使用DESeq2进行基因表达差异分析的基本流程

0. DESeq2包简介

The DESeq2 package is designed for normalization, visualization, and differential analysis of high-dimensional count data. It makes use of empirical Bayes techniques to estimate priors for log fold change and dispersion, and to calculate posterior estimates for these quantities.
DESeq2包是用于对高维count数据进行标准化，可视化和差异分析的R包。它使用经验贝叶斯方法来估算，它使用经验贝叶斯方法来估计log fold change和dispersion的先验，并计算这些量的后验估计。（翻译太难了）
说白了，就是一个进行标准化，可视化和差异分析的R包。
多看官方文档：http://www.bioconductor.org/packages/release/bioc/vignettes/DESeq2/inst/doc/DESeq2.html

1. 准备数据

见最后的文本，直接打开一个txt文件，复制到文件中，保存成“gene_count_matrix.csv” 就行了。
phenodata.csv文件说明了想要分析的数据的分组情况，这个文件的第一列对应gene_count_matrix.csv的行名；行名对应数据的分组情况，即不同性别，不同人种。
gene_count_matrix.csv是我前面一篇文章https://blog.csdn.net/linuxonly801/article/details/128699925里分析得到数据。行为每个基因的count数，列为各个样品。

2. 加载预分析的数据和分组信息

把需要的数据和分析用的代码放到同一个文件夹中：

使用read.csv或者read.table函数加载数据。两个函数的参数很简单，使用?read.csv或者?read.table自己看看就行了。

# 如果没有安装就先安装一下
BiocManager::install('DESeq2')
# 调用DESeq2包
library('DESeq2')
# 加载分组信息数据
phenodata <- read.csv('phenodata.csv', row.names = 'ids')
phenodata  #加载完数据一定要记得查看一下加载是否正确。
# 加载counts数据
counts<-read.csv('gene_count_matrix.csv', row.names = 'gene_id')
counts  #加载完数据一定要记得查看一下加载是否正确。
# 如果一切正常，才可以进行下面的操作。

3. 构建DESeqDataSetFromMatrix数据矩阵

方法如下：

DESeqDataSetFromMatrix(
  countData,
  colData,
  design,
  tidy = FALSE,
  ignoreRank = FALSE,
  ...
)

参数说明：

• countData: for matrix input: a matrix of non-negative integers（作为矩阵的输入数据：一个非负整数矩阵。）

• colData: for matrix input: a DataFrame or data.frame with at least a single column. Rows of colData correspond to columns of
  countData（作为矩阵的输入数据：类型为DataFrame或data.frame，最少需要有一列。行名需要与countData的列相同）

• design: a formula or matrix. the formula expresses how the counts for each gene depend on the variables in colData. Many R formula are valid, including designs with multiple variables, e.g., ~ group + condition, and designs with interactions, e.g., ~ genotype + treatment + genotype:treatment. See results for a variety of designs and how to extract results tables. By default, the functions in this package will use the last variable in the formula for building results tables and plotting. ~ 1 can be used for no design, although users need to remember to switch to another design for differential testing. （一个公式或matrix [说白了就是：实验设计，哪些是变量，哪些想进行分析]。公式内容为：每个基因的counts数据依赖于哪些colData中的变量。很多R的公式都可用，比如多变量公式：~ group + condition, 再比如交互的公式： ~ genotype + treatment + genotype:treatment。默认情况下，这个方法使用最后一个变量来进行计算和绘图。~ 1 可用于表示无design，尽量用户需要在不同的检测时需要使用不同的design。）

• tidy: for matrix input: whether the first column of countData is the rownames for the count matrix. （作为矩阵的输入数据：指明countData的第一列是否是count matrix的行名）

• ignoreRank: use of this argument is reserved for DEXSeq developers only. Users will immediately encounter an error upon trying to estimate dispersion using a design with a model matrix which is not full rank. （保留给DEXSeq开发人员，用户就不要使用了。）

# 使用DESeqDataSetFromMatrix构建数据
dds = DESeqDataSetFromMatrix(countData = counts,
                             colData = phenodata,
                             design = ~ sex)
# 检查一下colData的行是否与countData的列相同。输出结果需要为：TRUE
all(rownames(colData) == colnames(countData))

4. 对数据进行标准化

方法如下：

DESeq(
  object,
  ~~~  # 后面还有很多参数，都不用关心，直接使用默认的就行
)

方法说明：
Differential expression analysis based on the Negative Binomial (a.k.a. Gamma-Poisson) distribution（基于负二项分布(又称伽马-泊松分布)的差异表达分析）
This function performs a default analysis through the steps:（该函数默认执行下面的计算：）

• estimation of size factors: estimateSizeFactors
• estimation of dispersion: estimateDispersions
• Negative Binomial GLM fitting and Wald statistics: nbinomWaldTest

For complete details on each step, see the manual pages of the respective functions. After the DESeq function returns a DESeqDataSet object, results tables (log2 fold changes and p-values，注，已经进行了分析，所以上面只能使用原始的count数据) can be generated using the results function. Shrunken LFC can then be generated using the lfcShrink function.（有关每个步骤的完整详细信息，请参阅相应功能的手册页。在DESeq函数返回一个DESeqDataSet对象之后，可以使用results函数生成结果表(log2FC和p值)。然后可以使用lfcShrink函数生成Shrunken LFC。）

# 对数据进行标准化
dds <- DESeq(dds)

5. 获取标准化后的结果

方法如下：

results(
  object,
  contrast,
  name,
  ~~~  # 后面还有很多参数，都不用关心，直接使用默认的就行
)

方法说明：
Extract results from a DESeq analysis（从DESeq分析中提取结果）
results extracts a result table from a DESeq analysis giving base means across samples, log2 fold changes, standard errors, test statistics, p-values and adjusted p-values.（results从DESeq分析中提取结果表，并给出样本的base means、log2 fold changes、standard errors、test statistics、p-values和adjusted p-values。）
参数说明

• object: a DESeqDataSet, on which one of the following functions has already been called: DESeq, nbinomWaldTest, or nbinomLRT. （一个DESeqDataSet，可由下面的函数获得：DESeq，nbinomWaldTest或nbinomLRT）

• contrast:(对比，差异的意思) this argument specifies what comparison to extract from the object to build a results table. one of either: （此参数指定从对象中提取何种比较以构建结果表。可以是如下的一种：）
  – a character vector with exactly three elements: the name of a factor in the design formula, the name of the numerator level for the fold change, and the name of the denominator level for the fold change (simplest case)（含有三个元素的字符串向量：第一个是上面DESeqDataSetFromMatrix函数中design传入的方法名，第二个是用于计算fold change的分子，第三个是用于计算fold change的分母。这个是最简单的情况。）
  – a list of 2 character vectors: the names of the fold changes for the numerator, and the names of the fold changes for the denominator. these names should be elements of resultsNames(object). if the list is length 1, a second element is added which is the empty character vector, character(). (more general case, can be to combine interaction terms and main effects)
  – a numeric contrast vector with one element for each element in resultsNames(object) (most general case)
  If specified, the name argument is ignored. （如果指定contrast参数，name参数将被忽略。）

• name: the name of the individual effect (coefficient) for building a results table. Use this argument rather than contrast for continuous variables, individual effects or for individual interaction terms. The value provided to name must be an element of resultsNames(object).

# 获取标准化后的结果
# contrast的第一个参数是sex，就是上面DESeqDataSetFromMatrix中design使用的参数。
res1 <- results(dds, contrast = c('sex', 'male', 'female'))  # 男性/女性。
res2 <- results(dds, contrast = c('sex', 'female', 'male'))  # 女性/男性
res1
res2

res1和res2的计算结果正好是相反的。可以对比看看下面的结果：

6. 运算结果排序

数据计算好后，肯定需要根据某个值进行排序，才能进行后续的分析。
order函数用法：

order(..., na.last = TRUE, decreasing = FALSE, method = c("auto", "shell", "radix"))

参数说明

• …: a sequence of numeric, complex, character or logical vectors, all of the same length, or a classed R object.（一个长度相同的数字、复数、字符串或逻辑向量的序列，或是一个R分类对象。）

• decreasing: logical. Should the sort order be increasing or decreasing? For the “radix” method, this can be a vector of length equal to the number of arguments in … and the elements are recycled as necessary. For the other methods, it must be length one.（逻辑参数。排序顺序是否为降序。）

• na.last: for controlling the treatment of NAs. If TRUE, missing values in the data are put last; if FALSE, they are put first; if NA, they are removed (see ‘Note’.)（用于控制缺失值的处理方式。如果为TRUE，数据中的缺失值放在最后，若是FALSE，就放在最前，若是NA，缺失值将被移除。）

• method: the method to be used: partial matches are allowed. The default (“auto”) implies “radix” for numeric vectors, integer vectors, logical vectors and factors with fewer than 2^31 elements. Otherwise, it implies “shell”. For details of methods “shell”, “quick”, and “radix”, see the help for sort.（用不到，使用默认就行。）

# 使用R语言中的order函数进行排序。
res3 <- res[order(res$padj),]
res3
# 可以使用summary函数查看一下统计汇总
summary(res3)

可以画个火山图看看：

library(EnhancedVolcano)
EnhancedVolcano(res3, lab = rownames(res3), x = 'log2FoldChange', y = 'pvalue',
                pCutoff = 10e-2, xlim = c(-5,5), ylim = c(0, 5))

library(EnhancedVolcano)
EnhancedVolcano(res3, lab = rownames(res3), x = 'log2FoldChange', y = 'padj',
                pCutoff = 10e-2, xlim = c(-5,5), ylim = c(0, 5))

为啥总感觉使用padj画图这么难看呢。。。

7. 提取差异基因

使用R语言中的subset进行提取
subset函数用法：

subset(x, ...)

参数说明

• x: object to be subsetted. （需要进行subset的对象）
• …: further arguments to be passed to or from other methods. （对subset进行选取的方法。）

# 使用subset提取差异基因
diff_res <- subset(res3, padj < 0.05 & abs(log2FoldChange) > 1)

上面的语法是：从res3中选取padj小于0.05并且log2FoldChange的绝对值大于1的行。

8. 输出差异基因结果

# 输出差异基因结果
write.csv(diff_res, file = 'diff_res.csv')
# 仅输出差异基因的名称，可用于后续画venn diagram。
write.table(row.names(diff_res), file = 'diff_res_names.csv', sep = '\t', row.names = F, col.names = F)

9. 富集分析

KEGG支持的物种列表：https://www.genome.jp/kegg/catalog/org_list.html
GO支持的物种列表：http://bioconductor.org/packages/release/BiocViews.html#___OrgDb
这个就不做富集分析了。

数据文件

phenodata.csv 文件内容如下

"ids","sex","population"
"ERR188044_chrX","male","YRI"
"ERR188104_chrX","male","YRI"
"ERR188234_chrX","female","YRI"
"ERR188245_chrX","female","GBR"
"ERR188257_chrX","male","GBR"
"ERR188273_chrX","female","YRI"
"ERR188337_chrX","female","GBR"
"ERR188383_chrX","male","GBR"
"ERR188401_chrX","male","GBR"
"ERR188428_chrX","female","GBR"
"ERR188454_chrX","male","YRI"
"ERR204916_chrX","female","YRI"

