## Armc1                  Armc1
## Gm46650              Gm46650
## Cd46                    Cd46
## Tram1l1              Tram1l1
## Gpr158                Gpr158
## Mageh1                Mageh1
## Gucd1                  Gucd1
## Ophn1                  Ophn1
## Slc39a7              Slc39a7
## Ctf1                    Ctf1
## Dexi                    Dexi
## Zmpste241           Zmpste24
## Slc35d1              Slc35d1
## Tsix                    Tsix
## Pcgf2                  Pcgf2
## Klhdc10              Klhdc10
## Dock9                  Dock9
## Tspan3                Tspan3
## Stard101             Stard10
## Cldnd1                Cldnd1
## Ro601                   Ro60
## Pex3                    Pex3
## Cspg5                  Cspg5
## Eif3g1                 Eif3g
## Vapa1                   Vapa
## Cd274                  Cd274
## U2af1l41             U2af1l4
## Gm32385              Gm32385
## Ptpdc1                Ptpdc1
## Zcrb1                  Zcrb1
## Gkap1                  Gkap1
## Gtf2i1                 Gtf2i
## Arfgap1              Arfgap1
## Onecut21             Onecut2
## Selenoh              Selenoh
## Bag5                    Bag5
## Sumo21                 Sumo2
## Sgtb                    Sgtb
## Mrps331               Mrps33
## Pigg                    Pigg
## Tsen34                Tsen34
## E130311K13Rik  E130311K13Rik
## 2410002F23Rik  2410002F23Rik
## Dusp22                Dusp22
## Polr3d                Polr3d
## Rpl36al              Rpl36al
## Gm10033              Gm10033
## Smad2                  Smad2
## Gm35534              Gm35534
## Gm2137                Gm2137
## Fggy                    Fggy
## Sh3bgrl              Sh3bgrl
## Rp9                      Rp9
## Pdhb                    Pdhb
## Elp3                    Elp3
## Zfp617                Zfp617
## Isca2                  Isca2
## Gm320171             Gm32017
## Dpm1                    Dpm1
## Mrpl13                Mrpl13
## Tm9sf2                Tm9sf2
## Zc3h7b1               Zc3h7b
## Gsk3b1                 Gsk3b
## Gm36318              Gm36318
## Gm40543              Gm40543
## Atp5pd1               Atp5pd
## Nudt141               Nudt14
## Kdm1b                  Kdm1b
## Cibar11               Cibar1
## Lyset1                 Lyset
## Ankrd24              Ankrd24
## Psma11                 Psma1
## Brk11                   Brk1
## Ssr1                    Ssr1
## Mcf2l1                 Mcf2l
## Xpa                      Xpa
## Actl6b                Actl6b
## Med14                  Med14
## Ywhae1                 Ywhae
## Tial1                  Tial1
## Thoc2                  Thoc2
## Nol12                  Nol12
## Pmvk                    Pmvk
## Rfx7                    Rfx7
## Ndufa111             Ndufa11
## Asah11                 Asah1
## Prkx1                   Prkx
## Rab141                 Rab14
## Ubap1l                Ubap1l
## Gm45916              Gm45916
## Chkb                    Chkb
## Slc17a9              Slc17a9
## Fbxw9                  Fbxw9
## Abhd14b              Abhd14b
## Zfp52                  Zfp52
## Polr2m1               Polr2m
## Gm40150              Gm40150
## Slc39a11            Slc39a11
## Fads11                 Fads1
## Tlcd4                  Tlcd4
## Rab321                 Rab32
## Fbxo17                Fbxo17
## Chst11                Chst11
## Gm32849              Gm32849
## Cyren                  Cyren
## Bcl7a                  Bcl7a
## Gmds                    Gmds
## Ptprg1                 Ptprg
## Rbx11                   Rbx1
## Tlcd3a1               Tlcd3a
## Fam83d1               Fam83d
## Selenon              Selenon
## Nudt19                Nudt19
## Dnajc31               Dnajc3
## Ypel1                  Ypel1
## Tmem216              Tmem216
## Gpr75                  Gpr75
## Cd79b                  Cd79b
## Dnajc30              Dnajc30
## Gopc                    Gopc
## G630025P09Rik  G630025P09Rik
## Chchd7                Chchd7
## Rabggtb              Rabggtb
## Pcdhb4                Pcdhb4
## Itpripl2            Itpripl2
## Gm46617              Gm46617
## Cmc4                    Cmc4
## Palm                    Palm
## Zfp40                  Zfp40
## Acacb                  Acacb
## Golga71               Golga7
## Slc25a12            Slc25a12
## Mdc1                    Mdc1
## Pten1                   Pten
## Gdap21                 Gdap2
## Abhd17a              Abhd17a
## BC051226            BC051226
## Krt101                 Krt10
## Hook1                  Hook1
## Fbxl20                Fbxl20
## Cdh4                    Cdh4
## Mfsd4b1              Mfsd4b1
## Naa35                  Naa35
## Smim20                Smim20
## Abtb11                 Abtb1
## Tsc22d3              Tsc22d3
## Id31                     Id3
## 0610040B10Rik  0610040B10Rik
## 4930503L19Rik  4930503L19Rik
## Wbp41                   Wbp4
## Gys1                    Gys1
## Pelp1                  Pelp1
## Herc3                  Herc3
## Gm15816              Gm15816
## Zfp950                Zfp950
## Nfu11                   Nfu1
## Ift74                  Ift74
## Fcor                    Fcor
## Suz12                  Suz12
## H2bc271               H2bc27
## Msantd41             Msantd4
## Suv39h1              Suv39h1
## Dph3                    Dph3
## Anxa4                  Anxa4
## Kifbp                  Kifbp
## Ndufb71               Ndufb7
## AI480526            AI480526
## Tmem50a1             Tmem50a
## Cyp2j8                Cyp2j8
## Dguok                  Dguok
## Gm36220              Gm36220
## Ifih11                 Ifih1
## Polr2e1               Polr2e
## Hibch                  Hibch
## Spata24              Spata24
## Gm35611              Gm35611
## Ehd4                    Ehd4
## Nt5c1                   Nt5c
## Arhgap29            Arhgap29
## Cnn31                   Cnn3
## Znrf3                  Znrf3
## Ppp5c                  Ppp5c
## A930001C03Rik  A930001C03Rik
## Lgals1                Lgals1
## Lipa                    Lipa
## Aip1                     Aip
## Pdk1                    Pdk1
## Gm7932                Gm7932
## Acer1                  Acer1
## Pnkd1                   Pnkd
## A430005L14Rik  A430005L14Rik
## Uba21                   Uba2
## Thap111               Thap11
## Manba                  Manba
## D730005E14Rik  D730005E14Rik
## Cdk5rap3            Cdk5rap3
## AW1120101           AW112010
## Lsm5                    Lsm5
## Cfap52                Cfap52
## Gatd1                  Gatd1
## C630043F03Rik  C630043F03Rik
## Dnm1l                  Dnm1l
## Uggt2                  Uggt2
## Cnksr3                Cnksr3
## Bcl11b                Bcl11b
## Grb7                    Grb7
## Elk3                    Elk3
## Fkbp11                Fkbp11
## Shroom1              Shroom1
## Ttc32                  Ttc32
## Zfp593                Zfp593
## Hcn3                    Hcn3
## 2210406O10Rik  2210406O10Rik
## Sft2d1                Sft2d1
## Chid11                 Chid1
## Mrpl35                Mrpl35
## Tmem250              Tmem250
## Wwp1                    Wwp1
## Armcx3                Armcx3
## Fgfbp3                Fgfbp3
## Tnrc6b                Tnrc6b
## Commd3                Commd3
## Calhm21               Calhm2
## Zdhhc8                Zdhhc8
## Polr2f1               Polr2f
## Fam120c              Fam120c
## Cops7a                Cops7a
## Mfsd9                  Mfsd9
## Hilpda                Hilpda
## Bccip                  Bccip
## Tmem141              Tmem141
## Gm57587              Gm57587
## Zfp637                Zfp637
## Zfp551                Zfp551
## Zmynd19              Zmynd19
## Hipk3                  Hipk3
## Krcc11                 Krcc1
## A830021M18Rik  A830021M18Rik
## Septin8              Septin8
## Wrn                      Wrn
## Smarcb11             Smarcb1
## Tsen15                Tsen15
## Vps4b1                 Vps4b
## Aldh7a11             Aldh7a1
## Snhg10                Snhg10
## Gm40656              Gm40656
## Tm9sf41               Tm9sf4
## Slc25a17            Slc25a17
## Arhgef281           Arhgef28
## Pdcd101               Pdcd10
## Unc13a1               Unc13a
## Katnbl1              Katnbl1
## Fkbp14                Fkbp14
## Rwdd1                  Rwdd1
## Dcakd                  Dcakd
## Postn                  Postn
## Brdt                    Brdt
## Nrbp2                  Nrbp2
## Pdrg1                  Pdrg1
## Rps6ka2              Rps6ka2
## Mppe1                  Mppe1
## Ifngr11               Ifngr1
## Gatad2b              Gatad2b
## Tmem135              Tmem135
## Dnah7b                Dnah7b
## Pds5b                  Pds5b
## Cep170b1             Cep170b
## Prr15l                Prr15l
## Prpf6                  Prpf6
## Stat5a                Stat5a
## Pam1                     Pam
## Scand11               Scand1
## Gm57735              Gm57735
## Slc16a6              Slc16a6
## 5430405H02Rik  5430405H02Rik
## Gemin71               Gemin7
## Thoc7                  Thoc7
## Iah1                    Iah1
## Srgap2                Srgap2
## Tacc1                  Tacc1
## Pde6d1                 Pde6d
## Septin71             Septin7
## Gm30789              Gm30789
## Sema4d                Sema4d
## Tsn1                     Tsn
## Nudt11                Nudt11
## Celf31                 Celf3
## Gm51920              Gm51920
## Slc41a1              Slc41a1
## Eea1                    Eea1