gene_count_matrix.csv 文件内容如下

gene_id,ERR188044_chrX,ERR188104_chrX,ERR188234_chrX,ERR188245_chrX,ERR188257_chrX,ERR188273_chrX,ERR188337_chrX,ERR188383_chrX,ERR188401_chrX,ERR188428_chrX,ERR188454_chrX,ERR204916_chrX
MSTRG.2,6,0,0,0,0,4,4,0,0,1,0,0
MSTRG.3,0,0,0,0,4,0,7,0,4,1,8,0
MSTRG.12|CRLF2,15,14,0,7,8,0,20,6,11,6,0,9
MSTRG.13|CSF2RA,7,0,5,2,0,4,0,8,0,0,0,13
MSTRG.14|MIR3690,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.7,403,173,827,1193,855,351,1563,337,559,551,1288,1280
MSTRG.7|PLCXD1,7038,4357,4846,1923,1035,3299,4329,1190,2932,1089,1494,3250
MSTRG.8,53,30,21,7,0,7,14,0,10,0,4,18
MSTRG.9,483,44,439,632,33,358,651,340,462,99,571,541
MSTRG.11|LINC00685,76,46,73,18,14,21,34,20,75,16,49,69
MSTRG.5,26,281,230,137,11,70,71,5,96,10,13,38
MSTRG.9|GTPBP6,1797,1319,2289,1413,2711,304,2682,2020,3245,1053,1803,2225
MSTRG.10,124,56,38,27,17,35,123,19,42,13,25,16
MSTRG.1,7,0,7,0,0,0,2,0,9,0,0,2
MSTRG.5|PPP2R3B,377,0,139,383,294,61,401,89,462,159,144,388
MSTRG.6,19,9,32,23,20,7,24,0,42,8,9,12
MSTRG.26,1035,907,768,342,456,132,990,246,584,193,278,277
MSTRG.26|ASMTL-AS1,53,15,0,44,70,0,32,43,83,0,16,5
MSTRG.28|ASMTL,0,0,7,28,7,0,292,50,0,0,12,30
MSTRG.28,3708,1563,3227,3724,1573,988,1655,1620,3086,1439,1201,2714
MSTRG.29,79,48,66,37,37,9,122,26,25,12,109,43
MSTRG.26|LINC00106,1,4,2,2,0,1,1,0,1,0,0,0
MSTRG.27,9,3,7,6,5,0,9,0,4,0,10,0
MSTRG.21|IL3RA,738,717,371,285,377,394,274,437,553,200,698,459
MSTRG.21,596,720,359,142,470,89,393,258,637,385,542,875
MSTRG.23,2272,351,621,12872,3895,212,9890,4431,8882,285,13147,406
MSTRG.24,104,57,69,32,37,14,84,32,48,19,43,52
MSTRG.22,27,24,22,9,26,4,27,23,29,10,8,7
MSTRG.25,11,10,6,6,4,4,4,4,10,3,1,6
MSTRG.23|SLC25A6,39481,27273,46286,31634,29769,15812,29554,30961,35518,21805,27531,48152
MSTRG.35,6,10,4,8,34,2,20,27,14,4,11,7
MSTRG.16,735,678,239,117,223,70,806,112,252,81,276,1254
MSTRG.17,49,27,59,16,29,9,74,7,13,9,25,16
MSTRG.18,0,0,0,7,0,0,0,0,0,0,0,0
MSTRG.19|ASMT,7,27,28,4,16,0,0,44,10,0,3,0
MSTRG.20,172,130,18,49,65,9,51,50,39,16,64,43
MSTRG.31,1,2,3,17,47,0,4,16,43,30,0,2
MSTRG.30,1684,470,1332,501,263,86,1185,109,559,191,97,795
MSTRG.15,16,3,12,0,5,0,9,8,5,0,2,7
MSTRG.16|P2RY8,10167,6870,10097,5338,6574,3459,6303,6249,6030,4013,7167,5554
MSTRG.19|AKAP17A,3756,2886,4392,2536,2735,1356,3395,2355,2769,1667,2985,2296
MSTRG.19,829,687,532,1213,938,230,1462,1027,1608,202,2111,1669
MSTRG.32,450,84,211,175,146,9,286,42,207,76,12,160
MSTRG.33,40,6,25,13,8,0,13,0,18,0,0,23
MSTRG.34,10,0,7,6,0,0,10,0,6,4,0,6
MSTRG.36,616,486,347,341,325,211,461,470,504,191,701,358
MSTRG.36|ZBED1,8137,5521,6228,3431,4949,2110,5864,5015,7376,3689,4242,5841
MSTRG.36|DHRSX,470,331,475,685,479,144,672,409,655,421,72,330
MSTRG.37,4,0,0,0,0,0,0,0,0,0,0,0
NM_001079855|GYG2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184702|GYG2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184703|GYG2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184704|GYG2,0,0,0,0,0,0,0,0,0,0,0,0
NM_003918|GYG2,0,0,0,0,0,0,0,0,0,0,0,0
NM_000047|ARSE,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282631|ARSE,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282628|ARSE,3,0,0,0,0,0,0,0,0,10,0,8
MSTRG.45|ARSD,576,307,425,150,279,66,520,231,382,309,518,243
MSTRG.45,7,9,4,0,0,0,2,6,0,7,16,20
MSTRG.46,13,13,16,27,9,4,33,13,9,5,11,20
MSTRG.38,189,85,94,80,37,30,58,104,56,52,45,137
MSTRG.40,146,151,128,67,60,47,143,43,86,52,116,130
MSTRG.40|MIR6089,0,0,0,0,0,0,1,0,0,0,0,1
MSTRG.39,19,38,40,19,17,12,33,16,25,12,15,11
MSTRG.40|CD99P1,192,200,112,62,52,5,68,57,117,62,76,108
MSTRG.41|LINC00102,5,10,0,0,0,0,8,0,0,0,0,6
MSTRG.43,1554,503,1590,1836,456,384,811,2117,1257,694,1557,2141
MSTRG.43|CD99,8224,4262,7875,1052,3921,2468,4059,2377,3741,3680,3623,1257
MSTRG.42,39,19,68,9,29,11,70,26,46,24,29,17
MSTRG.47,1281,2301,1464,1942,788,771,1571,1155,1293,3020,1467,3859
MSTRG.48|PRKX-AS1,0,0,0,0,0,0,4,0,0,0,0,0
MSTRG.47|PRKX,1709,761,3657,657,1198,957,3066,1839,1814,490,1719,334
MSTRG.50,94,84,98,54,44,31,70,80,95,56,97,117
NM_016379|VCX3A,0,1,0,0,0,0,0,0,0,0,0,0
MSTRG.52|NLGN4X,131,19,38,4,20,67,42,26,5,0,0,0
MSTRG.63,2403,794,2467,1950,2547,397,3647,1648,2577,1771,1492,1975
MSTRG.64,0,0,2,12,29,0,48,25,4,0,5,19
MSTRG.62,3,0,0,0,1,0,1,0,0,0,0,5
MSTRG.63|LOC389906,84,0,59,80,77,155,168,76,116,0,219,116
MSTRG.49,59,0,37,37,115,0,88,55,86,42,81,37
NM_013452|VCX,0,3,0,0,0,0,0,0,0,0,0,0
NM_001001888|VCX3B,0,0,0,0,0,0,3,0,2,0,0,0
MSTRG.57|ANOS1,24,6,9,9,20,0,0,17,23,41,0,0
MSTRG.58|PNPLA4,458,377,906,356,247,333,647,279,434,432,297,537
MSTRG.59,41,56,73,16,0,7,45,0,31,24,46,65
MSTRG.60|MIR651,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.61|VCX2,0,1,3,0,0,0,0,0,0,0,0,0
MSTRG.58,35,73,107,135,81,131,100,132,155,75,76,189
MSTRG.55,32,158,210,21,23,28,40,32,13,55,16,84
MSTRG.55|PUDP,2220,2905,4446,2511,2090,2300,3167,2100,2611,2865,2289,4047
MSTRG.56,1845,3341,3676,908,1373,1277,3916,1380,1153,2305,1746,2944
MSTRG.56|STS,0,0,0,2,0,2,0,0,2,0,0,0
MSTRG.56|MIR4767,1,1,1,1,1,1,1,1,1,1,1,1
MSTRG.66|GPR143,0,0,0,0,0,0,0,0,0,2,0,0
MSTRG.67,5,0,0,0,0,0,0,0,0,0,0,0
MSTRG.68|SHROOM2,0,0,0,38,0,0,0,4,0,17,0,0
MSTRG.68,0,0,0,2,0,0,0,0,0,4,0,0
MSTRG.65|TBL1X,2499,1476,1448,577,916,238,947,1452,1065,1329,1465,581
MSTRG.65,1986,731,1903,669,330,538,1315,657,863,0,176,1287
MSTRG.70|CLCN4,414,660,418,131,37,236,605,260,139,49,0,71
MSTRG.69,8,176,98,5,97,46,309,6,7,4,0,16
MSTRG.69|WWC3,1585,4350,6801,1592,1878,1578,3708,2335,1545,1913,244,996
MSTRG.73|HCCS,1751,1695,1630,1247,1497,596,1560,1486,2317,1004,1409,1323
MSTRG.78,0,4,0,2,0,4,0,0,0,0,0,3
MSTRG.79,8,24,10,18,22,9,34,41,72,17,6,33
MSTRG.71|MID1,26,55,20,22,4,14,16,15,22,19,13,48
MSTRG.72,41,52,56,26,19,16,36,41,44,35,34,30
MSTRG.75|AMELX,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.76|MIR548AX,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.74|ARHGAP6,575,1080,684,559,678,286,544,394,790,521,553,934
MSTRG.74,64,8,107,18,28,40,124,48,49,51,31,23
MSTRG.77,2,5,3,20,14,0,5,7,5,5,0,0
MSTRG.80,36,26,44,39,23,5,36,28,40,23,36,16
MSTRG.83|MSL3,2740,4433,5085,3356,3480,1418,4421,2836,4085,2667,3613,3770
MSTRG.83,1495,2260,4169,2634,1848,582,4995,2010,2947,5757,4507,2996
NM_014728|FRMPD4,0,0,0,0,2,0,0,0,0,0,0,0
MSTRG.81,453,724,594,519,570,192,566,711,1336,456,716,694
MSTRG.82,215,101,116,0,2,5,174,6,222,8,2,0
MSTRG.82|PRPS2,3858,6328,5478,3625,4575,1766,5472,4627,5842,2887,4183,4900
NM_016610|TLR8,0,0,0,0,3,4,5,0,0,0,0,0
NM_138636|TLR8,0,3,0,0,0,0,0,0,0,0,0,0
NR_030727|TLR8-AS1,6,4,0,0,3,0,0,0,0,0,0,0
MSTRG.84,3565,1087,3443,1493,3577,2164,3694,3614,4426,2709,1969,1780
MSTRG.84|TLR7,1873,2037,575,1012,655,526,1295,1747,2017,1541,1950,981
MSTRG.87,7,0,0,0,0,0,0,0,0,0,3,0
MSTRG.88,5,4,48,0,0,6,4,0,4,5,4,28
MSTRG.94,8,0,6,0,0,8,0,0,0,0,33,0
NR_046087|GS1-600G8.3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001135995|ATXN3L,2,0,0,2,0,0,0,0,0,2,4,1
MSTRG.97,5,0,0,0,0,0,0,0,0,0,0,0
MSTRG.89,36,15,54,19,25,50,77,15,35,42,19,18
MSTRG.91|FAM9C,0,4,0,3,2,0,4,0,0,2,0,0
MSTRG.92,0,0,10,0,4,3,0,5,11,4,0,0
MSTRG.90,27,31,104,34,27,14,38,9,38,0,52,31
MSTRG.95,16,19,8,40,14,5,38,22,61,36,21,77
NR_045260|LINC01203,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.98,2299,787,1890,1950,1648,412,1320,1515,3129,474,1365,1406
MSTRG.99,0,0,0,0,0,0,0,0,0,0,5,0
MSTRG.100,21,8,101,0,0,9,2,0,7,0,6,15
MSTRG.104|UBE2E4P,386,397,354,235,239,91,383,237,348,210,347,292
NM_001118885|GLRA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001118886|GLRA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171942|GLRA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_002063|GLRA2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.108,0,0,0,18,0,46,0,0,128,52,84,0
MSTRG.107,522,1312,1034,824,529,385,1581,1033,1280,774,705,829
MSTRG.107|FANCB,97,98,38,0,0,0,0,0,39,38,87,35
MSTRG.111,0,0,59,0,0,0,64,27,215,0,68,32
MSTRG.111|ASB9,57,82,129,18,120,10,61,45,90,140,11,15
MSTRG.112,24,80,133,7,19,17,23,29,58,25,21,14
MSTRG.112|PIGA,858,1364,558,650,794,320,1053,825,1392,548,918,1031
MSTRG.86,939,21032,0,0,0,0,0,701,57,0,0,0
MSTRG.86|TMSB4X,424354,398449,571852,237303,350886,199738,346026,284252,450428,263864,302331,260494
MSTRG.114|BMX,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.115,9,23,5,4,44,11,26,22,25,15,12,14
MSTRG.109,207,255,151,168,278,227,492,537,352,332,536,294
MSTRG.110,0,10,20,4,16,0,23,10,34,14,0,0
MSTRG.109|MOSPD2,786,924,373,285,473,80,349,297,990,283,425,579
MSTRG.103|TCEANC,16,54,43,18,0,0,56,64,1,60,6,16
MSTRG.116,3349,3533,2943,1118,1621,913,4063,1079,3401,1619,1865,1769
MSTRG.117,0,6,5,5,5,0,6,3,3,4,0,0
MSTRG.118|TRAPPC2,0,5,0,0,27,0,0,1,0,0,0,471
MSTRG.118,1061,1231,1840,928,921,686,1707,888,998,1063,870,441
MSTRG.119|GPM6B,34,30,55,25,40,5,58,74,42,18,16,15
MSTRG.105|GEMIN8,674,678,1350,811,778,318,1004,874,993,780,691,823
MSTRG.103,165,147,216,137,178,110,197,109,153,118,155,109
MSTRG.116|RAB9A,2445,2862,2319,2330,2555,697,3558,2183,4074,2233,2315,2166
MSTRG.116|OFD1,63,275,45,528,772,508,1018,1397,661,986,527,468
MSTRG.119,71,81,0,26,55,12,150,8,102,48,36,38
MSTRG.105,500,697,631,392,318,281,809,218,732,365,417,477
MSTRG.113|FIGF,0,0,0,0,0,0,0,3,3,0,0,0
MSTRG.113,68,212,107,38,81,7,16,40,117,0,22,45
MSTRG.113|PIR-FIGF,8,5,0,0,7,2,7,12,8,10,10,7
MSTRG.113|PIR,832,1170,937,691,1063,290,633,917,1537,570,1046,1306
MSTRG.120,0,4,0,0,0,1,0,0,0,0,0,0
MSTRG.122,962,921,1373,783,578,491,1827,790,1095,718,1033,912
MSTRG.123|INE2,0,0,0,0,0,0,0,0,0,0,1,1
MSTRG.120|TMEM27,13,0,14,4,12,13,10,16,9,0,0,20
MSTRG.121,25,27,30,35,34,25,77,25,33,17,41,24
MSTRG.122|CA5BP1,20,0,0,0,79,18,20,0,35,0,53,0
MSTRG.122|CA5B,79,284,80,0,150,112,0,0,10,179,0,0
MSTRG.124,771,358,1563,460,452,243,2026,160,970,754,629,739
MSTRG.124|ZRSR2,135,645,198,581,665,312,414,570,70,235,323,295
MSTRG.128,0,0,0,0,5,0,0,0,0,0,6,0
MSTRG.128|GRPR,180,98,54,12,30,48,103,38,43,173,64,26
MSTRG.128|MAGEB17,4,0,4,0,0,0,4,0,4,10,4,0
MSTRG.125|AP1S2,2687,3250,3093,1109,1922,1476,2457,2695,1926,2643,2557,2202
MSTRG.125,1253,2077,1330,630,1233,421,1634,888,1574,1040,1106,884
MSTRG.127,6,3,5,0,0,0,0,0,0,0,0,0
MSTRG.126,10,7,18,11,4,5,18,6,17,8,10,15
MSTRG.138,27,21,5,1,10,2,8,8,9,1,17,5
MSTRG.139|SCML1,252,393,206,90,426,37,722,243,601,267,18,645
MSTRG.139,187,651,326,122,47,28,423,148,482,83,40,185
MSTRG.133|REPS2,28,10,21,23,19,8,29,25,23,5,16,18
MSTRG.134,226,155,164,90,140,78,185,108,179,102,105,106
MSTRG.140|SCML2,18,22,16,20,8,16,10,19,17,6,58,8
NM_001291867|NHS,0,0,0,0,0,2,6,4,4,0,4,0
NM_198270|NHS,0,0,0,0,0,0,0,0,0,0,0,0
NR_039925|MIR4768,0,0,0,0,0,0,0,0,0,0,0,0
NR_046632|NHS-AS1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001291868|NHS,0,0,0,0,0,0,0,0,0,0,0,0
NM_001136024|NHS,10,2,3,0,4,0,0,0,0,0,0,0
MSTRG.142|CDKL5,91,32,60,17,32,42,51,54,86,41,69,98
MSTRG.144|RS1,0,0,2,2,2,2,0,0,2,0,4,9
MSTRG.142,22,0,0,0,2,0,0,0,1,0,0,0
MSTRG.143,232,123,221,169,266,137,207,356,295,151,255,248
MSTRG.131|S100G,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.132,201,250,303,201,0,82,0,0,293,0,0,173
MSTRG.135|TXLNG,1576,2297,2555,1863,1762,1153,3235,1828,2636,1985,1685,1695
MSTRG.135,4,5,18,4,15,0,4,190,13,2,2,237
MSTRG.129,433,45,327,323,393,12,389,288,611,383,435,46
MSTRG.129|CTPS2,893,1750,1130,777,914,564,1378,1106,1508,710,866,1467
MSTRG.130|MIR548AM,1,0,0,0,0,1,0,0,0,0,0,0
MSTRG.132|SYAP1,3001,4519,4623,3045,4321,1517,6269,3896,3807,3458,3935,3391
MSTRG.136,8,6,16,2,5,4,5,5,1,4,3,9
MSTRG.137,520,600,572,546,722,137,534,707,909,332,704,389
MSTRG.137|RBBP7,7967,9711,8949,5523,7072,3435,8546,7749,9592,6381,6578,7261
MSTRG.146,0,14,12,0,18,0,0,16,14,10,0,11
MSTRG.147|PPEF1-AS1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.146|PPEF1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.149,1244,185,1725,866,641,359,1534,682,1778,245,775,1270
MSTRG.151|ADGRG2,79,6,35,18,41,0,41,20,41,6,5,0
MSTRG.152,0,6,5,0,0,0,0,0,0,0,0,0
MSTRG.145,3,0,0,0,0,0,2,0,0,8,0,0
MSTRG.148|PHKA2-AS1,14,17,25,10,11,2,27,11,36,17,18,6
MSTRG.150,1,1,1,1,1,1,1,1,0,0,1,1
MSTRG.149|PHKA2,667,1707,851,286,575,553,548,544,295,946,725,374
MSTRG.153|PDHA1,5225,5720,6248,3921,4217,2285,5521,4486,7150,3038,4308,4903
MSTRG.153,0,38,95,0,0,0,0,0,0,0,0,0
MSTRG.154|MAP3K15,19,32,46,14,10,7,21,21,0,0,26,28
MSTRG.156,91,167,132,260,418,0,759,165,55,315,68,275
MSTRG.157,0,0,0,0,0,0,10,0,11,0,6,0
MSTRG.156|CXorf23,397,550,285,0,0,163,0,188,481,0,391,101
MSTRG.158,18,0,12,0,9,2,22,3,6,6,4,14
MSTRG.159|LOC729609,3,0,2,0,0,0,0,0,0,0,0,0
MSTRG.160|MAP7D2,392,1687,0,123,484,82,639,437,821,414,790,1914
MSTRG.160,74,227,911,13,45,13,117,54,182,49,117,454
MSTRG.161|MIR23C,0,2,0,0,1,0,0,0,2,0,3,0
MSTRG.162,15,8,18,405,8,9,555,0,644,301,24,12
MSTRG.163|SCARNA9L,0,3,4,8,4,0,13,4,7,26,0,4
MSTRG.164|EIF1AX-AS1,0,0,0,0,0,0,4,0,3,0,0,0
MSTRG.162|EIF1AX,4307,6209,7622,6516,6077,3144,9476,6565,6731,6073,5230,7058
MSTRG.155|SH3KBP1,5282,9970,10846,8977,13726,6894,7923,17044,4754,5861,15340,16209
MSTRG.155,13404,11325,10368,3816,1977,824,13859,1648,14854,8366,3256,1579
NM_014332|SMPX,0,0,0,0,0,0,0,0,0,0,0,0
NR_045617|SMPX,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.166|CNKSR2,117,185,266,180,266,33,617,201,580,200,386,184
MSTRG.166,0,389,0,0,0,0,1,0,10,10,5,0
MSTRG.165,1938,1409,951,755,1192,372,1472,2327,959,435,826,775
MSTRG.165|RPS6KA3,2767,3724,3244,1366,1839,1429,2925,1247,3834,2703,2750,3129
MSTRG.178,23,36,56,64,38,3,197,120,52,21,254,31
MSTRG.178|PRDX4,2186,2219,2942,2456,2300,729,2182,3125,2490,1896,3477,2305
MSTRG.172,312,150,9,24,155,76,162,100,251,91,281,16
MSTRG.174,181,4250,2404,3273,3624,1583,82,99,4682,87,206,306
MSTRG.175,0,0,0,0,0,0,0,0,0,0,1,0
MSTRG.176|PHEX,25,56,51,8,24,0,19,62,53,10,0,11
MSTRG.177|PHEX-AS1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.172|MBTPS2,989,1550,1049,602,773,518,1131,873,1347,775,989,1023
MSTRG.172|YY2,28,34,140,95,24,11,55,18,36,15,19,89
MSTRG.173,3,4,2,0,3,1,0,0,8,0,0,0
MSTRG.174|SMS,5743,3958,4911,2567,2410,939,7712,5840,3251,4223,4818,4708
MSTRG.181,28,53,45,35,38,21,53,94,51,17,31,49
MSTRG.182,987,1910,1958,1212,885,375,1594,1431,2441,1106,1980,1513
MSTRG.180,55,54,69,41,65,0,48,0,70,50,63,41
MSTRG.182|ACOT9,948,344,198,311,981,130,285,287,633,209,74,413
MSTRG.168|PTCHD1-AS,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.169|ZNF645,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.170|DDX53,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.171,534,709,384,522,760,141,480,2434,337,298,242,634
MSTRG.179,20,24,10,24,23,15,19,39,23,7,6,21
MSTRG.183|SAT1,3785,3527,5515,3614,3445,1552,3278,4667,4345,2974,5191,3681
MSTRG.183,152,232,317,305,98,42,178,94,143,57,116,73
MSTRG.185,296,309,318,284,277,79,257,267,449,207,303,199
MSTRG.187|CXorf58,10,7,0,6,6,2,5,0,7,0,3,2
MSTRG.185|APOO,363,548,516,514,622,195,512,541,1051,271,400,411
MSTRG.186,68359,81594,89112,52427,46675,29721,39053,74857,65169,44395,63889,72000
MSTRG.189,17,6,4,0,4,6,0,4,3,0,0,9
MSTRG.191|ZFX-AS1,0,0,5,0,0,2,0,0,0,0,0,0
MSTRG.192|ZFX,1009,197,2710,1885,1299,822,1834,22,1359,1327,560,2083
MSTRG.192,1140,2291,110,137,207,417,1862,1326,586,891,1260,54
MSTRG.184,0,0,0,0,0,0,1256,0,1199,0,0,0
MSTRG.188,3217,3281,3769,3625,2928,2115,5876,5577,9987,3435,2668,2287
MSTRG.184|KLHL15,1585,1673,1107,542,905,512,0,1096,70,922,1059,1235
MSTRG.188|EIF2S3,15404,19591,27012,19536,14804,9991,23431,10406,16852,15533,13550,20863
MSTRG.190,12117,8161,12383,3627,2568,3367,4819,3919,3813,2139,8783,4690
MSTRG.195|PCYT1B,14,22,12,12,0,0,4,6,12,8,34,19
MSTRG.196|PCYT1B-AS1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.193,0,0,0,0,0,0,0,0,5030,64,0,0
MSTRG.193|PDK3,6161,7972,4553,4091,4296,1961,6352,4881,2219,3923,3844,6643
MSTRG.194,5,2,3,2,2,0,2,2,5,0,3,1
NM_139058|ARX,0,0,6,2,0,0,2,0,0,0,0,4
MSTRG.197,91,109,146,163,128,64,191,100,280,73,109,167
MSTRG.198,5,17,9,14,49,12,17,17,31,40,7,76
MSTRG.199,17,10,61,12,20,10,37,10,17,11,18,24
MSTRG.201,14,17,6,7,9,3,11,22,38,10,10,17
MSTRG.200,95,54,40,163,55,25,136,38,89,84,17,57
NM_177415|MAGEB1,0,0,0,0,0,0,0,0,0,0,0,0
NM_177404|MAGEB1,0,0,0,0,0,0,0,0,0,0,0,0
NM_002367|MAGEB4,3,2,0,2,2,0,0,0,2,0,0,0
NM_002363|MAGEB1,3,4,0,0,0,0,0,0,10,0,0,4
MSTRG.203|SCARNA23,0,0,0,0,0,0,2,0,0,0,0,2
MSTRG.202,2794,3859,3037,1507,1931,1517,3879,2791,4274,2341,2931,3851
MSTRG.202|POLA1,941,1463,699,627,984,84,1501,408,569,613,0,9
MSTRG.204,7482,6956,11822,5418,5328,3095,6408,6230,7535,4206,6784,7193
MSTRG.209,36,420,80,79,349,213,151,346,103,219,103,148
MSTRG.208,145,141,197,104,104,54,92,130,112,83,99,167
MSTRG.210,1591,1926,3309,896,1747,910,2713,1809,1302,2064,1664,1501
MSTRG.210|CXorf21,1344,1351,2362,404,1074,526,1871,1178,942,1488,1072,978
MSTRG.212|GK,115,1291,1190,499,1706,393,991,1223,2071,860,245,929
MSTRG.212,1148,457,97,339,11,8,886,111,134,184,703,16
MSTRG.211,938,510,1674,1067,488,211,543,365,165,1541,249,615
MSTRG.211|TAB3,1503,2224,0,0,1146,609,2037,1299,2587,0,1827,1302
MSTRG.205|IL1RAPL1,0,0,0,0,0,0,0,0,2,0,0,0
MSTRG.207|MIR4666B,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.206,113,179,103,55,108,81,157,117,75,87,129,221
MSTRG.213,3,6,6,7,10,4,8,4,18,6,4,4
NM_001173486|PRRG1,0,0,0,0,0,0,0,0,0,0,0,0
NM_000950|PRRG1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001142395|PRRG1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001173489|PRRG1,0,2,0,0,0,0,0,0,3,0,0,0
NM_001173490|PRRG1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001170331|LANCL3,0,0,0,0,0,0,0,0,0,0,0,0
NM_198511|LANCL3,0,5,5,0,0,0,0,0,0,0,0,0
NM_152632|CFAP47,0,0,0,0,0,0,0,0,0,0,0,0
NM_001304548|CFAP47,0,0,0,0,0,0,0,0,0,0,0,0
NR_110412|RP11-87M18.2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.215,0,0,0,0,35,0,0,0,3,0,37,9
MSTRG.215|DYNLT3,720,1239,587,731,920,237,934,917,1278,626,946,757
MSTRG.217|SRPX,9,0,12,8,18,0,14,5,23,7,25,9
NM_001163335|SYTL5,0,0,0,0,6,0,0,0,0,4,8,0
NM_138780|SYTL5,0,0,0,0,0,0,0,0,0,0,0,0
NR_039674|MIR548AJ2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001163334|SYTL5,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.214,120,177,112,0,2,0,3,112,137,0,75,97
MSTRG.214|CYBB,6777,6269,8968,2747,6010,3341,7556,4683,6865,4635,4723,4394
MSTRG.219,80,93,59,0,78,19,91,21,352,207,109,0
MSTRG.219|RPGR,200,422,198,221,292,125,482,269,84,144,332,376
MSTRG.218|TSPAN7,30,6,6,0,9,0,4,4,8,4,9,0
MSTRG.227,0,0,0,0,0,0,0,0,5,0,0,0
MSTRG.228,13,6,4,11,5,0,0,6,0,0,3,2
MSTRG.225,389,2405,616,98,1547,360,3363,144,5667,3384,153,139
MSTRG.225|MID1IP1,2702,561,3506,4833,2793,469,3014,3204,0,0,2938,3135
MSTRG.226,13,40,6,19,13,0,30,8,39,17,6,12
MSTRG.226|MID1IP1-AS1,38,56,31,10,7,7,18,22,21,11,26,26
MSTRG.220,42,313,35,121,254,4,355,279,230,22,412,289
MSTRG.220|DMD,2730,4398,1544,654,2972,786,2654,1639,4493,1708,1171,2944
MSTRG.221|MIR3915,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.222|MIR548F5,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.223,73,249,151,260,286,101,339,179,183,111,150,163
MSTRG.230,6,9,7,3,9,0,8,0,0,7,7,0
MSTRG.231,82,48,128,65,40,23,51,63,29,14,126,42
MSTRG.233|MIR1587,0,0,0,0,0,0,0,0,0,0,2,0
MSTRG.232,29205,15860,19694,5737,4009,3437,11630,11283,6209,4877,15026,17017
NR_110386|LOC101927476,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.234,764,683,1624,165,640,501,1163,783,505,739,1616,928
MSTRG.234|BCOR,2133,1617,1334,1252,1096,675,1191,683,1272,675,907,892
MSTRG.235,3,0,9,0,2,6,0,0,0,0,0,0
NR_027761|LOC100132831,2,2,1,2,0,1,2,1,3,2,1,3
MSTRG.238,89,86,91,16,15,34,23,20,22,41,42,73
MSTRG.239,2971,1540,2648,3683,14902,752,2919,1638,1785,1135,7827,1381
MSTRG.236,1087,677,1193,200,290,1339,250,488,665,2475,900,254
MSTRG.241,985,1254,1198,1210,726,1535,2959,1496,3795,2254,308,1524
MSTRG.242,0,0,6,0,0,0,0,0,0,0,0,0
MSTRG.237,345,21,2595,208,159,29,81,96,5,0,58,282
MSTRG.237|ATP6AP2,5455,4853,1294,2691,4013,1744,3626,3972,5446,2613,4874,3336
NM_001195522|MPC1L,2,0,0,0,0,0,0,0,0,0,0,0
MSTRG.236|CXorf38,1638,2126,2444,1593,1516,0,2544,1717,2669,0,1425,3104
MSTRG.241|MED14,4885,4820,4210,2075,3306,1032,5283,2447,3794,2679,3300,3417
MSTRG.242|MED14OS,23,47,10,24,30,6,27,20,39,9,9,26
MSTRG.244,0,3,0,0,0,0,2,0,0,1,0,8
MSTRG.245,0,0,0,0,0,0,4,0,0,1,1,0
MSTRG.240,156,199,158,84,131,101,172,183,140,140,127,100
MSTRG.243,4812,4799,3999,3969,5382,2020,10607,5229,4453,3251,4053,7298
MSTRG.243|USP9X,8716,9322,7225,1975,1895,4078,2898,3218,8041,6883,4763,4670
MSTRG.248,7,10,34,3,4,4,18,8,6,8,11,0
MSTRG.249,1757,1528,2286,1413,1195,629,1531,1345,1537,1086,1427,1380
MSTRG.246,3420,3540,4236,3335,3475,1085,4554,2827,4103,3885,2108,2275
MSTRG.246|DDX3X,15695,14687,19283,9014,10195,8349,21149,11834,15807,12926,13357,14773
MSTRG.247,12,9,17,4,3,8,18,0,8,8,16,15
MSTRG.250,5,26,6,9,15,11,64,15,19,7,34,12
MSTRG.251|LOC101927501,0,0,0,0,0,0,3,0,0,0,0,0
MSTRG.251,0,0,0,0,0,0,3,0,0,0,0,0
MSTRG.252,32,52,33,33,38,17,39,27,27,17,44,26
NM_000240|MAOA,0,0,0,0,0,0,0,0,0,0,0,0
NM_001270458|MAOA,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.255|CASK,255,177,355,0,338,0,557,48,611,97,0,162
MSTRG.255,1216,1588,1290,579,1360,262,1791,1137,2127,1202,1801,864
MSTRG.257|GPR34,147,62,101,24,201,25,113,62,123,41,9,7
MSTRG.256,1300,1340,1332,843,1160,474,1491,1011,1234,948,1340,931
MSTRG.258|GPR82,185,43,104,32,119,41,119,79,145,35,28,14
MSTRG.253|EFHC2,0,39,0,0,8,0,22,0,9,17,0,0
MSTRG.254,6,26,5,0,0,1,52,0,4,0,16,41
MSTRG.254|FUNDC1,672,857,897,549,614,270,808,737,963,590,617,813
MSTRG.259,1351,1006,1563,929,893,534,886,976,811,993,768,1119
MSTRG.263,5,8,0,0,6,0,6,0,15,8,0,0
MSTRG.261|MIR221,5,10,3,1,5,2,10,2,8,2,2,3
MSTRG.262|MIR222,3,1,0,1,0,1,1,0,0,0,0,1
NM_024689|CXorf36,0,0,0,0,0,0,0,0,0,0,0,0
NM_176819|CXorf36,5,0,0,0,0,0,0,0,0,0,0,0
NM_022076|DUSP21,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.260|KDM6A,1433,658,1499,1110,416,938,1264,853,1032,1356,723,832
MSTRG.260,587,1387,1440,498,825,405,2099,633,832,1181,1031,1813
MSTRG.265|RP2,1195,1089,942,454,725,486,892,956,1288,576,661,849
NR_046101|LINC01545,7,0,0,0,0,0,0,0,0,0,0,0
NM_001282848|RGN,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282849|RGN,0,0,0,0,0,0,0,0,0,0,0,0
NM_004683|RGN,0,0,0,0,0,0,0,0,0,0,0,0
NM_152869|RGN,9,0,0,0,0,0,0,0,0,0,0,0
MSTRG.266,5,26,5,0,145,0,10,3,795,0,0,0