## Elp21                   Elp2
## 1700048O20Rik  1700048O20Rik
## Ift52                  Ift52
## Sod2                    Sod2
## Usp53                  Usp53
## Sh3glb11             Sh3glb1
## Gm53687              Gm53687
## Cep112it            Cep112it
## Frs3                    Frs3
## Ggnbp2os            Ggnbp2os
## Eml1                    Eml1
## Pink1                  Pink1
## 4930517O19Rik  4930517O19Rik
## Cap11                   Cap1
## Ciao2a1               Ciao2a
## Tada3                  Tada3
## Tmem60                Tmem60
## Skic3                  Skic3
## Paupar                Paupar
## Siah1a                Siah1a
## Tmx3                    Tmx3
## Galnt11              Galnt11
## Brix1                  Brix1
## Cops5                  Cops5
## Rab431                 Rab43
## Angel1                Angel1
## Sdc1                    Sdc1
## Gm11963              Gm11963
## Ankrd2                Ankrd2
## Cox6c1                 Cox6c
## Map3k12              Map3k12
## Terf1                  Terf1
## 1810019D21Rik  1810019D21Rik
## Mkrn11                 Mkrn1
## Bola11                 Bola1
## Snx24                  Snx24
## Golga3                Golga3
## Nup88                  Nup88
## Ripor1                Ripor1
## Golt1a                Golt1a
## Babam21               Babam2
## Trafd1                Trafd1
## Notch1                Notch1
## Dancr                  Dancr
## Ddx50                  Ddx50
## Slain1                Slain1
## Emc6                    Emc6
## Cct21                   Cct2
## 2610029K11Rik  2610029K11Rik
## Comt                    Comt
## Ube2j1                Ube2j1
## Faf21                   Faf2
## Pafah1b21           Pafah1b2
## Picalm                Picalm
## Tmem260              Tmem260
## Hnrnpr                Hnrnpr
## Zfp3261               Zfp326
## Rsl1d11               Rsl1d1
## Gm49870              Gm49870
## Zfp949                Zfp949
## Cd59b1                 Cd59b
## Fh1                      Fh1
## Ddx11                   Ddx1
## Gm53710              Gm53710
## Tmem87b              Tmem87b
## Sertad3              Sertad3
## Pigf                    Pigf
## Gga2                    Gga2
## Kctd201               Kctd20
## Mdp1                    Mdp1
## Ildr1                  Ildr1
## Tomm70a1             Tomm70a
## Nsfl1c1               Nsfl1c
## Adgb                    Adgb
## Dtx3                    Dtx3
## Cfap68                Cfap68
## 4930579K19Rik  4930579K19Rik
## Usp48                  Usp48
## Mrps211               Mrps21
## Gm17202              Gm17202
## Cfl2                    Cfl2
## Enc1                    Enc1
## Mrps26                Mrps26
## Gm17576              Gm17576
## Gm36620              Gm36620
## Usf1                    Usf1
## Sae1                    Sae1
## Wdr77                  Wdr77
## Mrpl14                Mrpl14
## Rtn41                   Rtn4
## Add3                    Add3
## Mov10                  Mov10
## Vegfd                  Vegfd
## Plod3                  Plod3
## Adgrb3                Adgrb3
## Oprl1                  Oprl1
## Gm46119              Gm46119
## Crhbp                  Crhbp
## Gm53575              Gm53575
## Gm53488              Gm53488
## Usp13                  Usp13
## Gm16499              Gm16499
## Ccdc179              Ccdc179
## 9130015A21Rik  9130015A21Rik
## Gm34766              Gm34766
## Adamts10            Adamts10
## Cyp2c37              Cyp2c37
## Tlr8                    Tlr8
## Slc25a47            Slc25a47
## Uevld                  Uevld
## B9d2                    B9d2
## Stx1a1                 Stx1a
## Extl3                  Extl3
## Bbln1                   Bbln
## Psmb41                 Psmb4
## 2810408B13Rik  2810408B13Rik
## Spryd3                Spryd3
## Ppp2r5a              Ppp2r5a
## BC005624            BC005624
## Enpp1                  Enpp1
## Bbip1                  Bbip1
## Gm39874              Gm39874
## Arf5                    Arf5
## Trim34a              Trim34a
## Trmt12                Trmt12
## Gm19531              Gm19531
## Mkrn2                  Mkrn2
## Camk2g                Camk2g
## Osgep1                 Osgep
## Acp21                   Acp2
## Actr8                  Actr8
## Gm35685              Gm35685
## Rnf411                 Rnf41
## Pals2                  Pals2
## Phtf2                  Phtf2
## Cdkn2aipnl        Cdkn2aipnl
## Uqcrb1                 Uqcrb
## Ccdc1481             Ccdc148
## Mid1                    Mid1
## Znhit3                Znhit3
## Fam210b              Fam210b
## Nipa1                  Nipa1
## Speer4c1            Speer4c1
## Gorasp1              Gorasp1
## Ergic11               Ergic1
## Ube2q2                Ube2q2
## E2f5                    E2f5
## Tmem2231             Tmem223
## Kptn                    Kptn
## Rtn21                   Rtn2
## Phlda2                Phlda2
## Smpd1                  Smpd1
## Ficd                    Ficd
## Capns11               Capns1
## Prrx21                 Prrx2
## Inpp5e                Inpp5e
## Dpp81                   Dpp8
## Slc35b21             Slc35b2
## Zbtb33                Zbtb33
## Slc16a12            Slc16a12
## Anxa7                  Anxa7
## Prmt21                 Prmt2
## Ube2r21               Ube2r2
## Ecscr                  Ecscr
## Tsr31                   Tsr3
## Olah                    Olah
## C1ql4                  C1ql4
## Gm4265                Gm4265
## Insc                    Insc
## Hpcal4                Hpcal4
## Gm31889              Gm31889
## LOC118568708    LOC118568708
## Nifk                    Nifk
## Pigk                    Pigk
## Ercc5                  Ercc5
## Tmem1601             Tmem160
## Mark3                  Mark3
## Ice1                    Ice1
## Fank1                  Fank1
## Ssu721                 Ssu72
## Nit1                    Nit1
## Acap21                 Acap2
## Gm44148              Gm44148
## Parl                    Parl
## Armh4                  Armh4
## Oxld1                  Oxld1
## Rad1                    Rad1
## Atp6v0b1             Atp6v0b
## Bbc3                    Bbc3
## Tle51                   Tle5
## Gm53915              Gm53915
## Cnep1r11             Cnep1r1
## Morf4l1b1           Morf4l1b
## Maip1                  Maip1
## Dok41                   Dok4
## 2510022D24Rik1 2510022D24Rik
## Dync1li2            Dync1li2
## Gm57842              Gm57842
## P4ha11                 P4ha1
## 5033403F01Rik  5033403F01Rik
## Cfap144              Cfap144
## Mettl1                Mettl1
## Bmf                      Bmf
## Ncbp21                 Ncbp2
## Susd6                  Susd6
## Exosc41               Exosc4
## Gm26559              Gm26559
## Bcl6                    Bcl6
## Gm36416              Gm36416
## Dip2c                  Dip2c
## Ace31                   Ace3
## Ccdc591               Ccdc59
## Atrnl11               Atrnl1
## Gca                      Gca
## Gm53314              Gm53314
## Mllt6                  Mllt6
## Gm11655              Gm11655
## 1810044D09Rik  1810044D09Rik
## Ppp1r3c              Ppp1r3c
## Mterf4                Mterf4
## Cd200l11             Cd200l1
## Atg5                    Atg5
## Mrpl50                Mrpl50
## Evi5                    Evi5
## Tmem131l            Tmem131l
## Coro7                  Coro7
## Nsa2                    Nsa2
## Sall4                  Sall4
## Rnf61                   Rnf6
## Vasp1                   Vasp
## Usp37                  Usp37
## Rnf1411               Rnf141
## Particl              Particl
## Mllt111               Mllt11
## Heatr5b              Heatr5b
## Bet1                    Bet1
## Ints11                Ints11
## Stx6                    Stx6
## Ube2n1                 Ube2n
## Traf5                  Traf5
## Tmem86b1             Tmem86b
## Zc3h14                Zc3h14
## Lrrc24                Lrrc24
## Nab1                    Nab1
## 4632428C04Rik  4632428C04Rik
## Gm30084              Gm30084
## Zfp821                Zfp821
## Egln11                 Egln1
## Ccdc88c              Ccdc88c
## Noa1                    Noa1
## Pycr3                  Pycr3
## 1110019D14Rik  1110019D14Rik
## Dcaf6                  Dcaf6
## Got2                    Got2
## Grn1                     Grn
## Zfp955b              Zfp955b
## Bbs5                    Bbs5
## Rtf2                    Rtf2
## Zcchc171             Zcchc17
## R3hdm41               R3hdm4
## Arfip11               Arfip1
## Ints10                Ints10
## Lgmn                    Lgmn
## 1110059G10Rik  1110059G10Rik
## Ssr31                   Ssr3
## Zc2hc1a              Zc2hc1a
## Dtwd1                  Dtwd1
## Dgcr2                  Dgcr2
## Zbtb16                Zbtb16
## Gm26588              Gm26588
## Zbtb41                Zbtb41
## Col8a1                Col8a1
## Mfap31                 Mfap3
## Triqk1                 Triqk
## Slc49a4              Slc49a4
## Atp2c11               Atp2c1
## Lman2l                Lman2l
## Cbln31                 Cbln3
## Cog5                    Cog5
## Uba7                    Uba7
## Mindy11               Mindy1
## Gm30871              Gm30871
## Vamp81                 Vamp8
## Polr1h1               Polr1h
## Zkscan8              Zkscan8
## Lama5                  Lama5
## Cpt1c                  Cpt1c
## Fuom                    Fuom
## Grsf11                 Grsf1
## Jmjd8                  Jmjd8