MSTRG.266|JADE3,1557,1600,1384,790,1037,269,1222,751,1478,569,344,673
MSTRG.268,211,160,169,97,141,53,257,177,168,85,75,104
MSTRG.269,33,210,20,153,191,88,122,52,100,146,203,223
MSTRG.270,0,4,2,2,2,0,1,0,2,6,8,3
MSTRG.269|ZNF674,197,0,179,0,0,8,193,165,138,0,0,0
MSTRG.271,175,127,172,8,62,72,99,126,154,69,49,105
MSTRG.272,6482,4881,5371,2697,2781,2487,5622,3557,4363,3588,3477,3898
MSTRG.272|SLC9A7,3989,2640,3438,1085,1927,1671,3732,1677,3004,1887,2398,2927
MSTRG.264,3723,2242,3466,1977,1205,1047,1912,1766,1669,1325,1869,2495
MSTRG.268|KRBOX4,495,598,459,354,376,208,449,288,507,309,583,423
MSTRG.271|ZNF674-AS1,128,186,186,87,106,71,181,116,166,74,140,145
MSTRG.271|CHST7,190,148,193,332,458,94,593,423,332,151,400,513
MSTRG.273,22,7,11,15,9,0,23,16,23,4,14,10
MSTRG.267,32,17,26,11,7,11,19,13,10,0,25,19
MSTRG.274|NDUFB11,3608,2919,4546,3720,3013,1536,3465,3142,4184,2142,3569,3792
MSTRG.275,703,482,193,61,103,86,368,24,820,238,260,344
MSTRG.275|RBM10,4696,3303,6038,4063,4192,2230,5988,3831,5319,2943,3820,3878
MSTRG.276,32,12,33,17,10,9,18,20,10,6,8,7
MSTRG.277|USP11,2751,3691,4964,2701,2937,1726,4262,2719,3760,2873,2821,2445
MSTRG.277,1556,13,210,46,203,39,296,8,12,142,18,208
MSTRG.278,352,250,1895,276,236,155,320,1487,1323,185,257,347
MSTRG.280|SNORA11C,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.281,0,5,0,0,0,0,15,0,3,0,0,0
MSTRG.282,1130,1219,480,583,808,489,1120,847,563,580,586,821
MSTRG.282|ZNF41,0,0,507,0,0,0,240,0,522,169,328,60
MSTRG.283|LINC01560,0,0,0,2,10,0,6,13,0,1,5,3
MSTRG.279|ZNF157,3,3,5,2,2,5,2,6,4,0,3,9
MSTRG.284,2517,1225,2539,236,860,566,962,451,841,459,899,1707
MSTRG.285,0,11,12,0,0,0,9,0,0,0,0,0
MSTRG.286,242,429,1613,1419,1821,19,2489,416,1342,2188,602,174
MSTRG.286|CDK16,3538,2579,3074,1254,480,1664,1291,1861,2614,0,1802,3022
MSTRG.284|UBA1,21547,18310,29120,19372,17391,11639,26420,13625,22614,15593,14427,16419
MSTRG.284|INE1,58,67,64,19,29,27,77,19,70,38,67,32
MSTRG.290,4235,2844,4366,3426,3019,1536,4367,2420,4339,2177,2854,3137
MSTRG.290|ARAF,85,92,93,47,61,13,104,48,79,62,86,89
MSTRG.291|SYN1,71,88,34,85,55,14,123,19,105,14,0,85
MSTRG.291,2,0,0,0,4,0,18,0,7,1,0,5
MSTRG.293|MIR4769,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.292|TIMP1,5766,2365,2874,2086,2479,1542,2896,1485,4452,1503,1598,2966
MSTRG.292,32,16,35,5,34,10,16,12,65,9,9,0
MSTRG.287|CFP,0,0,4,617,258,0,426,163,672,0,58,280
MSTRG.289|ELK1,4052,3633,4232,3179,3517,1553,4045,3019,5137,2074,3473,3704
MSTRG.287,257,46,135,2,2,78,2,1,78,126,0,4
MSTRG.288,63,43,39,57,55,11,64,37,62,17,28,47
MSTRG.295,202,146,554,254,127,54,234,183,440,111,412,121
MSTRG.295|UXT,3846,3786,4603,3552,2898,1646,3122,3458,3600,2493,3232,4183
MSTRG.296|UXT-AS1,17,6,14,5,13,8,12,9,5,10,3,11
MSTRG.296,1,1,0,6,0,0,0,0,0,0,0,0
NM_205856|SPACA5,0,2,0,0,0,0,0,0,0,0,0,0
NM_001079900|SPACA5B,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.297,0,0,0,0,0,0,4,0,0,0,0,0
MSTRG.302|ZNF630-AS1,0,3,0,0,0,0,0,0,0,0,0,0
MSTRG.303,15,45,83,0,0,0,3,0,2,38,0,13
MSTRG.303|ZNF630,151,147,77,89,95,55,132,126,86,28,153,104
MSTRG.304,0,0,4,0,0,5,0,0,4,0,8,0
MSTRG.298,503,1099,245,164,663,439,1001,362,575,383,631,628
MSTRG.300,443,533,363,409,500,313,293,508,441,360,536,303
MSTRG.301|SPACA5,0,2,0,0,0,0,0,0,0,0,0,0
MSTRG.301|SPACA5B,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.294,22,15,11,14,4,4,11,34,36,4,3,39
MSTRG.298|ZNF81,619,0,372,218,0,0,1,141,564,195,0,0
MSTRG.299,50,55,44,27,53,15,38,12,69,10,30,28
MSTRG.300|ZNF182,300,280,213,0,50,54,483,88,189,95,19,231
MSTRG.314|SUV39H1,1863,1529,2188,1086,1084,762,1377,1188,1448,952,1079,1346
MSTRG.314,149,180,323,314,216,88,432,123,182,258,141,90
NM_181532|ERAS,3,0,0,0,0,0,0,0,0,0,0,0
NM_001080489|GLOD5,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.318,2829,1439,2549,792,657,801,1689,1273,2627,1153,2192,1479
MSTRG.318|HDAC6,0,1037,791,946,1384,327,1566,680,677,770,235,803
MSTRG.315,448,563,626,359,383,185,510,480,512,363,335,415
MSTRG.316|GATA1,3,0,0,0,0,0,3,0,3,0,0,0
MSTRG.305|SLC38A5,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.305,2960,2356,4524,3204,2955,1559,3920,2695,3923,1602,3026,2554
MSTRG.306|FTSJ1,1217,982,1440,1180,870,503,1411,1242,1167,609,826,1208
MSTRG.308|PORCN,37,258,294,185,56,222,355,283,53,239,176,185
MSTRG.309,440,409,1359,1690,751,264,755,610,765,839,198,992
MSTRG.310,368,482,404,194,379,238,585,9,627,364,705,297
MSTRG.311,1946,3074,4886,1461,1521,477,1727,1682,2197,1390,1979,1812
MSTRG.312|WDR13,1615,746,1645,820,507,658,979,816,1122,503,863,1021
MSTRG.312,364,521,208,746,1006,78,854,594,1469,421,751,911
MSTRG.313,400,869,3131,2038,356,1752,4792,729,833,293,403,764
MSTRG.306,1257,1599,1511,1344,1358,569,1641,1045,1824,875,1620,1065
MSTRG.307,4,5,16,1,8,4,10,25,8,5,7,8
MSTRG.308,591,185,482,304,375,47,213,74,734,43,200,268
MSTRG.309|EBP,4567,3428,4554,1116,2005,2229,2071,2378,2860,1368,3039,2442
MSTRG.310|TBC1D25,1766,1004,1450,775,558,512,637,927,502,388,448,886
MSTRG.311|RBM3,16954,27546,14601,13363,11083,5249,13511,15859,17133,10552,14786,17509
MSTRG.313|WAS,5321,3693,4163,2101,4028,951,1295,2315,4280,3197,3974,3482
MSTRG.327,5,0,2,207,25,0,161,10,230,157,25,100
MSTRG.327|CCDC120,289,231,290,29,225,100,184,198,0,0,290,129
MSTRG.329,406,811,994,913,727,227,791,758,757,378,431,544
MSTRG.329|WDR45,607,287,342,140,30,208,236,39,80,101,803,291
MSTRG.329|PRAF2,307,139,400,155,158,150,282,83,242,87,193,96
MSTRG.330,2,4,2,0,2,0,3,0,0,0,0,0
MSTRG.331,69,97,123,38,59,28,164,62,91,21,52,49
MSTRG.332,19,23,38,4,2,7,31,5,21,9,14,11
MSTRG.328|GPKOW,1556,1419,1623,1080,1183,541,1463,1150,2087,850,1121,1166
MSTRG.319,10,11,72,4,7,5,38,25,15,104,22,23
MSTRG.320|PQBP1,1984,1816,3190,1366,1653,971,1641,1218,2346,1328,1612,1599
MSTRG.321,361,635,869,1050,533,0,402,580,1321,1621,448,845
MSTRG.321|SLC35A2,860,239,225,858,838,387,620,569,1000,460,504,660
MSTRG.323,1864,2044,3040,2683,2720,927,901,2443,1976,1138,1290,1853
MSTRG.322,0,0,8,0,0,0,0,7,0,0,0,0
MSTRG.319|TIMM17B,1996,1359,2591,1875,1593,781,1719,1365,2355,975,1710,1684
MSTRG.320,774,219,313,682,195,75,643,424,303,147,392,229
MSTRG.321|PIM2,5978,7788,11748,16424,7460,3722,6447,6641,8418,4070,11505,7324
MSTRG.323|OTUD5,2188,1250,1334,882,788,767,3402,611,2617,1102,1882,1609
MSTRG.322|KCND1,151,132,119,54,63,58,89,65,77,37,67,74
MSTRG.326|GRIPAP1,4656,2993,1117,2357,2918,1433,2267,2422,3537,1647,3222,2602
MSTRG.326,17,57,2973,20,12,0,1479,46,454,585,33,15
MSTRG.324,9,6,17,6,4,0,14,5,7,5,4,4
MSTRG.325|TFE3,2695,2038,2321,2051,1858,1092,2481,1925,2696,1663,2664,2350
MSTRG.325,237,165,379,15,44,32,79,37,84,39,61,152
MSTRG.336,0,0,1,0,0,0,0,0,0,0,0,0
MSTRG.337|SYP-AS1,0,0,2,0,0,0,0,0,0,0,0,0
MSTRG.336|SYP,40,31,114,30,47,32,37,33,61,22,30,36
MSTRG.333|MAGIX,2,11,12,0,31,11,1,2,6,6,11,33
MSTRG.333,66,34,36,26,3,0,53,18,46,13,26,16
MSTRG.334,0,0,0,0,0,0,328,0,0,0,0,0
MSTRG.335,3,444,373,2,55,0,78,4,95,25,8,65
MSTRG.334|PLP2,4901,3853,5797,2138,2648,1742,3702,3434,3321,2695,4370,4070
MSTRG.335|PRICKLE3,1290,381,747,955,1011,561,1220,867,1549,625,1231,1280
NM_001098413|GAGE10,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098405|GAGE12F,0,0,0,0,0,0,0,0,0,0,0,0
NM_001127199|GAGE12D,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098408|GAGE12C,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098410|GAGE12H,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098418|GAGE12E,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098409|GAGE12G,0,0,0,0,0,0,0,0,0,0,0,0
NM_001127345|GAGE12B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001474|GAGE4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001476|GAGE6,0,0,0,0,0,0,0,0,0,0,0,0
NM_001475|GAGE5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001477|GAGE12I,0,0,0,0,0,0,0,0,0,0,0,0
NM_021123|GAGE7,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.339|PPP1R3F,145,143,134,128,186,40,212,164,199,101,143,184
MSTRG.339,43,22,63,65,71,14,112,26,61,29,45,52
NM_001127212|GAGE2A,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098411|GAGE2B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001472|GAGE2C,0,0,0,0,0,0,0,0,0,0,0,0
NM_001040663|GAGE1,0,0,0,0,0,0,0,0,0,0,0,0
NR_102272|GAGE1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.338,70,70,104,59,5,24,44,4,144,3,18,26
MSTRG.340|USP27X-AS1,68,45,82,31,48,15,49,33,67,29,43,70
MSTRG.341|USP27X,163,155,134,42,83,58,166,94,99,82,116,106
MSTRG.342|CACNA1F,14,60,0,22,4,0,25,0,33,0,0,38
MSTRG.342,0,0,0,0,5,0,2,0,7,0,0,0
MSTRG.343,167,16,390,279,30,1,25,16,100,196,23,287
MSTRG.343|CCDC22,1507,1283,1754,947,1240,723,1511,1013,1584,658,1111,1263
MSTRG.344|FOXP3,15,11,27,13,11,12,24,5,16,0,14,9
MSTRG.344,1,0,3,0,2,0,8,0,1,0,0,0
NM_001098406|GAGE12J,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098407|GAGE2D,0,0,0,0,0,0,0,0,0,0,0,0
NM_001098412|GAGE13,0,0,0,0,0,0,0,0,0,0,0,0
NM_001127200|GAGE2E,0,0,0,0,0,0,0,0,0,0,0,0
NM_012196|GAGE8,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.345,0,7,0,0,0,0,0,0,0,0,0,0
MSTRG.345|CCNB3,33,44,13,8,11,6,19,13,30,9,34,18
MSTRG.347|CLCN5,505,547,338,248,292,155,520,265,832,298,275,442
MSTRG.348|MIR532,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.349|MIR188,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.350|MIR500A,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.351|MIR362,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.352|MIR501,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.353|MIR500B,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.354|MIR660,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.355|MIR502,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.356,2,1,5,0,0,0,7,5,3,0,0,1
MSTRG.347,2,1,87,1,0,0,0,0,1,0,0,2
NR_027121|SHROOM4,0,0,0,0,0,0,0,0,0,0,0,0
NM_020717|SHROOM4,6,0,0,0,0,0,2,3,0,3,0,0
MSTRG.346|GSPT2,1213,1061,1221,798,1036,504,1100,889,1250,760,1254,884
MSTRG.357,14,19,16,6,16,7,16,13,29,12,20,30
MSTRG.359,0,0,0,0,0,0,1,0,0,0,4,0
MSTRG.360,205,265,169,78,129,52,223,193,214,129,295,130
MSTRG.361,949,1244,1382,699,759,446,1361,662,1509,526,872,848
MSTRG.361|FAM156A,0,0,12,23,16,4,36,14,0,0,29,21
MSTRG.361|FAM156B,138,6,0,21,0,0,11,0,33,0,5,5
MSTRG.363,0,0,5,0,0,0,4,0,3,0,3,0
MSTRG.364|MAGED4B,35,7,0,0,0,0,0,0,0,0,0,0
MSTRG.362|MAGED4,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.362|SNORA11E,0,1,0,0,0,0,0,0,0,0,0,0
MSTRG.362|MAGED1,5768,8559,8962,8097,3079,1724,6231,4682,7904,4122,7791,5645
MSTRG.362,4042,157,1018,782,3249,1858,1679,1337,1752,736,129,1367
MSTRG.364|MAGED4,15,1,7,6,4,2,2,4,4,3,4,2
MSTRG.364|SNORA11D,1,1,0,0,0,0,0,0,0,0,0,0
MSTRG.362|MAGED4B,53,12,8,4,4,2,2,3,4,3,8,3
MSTRG.366|FAM156A,566,669,621,192,273,239,617,356,435,158,364,363
MSTRG.366,484,380,617,403,411,136,509,247,803,355,358,394
MSTRG.366|FAM156B,16,0,0,84,0,0,49,0,126,0,56,7
MSTRG.365,52,0,0,4,76,0,4,0,38,0,13,1
MSTRG.365|TSPYL2,1424,1517,1590,1212,1163,412,1770,1055,1724,827,1486,1306
MSTRG.370|IQSEC2,13,64,17,11,0,0,10,0,28,0,0,0
MSTRG.367,446,727,509,421,468,155,743,446,826,387,510,447
MSTRG.368,23,30,28,13,16,12,60,23,22,5,10,24