## 1110038F14Rik  1110038F14Rik
## Ufl1                    Ufl1
## Ttc1                    Ttc1
## Kdm7a1                 Kdm7a
## Tmem231              Tmem231
## Mnat1                  Mnat1
## Tmem167              Tmem167
## Wbp21                   Wbp2
## Acot13                Acot13
## Coprs1                 Coprs
## Tor2a                  Tor2a
## Ipo4                    Ipo4
## Gpn3                    Gpn3
## Vkorc1l11           Vkorc1l1
## Gm36180              Gm36180
## Gm53213              Gm53213
## Tmem175              Tmem175
## Mapk1ip1            Mapk1ip1
## Gm36026              Gm36026
## Nln                      Nln
## Gm458711             Gm45871
## Psmd31                 Psmd3
## Gm46915              Gm46915
## Ambp1                   Ambp
## Khdrbs3              Khdrbs3
## Tcea2                  Tcea2
## Nectin4              Nectin4
## Cdc371                 Cdc37
## Pycr1                  Pycr1
## Ift88                  Ift88
## Zfyve27              Zfyve27
## 0610009E02Rik  0610009E02Rik
## Impa11                 Impa1
## Urod                    Urod
## Jade31                 Jade3
## Coa6                    Coa6
## Ptk71                   Ptk7
## Kcnd1                  Kcnd1
## Abhd17b              Abhd17b
## Mid1ip11             Mid1ip1
## Mesd                    Mesd
## Zfp51                  Zfp51
## Edc3                    Edc3
## A430046D13Rik  A430046D13Rik
## Ptcra                  Ptcra
## Slc25a13             Slc25a1
## Usp19                  Usp19
## Gnl3l1                 Gnl3l
## Gm5113                Gm5113
## Dusp7                  Dusp7
## Hspa51                 Hspa5
## Ttc22                  Ttc22
## Mterf2                Mterf2
## Itga3                  Itga3
## Ubxn10                Ubxn10
## 2310057M21Rik  2310057M21Rik
## Ube2w1                 Ube2w
## Cnpy4                  Cnpy4
## Gm17753              Gm17753
## Ccdc171              Ccdc171
## Wdr47                  Wdr47
## Tasp1                  Tasp1
## B330016D10Rik  B330016D10Rik
## Nova2                  Nova2
## Cryzl1                Cryzl1
## Gm31356              Gm31356
## Mgat4b                Mgat4b
## Pfdn41                 Pfdn4
## Mrpl551               Mrpl55
## Ric8a                  Ric8a
## H2aj1                   H2aj
## Gar1                    Gar1
## Eif4ebp1            Eif4ebp1
## Trim13                Trim13
## G3bp21                 G3bp2
## Chst15                Chst15
## Ccdc90b              Ccdc90b
## Cyp20a11             Cyp20a1
## Lpcat1                Lpcat1
## Cdr2                    Cdr2
## Ykt61                   Ykt6
## Afap1                  Afap1
## Mpg                      Mpg
## Mettl25              Mettl25
## Sdr39u1              Sdr39u1
## Ndufb8                Ndufb8
## Zfp523                Zfp523
## Rnf21                   Rnf2
## Dr11                     Dr1
## Tdrd3                  Tdrd3
## Apoa2                  Apoa2
## Gm32164              Gm32164
## Gm35574              Gm35574
## Atxn3                  Atxn3
## Mrps28                Mrps28
## Ppp3cc                Ppp3cc
## Prkch                  Prkch
## Akr1b10              Akr1b10
## Cuedc21               Cuedc2
## Alad                    Alad
## Ddx421                 Ddx42
## Tmx21                   Tmx2
## Gm9902                Gm9902
## Cers51                 Cers5
## Zfp788                Zfp788
## Dnajb3                Dnajb3
## Pip4k2b              Pip4k2b
## Cstad                  Cstad
## Med10                  Med10
## Txlna                  Txlna
## Cbx8                    Cbx8
## Rhbdl1                Rhbdl1
## Snhg12                Snhg12
## Gtf3c61               Gtf3c6
## Map4k4                Map4k4
## Hpn                      Hpn
## Mrpl111               Mrpl11
## Lsm7                    Lsm7
## Akap111               Akap11
## Glod41                 Glod4
## Stt3a1                 Stt3a
## Kantr                  Kantr
## Stox2                  Stox2
## Gjb11                   Gjb1
## Dph7                    Dph7
## Cbarp                  Cbarp
## Slc38a10            Slc38a10
## Rit1                    Rit1
## Rubcn                  Rubcn
## Skic81                 Skic8
## Arf11                   Arf1
## Rab5b1                 Rab5b
## Rbm101                 Rbm10
## Zfp280c              Zfp280c
## Tor1a                  Tor1a
## Eif4a11               Eif4a1
## Fam131c              Fam131c
## Hopxos                Hopxos
## Magohb                Magohb
## Pla2g12b            Pla2g12b
## Gramd4                Gramd4
## Tent5a                Tent5a
## Slc35a1              Slc35a1
## Brip1os              Brip1os
## Gpc4                    Gpc4
## Sec23b                Sec23b
## Nutf21                 Nutf2
## Snrpb21               Snrpb2
## Bckdk                  Bckdk
## Tusc2                  Tusc2
## Cep120                Cep120
## Psmg1                  Psmg1
## Snx31                   Snx3
## Smurf1                Smurf1
## Tgs1                    Tgs1
## Gm42250              Gm42250
## Ube2l31               Ube2l3
## Cyb5d1                Cyb5d1
## Dhdds                  Dhdds
## Mob3a                  Mob3a
## Xpo7                    Xpo7
## Rgp1                    Rgp1
## Bub31                   Bub3
## Maneal                Maneal
## B230219D22Rik1 B230219D22Rik
## Ppil21                 Ppil2
## Pou3f4                Pou3f4
## Ankrd39              Ankrd39
## Srd5a3                Srd5a3
## Gm32031              Gm32031
## Pnpla6                Pnpla6
## Atpsckmt            Atpsckmt
## Tmem109              Tmem109
## Ddx31                  Ddx31
## Mettl4                Mettl4
## Cyb5611               Cyb561
## Exosc5                Exosc5
## Mbd4                    Mbd4
## 1700040D17Rik  1700040D17Rik
## A930041C12Rik  A930041C12Rik
## Fez1                    Fez1
## Uprt1                   Uprt
## Pcif11                 Pcif1
## Capza21               Capza2
## Ufd1                    Ufd1
## Scoc1                   Scoc
## Gm29415              Gm29415
## Tead41                 Tead4
## Hsd17b8              Hsd17b8
## Pam161                 Pam16
## Pgm3                    Pgm3
## Gm54265              Gm54265
## Ier3ip11             Ier3ip1
## Gm39469              Gm39469
## Ptch1                  Ptch1
## Lhpp                    Lhpp
## Pip4p1                Pip4p1
## Anapc4                Anapc4
## Rnf13                  Rnf13
## Gemin2                Gemin2
## Chpf2                  Chpf2
## Gm38872              Gm38872
## Ccnq                    Ccnq
## Arap1                  Arap1
## Jakmip11             Jakmip1
## Npr11                   Npr1
## Dcaf71                 Dcaf7
## Cradd                  Cradd
## Srrm3                  Srrm3
## 4933434E20Rik  4933434E20Rik
## Yif1a1                 Yif1a
## Cfap119              Cfap119
## Dnal4                  Dnal4
## Fbxo8                  Fbxo8
## Rala1                   Rala
## Tpcn1                  Tpcn1
## Gm53613              Gm53613
## 4933421O10Rik  4933421O10Rik
## Phka2                  Phka2
## Ccm2                    Ccm2
## Srprb                  Srprb
## Sf3b31                 Sf3b3
## Cdk5                    Cdk5
## Glis2                  Glis2
## Gins4                  Gins4
## Gpam                    Gpam
## Dnajc17              Dnajc17
## Card6                  Card6
## Malsu1                Malsu1
## Mrto4                  Mrto4
## Tmed91                 Tmed9
## Zfp513                Zfp513
## Nat8f1                Nat8f1
## Psmb71                 Psmb7
## Msl11                   Msl1
## Yaf2                    Yaf2
## Eif3e                  Eif3e
## Senp8                  Senp8
## Gm348021             Gm34802
## Ralb                    Ralb
## Zbtb42                 Zbtb4
## Gm32483              Gm32483
## Twsg1                  Twsg1
## D630003M21Rik  D630003M21Rik
## Foxk2                  Foxk2
## Pipox                  Pipox
## Dennd5a              Dennd5a
## Zfp146                Zfp146
## Ndfip11               Ndfip1
## Dnaaf10              Dnaaf10
## Gm156581             Gm15658
## B4galt31             B4galt3
## Rpap3                  Rpap3
## Abcc6                  Abcc6
## Nmb1                     Nmb
## Acbd31                 Acbd3
## Rab19                  Rab19
## Entrep3              Entrep3
## Cnp                      Cnp
## 1700102J08Rik  1700102J08Rik
## AI987944            AI987944
## Fpgs                    Fpgs
## Uri1                    Uri1
## Gm26205              Gm26205
## Fyttd11               Fyttd1
## Rcor3                  Rcor3
## Gm32655              Gm32655
## Denr1                   Denr
## Mta3                    Mta3
## Dpm21                   Dpm2
## Cdk8                    Cdk8
## 4732491K20Rik  4732491K20Rik
## Gm49958              Gm49958
## 5930430L01Rik  5930430L01Rik
## Gm57826              Gm57826
## Bcap311               Bcap31
## Sfrp5                  Sfrp5
## Mogs                    Mogs
## Mboat2                Mboat2
## Cfap97                Cfap97
## Tmem11                Tmem11
## B3galnt2            B3galnt2
## Tor4a                  Tor4a
## Mplkip                Mplkip
## Fbxo32                Fbxo32
## Kctd6                  Kctd6
## Cep164                Cep164
## Wdr11                  Wdr11
## Yipf51                 Yipf5
## Clk3                    Clk3