MSTRG.371|KDM5C,2411,234,4827,1002,1617,1600,1908,1408,2060,852,1437,1332
MSTRG.372|MIR6895,0,0,1,0,0,1,0,0,1,0,1,0
MSTRG.367|KANTR,41,23,45,14,56,8,91,0,0,28,37,15
MSTRG.371,5776,5997,8780,5273,2464,3632,8351,2383,4294,5501,3606,8155
MSTRG.371|MIR6894,3,2,4,4,3,3,7,1,6,5,7,5
MSTRG.373,1094,221,1785,948,520,269,1389,598,1247,632,727,686
MSTRG.373|MIR6857,0,0,0,0,0,0,0,0,0,2,0,1
MSTRG.375|RIBC1,30,24,32,17,24,9,24,27,27,12,18,22
MSTRG.376,65,168,172,41,7,73,52,0,20,0,87,13
MSTRG.369,10,0,22,9,0,0,13,0,8,9,0,7
MSTRG.373|SMC1A,14590,15124,21749,7549,9232,9616,20693,9221,13029,14155,8747,16549
MSTRG.374,3,4,5,0,0,0,2,0,0,8,0,7
MSTRG.376|HSD17B10,4513,3345,5256,3450,3755,1676,3758,2797,5979,2219,2924,3502
MSTRG.378,0,0,0,0,0,0,0,0,0,0,0,5
MSTRG.379,41,59,58,45,78,29,39,79,130,47,44,69
MSTRG.380,86,116,115,57,80,35,89,129,131,68,129,79
MSTRG.384|FAM120C,372,473,172,298,568,227,810,366,249,51,370,289
MSTRG.384,12,0,406,0,3,8,60,0,265,265,6,0
MSTRG.386|WNK3,48,26,37,8,22,5,37,18,59,16,19,9
MSTRG.385,6,3,0,1,0,4,0,0,0,0,2,2
MSTRG.381,1591,466,1680,1062,713,603,1581,1023,1871,997,346,897
MSTRG.381|PHF8,2307,2748,2231,754,1835,867,2207,1296,2092,1206,2402,1551
MSTRG.382,306,582,397,924,55,133,153,46,500,254,141,115
MSTRG.382|TSR2,3023,1755,3462,1020,2511,1052,2500,2092,2444,1718,2119,1864
MSTRG.383|FGD1,5,0,8,0,0,0,0,3,0,0,0,0
MSTRG.388,950,333,1123,687,189,45,1966,100,1370,201,329,391
MSTRG.387,2,1,0,1,6,0,5,1,7,0,0,0
MSTRG.388|GNL3L,3768,3341,3391,4292,4712,1893,5587,2177,2279,1978,2285,1954
MSTRG.390|TRO,76,1,80,0,4,14,180,292,72,76,0,124
MSTRG.390,659,730,446,205,151,189,365,740,835,299,213,492
MSTRG.392|PFKFB1,17,16,31,23,15,12,26,15,30,19,11,15
MSTRG.392,0,0,13,6,4,0,13,16,0,0,11,0
MSTRG.389|MAGED2,2944,1985,2561,1528,1873,1239,1930,2302,1851,1626,2614,1964
MSTRG.389,956,320,435,429,360,219,341,439,465,289,474,400
MSTRG.389|SNORA11,3,0,5,0,1,0,5,4,4,1,3,3
MSTRG.406,41119,39726,37280,20638,16608,16320,40529,17589,41942,29090,20415,28234
MSTRG.406|HUWE1,0,0,0,436,9583,0,4288,3303,7594,0,4523,4870
MSTRG.407|MIR98,0,0,0,0,0,0,2,0,0,0,1,0
MSTRG.406|MIRLET7F2,0,0,0,0,0,0,2,0,0,0,0,0
MSTRG.397|MTRNR2L10,1,2,2,2,0,1,0,0,2,4,2,2
MSTRG.394|ALAS2,0,0,0,0,0,0,0,0,0,0,0,6
MSTRG.395,0,6,0,0,0,0,0,0,0,0,0,0
MSTRG.396|PAGE2B,0,0,6,0,0,0,0,0,0,0,0,0
MSTRG.396,4,1,6,0,0,0,0,0,0,0,0,0
MSTRG.399|FAM104B,247,402,322,310,262,122,405,428,389,268,293,298
MSTRG.391|APEX2,3343,3110,4039,2437,2298,1396,3295,2296,3532,2029,2131,2487
MSTRG.398|MAGEH1,740,672,962,869,735,341,812,759,1031,515,887,600
MSTRG.400|USP51,123,181,162,86,0,0,292,48,298,176,0,114
MSTRG.400,47,3,0,0,175,45,0,114,0,0,91,5
MSTRG.401,350,426,345,365,383,155,454,352,732,253,347,301
MSTRG.401|RRAGB,288,141,153,53,108,50,156,81,136,122,53,20
MSTRG.402,118,85,91,49,65,8,93,74,33,6,47,49
MSTRG.403,120,97,75,90,144,29,183,157,199,97,149,64
MSTRG.405,291,174,435,0,203,76,124,406,404,154,8,211
MSTRG.405|KLF8,683,384,62,200,252,329,480,9,411,142,229,307
MSTRG.404|UBQLN2,2417,2693,2614,2187,2567,1101,3902,2466,3704,1939,2392,2448
MSTRG.414,0,0,1,0,6,0,1,0,0,2,0,1
MSTRG.411,1149,295,284,199,237,120,256,265,400,214,264,216
MSTRG.411|LINC01420,501,1256,1144,897,977,523,1136,986,1559,945,1028,1084
MSTRG.412|UQCRBP1,209,212,270,59,226,75,69,139,210,109,178,220
MSTRG.413,1,2,2,0,1,0,2,0,0,8,0,2
MSTRG.410,283,351,232,140,342,51,454,233,781,121,452,424
MSTRG.410|SPIN3,515,709,661,457,330,249,733,272,586,371,359,161
MSTRG.416,43,79,50,59,74,44,156,80,92,65,59,50
MSTRG.416|SPIN2B,99,127,122,0,0,0,103,58,100,48,109,57
MSTRG.417,3,5,2,0,0,0,0,0,3,0,0,0
MSTRG.418,43,77,43,35,58,14,126,16,82,19,32,29
MSTRG.419|SPIN2A,45,65,74,27,42,18,64,44,46,35,48,31
MSTRG.419,10,12,0,0,0,0,0,3,8,0,16,7
MSTRG.421|ZXDB,709,811,745,429,567,303,736,559,559,382,770,667
MSTRG.408,54,188,159,82,42,83,87,23,18,62,216,283
MSTRG.408|FAAH2,96,117,24,1,0,0,8,78,134,16,0,0
MSTRG.409,2,3,0,2,0,0,0,0,9,0,0,2
MSTRG.422|ZXDA,267,331,254,148,160,111,328,190,229,138,308,254
MSTRG.415,265,488,292,294,406,142,461,453,392,280,286,276
MSTRG.420,175,185,187,85,145,50,196,96,170,95,84,127
MSTRG.423|SPIN4,904,1164,1108,603,782,430,1284,753,944,679,792,1001
MSTRG.424,507,505,515,277,296,153,521,104,621,346,223,403
MSTRG.424|LINC01278,222,184,246,50,199,120,395,352,283,126,195,125
MSTRG.426,17,40,75,19,25,12,68,107,10,33,174,17
MSTRG.427,1600,1677,1694,988,1357,521,1700,1105,1701,941,751,1236
MSTRG.427|ARHGEF9,377,552,425,42,0,247,212,196,611,268,202,521
MSTRG.428|ARHGEF9-IT1,1,1,0,0,0,0,0,0,1,0,0,0
MSTRG.429,14,8,7,3,2,2,1,0,7,3,1,11
MSTRG.430|ASB12,0,0,0,2,3,0,2,0,0,3,0,0
MSTRG.430,21,71,148,0,8,0,56,15,99,37,47,0
MSTRG.430|MTMR8,146,95,46,77,90,57,66,68,48,60,86,168
MSTRG.431,4,0,0,4,4,0,9,7,6,2,0,0
MSTRG.432,12,24,10,17,10,0,37,8,18,22,0,6
MSTRG.435|ZC3H12B,56,92,53,40,49,18,60,47,105,40,43,60
MSTRG.425,100,0,354,4,911,0,0,0,0,0,10,0
MSTRG.425|AMER1,1472,1387,1100,776,0,487,1612,815,1896,1152,905,1091
MSTRG.433|ZC4H2,681,765,694,316,335,168,611,521,707,503,363,594
MSTRG.434,0,5,0,7,0,0,3,5,8,0,4,0
NR_033742|FRMD8P1,1,2,1,0,2,0,2,2,0,0,3,3
MSTRG.436,473,472,224,324,402,130,716,537,414,145,189,245
MSTRG.436|LAS1L,4032,4202,5005,3064,3198,1514,4699,3028,5414,2688,2589,3406
MSTRG.437,63,131,232,0,0,70,0,12,0,0,0,60
MSTRG.437|MIR223,60,12,16,18,33,4,133,25,49,37,88,7
NM_001100431|VSIG4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184831|VSIG4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001257403|VSIG4,0,0,0,0,0,0,0,0,0,0,0,0
NM_007268|VSIG4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184830|VSIG4,7,0,0,0,0,0,0,0,0,0,2,0
MSTRG.442,403,69,138,102,146,46,8,0,595,73,112,107
MSTRG.442|HEPH,17,262,23,0,160,0,275,65,157,9,0,162
MSTRG.444,1539,1577,955,368,646,132,995,352,1490,535,929,970
MSTRG.444|EDA2R,215,417,319,374,487,178,461,407,788,105,131,99
NM_001011645|AR,0,0,0,0,0,0,0,0,0,0,0,0
NM_000044|AR,7,9,15,0,0,0,0,0,0,8,0,6
MSTRG.441,56,76,135,82,31,51,89,67,103,38,84,92
MSTRG.443,29,78,94,23,45,12,37,79,90,25,37,68
MSTRG.443|YIPF6,1041,1123,1070,727,870,431,938,886,1106,574,1117,970
MSTRG.445|STARD8,54,20,40,0,0,28,17,0,21,13,80,39
MSTRG.439|OPHN1,10,0,0,0,3,0,5,2,3,1,2,2
MSTRG.440,507,626,490,119,203,294,312,529,285,288,421,607
MSTRG.446,3422,3622,3266,2445,2155,1357,3234,2509,3700,1898,2093,2801
MSTRG.447|EFNB1,72,15,134,66,73,30,87,69,94,40,103,55
MSTRG.448|PJA1,433,487,697,509,568,162,283,476,558,441,724,527
MSTRG.448,252,91,145,0,0,148,464,259,0,133,0,76
NM_001002254|AWAT2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.449|EDA,2,0,3,0,0,0,0,0,2,0,0,2
MSTRG.452|MIR676,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.450,4,12,13,6,5,3,15,8,9,7,10,12
MSTRG.451,144,187,154,103,114,55,186,139,123,90,169,131
MSTRG.438,23217,2639,21684,10211,6667,20,4093,528,8388,22473,1297,26124
MSTRG.438|MSN,52358,56173,55404,23245,32298,30086,59826,34999,49324,20517,46904,19544
MSTRG.453|P2RY4,5,2,5,0,0,2,7,0,2,2,2,2
MSTRG.454|DGAT2L6,14,11,19,4,10,0,23,10,0,37,15,15
MSTRG.456,3504,4445,6534,1459,1411,2072,3128,3979,1101,1073,5022,2418
MSTRG.455,5,4,6,4,0,0,7,0,3,0,0,0
MSTRG.456|IGBP1,1634,0,0,1619,1479,57,227,0,2755,2247,0,1672
MSTRG.463|DLG3,421,477,903,87,379,0,548,531,580,566,0,416
MSTRG.464|DLG3-AS1,4,5,7,0,5,0,12,3,9,5,4,3
MSTRG.463,238,17,299,130,13,237,343,25,22,221,399,278
MSTRG.465,820,3141,615,510,315,401,416,168,252,158,2302,4687
MSTRG.466,20,35,26,12,8,5,15,7,18,4,3,3
MSTRG.467,48,44,35,23,18,14,50,18,26,9,15,0
MSTRG.460|RAB41,0,4,10,0,0,0,0,0,10,4,11,0
MSTRG.462,277,839,1396,414,356,651,441,1230,807,214,383,687
MSTRG.457|ARR3,15,8,8,0,3,4,14,0,13,6,0,0
MSTRG.458,11,0,0,0,0,0,6,0,0,4,0,0
MSTRG.459,11,3,12,2,0,8,8,0,3,0,5,12
MSTRG.461,541,497,514,348,408,206,424,293,467,146,470,526
MSTRG.461|PDZD11,1408,1006,1370,642,1012,403,1175,926,1355,883,890,749
MSTRG.462|KIF4A,3257,2368,2431,942,1543,818,2603,1358,1413,1815,2096,1993
MSTRG.468|SNX12,2852,3054,3036,1819,1961,1270,2344,1923,3170,1819,1978,2211
MSTRG.469|FOXO4,585,370,824,290,301,181,390,446,367,343,369,269
MSTRG.469,0,0,0,0,0,74,101,0,102,111,164,145
MSTRG.470|CXorf65,20,43,6,19,11,0,30,0,27,0,38,0
MSTRG.474,206,174,232,171,211,88,225,133,178,93,93,116
MSTRG.474|NLGN3,72,86,58,26,20,26,75,40,55,20,60,64
MSTRG.475,130,78,183,64,99,61,113,94,107,72,113,61
MSTRG.470,46,68,82,32,39,33,112,39,100,22,23,81
MSTRG.471,11,5,15,4,8,10,10,0,14,4,8,9
MSTRG.472,2048,6809,3410,2442,1188,235,4392,1695,5506,612,1891,1088
MSTRG.472|IL2RG,15966,9486,13840,10278,9440,7672,8985,9466,10971,8048,12388,13698
MSTRG.474|MED12,5555,4296,4631,2028,2544,1918,5068,2279,4748,2746,2776,3326
MSTRG.487,9,12,8,5,6,3,12,5,11,12,0,3
MSTRG.487|LOC100132741,32,41,57,17,31,14,41,38,21,28,6,15
NM_001145139|CXorf49B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001145140|CXorf49,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.485,572,141,164,31,88,195,73,34,80,58,358,113
MSTRG.485|CXCR3,1663,815,881,455,795,1116,946,220,318,402,2197,844
MSTRG.491|LOC100132741,35,50,62,22,34,15,48,39,28,35,6,17
MSTRG.490,0,0,0,0,0,0,0,2,0,0,0,0
MSTRG.490|FLJ44635,126,253,300,104,0,97,125,332,234,187,283,337
MSTRG.492|NHSL2,20,1,10,0,17,4,4,7,14,22,6,26
MSTRG.493|RPS26P11,869,924,948,451,287,445,429,553,456,196,867,664
MSTRG.494|RGAG4,108,16,98,16,50,6,57,42,73,63,39,59
NM_001097642|GJB1,0,0,0,0,0,0,0,0,0,0,0,0
NM_000166|GJB1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.473,1587,1429,2119,479,1109,799,2244,1138,232,1970,544,1097
MSTRG.478|NONO,29013,31221,40889,24021,8069,13744,37444,22744,35118,22683,19224,23720
MSTRG.478,33,175,92,26,17100,13,76,342,96,0,143,83
MSTRG.483,0,13,32,0,0,0,40,0,0,0,13,0
MSTRG.482,0,5,5,0,0,0,3,0,3,0,0,2
MSTRG.488|TAF1,1983,2474,722,303,1998,1164,839,251,1158,2598,1770,1493
MSTRG.488,4024,1794,3146,1381,558,756,3661,2751,2284,281,1622,1762
MSTRG.489|INGX,0,0,0,4,1,7,0,2,1,0,0,0
MSTRG.484,14349,8050,15218,4796,8531,4129,9320,6255,11633,4625,5935,7992
MSTRG.473|ZMYM3,4064,2945,3571,1716,1440,1398,2268,1485,4292,1159,1781,2134
MSTRG.476,3,0,0,0,0,0,6,0,1,0,0,0
MSTRG.477,16,0,19,15,8,18,12,15,5,9,0,22
MSTRG.479,48,76,61,16,34,12,83,15,50,28,38,41
MSTRG.483|ITGB1BP2,59,38,39,43,19,20,46,15,56,13,50,23
MSTRG.480,32,34,14,17,32,19,33,40,22,19,30,32
MSTRG.481,21,35,24,9,21,5,30,25,27,20,31,15
MSTRG.484|OGT,5442,14047,4957,3096,4204,3280,12726,3830,4696,3441,11888,4437
MSTRG.486|ACRC,136,100,146,86,113,51,143,85,128,54,111,60
MSTRG.499|FAM226A,28,23,53,11,9,19,11,4,8,15,13,39
NM_001080851|DMRTC1B,0,0,0,0,0,0,0,0,0,0,0,0
NM_033053|DMRTC1,0,0,3,3,0,0,0,0,0,0,0,0
MSTRG.500|DMRTC1,0,0,5,0,0,0,0,0,0,0,0,0
MSTRG.501|FAM226A,28,25,52,11,13,19,11,4,8,15,13,41
MSTRG.502|NAP1L6,69,3,1,3,0,0,0,0,0,0,0,0
MSTRG.503|NAP1L2,400,229,226,64,246,121,86,140,181,103,134,213
MSTRG.505|PHKA1,180,77,109,34,64,72,95,46,119,72,56,79
MSTRG.507|LOC101928259,0,0,0,0,0,0,2,0,1,0,0,0
MSTRG.506,14,27,12,15,18,4,14,21,20,9,16,18
MSTRG.504,553,541,665,398,262,191,329,444,452,358,595,527
MSTRG.498|CITED1,0,6,0,0,0,0,0,0,0,1,6,0
MSTRG.498|HDAC8,955,928,1204,581,719,395,835,833,1069,706,833,745
MSTRG.498,163,206,64,97,35,30,141,189,149,26,107,22