## Ahi11                   Ahi1
## Zfp729b              Zfp729b
## Zfp977                Zfp977
## Rtbdn                  Rtbdn
## Rps6kl1              Rps6kl1
## Cyp2c67              Cyp2c67
## Oaz21                   Oaz2
## Borcs81               Borcs8
## Capn7                  Capn7
## Zbtb8b                Zbtb8b
## Rybp1                   Rybp
## Gm12216              Gm12216
## Mbtps1                Mbtps1
## Stag2                  Stag2
## Ppm1n                  Ppm1n
## Mon1b                  Mon1b
## Srek1ip1            Srek1ip1
## Dnajc221             Dnajc22
## Ppt2                    Ppt2
## Cdv3                    Cdv3
## Mrm2                    Mrm2
## Cacng4                Cacng4
## Mrpl32                Mrpl32
## Il18bp                Il18bp
## 4921531C22Rik  4921531C22Rik
## Fam219b              Fam219b
## Josd21                 Josd2
## Dhx58                  Dhx58
## Eif2b3                Eif2b3
## C2cd4c1               C2cd4c
## Tbc1d15              Tbc1d15
## Psmd10                Psmd10
## Timm9                  Timm9
## Tbck                    Tbck
## Dynlt1a              Dynlt1a
## Elp4                    Elp4
## Sacm1l1               Sacm1l
## 9530082P21Rik  9530082P21Rik
## Ranbp91               Ranbp9
## Zmat1                  Zmat1
## Ap1m21                 Ap1m2
## Cope                    Cope
## Clstn3                Clstn3
## Lrrc201               Lrrc20
## Ofd1                    Ofd1
## 2810029C07Rik  2810029C07Rik
## 2610306M01Rik1 2610306M01Rik
## Cdc16                  Cdc16
## Lrif1                  Lrif1
## Tapbp1                 Tapbp
## Crem                    Crem
## Hipk1                  Hipk1
## Gng7                    Gng7
## Pnkp1                   Pnkp
## Gm54251              Gm54251
## Gm32633              Gm32633
## Ntm                      Ntm
## Hebp2                  Hebp2
## Tbc1d23              Tbc1d23
## Spag8                  Spag8
## 1110028F18Rik  1110028F18Rik
## Crb31                   Crb3
## Tbl1x1                 Tbl1x
## Aldh5a1              Aldh5a1
## Prima11               Prima1
## Gm12996              Gm12996
## Cstb1                   Cstb
## Zfp1481               Zfp148
## Kctd7                  Kctd7
## Cltb1                   Cltb
## Lamtor31             Lamtor3
## Glmp1                   Glmp
## Cct6a1                 Cct6a
## Slc39a3              Slc39a3
## Gm14703              Gm14703
## 9530062K07Rik  9530062K07Rik
## Actr31                 Actr3
## Gm30842              Gm30842
## Acvr1                  Acvr1
## Arl8a1                 Arl8a
## Adcy91                 Adcy9
## Klhl281               Klhl28
## Zfp995                Zfp995
## Sf3b61                 Sf3b6
## Sumo31                 Sumo3
## Trim21                Trim21
## Cmc2                    Cmc2
## Scaper                Scaper
## Leprot1               Leprot
## 1110006O24Rik  1110006O24Rik
## Gm39526              Gm39526
## Anapc7                Anapc7
## Plppr21               Plppr2
## Prox1os              Prox1os
## Zfp217                Zfp217
## Jrk                      Jrk
## Snapin                Snapin
## Oas2                    Oas2
## Ndufa61               Ndufa6
## Ebag9                  Ebag9
## Rtkn                    Rtkn
## Trappc13            Trappc13
## Apoo                    Apoo
## Caap1                  Caap1
## Sdk1                    Sdk1
## Arxes2                Arxes2
## Pcyox11               Pcyox1
## Sele                    Sele
## Gm5149                Gm5149
## Cntfr                  Cntfr
## Frmpd1                Frmpd1
## Gm35855              Gm35855
## Dtx1                    Dtx1
## Gm53330              Gm53330
## Gm36210              Gm36210
## Nat1                    Nat1
## Gm27188              Gm27188
## Gm10635              Gm10635
## Rmst                    Rmst
## Kcnip1                Kcnip1
## Rnf182                Rnf182
## Gm34758              Gm34758
## Gm41317              Gm41317
## Gm53956              Gm53956
## Gm53989              Gm53989
## Gm47898              Gm47898
## Entpd1                Entpd1
## Gm32028              Gm32028
## Il1rapl2            Il1rapl2
## Gm15247              Gm15247
## Rbm7                    Rbm7
## Clec11a              Clec11a
## Cep41                  Cep41
## Sumo11                 Sumo1
## Fbxo7                  Fbxo7
## Zfp61                  Zfp61
## Tmem2191             Tmem219
## Rab17                  Rab17
## Emc2                    Emc2
## Agap2                  Agap2
## Stx2                    Stx2
## Zfp72                  Zfp72
## Shroom2              Shroom2
## Gm32440              Gm32440
## Socs6                  Socs6
## Usp101                 Usp10
## Unc501                 Unc50
## Vcf2                    Vcf2
## Sh3bp41               Sh3bp4
## Acot6                  Acot6
## Zfp791                Zfp791
## Kdf1                    Kdf1
## Ubxn7                  Ubxn7
## Zfp189                Zfp189
## 5031425F14Rik  5031425F14Rik
## Ermard                Ermard
## Acad8                  Acad8
## Gpatch111           Gpatch11
## Zkscan11             Zkscan1
## Gm154111             Gm15411
## Insig2                Insig2
## Prkra                  Prkra
## Slain2                Slain2
## Tgm7                    Tgm7
## Khdrbs2              Khdrbs2
## Gm38985              Gm38985
## Apoh                    Apoh
## Gm10447              Gm10447
## Tspan33              Tspan33
## Eprs1                  Eprs1
## 4930447K03Rik  4930447K03Rik
## Cyp1b1                Cyp1b1
## D6Ertd527e        D6Ertd527e
## Nwd1                    Nwd1
## Gm52101              Gm52101
## 4833422M21Rik  4833422M21Rik
## Gm36587              Gm36587
## Ocln1                   Ocln
## Snhg17                Snhg17
## Pard6a                Pard6a
## Tmt1a                  Tmt1a
## Car11                  Car11
## Zfp13                  Zfp13
## AU022252            AU022252
## Rec8                    Rec8
## Msh2                    Msh2
## Mllt3                  Mllt3
## Ptk2b                  Ptk2b
## Zfp429                Zfp429
## Polr1g                Polr1g
## Snu13                  Snu13
## Slc22a5              Slc22a5
## Eif2ak2              Eif2ak2
## Eif2s11               Eif2s1
## Prr12                  Prr12
## Ap3m1                  Ap3m1
## Atp6v1e11           Atp6v1e1
## Hpcal11               Hpcal1
## Gm3740                Gm3740
## Zmym3                  Zmym3
## Pdgfrl                Pdgfrl
## Gm52313              Gm52313
## Arsa                    Arsa
## Pierce2              Pierce2
## Btbd6                  Btbd6
## Hdac3                  Hdac3
## Coasy                  Coasy
## Fbxo281               Fbxo28
## Ext2                    Ext2
## Gm14399              Gm14399
## Gm17224              Gm17224
## Pigx                    Pigx
## Tox41                   Tox4
## Kpna3                  Kpna3
## Bod1                    Bod1
## Znrf1                  Znrf1
## Tmem50b1             Tmem50b
## Phf20                  Phf20
## Maea1                   Maea
## Dusp31                 Dusp3
## Rgn                      Rgn
## Gpr52                  Gpr52
## Gspt2                  Gspt2
## Eid2b                  Eid2b
## Ahsa1                  Ahsa1
## Zfp414                Zfp414
## Smim18                Smim18
## Amer1                  Amer1
## Gm31775              Gm31775
## Smim12                Smim12
## Rinl                    Rinl
## Rps19bp11           Rps19bp1
## Gm42027              Gm42027
## Zfp605                Zfp605
## Ift81                  Ift81
## Uqcc4                  Uqcc4
## Gm53355              Gm53355
## Creld1                Creld1
## Nalcn                  Nalcn
## Copb11                 Copb1
## Rfesd                  Rfesd
## Zxdb                    Zxdb
## Slc12a1              Slc12a1
## Iqcb1                  Iqcb1
## Cyp4f13              Cyp4f13
## D930003E18Rik  D930003E18Rik
## 4930405A21Rik  4930405A21Rik
## Vnn3                    Vnn3
## Phactr3              Phactr3
## Ldlr                    Ldlr
## D330022H12Rik  D330022H12Rik
## Tmc3                    Tmc3
## Unc93b1              Unc93b1
## Cstpp1                Cstpp1
## 2210016L21Rik1 2210016L21Rik
## Mrpl44                Mrpl44
## Gm31645              Gm31645
## Elp51                   Elp5
## Fra10ac1            Fra10ac1
## Pdap11                 Pdap1
## Zfp369                Zfp369
## C230037L18Rik  C230037L18Rik
## Nt5c2                  Nt5c2
## Synj2                  Synj2
## Degs21                 Degs2
## Zfp1008              Zfp1008
## Zfp799                Zfp799
## Xrcc51                 Xrcc5
## Ube2a1                 Ube2a
## LTO1                    LTO1
## Tmed1                  Tmed1
## Haus21                 Haus2
## Srsf6                  Srsf6
## Gm30760              Gm30760
## 4930526I15Rik  4930526I15Rik
## Gm39157              Gm39157
## Cbr4                    Cbr4
## Igsf9b                Igsf9b
## Rpl10                  Rpl10
## Clrn31                 Clrn3
## Mapk9                  Mapk9
## Bpnt21                 Bpnt2
## Prpf38a1             Prpf38a
## Sik2                    Sik2
## Smim131               Smim13
## Tctn2                  Tctn2
## Nkapl                  Nkapl
## Qpctl                  Qpctl
## Ptprm                  Ptprm
## Terb1                  Terb1