MSTRG.508,36,30,22,20,18,10,30,14,37,18,22,16
MSTRG.512,0,0,3472,1953,0,1549,15145,0,0,2139,16,3228
MSTRG.511|TSIX,33,12,1206,441,26,74,1141,15,14,202,0,321
MSTRG.512|XIST,14,0,14178,9147,7,6393,27049,16,7,9598,37,16211
MSTRG.510,0,0,52,0,0,0,0,0,21,0,0,0
MSTRG.509|MAP2K4P1,8,28,15,7,20,9,25,13,19,10,14,19
MSTRG.509,19,0,0,0,0,0,0,0,0,0,0,0
MSTRG.510|CHIC1,1067,1226,537,508,760,299,911,675,1247,541,988,807
NM_006517|SLC16A2,0,0,4,0,0,0,0,0,0,0,0,0
MSTRG.513,571,886,1059,757,606,274,584,751,975,495,540,1026
MSTRG.518,455,724,915,658,556,364,1363,467,718,657,515,598
MSTRG.521|FTX,0,318,541,170,206,195,186,282,331,225,253,316
MSTRG.521,901,1350,1008,599,1083,369,2093,674,1327,486,1036,556
MSTRG.526|MIR545,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.527|MIR374A,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.518|JPX,21,45,20,42,9,4,34,19,10,19,17,45
MSTRG.519,4,2,0,15,0,6,23,0,3,0,5,0
MSTRG.520,2,2,3,3,3,0,4,0,2,0,1,5
MSTRG.522,12,8,0,3,6,0,2,7,20,1,14,0
MSTRG.523|MIR421,1,3,0,0,3,3,6,0,1,1,2,0
MSTRG.524|MIR374B,1,2,1,1,2,0,3,1,2,0,2,1
MSTRG.525|MIR374C,1,0,1,1,0,0,0,1,0,0,0,0
MSTRG.495|PIN4,481,583,616,602,658,235,824,662,606,483,585,420
MSTRG.495,0,0,0,6,0,0,0,0,56,0,10,0
MSTRG.497,3217,25640,66014,19267,64,19838,12886,26196,56573,28573,55533,30943
MSTRG.496,267,264,215,190,102,158,607,275,548,312,315,389
MSTRG.496|ERCC6L,910,1191,786,412,864,308,778,787,727,597,715,583
MSTRG.497|RPS4X,75172,50320,117634,94407,54366,35667,90057,44839,19930,53009,14698,81806
MSTRG.514,3,668,1441,0,0,2,0,802,0,140,0,0
MSTRG.514|RLIM,5325,5048,3769,3233,3450,2486,4985,3604,5074,3305,4729,4624
MSTRG.515|KIAA2022,609,206,486,68,165,404,279,256,315,169,122,139
MSTRG.516,215,676,490,207,763,306,850,389,719,343,196,254
MSTRG.516|ABCB7,2506,2428,2202,1781,1206,679,1722,2041,2671,1608,2195,2266
MSTRG.530|UPRT,969,1232,953,644,807,432,720,917,991,479,854,1039
MSTRG.530,226,193,346,104,169,58,369,181,185,240,285,196
MSTRG.517,9,14,17,4,0,4,0,0,6,4,3,3
MSTRG.531|TTC3P1,38,32,47,22,26,23,67,17,41,25,27,22
MSTRG.528|ZDHHC15,0,0,2,4,0,0,0,0,0,0,0,2
MSTRG.529,941,1227,696,1407,334,485,1502,1514,47,956,978,818
MSTRG.535,614,782,733,388,478,253,459,699,1010,439,534,778
MSTRG.534,97,70,87,0,88,0,59,562,0,50,83,73
MSTRG.534|PBDC1,1457,1518,1348,1285,1603,330,1643,872,1924,946,1616,1112
MSTRG.533,140,193,202,97,140,44,139,113,86,92,131,116
MSTRG.536,176,171,182,90,150,58,145,170,222,87,115,152
MSTRG.537|MAGEE1,153,145,180,61,73,100,206,27,85,75,106,125
MSTRG.538,0,0,0,0,0,0,0,0,4,0,4,0
MSTRG.541,16,3,14,13,14,8,10,0,26,0,17,11
MSTRG.542|COX7B,5688,5999,6156,5420,5233,2343,6220,6493,8015,3469,6077,4223
MSTRG.545,5850,7295,3186,3069,2556,2345,4249,3051,6934,1758,5084,2980
MSTRG.540,0,12,16,4,0,0,14,0,6,3,8,4
MSTRG.543,86,81,360,192,370,18,78,32,72,37,183,166
MSTRG.544,0,0,6,0,0,0,0,0,4,0,0,0
MSTRG.545|ATRX,1103,1307,854,0,2711,0,3870,2207,163,3026,0,1866
MSTRG.543|MAGT1,7452,6660,6469,4341,5296,2411,5392,6177,5918,3747,8986,5126
MSTRG.546,47,25,36,9,35,9,12,35,8,4,22,18
MSTRG.547|ATP7A,3002,3756,1977,1200,1326,1037,1679,1903,2048,1618,1756,2377
MSTRG.547,519,146,275,43,132,17,366,131,109,35,174,365
MSTRG.548|PGAM4,9008,9494,8544,3931,3834,4564,4719,5988,7929,4403,6262,9422
NM_152694|ZCCHC5,7,10,6,3,0,4,8,6,18,12,4,0
NM_001278000|LPAR4,0,0,0,0,0,0,0,0,0,0,0,0
NM_005296|LPAR4,5,11,3,3,0,0,12,8,5,0,8,0
MSTRG.551,0,442,104,232,229,214,399,223,231,146,118,290
MSTRG.551|CYSLTR1,858,583,872,372,690,320,695,618,615,579,423,313
MSTRG.552,2267,1950,2471,1827,1623,1100,1681,2430,3349,1568,2744,2073
MSTRG.552|P2RY10,3265,3645,3442,2937,3285,1586,3481,2207,1311,2033,3470,2415
MSTRG.554,1834,2106,2099,815,1370,407,2636,1222,1399,1695,2303,1179
MSTRG.554|GPR174,5,7,50,78,61,12,55,8,43,11,38,5
NM_001109878|TBX22,0,0,0,0,0,0,0,0,0,0,0,0
NM_001109879|TBX22,0,0,0,0,0,0,0,0,0,0,0,0
NM_016954|TBX22,0,0,0,0,0,0,0,0,0,0,0,0
NM_001303475|TBX22,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.555,187,187,114,44,62,34,48,3,88,67,95,128
MSTRG.556,74,39,41,7,0,17,10,1,4,3,6,67
MSTRG.549,17,16,9,2094,5,7,9021,378,0,0,3364,2811
MSTRG.550,0,0,42,0,0,0,55,49,0,0,0,0
MSTRG.549|PGK1,111257,139191,98924,58338,44383,42006,52034,90813,69374,75987,70428,110414
MSTRG.550|TAF9B,1187,1851,1382,1100,1779,458,1855,1457,2602,1043,1442,1008
MSTRG.558,0,0,0,0,0,0,0,0,2,3,0,0
MSTRG.560,58,47,92,11,101,0,0,0,2,52,0,0
MSTRG.553,27,50,41,67,68,21,101,40,48,24,25,25
MSTRG.557,11,7,0,0,4,3,16,10,8,3,13,3
MSTRG.559,6,17,7,0,14,0,10,6,21,11,14,4
MSTRG.560|ITM2A,3539,2898,3598,4465,1836,1103,2210,3053,3332,1461,6194,2328
MSTRG.561,35,65,46,20,11,17,49,31,46,20,18,19
MSTRG.562,13,6,17,9,10,4,6,15,9,0,5,3
MSTRG.563,349,517,552,333,116,156,265,71,888,84,184,268
MSTRG.564,1480,480,549,437,1394,976,1365,1650,1828,45,500,426
MSTRG.564|BRWD3,1079,2659,1557,692,0,103,1242,0,1030,1640,1426,1613
MSTRG.567|RPS6KA6,268,340,380,46,87,16,169,81,110,122,13,52
MSTRG.568|HDX,244,79,219,181,130,46,276,194,211,91,185,156
MSTRG.568,11,209,5,15,45,0,7,8,118,0,0,0
MSTRG.571|ZNF711,4,0,326,0,0,0,0,7,0,0,0,0
MSTRG.571,385,222,37,155,261,122,150,157,331,151,288,211
MSTRG.565,363,1428,520,257,773,265,906,659,348,613,735,546
MSTRG.566,597,2556,1350,38,545,633,1472,138,1391,1018,59,565
MSTRG.565|HMGN5,770,10,890,419,945,455,1303,991,853,1020,795,727
MSTRG.566|SH3BGRL,9623,7386,6729,6092,6584,3091,6687,7971,7958,5311,9051,6457
MSTRG.572|POF1B,53,61,78,14,116,27,0,72,61,8,259,86
MSTRG.569,1454,2120,1056,979,231,713,1789,11,0,1055,1191,1493
MSTRG.570|SATL1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.569|APOOL,294,282,361,197,924,29,187,1127,1752,158,77,195
MSTRG.578,269,206,283,6,72,2,1190,154,12,9,4,181
MSTRG.579|MIR361,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.578|CHM,1121,1302,1151,718,857,601,144,1002,1479,943,1091,1544
MSTRG.580,7,2,2,0,2,1,4,0,0,0,8,0
MSTRG.576|DACH2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.577,30,36,121,32,53,23,50,18,35,29,30,70
MSTRG.573,3,12,0,0,14,0,0,0,32,0,0,0
MSTRG.574,6,7,0,0,5,0,0,2,27,0,2,0
MSTRG.583,0,0,0,0,0,0,0,0,13,0,0,0
MSTRG.581,42,53,48,32,37,25,70,37,40,33,43,29
MSTRG.582,22,18,13,7,13,11,14,10,8,9,13,9
MSTRG.575,7918,10013,15011,5565,5399,4510,6650,8796,10259,8371,8268,11674
MSTRG.585|PCDH11X,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.586,15,13,21,7,0,7,9,0,39,0,2,3
MSTRG.587,2,4,9,4,5,4,14,8,9,2,4,9
MSTRG.588,110,231,190,288,334,207,423,186,330,183,127,184
MSTRG.590,17,50,8,4,54,3,8,16,64,12,22,14
MSTRG.584,6965,5362,12417,6721,3451,3400,8599,3764,5803,5788,6003,4971
MSTRG.589,91,62,85,24,43,30,34,40,64,36,57,60
MSTRG.591,686,714,918,493,494,261,792,739,714,438,583,582
MSTRG.592|NAP1L3,8,5,14,2,12,4,14,9,13,4,22,11
MSTRG.594,816,607,1010,301,309,264,250,423,600,529,418,573
MSTRG.596,5,359,25,21,20,78,0,20,0,14,133,107
MSTRG.595,0,0,0,0,0,0,0,0,0,0,0,11
MSTRG.595|TSPAN6,75,40,5,0,16,15,46,21,17,0,10,1
MSTRG.600|SYTL4,7,0,5,0,0,42,0,0,0,0,0,0
MSTRG.600,0,0,0,0,0,29,0,0,0,0,0,0
MSTRG.593|XRCC6P5,17,0,0,0,14,0,6,0,10,0,0,0
MSTRG.601|XKRX,34,35,80,5,5,8,12,11,0,4,13,4
MSTRG.602|NOX1,8,9,0,9,12,6,19,8,18,3,9,7
MSTRG.604|CSTF2,2216,2248,2068,1766,1733,841,2253,1774,2915,1286,1725,1703
MSTRG.603,6,4,14,6,17,39,17,11,39,6,28,10
MSTRG.597,106,131,74,26,68,30,105,82,136,85,102,125
MSTRG.597|DIAPH2,1219,1620,893,660,898,472,1327,1025,1367,1014,1057,1106
MSTRG.598|RPA4,7,6,14,2,9,4,16,6,6,8,5,2
MSTRG.599|DIAPH2-AS1,1,0,0,0,0,0,0,0,0,0,7,0
MSTRG.599,13,6,0,0,0,0,0,0,0,0,0,0
MSTRG.605|ARL13A,0,8,0,0,0,0,0,5,0,1,11,0
MSTRG.607,0,4,0,0,0,0,0,0,0,0,0,0
MSTRG.606,1822,1243,1853,1365,1426,771,2016,1237,1275,1172,1568,1201
MSTRG.606|TRMT2B,6,180,39,20,4,14,15,5,0,9,22,0
NM_001168474|TAF7L,0,0,0,0,0,0,0,0,0,0,0,0
NM_024885|TAF7L,4,0,0,0,0,0,0,8,5,0,0,4
MSTRG.608|DRP2,49,57,29,18,27,25,48,20,36,6,36,37
NM_021637|TMEM35,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.609,1844,2085,1295,908,1604,590,2103,1050,2097,1137,1464,1443
MSTRG.609|CENPI,0,46,461,243,110,151,370,557,0,25,0,42
MSTRG.615|ARMCX1,0,167,0,100,161,0,132,89,324,0,105,150
MSTRG.615,181,0,16,0,0,12,0,0,51,56,0,94
MSTRG.613|ARMCX4,91,180,13,199,119,8,216,37,397,14,64,21
MSTRG.613,342,213,75,4,101,41,25,172,13,138,25,186
MSTRG.614,5,2,7,0,3,0,13,0,3,4,8,5
MSTRG.616,630,564,766,451,425,254,579,478,534,398,441,404
MSTRG.617|ARMCX6,1391,1100,1713,889,929,625,1395,1008,1130,815,1171,896
MSTRG.617,242,282,267,129,74,52,168,117,179,107,162,176
MSTRG.610|BTK,9835,7132,10902,5247,5842,4196,8079,6910,8492,5041,7563,4874
MSTRG.610,1666,2170,2405,1520,1839,952,2537,2501,2569,2206,1278,2383
MSTRG.611|RPL36A-HNRNPH2,0,0,0,1611,0,0,0,285,0,0,2306,0
MSTRG.611,881,2745,377,1687,695,347,1468,1727,949,1323,6013,2806
MSTRG.612,169,219,224,362,229,80,184,248,353,126,454,233
MSTRG.610|TIMM8A,19,18,14,15,58,14,9,20,25,23,59,72
MSTRG.611|RPL36A,6402,5218,11787,5023,5274,3878,7790,7234,9680,4493,2086,6340
MSTRG.612|GLA,1032,831,1354,517,659,598,701,770,840,572,933,587
MSTRG.611|HNRNPH2,4979,5151,4556,2302,4998,1688,5805,4396,6481,3810,2152,3325
MSTRG.618,1315,963,952,922,647,317,1176,673,1721,593,2306,1392
MSTRG.618|ARMCX3,2154,2068,2121,1488,1782,714,1412,2497,1405,1418,1802,1690
MSTRG.619,236,354,193,209,249,99,294,360,313,175,208,277
MSTRG.621,602,501,380,730,709,330,223,891,1931,129,390,698
MSTRG.621|ARMCX2,529,887,636,314,338,198,830,169,328,292,5,633
NM_032946|NXF5,0,0,0,0,0,0,0,0,0,0,0,0
NR_028089|NXF5,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.620|TCEAL2,12,26,69,18,6,0,16,16,95,12,0,30
NM_001006938|TCEAL6,9,7,3,3,11,2,15,12,11,0,6,11
MSTRG.622|BEX5,46,67,112,20,47,12,13,13,56,8,230,82
MSTRG.623|TMSB15A,0,0,6,0,0,0,0,0,9,9,0,0
MSTRG.624,21,14,20,6,8,10,21,14,16,9,13,11
MSTRG.625|ZMAT1,87,309,163,33,32,70,272,80,14,80,226,85
MSTRG.625,0,0,0,0,115,0,0,0,63,0,0,0
MSTRG.626|BHLHB9,172,199,129,46,63,44,60,102,102,7,149,128
MSTRG.626,0,0,0,0,0,0,0,0,0,62,0,0
NM_018476|BEX1,0,0,11,4,0,0,0,0,0,0,0,22
MSTRG.629|BEX4,117,1117,98,338,449,107,495,813,592,522,208,214
MSTRG.629,2,71,0,0,0,0,0,2,21,0,50,0
MSTRG.627|ARMCX5-GPRASP2,0,84,0,0,34,10,71,0,111,45,53,0
MSTRG.627,363,404,482,132,233,75,590,217,385,166,363,290
MSTRG.628|GPRASP1,146,209,68,24,38,15,62,43,129,38,117,151
MSTRG.627|GPRASP2,106,0,63,23,0,0,0,51,0,0,0,71
MSTRG.627|ARMCX5,565,525,325,418,433,62,337,515,788,473,520,437
MSTRG.632|LINC00630,0,0,0,27,28,0,0,0,15,0,0,0
MSTRG.632,390,698,304,190,410,143,901,355,551,455,341,417
MSTRG.633|RAB40AL,2,7,7,3,5,4,10,7,7,1,6,2
MSTRG.634,22,18,10,4,11,3,4,3,20,11,5,9
NM_001012979|TCEAL5,2,0,0,0,3,0,0,0,2,0,4,2
MSTRG.631|BEX2,79,87,102,62,37,17,28,75,63,27,109,141
NM_152278|TCEAL7,8,0,0,0,0,0,0,0,0,0,0,0
MSTRG.630,49,69,119,73,0,0,87,63,111,60,159,0
MSTRG.630|TCEAL8,1796,2793,1872,1512,1743,735,1876,2125,2486,1315,2345,1804
MSTRG.635|WBP5,280,555,294,157,301,100,271,436,499,107,535,646
MSTRG.636|NGFRAP1,186,210,375,134,126,51,87,155,636,74,189,568
MSTRG.637,8,21,12,17,7,7,22,0,26,13,10,22
MSTRG.638,3,32,26,17,13,8,32,12,42,14,12,22
MSTRG.639,21,11,12,7,0,0,9,11,19,0,7,0
MSTRG.638|RAB40A,18,0,0,0,0,0,0,0,0,0,0,0
MSTRG.640,10,30,12,0,8,3,14,9,13,0,0,0
MSTRG.640|LOC105373300,8,0,10,0,0,0,0,3,7,0,0,0
MSTRG.641|TCEAL4,1934,2182,1973,1332,1712,736,2015,1479,2431,1137,1510,1302
MSTRG.641,121,179,183,46,108,29,102,29,273,125,55,189
MSTRG.642|TCEAL3,868,710,644,522,915,302,1082,948,1237,456,872,1000
MSTRG.642,31,360,302,385,70,0,178,62,175,84,110,104
MSTRG.643,151,92,119,172,121,56,144,129,164,64,127,115
MSTRG.643|TCEAL1,534,581,554,291,429,152,518,412,655,336,476,434
NM_000533|PLP1,0,0,0,0,0,0,0,0,0,0,0,0
NM_199478|PLP1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001305004|PLP1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001128834|PLP1,3,0,0,0,0,0,0,0,0,0,0,0
MSTRG.644,0,0,6107,0,0,0,0,0,0,0,0,0
MSTRG.645,0,17,0,0,0,0,0,0,0,0,0,0
MSTRG.646|GLRA4,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.645|TMEM31,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.644|MORF4L2,6429,9705,3268,6752,7497,3041,8525,7964,11385,5592,8201,7415
MSTRG.645|MORF4L2-AS1,31,42,75,33,23,14,83,39,36,14,46,38
NM_001164416|H2BFM,0,0,3,0,0,0,3,2,0,0,0,0
MSTRG.647,127,194,69,78,99,32,314,49,129,87,113,137
MSTRG.648,1214,1283,1135,554,1020,263,1991,898,1447,864,779,835
MSTRG.647|RAB9B,10,0,72,0,75,0,4,56,0,25,41,7
MSTRG.648|TMSB15B,10,4,3,4,2,3,2,6,10,2,1,2
MSTRG.648|LOC100101478,4,2,1,2,2,0,1,1,2,2,1,1
MSTRG.649,677,710,616,311,492,126,1090,394,604,437,396,340
MSTRG.649|TMSB15B,0,22,9,0,0,0,0,0,23,28,13,32
MSTRG.649|LOC100101478,2,2,1,5,2,1,7,3,17,2,2,1
MSTRG.654|SLC25A53,0,22,81,167,0,28,0,24,0,0,224,0
MSTRG.654,735,576,687,115,562,211,1154,485,915,469,228,420
MSTRG.657,6,537,479,125,0,75,115,172,477,345,244,311
MSTRG.655|ZCCHC18,52,49,72,23,43,18,108,44,55,63,42,36
MSTRG.656|LOC286437,101,118,136,31,48,43,200,65,104,62,88,49
MSTRG.657|FAM199X,2504,2863,1841,1228,1976,957,2219,2025,2337,1223,2321,1887
NM_001171706|RIPPLY1,0,0,0,0,0,0,0,0,0,0,0,0
NM_138382|RIPPLY1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171095|CLDN2,0,0,0,0,0,0,0,0,0,0,0,0
NM_020384|CLDN2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171092|CLDN2,4,0,3,0,0,0,0,0,0,0,4,0
MSTRG.659|MIR548AN,0,4,0,1,3,0,3,2,1,0,1,2
MSTRG.658|CXorf57,819,1034,847,679,727,360,938,745,957,551,811,1076
MSTRG.661,13,0,0,5,0,5,0,65,0,0,0,0
MSTRG.661|TBC1D8B,370,327,173,82,355,138,209,314,557,250,415,753
MSTRG.660|MORC4,97,89,45,15,21,11,26,22,54,10,71,79
MSTRG.660,4,0,0,0,0,0,0,0,0,0,0,0
MSTRG.665,937,1505,631,603,710,175,1117,841,1020,583,695,487
MSTRG.665|RBM41,355,562,225,53,433,256,519,187,529,175,412,506
MSTRG.665|NUP62CL,0,102,48,7,34,0,33,6,36,2,3,66
MSTRG.666,450,558,519,486,640,173,580,560,662,338,494,374
MSTRG.650|IL1RAPL2,0,0,0,0,0,0,0,0,2,2,2,5
MSTRG.652|TEX13A,0,0,0,0,0,3,0,0,0,0,0,0
MSTRG.651,18,19,9,21,17,8,7,6,10,51,26,34
MSTRG.653,61,91,63,30,62,17,59,32,63,45,63,44
NR_046750|FRMPD3-AS1,0,0,0,0,0,0,0,0,0,0,0,0
NM_032428|FRMPD3,0,0,4,0,20,0,0,0,0,0,0,0
MSTRG.663,0,0,0,5,0,2,13,0,0,0,0,0
MSTRG.662|PRPS1,3841,4966,4836,2714,3129,1613,4160,3544,5334,3168,3444,3904
NM_031273|TEX13B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001170553|VSIG1,0,0,6,3,0,22,0,0,0,0,4,0
NM_182607|VSIG1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.667|MID2,12,21,10,8,10,6,10,20,10,12,4,22
MSTRG.668|LOC101928335,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.664|TSC22D3,2027,4014,4273,2108,2456,964,2869,3151,3312,3633,5979,4069
NM_003604|IRS4,2,0,0,0,0,0,4,0,0,0,0,0
MSTRG.672,20,31,16,416,175,18,176,0,36,2956,39,53
NM_001522|GUCY2F,2,0,0,0,0,0,0,0,0,0,0,0
MSTRG.670,64,70,257,147,182,8,13,293,222,194,26,487
MSTRG.669|PSMD10,2636,3344,3347,1765,2413,1164,2416,2593,3505,1903,2752,2727
MSTRG.670|ATG4A,969,893,675,663,656,360,825,507,1139,408,1092,250
MSTRG.675,94,94,94,48,68,31,90,73,122,68,72,70
NM_001287759|COL4A6,0,0,0,0,0,0,0,0,0,0,0,0
NM_001287760|COL4A6,0,0,0,0,0,0,0,0,0,0,0,0
NM_033641|COL4A6,0,0,0,0,0,0,0,0,0,0,0,0
NM_001847|COL4A6,0,0,0,0,0,0,0,0,0,0,0,0
NM_001287758|COL4A6,4,0,0,3,0,0,0,0,0,0,8,0
MSTRG.674|NXT2,1362,1594,1153,767,1163,483,1323,1275,1643,794,1284,1259
MSTRG.674,0,0,32,0,1,7,38,0,2,59,47,8
MSTRG.671|COL4A5,115,0,7,0,0,0,0,0,6,0,29,48
MSTRG.676,5,6,9,3,8,0,2,5,5,4,6,0
MSTRG.677|KCNE5,14,12,24,23,35,21,18,31,31,8,26,10
MSTRG.678,4509,4131,3451,2559,5365,2645,6218,4735,8758,5385,5775,5352
MSTRG.678|ACSL4,2855,3505,2703,2007,2150,607,1842,3282,3185,1467,3331,1484
MSTRG.679,18,10,211,1069,180,27,1532,698,1026,1194,12,182
MSTRG.680|MIR652,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.681|MIR3978,0,0,0,0,0,0,0,0,0,1,0,0
MSTRG.679|TMEM164,2104,1207,1786,324,827,691,182,285,998,1,887,1061
NR_033974|LINC00890,0,0,0,0,0,0,0,0,2,18,0,0
MSTRG.686|CHRDL1,30,0,18,0,13,0,37,12,0,20,0,0
NM_000555|DCX,0,0,0,0,0,0,4,0,0,0,0,0
NM_178151|DCX,0,0,0,0,0,0,0,0,0,0,0,0
NM_001195553|DCX,0,0,0,0,0,0,0,0,0,0,0,0
NM_178152|DCX,0,0,0,0,0,0,0,0,0,0,0,0
NM_178153|DCX,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.682|AMMECR1,1526,1282,1044,922,1122,599,1562,1306,1563,923,1121,882
MSTRG.683|SNORD96B,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.682,8,13,17,9,13,4,10,13,21,5,3,6
MSTRG.684,182,187,178,168,167,101,198,168,225,116,205,125
MSTRG.685|RGAG1,62,8,13,4,6,7,4,6,4,6,0,14
MSTRG.687,9263,6691,8996,4644,3517,3543,6233,5792,6036,4028,6245,7229
MSTRG.688,94,142,52,20,87,21,100,77,196,50,61,33
MSTRG.688|LHFPL1,94,0,20,5,23,0,58,33,0,0,16,41
NM_012471|TRPC5,0,0,0,0,0,3,5,0,3,0,0,0
NM_001195576|TRPC5OS,0,0,0,0,0,0,0,0,0,0,0,6
NM_001195578|TRPC5OS,0,0,0,0,0,0,0,0,0,0,0,0
NM_001195577|TRPC5OS,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.699|ALG13,367,581,79,202,35,177,864,515,756,289,388,412
MSTRG.699,1218,1725,2470,1150,1279,697,2317,891,1202,1048,1109,1135
MSTRG.689|MIR4329,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.689,1029,742,1037,12,103,529,593,748,175,96,606,589
MSTRG.689|AMOT,411,347,238,0,0,0,0,341,0,0,84,383
MSTRG.700|LRCH2,0,0,0,0,0,0,0,0,0,10,0,6
MSTRG.701|RBMXL3,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.702,39,15,54,16,7,18,30,11,32,12,19,30
MSTRG.690|HTR2C,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.691|SNORA35,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.692|MIR764,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.693|MIR1912,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.694|MIR1264,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.695|MIR1298,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.696|MIR1911,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.698|MIR448,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.697,1710,1719,1522,682,1293,597,1358,1323,2539,946,1217,1427
MSTRG.703|PLS3-AS1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.704|PLS3,855,364,1509,308,689,1814,1826,286,1636,577,1092,507
MSTRG.704,0,0,70,0,0,0,0,0,0,0,113,0
MSTRG.708,2318,3250,3689,2166,2502,1365,3342,2199,3335,2161,3033,2423
MSTRG.705,33,25,61,10,1,26,68,2,7,8,35,80
MSTRG.706,23,5,41,3,0,35,38,0,5,0,11,57
MSTRG.707,30,27,48,0,0,23,9,0,6,0,23,8
MSTRG.709,38,27,65,3,7,33,12,8,0,5,19,11
MSTRG.714,66,114,58,55,90,45,121,128,133,62,45,40
MSTRG.715,123,67,87,18,63,26,89,45,78,62,50,44
MSTRG.716|AGTR2,12,12,20,0,6,0,0,0,0,5,98,0
MSTRG.717,210,231,276,132,182,58,295,195,238,149,122,143
MSTRG.710|DANT2,18,3,18,0,2,7,4,0,6,0,18,5
MSTRG.711,3,1,8,1,2,2,2,0,1,0,5,5
MSTRG.712,43,18,67,5,4,26,53,2,9,7,46,62
MSTRG.713,24,13,88,19,4,24,58,1,6,13,27,74
MSTRG.710,14,9,24,2,0,1,10,0,11,0,21,20
MSTRG.719|KLHL13,127,7,42,0,8,157,0,6,0,0,6,44
MSTRG.721|WDR44,1230,1100,688,677,1046,511,1149,927,1141,700,1250,924
MSTRG.722|MIR1277,0,0,0,0,0,0,0,0,0,0,1,0
MSTRG.721,78,139,308,0,0,26,0,0,33,26,0,43
MSTRG.723,6,0,0,2,0,1,1,1,0,0,1,0
NM_001312891|ZCCHC12,0,0,0,0,0,0,0,0,0,0,0,0
NM_173798|ZCCHC12,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.726|IL13RA1,110,209,153,79,74,231,39,46,56,77,51,145
MSTRG.725|LONRF3,26,50,0,0,0,0,0,7,9,0,94,10
NM_020721|KIAA1210,0,0,0,8,0,0,0,0,0,0,0,0
NR_110396|LOC101928336,3,0,0,0,0,0,0,0,0,0,0,0
MSTRG.724|PGRMC1,1648,2031,1972,1457,2011,798,2035,2109,2327,1432,1879,1858
MSTRG.727,2921,561,899,1092,1630,442,692,952,1980,1057,890,128
MSTRG.728,0,0,0,0,0,6,0,0,0,0,0,0
MSTRG.727|DOCK11,772,3543,1624,451,905,1150,3409,1762,807,1432,1941,2750
MSTRG.732,28,384,38,127,109,168,278,636,637,14,780,144
MSTRG.732|SLC25A43,900,799,799,640,883,218,1321,358,578,867,424,843
MSTRG.733|CXorf56,1404,1424,1698,1258,1351,544,1421,1133,1592,1171,1148,1115
MSTRG.729|SLC25A5-AS1,52,57,57,48,76,17,106,69,142,38,47,41
MSTRG.730|SLC25A5,25916,28185,38220,19235,18771,11244,22488,20188,26870,15686,21429,23338
MSTRG.731,4,0,0,0,0,0,0,0,0,0,0,0
MSTRG.734|UBE2A,316,854,1899,388,0,550,1478,1389,1196,639,1218,1167
MSTRG.734,2772,2745,1456,2230,3575,978,1968,1936,3061,1544,2352,1671
MSTRG.737|SOWAHD,110,106,225,155,40,69,55,102,51,72,115,184
MSTRG.738,6548,9605,13364,8639,4025,5534,20137,7260,8754,7531,6076,7544
MSTRG.739|MIR766,0,0,4,2,1,0,2,0,0,0,0,0
MSTRG.735|NKRF,2069,2151,2272,1432,1820,969,2318,1800,2219,1482,2033,1456
MSTRG.736,48,52,43,72,83,25,133,42,130,32,46,74
MSTRG.738|SEPT6,17702,15609,35684,10704,12472,9243,12665,8861,10701,15658,12578,14523
MSTRG.743,14,25,23,12,15,0,30,30,37,13,8,22
MSTRG.740,3501,3,241,123,376,93,210,404,174,7,128,580
MSTRG.741|SNORA69,0,10,5,6,0,2,6,4,4,4,4,4
MSTRG.742,26,31,73,66,49,27,88,50,60,37,41,38
MSTRG.740|RPL39,7589,11454,16048,10496,9487,7194,7462,10996,13400,8925,9937,11020
MSTRG.744|UPF3B,1554,1844,1395,1238,1708,692,2402,1788,2182,1374,1528,1502
MSTRG.745|RNF113A,1673,1387,1991,1373,1045,720,1491,1128,1391,883,1581,1252
MSTRG.746|NDUFA1,4857,4473,5585,3510,3513,2002,2911,4136,4794,2332,4698,3987
NM_001099685|RHOXF2B,0,0,0,0,0,0,0,0,0,0,0,0
NM_032498|RHOXF2,0,0,0,2,0,4,0,0,3,0,0,0
MSTRG.754|RHOXF1-AS1,0,14,0,0,0,0,6,0,3,8,0,0
MSTRG.755|RHOXF2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.756|RHOXF1,0,0,0,5,0,0,6,0,0,0,0,0
MSTRG.757,16,19,15,5,13,9,26,8,16,3,4,14
MSTRG.757|LINC01402,1,0,0,0,0,0,0,0,0,0,0,0
MSTRG.753|NKAPP1,89,70,100,65,95,41,148,76,132,73,86,65
MSTRG.747|AKAP14,3,0,0,0,0,0,0,0,0,0,0,0
MSTRG.748,6,0,0,2,0,0,0,0,0,0,0,0
MSTRG.749,9,20,14,8,22,3,18,6,21,15,16,14
MSTRG.750,104,140,129,86,132,59,159,99,150,79,94,105
MSTRG.751,44,75,87,60,70,2,170,92,30,56,48,2
MSTRG.751|NKAP,860,1171,804,1017,1138,381,1062,1136,1334,635,1185,1141
MSTRG.752,7,0,2,0,0,0,0,0,0,2,0,2
NM_001142447|ATP1B4,0,0,0,0,0,0,3,0,0,0,0,0
NM_012069|ATP1B4,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.760|TMEM255A,225,50,13,54,16,14,48,169,273,149,8,165
MSTRG.760,4,3,125,0,234,0,133,0,0,0,0,0
MSTRG.759|ZBTB33,3229,3341,2286,1784,2532,1255,3511,2767,3485,2492,2482,2223
MSTRG.761|LAMP2,5211,5858,4367,3382,4276,1900,4523,4444,6193,3681,5075,4721
MSTRG.761,0,0,0,0,0,0,0,0,0,0,784,0
MSTRG.758,24,13,15,19,19,8,24,3,33,4,13,12
MSTRG.770,4,4,20,3,4,2,3,6,22,7,6,3
MSTRG.771|GLUD2,489,370,370,140,209,146,288,207,335,202,322,365
MSTRG.772,1138,1314,1066,687,1182,383,947,837,1758,704,925,1048
MSTRG.773,57,17,9,2,13,7,5,0,0,0,54,5
MSTRG.774,0,0,0,0,0,0,0,0,0,0,5,0
MSTRG.773|GRIA3,82,24,7,5,6,33,0,0,0,4,16,5