## Gm36446              Gm36446
## Cfap298              Cfap298
## Maf1                    Maf1
## Chac2                  Chac2
## Nfkbil1              Nfkbil1
## Tmem125              Tmem125
## Mmp16                  Mmp16
## Gm30603              Gm30603
## Snx12                  Snx12
## Gm37053              Gm37053
## Surf2                  Surf2
## Trit1                  Trit1
## Gadd45gip11       Gadd45gip1
## Cpped1                Cpped1
## Pmpcb                  Pmpcb
## Gm54216              Gm54216
## Myo1e1                 Myo1e
## Uqcc6                  Uqcc6
## Ppp6c1                 Ppp6c
## Gm34828              Gm34828
## Tbc1d7                Tbc1d7
## Gm46721              Gm46721
## Rad9b                  Rad9b
## Lamtor11             Lamtor1
## Ly96                    Ly96
## Nkiras1              Nkiras1
## Cog7                    Cog7
## Mlkl                    Mlkl
## Bcdin3d              Bcdin3d
## Pot1a                  Pot1a
## Smarcd11             Smarcd1
## Txnrd2                Txnrd2
## Vamp71                 Vamp7
## Blmh                    Blmh
## Sh3bgrl2            Sh3bgrl2
## Gm38944              Gm38944
## Pxn1                     Pxn
## Rce11                   Rce1
## Magee1                Magee1
## Wdr13                  Wdr13
## Klhl42                Klhl42
## 2210416O15Rik  2210416O15Rik
## Gm1976                Gm1976
## C130013N14Rik  C130013N14Rik
## Cox15                  Cox15
## Polm                    Polm
## Tmem170              Tmem170
## Sesn3                  Sesn3
## Hexd                    Hexd
## Gm13657              Gm13657
## Rap2a                  Rap2a
## Zfp2601               Zfp260
## Ddx60                  Ddx60
## Gm53283              Gm53283
## Actr6                  Actr6
## Carnmt11             Carnmt1
## Apmap1                 Apmap
## Mta1                    Mta1
## Fbxo25                Fbxo25
## Krba1                  Krba1
## Ift122                Ift122
## Mmp23                  Mmp23
## Gm42149              Gm42149
## Trappc11            Trappc11
## Thumpd2              Thumpd2
## Lrrc27                Lrrc27
## Dnajb111             Dnajb11
## Zmym1                  Zmym1
## Pik3c2g              Pik3c2g
## Snhg3                  Snhg3
## Trim37                Trim37
## Ogg1                    Ogg1
## Ndufs31               Ndufs3
## Cdo1                    Cdo1
## Ppp1r15a            Ppp1r15a
## P2ry61                 P2ry6
## Gabarap1             Gabarap
## Gm51556              Gm51556
## Zfp810                Zfp810
## Usp11                  Usp11
## 9130604C24Rik  9130604C24Rik
## Mknk2                  Mknk2
## Gm31793              Gm31793
## Cnot9                  Cnot9
## Gdi21                   Gdi2
## Shc41                   Shc4
## Tymp                    Tymp
## Hace1                  Hace1
## Hspa2                  Hspa2
## Mknk1                  Mknk1
## Psmb61                 Psmb6
## Ppip5k21             Ppip5k2
## Brms1                  Brms1
## Dclre1b              Dclre1b
## Zscan21              Zscan21
## Uhmk11                 Uhmk1
## Nif3l1                Nif3l1
## Bmp6                    Bmp6
## Prss36                Prss36
## Ddah1                  Ddah1
## Zfp775                Zfp775
## Bmt2                    Bmt2
## Cbl                      Cbl
## Lmf1                    Lmf1
## Coq6                    Coq6
## Cdc731                 Cdc73
## Bax1                     Bax
## Ankrd28              Ankrd28
## Stau2                  Stau2
## Zfp119a              Zfp119a
## Nphp3                  Nphp3
## Slc33a11             Slc33a1
## Prrc2b1               Prrc2b
## Dph5                    Dph5
## Etaa1os              Etaa1os
## Lrp8os2              Lrp8os2
## Sin3b1                 Sin3b
## Stip11                 Stip1
## Ric8b                  Ric8b
## Snhg6                  Snhg6
## Zfp661                Zfp661
## Snd1                    Snd1
## 1110020A21Rik  1110020A21Rik
## Stambp                Stambp
## Plekha4              Plekha4
## Krt23                  Krt23
## Gm5431                Gm5431
## Umps1                   Umps
## Dlc1                    Dlc1
## Actr3b                Actr3b
## Zbtb1                  Zbtb1
## Gm46410              Gm46410
## Mrpl211               Mrpl21
## Psma61                 Psma6
## Slc2a3                Slc2a3
## Sspn                    Sspn
## Pfdn61                 Pfdn6
## Gm33447              Gm33447
## Ly6f                    Ly6f
## Cmpk2                  Cmpk2
## Gm33130              Gm33130
## Crls11                 Crls1
## Nck11                   Nck1
## Gm35601              Gm35601
## Gm36790              Gm36790
## Tmed21                 Tmed2
## Ap4b1                  Ap4b1
## Dtx2                    Dtx2
## Cebpz                  Cebpz
## 6030458C11Rik  6030458C11Rik
## Mrps23                Mrps23
## Ercc1                  Ercc1
## Ythdf11               Ythdf1
## Dhps                    Dhps
## Mtfr1                  Mtfr1
## Mthfd1                Mthfd1
## Otulin                Otulin
## G6pc3                  G6pc3
## Yae1d1                Yae1d1
## Mrpl2                  Mrpl2
## Exosc1                Exosc1
## Gm32998              Gm32998
## Cox18                  Cox18
## Capn10                Capn10
## Aida                    Aida
## Hhat                    Hhat
## Ndufaf7              Ndufaf7
## Gm39807              Gm39807
## Wdr89                  Wdr89
## Paqr7                  Paqr7
## Zhx3                    Zhx3
## Bst2                    Bst2
## B230217C12Rik  B230217C12Rik
## Pim2                    Pim2
## Sinhcaf1             Sinhcaf
## Rnf122                Rnf122
## 4930481A15Rik  4930481A15Rik
## Ring1                  Ring1
## Klhl12                Klhl12
## Klf131                 Klf13
## Sipa1                  Sipa1
## B230369F24Rik  B230369F24Rik
## Tor1aip11           Tor1aip1
## Tmem170b            Tmem170b
## Gm38521              Gm38521
## Gm53861              Gm53861
## Cd320                  Cd320
## Nsmce4a              Nsmce4a
## Gm21145              Gm21145
## Scn7a                  Scn7a
## Cyp2c38              Cyp2c38
## Igfals                Igfals
## Cnpy3                  Cnpy3
## Snx23                   Snx2
## Klhl91                 Klhl9
## Gm92221               Gm9222
## Fam110c              Fam110c
## Zfp280b              Zfp280b
## Pgpep11               Pgpep1
## Rnf1031               Rnf103
## Fam32a1               Fam32a
## Rapgef1              Rapgef1
## Adgre5                Adgre5
## Nme4                    Nme4
## Gm13822              Gm13822
## Cnnm3                  Cnnm3
## Cd86                    Cd86
## Hectd2os            Hectd2os
## Samd101               Samd10
## Fut4                    Fut4
## Tbl2                    Tbl2
## Cln5                    Cln5
## Gstp3                  Gstp3
## 5830448L01Rik  5830448L01Rik
## Pex11b                Pex11b
## Slc9a61               Slc9a6
## Mvd                      Mvd
## Ccdc181              Ccdc181
## Zfp874a              Zfp874a
## Gm14295              Gm14295
## Btc                      Btc
## Fkbp81                 Fkbp8
## Eef1akmt4          Eef1akmt4
## Zfp511                Zfp511
## Golt1b                Golt1b
## Rras21                 Rras2
## Tpd52l2              Tpd52l2
## Npb                      Npb
## Mrnip                  Mrnip
## Poc1b1                 Poc1b
## Dhrs13                Dhrs13
## Fbxl161               Fbxl16
## Manbal1               Manbal
## Kics2                  Kics2
## Ppp1r351             Ppp1r35
## Wdr19                  Wdr19
## Gimap11               Gimap1
## Gm43653              Gm43653
## Toe1                    Toe1
## 2610528J11Rik1 2610528J11Rik
## Acot2                  Acot2
## Pgam5                  Pgam5
## Exoc8                  Exoc8
## Mpzl1                  Mpzl1
## Tgfa                    Tgfa
## Gm10190              Gm10190
## Ydjc                    Ydjc
## Gm9776                Gm9776
## Pdcd11                Pdcd11
## Mcph1                  Mcph1
## Morn4                  Morn4
## Lmf2                    Lmf2
## Ttll12                Ttll12
## Pspc1                  Pspc1
## C2cd4d                C2cd4d
## Rnf139                Rnf139
## Gm346861             Gm34686
## Gpatch2l            Gpatch2l
## Cep97                  Cep97
## Sike11                 Sike1
## Ccdc127              Ccdc127
## Tgif1                  Tgif1
## Dnajc25              Dnajc25
## Lancl2                Lancl2
## Trim67                Trim67
## Ncdn                    Ncdn
## Arrdc3                Arrdc3
## Crbn1                   Crbn
## Fbxw21                 Fbxw2
## Rad171                 Rad17
## Tmco11                 Tmco1
## Nap1l3                Nap1l3
## Plin21                 Plin2
## Zfp780b              Zfp780b
## F8                        F8
## Man2c11               Man2c1
## Polr3g                Polr3g
## Tgds                    Tgds
## Zbtb8os              Zbtb8os
## Pskh1                  Pskh1
## Gm31728              Gm31728
## Gm15489              Gm15489
## Carm1                  Carm1
## Rab101                 Rab10
## Rpl7l11               Rpl7l1
## Gm52134              Gm52134
## Esam                    Esam
## Arpc1b1               Arpc1b
## Agt                      Agt
## Agps                    Agps
## 0610009L18Rik  0610009L18Rik
## Ttc5                    Ttc5
## E2f6                    E2f6
## Prelid2              Prelid2
## Utp61                   Utp6
## 1810021B22Rik  1810021B22Rik
## Mypop                  Mypop
## Pdcd2l                Pdcd2l
## Map1lc3b1           Map1lc3b
## Gm31619              Gm31619
## Rab11bos1          Rab11bos1
## Atn1                    Atn1
## Gm39499              Gm39499
## Jmjd4                  Jmjd4
## Tmem70                Tmem70
## 1110025M09Rik  1110025M09Rik
## Csad                    Csad
## 5830433I10Rik  5830433I10Rik
## Dqx1                    Dqx1
## Gm43568              Gm43568
## Commd2                Commd2
## Washc3                Washc3
## Erfl                    Erfl
## Tomm40l              Tomm40l
## Pabpn1l              Pabpn1l
## Ube2d31               Ube2d3
## Zfp60                  Zfp60
## Ndn                      Ndn
## 1700020N18Rik  1700020N18Rik
## Gm50595              Gm50595
## Ccdc89                Ccdc89
## Gm51715              Gm51715
## Akr1c18              Akr1c18
## Trim17                Trim17
## Gm31305              Gm31305
## Gm52781              Gm52781
## Gm36223              Gm36223
## Adamts9              Adamts9
## Gm51458              Gm51458
## F420014N23Rik  F420014N23Rik
## Selenoo              Selenoo
## Xpo4                    Xpo4
## Atf6b1                 Atf6b
## Rasa11                 Rasa1
## Zfp78                  Zfp78
## Slc25a38            Slc25a38
## Kcnh7                  Kcnh7
## Tsen2                  Tsen2
## Zbtb32                Zbtb32
## Gm420671             Gm42067
## Pcdhb5                Pcdhb5
## Rmnd5b                Rmnd5b
## Nsmf                    Nsmf
## Ebi3                    Ebi3
## Zc3h6                  Zc3h6
## Osbpl6                Osbpl6
## Asnsd1                Asnsd1
## Tbc1d19              Tbc1d19
## Gm42253              Gm42253
## Cep78                  Cep78
## Kdm4a                  Kdm4a
## Thnsl1                Thnsl1
## Cldn61                 Cldn6
## Appbp21               Appbp2
## Eola1                  Eola1
## Gm41231              Gm41231
## 5830454E08Rik  5830454E08Rik
## Uck2                    Uck2
## Ttl                      Ttl
## B3gnt8                B3gnt8
## Cfap300              Cfap300
## Rpgrip1l            Rpgrip1l
## Tefm                    Tefm
## Gm32013              Gm32013
## Polr3gl              Polr3gl
## Usp32                  Usp32
## Pno1                    Pno1
## Zfp111                Zfp111
## Sfxn3                  Sfxn3
## Pcsk2os1            Pcsk2os1
## AA388235            AA388235
## Gna12                  Gna12
## Stx81                   Stx8
## Ubl4a                  Ubl4a
## Gm30906              Gm30906
## Trim321               Trim32
## Bscl2                  Bscl2
## Tmem17                Tmem17
## Ccdc159              Ccdc159
## Samd5                  Samd5
## Abhd10                Abhd10
## Ksr2                    Ksr2
## Rbbp7                  Rbbp7
## Nup62                  Nup62
## Usp31                  Usp31
## Pold3                  Pold3
## Vsig10l              Vsig10l
## Nup133                Nup133
## Nosip                  Nosip
## 1700123O20Rik  1700123O20Rik
## Nudt1                  Nudt1
## Gm39342              Gm39342
## Slc31a21             Slc31a2
## Chchd5                Chchd5
## Zfp2661               Zfp266
## Pigu1                   Pigu
## Eml2                    Eml2
## Trim141               Trim14
## 9430065F17Rik  9430065F17Rik
## Rpusd4                Rpusd4
## Rasl2-9              Rasl2-9
## Becn11                 Becn1
## Fam20a1               Fam20a
## Tfpt                    Tfpt
## Gdf15                  Gdf15
## B3galt6              B3galt6
## Rbm48                  Rbm48
## Pctp                    Pctp
## H131                     H13
## Tomm61                 Tomm6
## 9130401M01Rik  9130401M01Rik
## 4930556M19Rik  4930556M19Rik
## Gm57630              Gm57630
## Klhl15                Klhl15
## St6galnac4        St6galnac4
## Gm42012              Gm42012
## Agk                      Agk
## Pigc                    Pigc
## Mob3b                  Mob3b
## Prkaca1               Prkaca
## Gm7457                Gm7457
## Gm4419                Gm4419
## Haus7                  Haus7
## Zfp330                Zfp330
## Pcbp4                  Pcbp4
## Gm3807                Gm3807
## Zfp119b              Zfp119b
## Champ1                Champ1
## Ldlrap1              Ldlrap1
## Gm26995              Gm26995
## Zfp9                    Zfp9
## LOC102631992    LOC102631992
## Gm53773              Gm53773
## Tmem169              Tmem169
## Stub11                 Stub1
## Gm51704              Gm51704
## Gm26844              Gm26844
## Gm52678              Gm52678
## Lrrc73                Lrrc73
## Adck2                  Adck2
## Gm46488              Gm46488
## Atp6v0e1             Atp6v0e
## Snupn                  Snupn
## Ift140                Ift140
## Prmt5                  Prmt5
## Galt                    Galt
## Gm46195              Gm46195
## Gm39000              Gm39000
## C920021L13Rik  C920021L13Rik
## Bckdha                Bckdha
## Pogz1                   Pogz
## Gm14326              Gm14326
## Nkap                    Nkap
## Memo1                  Memo1
## Fam185a              Fam185a
## Mus81                  Mus81
## Gm46786              Gm46786
## Ube2i1                 Ube2i
## Get1                    Get1
## Tnfrsf14            Tnfrsf14
## Bud23                  Bud23
## Clcn31                 Clcn3
## Vps8                    Vps8
## Cep131                Cep131
## Zfp777                Zfp777
## Gm52861              Gm52861
## Zkscan7              Zkscan7
## Dand5                  Dand5
## Cd99                    Cd99
## Stimate              Stimate
## Trpv6                  Trpv6
## AW046200            AW046200
## Gm43380              Gm43380
## Nudt12                Nudt12
## Zfp41                  Zfp41
## Thyn1                  Thyn1
## Ngef                    Ngef
## Gm53595              Gm53595
## Rell2                  Rell2
## Gm10614              Gm10614
## Thap1                  Thap1
## Prps1l31             Prps1l3
## Ptgds                  Ptgds
## 1700026J14Rik  1700026J14Rik
## 4930579G18Rik  4930579G18Rik
## Kcnrg                  Kcnrg
## Tmem178              Tmem178
## Gm33335              Gm33335
## Akap14                Akap14
## Alg2                    Alg2
## Gm25663              Gm25663
## Gyg1                    Gyg1
## Cyp2d22              Cyp2d22
## Pcdhga5              Pcdhga5
## Oaz3                    Oaz3
## Cxcl9                  Cxcl9
## Gm40578              Gm40578
## Gm5215                Gm5215
## Trap1                  Trap1
## Gm34507              Gm34507
## Rbm8a1                 Rbm8a
## Gm33610              Gm33610
## Gm52486              Gm52486
## Gm53349              Gm53349
## Gm53386              Gm53386
## 4933427E11Rik  4933427E11Rik
## Ltbp3                  Ltbp3
## Aacs1                   Aacs
## Brf2                    Brf2
## Zfp28                  Zfp28
## Fam53a                Fam53a
## D7Ertd128e        D7Ertd128e
## Vps26c1               Vps26c
## Cdin1                  Cdin1
## Fbxw81                 Fbxw8
## Psmd21                 Psmd2
## Bcap29                Bcap29
## Ndufv31               Ndufv3
## Gaa1                     Gaa
## Qprt                    Qprt
## Map10                  Map10
## Ipo9                    Ipo9
## Gas8                    Gas8
## Pigt1                   Pigt
## Dusp28                Dusp28
## Zfp865                Zfp865
## Zfp658                Zfp658
## Gm6658                Gm6658
## Tbcc1                   Tbcc
## Rita1                  Rita1
## Ppox                    Ppox
## Zfp689                Zfp689
## Gm356071             Gm35607
## Fip1l1                Fip1l1
## Dnajc9                Dnajc9
## Mgat1                  Mgat1
## Gmpr2                  Gmpr2
## Mfhas1                Mfhas1
## Gm33409              Gm33409
## Ap4s1                  Ap4s1
## Tmem218              Tmem218
## Gm14051              Gm14051
## Rnaseh2a            Rnaseh2a
## Hoxb2                  Hoxb2
## Cdc42ep41           Cdc42ep4
## Prkd2                  Prkd2
## Pex26                  Pex26
## Ttll1                  Ttll1
## Hdac21                 Hdac2
## Coa4                    Coa4
## Dmap11                 Dmap1
## Tpgs2                  Tpgs2
## Gmppa                  Gmppa
## Phykpl                Phykpl
## Kpna61                 Kpna6
## Selenbp1            Selenbp1
## Thumpd3              Thumpd3
## Ldhd                    Ldhd
## Nfatc2                Nfatc2
## Mir703                Mir703
## Gtpbp8                Gtpbp8
## 2210417A02Rik1 2210417A02Rik
## Mnd1                    Mnd1
## Slc19a2              Slc19a2
## Rela                    Rela
## Pemt                    Pemt
## Pcsk2                  Pcsk2
## Pum3                    Pum3
## Acp11                   Acp1
## Gm40448              Gm40448
## Gm46941              Gm46941
## Zkscan17            Zkscan17
## 9330020H09Rik  9330020H09Rik
## 2010001A14Rik  2010001A14Rik
## Gm41408              Gm41408
## Gosr1                  Gosr1
## Zfp1101               Zfp110
## Nsdhl                  Nsdhl
## Zfp39                  Zfp39
## Reep2                  Reep2
## Kdm2b                  Kdm2b
## Ribc1                  Ribc1
## Parp3                  Parp3
## Gas2l3                Gas2l3
## Gm46775              Gm46775
## Ak6                      Ak6
## 6430503K07Rik  6430503K07Rik
## Purg                    Purg
## Bloc1s3              Bloc1s3
## Gm10087              Gm10087
## Zbtb34                Zbtb34
## Lrfn1                  Lrfn1
## Osbpl8                Osbpl8
## Pdp2                    Pdp2
## Dnajc16              Dnajc16
## Rbm31                   Rbm3
## Ogdhl                  Ogdhl
## Tmem184c            Tmem184c
## Pcnx4                  Pcnx4
## Fnbp1                  Fnbp1
## Tmem91                Tmem91
## Katnb1                Katnb1
## Map6                    Map6
## Gm8290                Gm8290
## Carmil2              Carmil2
## Epb42                  Epb42
## Gm41845              Gm41845
## Tctn1                  Tctn1
## Gm4532                Gm4532
## Aars2                  Aars2
## Mast1                  Mast1
## Prmt7                  Prmt7
## Clybl                  Clybl
## Cd247                  Cd247
## Zfp647                Zfp647
## Rsph4a                Rsph4a
## Ppp2r5b1             Ppp2r5b
## 5730409E04Rik  5730409E04Rik
## Eipr1                  Eipr1
## Cpsf3                  Cpsf3
## Fgd1                    Fgd1
## Fam199x1             Fam199x
## Svop                    Svop
## Pcdhga6              Pcdhga6
## Pbx2                    Pbx2
## Gm5296                Gm5296
## Prcp                    Prcp
## AB010352            AB010352
## Septin9              Septin9
## H2ap                    H2ap
## Tmem68                Tmem68
## Ubfd1                  Ubfd1
## Ppm1g1                 Ppm1g
## R3hcc1                R3hcc1
## 2010315B03Rik  2010315B03Rik
## Gm16845              Gm16845
## Dcaf12l1            Dcaf12l1
## Kif3c                  Kif3c
## Fundc1                Fundc1
## Tmem185b1           Tmem185b
## Megf8                  Megf8
## Snhg91                 Snhg9
## Gm5914                Gm5914
## Klhl5                  Klhl5
## Brsk1                  Brsk1
## Zfp582                Zfp582
## Bbs7                    Bbs7
## Catsper2            Catsper2
## Invs                    Invs
## Parp11                Parp11
## Crlf3                  Crlf3
## Meaf61                 Meaf6
## 1600012H06Rik  1600012H06Rik
## Rnaseh1              Rnaseh1
## Isy1                    Isy1
## Gm40190              Gm40190
## Bicdl2                Bicdl2
## Cdyl                    Cdyl
## Gm30706              Gm30706
## Mex3c                  Mex3c
## Mrps111               Mrps11
## Atp5f1e1             Atp5f1e
## Zfp583                Zfp583
## Tlnrd11               Tlnrd1
## Zscan25              Zscan25
## Dipk1b                Dipk1b
## Mfsd14b1             Mfsd14b
## Gm52692              Gm52692
## Il17ra                Il17ra
## Hps6                    Hps6
## Gm22063              Gm22063
## Chn11                   Chn1
## Plp1                    Plp1
## Zfp105                Zfp105
## Or5m3b                Or5m3b
## Gm32449              Gm32449
## Dmkn                    Dmkn
## Ppih                    Ppih
## Casp9                  Casp9
## Slc2a8                Slc2a8
## Pstk                    Pstk
## Gm22299              Gm22299
## Tjap1                  Tjap1
## Bloc1s5              Bloc1s5
## Gm15927              Gm15927
## Gm33315              Gm33315
## Herc6                  Herc6
## Mrpl39                Mrpl39
## Kcnq4                  Kcnq4
## Zfp606                Zfp606
## Eif2ak4              Eif2ak4
## Avp                      Avp
## Gm38529              Gm38529
## Adamtsl4            Adamtsl4
## Lrrc8c                Lrrc8c
## Kmo                      Kmo
## Gm33782              Gm33782
## Eno1b                  Eno1b
## Gm13032              Gm13032
## Cd72                    Cd72
## Prkab1                Prkab1
## Acbd7                  Acbd7
## E130112N10Rik  E130112N10Rik
## Gm53491              Gm53491
## Zgpat                  Zgpat
## 4930448E22Rik  4930448E22Rik
## Pheta2                Pheta2
## Gm29863              Gm29863
## Fam89b1               Fam89b
## Spsb21                 Spsb2
## Adnp                    Adnp
## Gm54256              Gm54256
## Gm15478              Gm15478
## Tmeff1                Tmeff1
## Prcc                    Prcc
## 9030612E09Rik  9030612E09Rik
## Zfp783                Zfp783
## Ggnbp1                Ggnbp1
## Snhg14                Snhg14
## Gm35374              Gm35374
## Mtnr1a                Mtnr1a
## Zfp1006              Zfp1006
## Wdr31                  Wdr31
## Tub                      Tub
## Agbl5                  Agbl5
## Iqch                    Iqch
## Gm52500              Gm52500
## Klhl25                Klhl25
## Stambpl1            Stambpl1
## Gm19744              Gm19744
## Gm31434              Gm31434
## Vrk2                    Vrk2
## Dcun1d3              Dcun1d3
## Metap21               Metap2
## Ncoa5                  Ncoa5
## Acyp2                  Acyp2
## Nr1h3                  Nr1h3
## Pet117                Pet117
## Ddx47                  Ddx47
## 2700049A03Rik  2700049A03Rik
## Gm47340              Gm47340
## Srf1                     Srf
## Trpt1                  Trpt1
## Eme2                    Eme2
## Fitm2                  Fitm2
## Cluap1                Cluap1
## Urm1                    Urm1
## Mib2                    Mib2
## Rab40b                Rab40b
## Mterf1b              Mterf1b
## Arf2                    Arf2
## Pinlyp                Pinlyp
## Nceh1                  Nceh1
## Lrrc49                Lrrc49
## Gm3363                Gm3363
## Ndufaf1              Ndufaf1
## Emc11                   Emc1
## Sav1                    Sav1
## Cbr3                    Cbr3
## Vps51                  Vps51
## Wdr93                  Wdr93
## Tekt41                 Tekt4
## Zdhhc6                Zdhhc6
## F830010H11Rik  F830010H11Rik
## Zfp790                Zfp790
## Fdxr                    Fdxr
## Pcdhgb2              Pcdhgb2
## Fam151b              Fam151b
## Rgs6                    Rgs6
## Gm11723              Gm11723
## Guca1a                Guca1a
## Mccc1                  Mccc1
## Zfp346                Zfp346
## Gm2885                Gm2885
## Usb1                    Usb1
## Inpp5b                Inpp5b
## Dnttip21             Dnttip2
## Snx16                  Snx16
## Pofut1                Pofut1
## 1110002L01Rik  1110002L01Rik
## Gm41774              Gm41774
## Ssh1                    Ssh1
## Zdhhc4                Zdhhc4
## Nol11                  Nol11
## Gatb                    Gatb
## Wdtc11                 Wdtc1
## Gm53858              Gm53858
## Ogfod1                Ogfod1
## Phldb3                Phldb3
## Gpsm1                  Gpsm1
## Erich5                Erich5
## Wdr44                  Wdr44
## Fmnl1                  Fmnl1
## Mrtfa                  Mrtfa
## Lrrc51                Lrrc51
## Mbip                    Mbip
## Twf21                   Twf2
## AW554918            AW554918
## Fbh11                   Fbh1
## Gm35315              Gm35315
## Gm57533              Gm57533
## Gm5785                Gm5785
## C330016L05Rik  C330016L05Rik
## Gm16740              Gm16740
## C030006K11Rik  C030006K11Rik
## Mtmr12                Mtmr12
## 4930458D05Rik  4930458D05Rik
## Nckap5l              Nckap5l
## 1700088E04Rik  1700088E04Rik
## Brat1                  Brat1
## Abraxas2            Abraxas2
## Zfp629                Zfp629
## Lrig2                  Lrig2
## Tysnd1                Tysnd1
## Vav21                   Vav2
## Scly                    Scly
## Sh2b3                  Sh2b3
## Polr1e                Polr1e
## Nme7                    Nme7
## Abca5                  Abca5
## Gcfc2                  Gcfc2
## Pax41                   Pax4
## Znhit6                Znhit6
## Syngr1                Syngr1
## Tmem198b            Tmem198b
## Gm14023              Gm14023
## Zfp229                Zfp229
## Slc6a4                Slc6a4
## Uxt1                     Uxt
## Gm20346              Gm20346
## Rhno1                  Rhno1
## Zfp768                Zfp768
## Crppa                  Crppa
## Riok2                  Riok2
## Timp2                  Timp2
## Otub2                  Otub2
## Agl                      Agl
## Rap1b1                 Rap1b
## Sema4c                Sema4c
## Zfp526                Zfp526
## Gm154171             Gm15417
## Kbtbd13              Kbtbd13
## Klhl8                  Klhl8
## Homez                  Homez
## Rbm3os                Rbm3os
## Mtr                      Mtr
## Sephs1                Sephs1
## Trib3                  Trib3
## Atg71                   Atg7
## Dhrs13os            Dhrs13os
## Zfp599                Zfp599
## Phc21                   Phc2
## Bcl2l13              Bcl2l13
## Nudt8                  Nudt8
## Tmem199              Tmem199
## Mycl                    Mycl
## Osbpl7                Osbpl7
## Fcf11                   Fcf1
## Alkbh3                Alkbh3
## Zfp46                  Zfp46
## Paxip11               Paxip1
## Rpp30                  Rpp30
## Hcn2                    Hcn2
## Msl3l21               Msl3l2
## Pdp1                    Pdp1
## Ripk2                  Ripk2
## Ppp1r3e              Ppp1r3e
## Ghdc                    Ghdc
## Arl16                  Arl16
## Zfp940                Zfp940
## Gm31834              Gm31834
## Phtf1                  Phtf1
## Gm20939              Gm20939
## Slc26a10            Slc26a10
## 2510003B16Rik  2510003B16Rik
## Gm41776              Gm41776
## Padi1                  Padi1
## 5330438D12Rik  5330438D12Rik
## Ndufaf5              Ndufaf5
## Gm29938              Gm29938
## Rab28                  Rab28
## Zfp524                Zfp524
## St3gal1              St3gal1
## Itfg21                 Itfg2
## Rbbp9                  Rbbp9
## Gm461181             Gm46118
## Dpysl5                Dpysl5
## Zfp1007              Zfp1007
## Exoc3l                Exoc3l
## Gm40218              Gm40218
## Gm54308              Gm54308
## Rilpl1                Rilpl1
## 1700086P04Rik  1700086P04Rik
## Gon7                    Gon7
## Zfp532                Zfp532
## Lyrm7                  Lyrm7
## Wnt2b                  Wnt2b
## Gm41638              Gm41638
## Ubxn81                 Ubxn8
## AI429214            AI429214
## Abcb11                Abcb11
## Armcx6                Armcx6
## Shisa51               Shisa5
## Gm53993              Gm53993
## Isca11                 Isca1
## Gm16023              Gm16023
## Sass6                  Sass6
## Gm54192              Gm54192
## Ank1                    Ank1
## Gm53893              Gm53893
## Ap1s2                  Ap1s2
## Gm53774              Gm53774
## Gm35946              Gm35946
## Klhl21                 Klhl2
## Tbx3os11             Tbx3os1
## Sirt4                  Sirt4
## Uba6                    Uba6
## Zfp169                Zfp169
## Ift56                  Ift56
## G630018N14Rik  G630018N14Rik
## Fto                      Fto
## Mogat1                Mogat1
## Smg8                    Smg8
## Vps45                  Vps45
## Taf5                    Taf5
## Syt3                    Syt3
## Nupr2                  Nupr2
## Sfxn4                  Sfxn4
## Tsga10                Tsga10
## Mbtps2                Mbtps2
## Eif3c1                 Eif3c
## Rassf6                Rassf6
## Gm11337              Gm11337
## LOC118568635    LOC118568635
## Gm33149              Gm33149
## Slc4a1ap            Slc4a1ap
## Ccdc62                Ccdc62
## Larp7                  Larp7
## Lrrc61                Lrrc61
## B3gnt7                B3gnt7
## Lrtm2                  Lrtm2
## Gm53375              Gm53375
## E130310I04Rik  E130310I04Rik
## 9330151L19Rik  9330151L19Rik
## D030040B21Rik  D030040B21Rik
## 4930487H11Rik  4930487H11Rik
## Gm19708              Gm19708
## Gm32592              Gm32592
## Gm41406              Gm41406
## Actn3                  Actn3
## 9430060I03Rik  9430060I03Rik
## Gm50627              Gm50627
## Gm39188              Gm39188
## Gm39887              Gm39887
## Gm47792              Gm47792
## Gm57794              Gm57794
## Gm46174              Gm46174
## Gm53300              Gm53300
## Gm16244              Gm16244
## Gm30025              Gm30025
## Gm46137              Gm46137
## Adat1                  Adat1
## Hdac11                Hdac11
## Yy2                      Yy2
## Alg31                   Alg3
## Zfp316                Zfp316
## 5830444B04Rik  5830444B04Rik
## Irgq                    Irgq
## Zbtb39                Zbtb39
## Fbxl9                  Fbxl9
## 1810062G17Rik  1810062G17Rik
## Glb1l                  Glb1l
## Vcpkmt                Vcpkmt
## Cep20                  Cep20
## Usp46                  Usp46
## Gm53985              Gm53985
## Gm46901              Gm46901
## 9130019P16Rik  9130019P16Rik
## Gm39424              Gm39424
## Ssc4d                  Ssc4d
## Nudt6                  Nudt6
## Gm30365              Gm30365
## Zfp946                Zfp946
## Gm30934              Gm30934
## Bloc1s4              Bloc1s4
## Armcx5                Armcx5
## Rfc3                    Rfc3
## Lig4                    Lig4
## Bbs10                  Bbs10
## Pex141                 Pex14
## Wdr18                  Wdr18
## Rexo5                  Rexo5
## Ccdc166              Ccdc166
## Zfp97                  Zfp97
## Zfp108                Zfp108
## Zfp27                  Zfp27
## Sh2d3c                Sh2d3c
## Cdk17                  Cdk17
## Nts                      Nts
## Telo2                  Telo2
## Mt3                      Mt3
## Arl14ep              Arl14ep
## Zfp958                Zfp958
## Mre11a                Mre11a
## Abcb4                  Abcb4
## Zfp984                Zfp984
## Cmss1                  Cmss1
## Elk1                    Elk1
## 3110045C21Rik  3110045C21Rik
## Gm32856              Gm32856
## Insl5                  Insl5
## Arsk                    Arsk
## Matn2                  Matn2
## Elovl2                Elovl2
## Setd4                  Setd4
## Kif9                    Kif9
## Gm41466              Gm41466
## Gm54057              Gm54057
## Cyp39a1              Cyp39a1
## Pdxp                    Pdxp
## Trpc3                  Trpc3
## Tmlhe                  Tmlhe
## Rbm12b1              Rbm12b1
## Mrpl49                Mrpl49
## C030034I22Rik  C030034I22Rik
## Tubg2                  Tubg2
## A930006K02Rik  A930006K02Rik
## Ankrd49              Ankrd49
## Zfp719                Zfp719
## Gm36684              Gm36684
## Xrcc2                  Xrcc2
## Efnb2                  Efnb2
## Ints14                Ints14
## Gm10244              Gm10244
## Zfp84                  Zfp84
## Styx                    Styx
## Rtl8c                  Rtl8c
## Cngb1                  Cngb1
## Gm46043              Gm46043
## Pde8b                  Pde8b
## AU041133            AU041133
## Sv2a                    Sv2a
## Zfp433                Zfp433
## Lrrc40                Lrrc40
## Tnfsf13b            Tnfsf13b
## Crtc1                  Crtc1
## Hdgfl2                Hdgfl2
## Gm13524              Gm13524
## Iqcg                    Iqcg
## Rab26os              Rab26os
## Trim5                  Trim5
## Gm51817              Gm51817
## Slc10a3              Slc10a3
## Gm34045              Gm34045
## Gm40208              Gm40208
## Top1mt                Top1mt
## Clasp2                Clasp2
## Lmo2                    Lmo2
## Wrap53                Wrap53
## Fkrp1                   Fkrp
## Gm14325              Gm14325
## Cdyl2                  Cdyl2
## Prmt9                  Prmt9
## Klf16                  Klf16
## Rwdd3                  Rwdd3
## Ap3m2                  Ap3m2
## Gm31364              Gm31364
## Poc5                    Poc5
## Zfp354b              Zfp354b
## Bckdhb                Bckdhb
## Xab2                    Xab2
## Gm10463              Gm10463
## Nop9                    Nop9
## Gm38673              Gm38673
## Acp6                    Acp6
## Ubxn2b                Ubxn2b
## Slc26a11            Slc26a11
## Adamts15            Adamts15
## Gm51801              Gm51801
## Adrb1                  Adrb1
## 6330418K02Rik  6330418K02Rik
## Scfd2                  Scfd2
## Mocs3                  Mocs3
## Tusc1                  Tusc1
## Wdr91                  Wdr91
## Gm36117              Gm36117
## Riox1                  Riox1
## Faxc                    Faxc
## Gm50602              Gm50602
## Gm15483              Gm15483
## Oxnad1                Oxnad1
## Numbl                  Numbl
## Rpl37rt              Rpl37rt
## BC037039            BC037039
## Tmem65                Tmem65
## Cgnl1                  Cgnl1
## Dynlt1b              Dynlt1b
## Abraxas1            Abraxas1
## Rgs12                  Rgs12
## Mcub                    Mcub
## Meak7                  Meak7
## Pcdhb15              Pcdhb15
## Spin4                  Spin4
## Slc35b4              Slc35b4
## Gm36359              Gm36359
## Stam                    Stam
## Gm40733              Gm40733
## Gm14393              Gm14393
## Gm32313              Gm32313
## Hykk                    Hykk
## Gm38486              Gm38486
## Spire2                Spire2
## 1700018L02Rik  1700018L02Rik
## Asb1                    Asb1
## Gm36449              Gm36449
## Hspa13                Hspa13
## Rpgrip1              Rpgrip1
## Gm4285                Gm4285
## Casp12                Casp12
## Cyb561d2            Cyb561d2
## Alg1                    Alg1
## Gm36856              Gm36856
## B4galt71             B4galt7
## Stamos                Stamos
## Pigb                    Pigb
## Gm36447              Gm36447
## Gm54309              Gm54309
## 9030624G23Rik  9030624G23Rik
## 4930511A08Rik  4930511A08Rik
## Polr3f                Polr3f
## Gm13572              Gm13572
## Gm30074              Gm30074
## Banf2                  Banf2
## Gm53451              Gm53451
## Cetn4                  Cetn4
## Oas1c                  Oas1c
## Gm54038              Gm54038
## Erc2                    Erc2
## Gm40371              Gm40371
## Rab8b                  Rab8b
## Gm46933              Gm46933
## Zkscan4              Zkscan4
## Cab39l                Cab39l
## Wdr55                  Wdr55
## Mmrn2                  Mmrn2
## Wdr35                  Wdr35
## Gm38604              Gm38604
## Shroom4              Shroom4
## Gm40572              Gm40572
## Flrt3                  Flrt3
## Mtg2                    Mtg2
## Gm34362              Gm34362
## Asb3                    Asb3
## Lrrc28                Lrrc28
```

---
# Find Markers

And we can then visualise this using the VlnPlot function.

``` r
VlnPlot(Nd1T.obj.filt, features = "Pzp")
```

![](Session2_files/figure-html/unnamed-chunk-68-1.png)