MSTRG.775,17,17,38,21,28,25,48,33,14,23,5,28
MSTRG.767,1161,0,1367,0,0,0,1234,0,0,0,0,0
NM_001145718|CT47B1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080137|CT47A10,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080138|CT47A9,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080139|CT47A8,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080142|CT47A5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080143|CT47A4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080144|CT47A3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080145|CT47A2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080146|CT47A1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001242922|CT47A12,0,0,0,0,0,0,0,0,0,0,0,0
NM_173571|CT47A11,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080141|CT47A6,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080140|CT47A7,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.763,3172,3831,3515,2449,3141,1547,3656,3139,3558,2557,51,2523
MSTRG.763|CUL4B,2083,1708,1426,778,971,756,1666,983,1418,1164,4449,1284
MSTRG.762,5,0,0,0,0,0,0,0,0,0,0,0
MSTRG.766,7,7,14,0,7,7,7,9,7,5,8,6
MSTRG.767|MCTS1,1856,3693,2328,2732,2953,1293,2048,3302,4404,2156,3697,2832
MSTRG.768,2,2,2,3,2,1,7,3,8,0,8,4
MSTRG.764|C1GALT1C1,921,866,996,798,862,362,693,1016,1130,577,1141,649
MSTRG.765,7,12,27,14,16,4,16,11,25,4,10,7
MSTRG.769,426,485,466,280,353,207,455,482,571,295,416,428
MSTRG.778,1845,2282,3485,882,1252,1857,5224,1420,4303,1142,1452,1440
MSTRG.776,553,0,287,73,811,0,967,94,486,0,41,143
MSTRG.777,0,0,0,0,0,0,19,0,1,3,0,3
MSTRG.778|THOC2,4538,5774,960,1948,3675,515,2315,3818,2090,2974,3735,3555
MSTRG.776|XIAP,2688,2865,2190,1682,1614,1070,1853,2249,1967,1875,3802,2488
MSTRG.779,11,14,23,31,17,8,50,23,17,15,17,15
MSTRG.780,26,183,292,76,252,4,172,134,319,201,464,185
MSTRG.781|SH2D1A,0,12,276,12,114,0,50,77,26,16,22,35
MSTRG.782,9,11,14,11,57,4,10,18,7,11,6,10
MSTRG.784,0,6,0,0,0,0,0,0,0,0,0,0
NM_001163278|TENM1,0,0,6,0,0,0,0,0,0,0,0,0
NM_001163279|TENM1,0,0,0,0,0,0,0,0,0,0,0,0
NM_014253|TENM1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.785,0,0,0,5,0,0,3,0,0,0,0,0
MSTRG.786,6884,7896,4578,5091,6142,2221,8478,7364,5186,6987,4437,7580
MSTRG.786|STAG2,2847,5184,2489,9,1357,1813,2713,1001,4503,583,3616,740
MSTRG.785|LOC101928402,3,8,0,2,0,6,6,4,0,6,6,0
MSTRG.783,12235,13232,16421,24,49,5915,49,1974,822,47,8634,3354
MSTRG.787,0,0,0,0,0,0,0,0,25,0,0,1
MSTRG.787|SMARCA1,38,0,0,79,99,0,32,38,90,42,4,21
MSTRG.790,0,14,13,0,0,4,7,10,0,0,0,11
MSTRG.788|APLN,137,261,80,101,34,25,84,119,191,52,44,210
MSTRG.789|XPNPEP2,87,31,49,80,38,15,68,21,120,56,19,88
MSTRG.789,7,0,0,0,0,0,0,0,0,0,0,0
MSTRG.791,32,796,9,0,0,4,20,0,186,0,6,17
MSTRG.791|OCRL,682,14,462,288,402,155,764,442,822,567,392,659
MSTRG.792,67,70,26,22,23,37,44,44,36,18,28,36
MSTRG.794,172,0,886,0,95,289,0,555,145,74,120,204
MSTRG.794|ZDHHC9,667,958,139,588,476,30,760,116,832,468,565,577
MSTRG.793,352,198,403,173,187,81,236,175,348,331,185,213
MSTRG.793|SASH3,18521,13778,20340,12749,12298,6990,17301,10005,23019,10399,14901,14481
MSTRG.795|UTP14A,2173,2105,2932,1818,2230,986,2878,2082,3396,1743,1913,1728
MSTRG.795,380,223,177,12,28,9,45,18,46,97,268,30
MSTRG.796,4,0,0,0,0,0,0,0,0,0,0,0
MSTRG.797|BCORL1,0,0,0,0,0,0,18,0,0,0,0,0
MSTRG.797,698,462,841,446,297,489,570,309,500,407,304,380
MSTRG.798,16,15,5,0,0,0,5,10,9,0,15,8
MSTRG.799,4642,2185,3401,444,1083,1201,2307,2589,3074,2246,1309,1756
MSTRG.799|ELF4,2387,2441,3575,2289,2486,2069,3791,741,1544,1782,3396,2259
MSTRG.800|RAB33A,1118,1255,1594,878,726,733,930,1038,884,569,1208,1201
NM_178471|GPR119,2,0,0,0,0,0,0,0,0,0,0,0
MSTRG.801,462,896,747,250,105,181,334,541,456,102,411,124
MSTRG.801|AIFM1,5091,4415,5751,3215,4158,2000,4366,3312,6374,2992,3474,3951
MSTRG.802,0,0,4,6,4,0,0,0,0,18,0,0
MSTRG.802|ZNF280C,329,466,377,354,433,166,653,340,624,363,325,360
MSTRG.806|SLC25A14,289,290,287,192,240,81,313,169,263,133,179,177
MSTRG.806,114,90,144,30,119,27,105,131,183,143,155,60
MSTRG.803|RBMX2,1647,1902,1453,1148,1387,769,1605,1712,1903,1186,1322,1396
MSTRG.804,6,5,10,0,4,0,5,0,7,0,0,0
MSTRG.805|FAM45BP,624,629,608,369,493,373,623,550,628,331,738,440
MSTRG.807,2,0,1,24,14,0,0,20,48,0,2,12
NM_001282607|ARHGAP36,0,0,0,0,0,0,0,0,0,0,0,0
NM_144967|ARHGAP36,4,0,0,0,0,0,0,0,0,0,0,0
MSTRG.809|IGSF1,15,4,18,0,0,0,0,2,0,6,0,5
MSTRG.810,0,0,0,0,0,0,0,0,6,0,2,4
MSTRG.812,304,388,323,284,393,61,738,212,876,203,36,275
MSTRG.812|FIRRE,0,9,0,0,12,0,107,0,10,96,0,17
MSTRG.813,8,0,5,3,6,0,27,0,6,4,0,5
MSTRG.808|ENOX2,664,309,562,405,230,258,298,282,420,267,723,418
MSTRG.808,200,550,302,76,431,45,575,372,506,430,84,333
MSTRG.811,20,722,1886,1716,64,1952,1548,878,218,541,1236,2235
MSTRG.811|STK26,5039,6179,2785,2225,5436,745,4543,4180,8002,3656,2678,4653
MSTRG.815,105,33,1474,9,24,15,173,357,236,10,28,34
MSTRG.815|GPC4,1910,637,767,217,369,0,1029,221,479,329,0,1089
MSTRG.816|RAP2C,176,200,3203,1131,3155,0,1238,254,1827,111,76,1507
MSTRG.816,4164,4248,773,1625,702,1720,2995,3457,2558,3137,4447,2147
MSTRG.818,4327,3176,3226,2289,3298,902,5401,2863,3820,2659,3471,3198
MSTRG.818|MBNL3,419,696,428,329,8,732,38,500,22,364,228,39
MSTRG.817,11,97,6,6,6,14,14,50,11,7,8,8
MSTRG.817|RAP2C-AS1,52,0,49,36,31,20,51,0,61,18,50,51
MSTRG.823|MIR92A2,1,0,0,0,0,0,1,0,0,1,0,0
MSTRG.821,179,168,135,99,128,68,134,243,236,106,124,184
MSTRG.819|GPC3,0,0,0,0,0,0,0,2,0,0,2,0
MSTRG.820,10913,12634,14067,9277,10066,3778,11442,12497,14018,7488,11050,9938
MSTRG.828,1533,1562,2301,412,809,879,1518,907,1148,1193,1377,1096
MSTRG.828|PHF6,4076,4651,2252,1642,3051,1868,3180,3123,3211,2367,2648,3422
MSTRG.832|MIR503HG,0,6,5,0,6,8,0,9,11,6,11,2
MSTRG.832|MIR503,0,0,0,0,0,0,0,0,1,0,3,0
MSTRG.832,8,0,9,0,0,0,0,0,0,0,14,24
MSTRG.832|MIR424,1,0,0,0,0,0,0,0,0,1,0,1
MSTRG.829,138,235,189,165,171,47,222,104,241,122,120,86
MSTRG.829|HPRT1,4150,6663,5251,4035,4711,1827,5396,5842,7713,3819,4478,5398
MSTRG.835|SMIM10,19,9,42,15,9,25,12,18,2,47,44,48
MSTRG.834|MOSPD1,420,453,460,227,347,158,400,446,403,297,519,344
MSTRG.836|FAM127C,8,19,2,25,20,6,10,12,42,5,7,65
MSTRG.837|FAM127A,1136,734,892,845,1134,379,1003,677,1305,562,787,854
NR_024493|SMIM10L2B,4,0,4,0,0,4,2,0,4,0,0,14
MSTRG.838,68,27,13,0,0,15,46,0,22,0,0,0
MSTRG.838|FAM127B,367,461,442,402,385,165,502,398,439,287,383,422
MSTRG.843|ZNF449,0,188,0,0,110,0,146,127,172,0,81,0
MSTRG.843,180,32,117,99,0,52,78,0,29,90,84,115
NR_024359|SMIM10L2A,11,0,6,0,0,0,5,5,0,6,0,0
MSTRG.841|ZNF75D,520,383,457,194,507,228,601,0,229,70,6,417
MSTRG.841,287,353,180,139,15,0,256,544,394,401,705,105
MSTRG.842,7,11,24,12,6,0,23,1,23,16,12,11
NM_001316889|PLAC1,0,0,0,0,0,0,0,0,0,0,0,0
NM_021796|PLAC1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001316887|PLAC1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.844,2969,2942,2912,1153,2269,632,4079,1788,2987,1560,2024,1795
MSTRG.844|FAM122B,892,1717,1513,1348,1245,843,976,1603,1189,1153,1712,1183
MSTRG.845,309,338,463,155,235,158,347,215,194,198,293,211
MSTRG.845|FAM122C,158,78,89,114,78,70,90,102,217,50,180,151
NM_001316888|PLAC1,5,0,3,0,2,0,0,0,0,0,5,6
MSTRG.846,0,0,0,0,0,0,0,0,6,0,0,0
MSTRG.846|CT45A1,18,5,53,3,8,1,9,20,15,19,161,25
MSTRG.849|CT45A4,7,0,130,5,16,3,7,20,11,18,395,32
MSTRG.850|CT45A5,8,19,165,6,16,2,9,20,13,21,449,36
MSTRG.850|CT45A6,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.850|CT45A7,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.851|CT45A5,7,14,111,5,11,2,8,14,6,16,276,24
MSTRG.851|CT45A6,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.851|CT45A7,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.852|CT45A9,1,0,15,0,17,0,0,2,20,7,70,6
MSTRG.854|CT45A2,0,0,5,0,8,0,0,1,13,4,18,5
MSTRG.853|CT45A5,7,17,147,6,20,2,9,17,20,21,350,30
MSTRG.853|CT45A6,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.853|CT45A7,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.855|CT45A9,0,0,4,0,5,0,0,1,10,2,16,3
MSTRG.856,0,0,0,0,0,0,2,6,0,0,0,0
MSTRG.857|CT45A10,6,4,35,0,11,0,0,7,16,9,156,19
MSTRG.847|DDX26B-AS1,0,2,2,0,0,0,0,0,3,0,4,0
MSTRG.848,1997,1546,1496,836,1109,577,1758,1232,1376,740,1565,1070
MSTRG.848|DDX26B,432,336,447,246,354,273,158,197,271,225,619,339
MSTRG.858,157,283,151,187,473,125,231,329,345,71,330,243
MSTRG.858|MMGT1,1563,1722,1492,1442,1226,642,1706,1479,1877,1243,1374,1222
MSTRG.859,1,1,0,1,0,1,1804,0,1773,1154,0,0
MSTRG.859|SLC9A6,1598,1709,1459,786,1397,655,32,1339,142,169,1477,1177
MSTRG.860|FHL1,1049,4148,100,92,177,6,588,488,920,493,21,65
MSTRG.861|MAP7D3,1270,1479,1073,778,1226,537,1716,472,1405,1032,1136,842
MSTRG.861,208,341,116,133,45,50,281,643,382,0,202,298
MSTRG.862,0,45,360,577,745,0,417,186,507,118,0,0
MSTRG.862|HTATSF1,3428,3799,3384,2647,3970,1352,4915,3671,4615,2885,3202,3017
MSTRG.863,0,13,5,3,0,0,0,0,7,0,7,3
MSTRG.865,1051,411,306,899,412,4,2258,546,638,309,12,290
MSTRG.865|ARHGEF6,2731,2566,3572,1236,2329,1319,2186,2307,2872,2671,1414,1995
MSTRG.867|SRD5A1P1,14,24,14,18,13,4,20,16,20,18,24,16
MSTRG.869,50,54,53,62,71,23,120,37,81,41,47,31
MSTRG.868,5,7,0,0,2,0,4,0,6,4,2,0
MSTRG.870|MCF2,45,51,10,16,23,14,37,18,32,9,37,20
MSTRG.872|LOC389895,3,4,0,2,3,0,0,0,0,0,0,3
MSTRG.871,270,263,334,196,3942,105,332,183,337,1651,124,236
NM_032461|SPANXB1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.874|RNU6-2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.874|RNU6-1,3,0,1,1,3,0,0,4,2,0,1,2
MSTRG.875|LDOC1,6,4,12,36,71,0,158,11,4,28,2,5
MSTRG.866|RBMX,7486,7412,10670,7158,4816,3751,12190,5903,8451,7657,7408,6562
MSTRG.864,28,20,23,38,17,10,28,18,26,22,39,14
MSTRG.866,9688,12325,10854,4129,9494,3689,8497,9257,11345,5112,7663,8217
MSTRG.866|SNORD61,1,2,2,1,0,0,1,1,1,0,1,0
MSTRG.877,4,0,0,0,0,0,0,0,0,0,0,0
MSTRG.876,6,3,0,4,0,0,0,0,0,0,0,0
MSTRG.880|UBE2NL,52,17,30,29,36,30,13,7,17,20,64,34
MSTRG.882,243,142,189,188,191,76,283,161,232,147,218,203
MSTRG.881,14,5,0,6,3,0,0,4,7,0,6,18
MSTRG.887|FMR1-AS1,9,4,10,0,4,0,2,2,3,1,8,4
MSTRG.878,3020,3745,2218,1216,2324,1299,3698,2548,3782,2475,2727,2596
MSTRG.878|ATP11C,0,0,0,0,0,0,0,0,0,0,2,0
MSTRG.879|MIR505,0,0,0,1,0,0,0,0,0,0,0,0
MSTRG.888|FMR1,1611,1980,1371,808,1271,584,1961,816,1380,857,1956,1304
MSTRG.888,1487,1957,1669,876,1499,695,1772,1756,1704,1190,1045,1104
MSTRG.883,4315,6792,4280,3895,4470,1409,3783,4606,4821,3601,3314,5735
MSTRG.885,0,0,3,0,4,0,11,9,5,0,6,12
MSTRG.889,5,0,0,0,0,0,4,0,5,0,2,3
MSTRG.890,36,40,11,43,29,0,65,22,40,19,25,68
MSTRG.891,7,6,0,9,0,0,19,0,31,0,4,8
MSTRG.886|AFF2,4,10,11,30,20,0,71,10,40,89,8,4
NM_016153|HSFX1,0,6,0,0,0,0,0,0,0,0,0,6
NM_001164415|HSFX2,10,7,20,10,4,9,16,0,20,14,10,0
MSTRG.898|LINC00893,0,9,0,0,5,0,0,0,0,0,0,34
MSTRG.898,120,171,136,36,69,33,176,53,277,75,52,79
MSTRG.899,551,321,405,93,341,198,385,135,954,199,212,463
MSTRG.892,109,87,51,45,29,27,78,58,107,32,44,78
MSTRG.899|CXorf40A,1023,1143,1401,908,967,444,1129,1054,1403,820,1209,1124
MSTRG.893,5227,10593,7222,3123,5176,1425,5674,5245,8403,5424,8270,7015
MSTRG.893|IDS,6739,3438,2682,2484,2883,2640,3923,2697,2837,2355,2531,3815
NR_109813|LINC00850,0,0,0,0,0,0,0,0,0,0,0,0
NR_102703|MAGEA8-AS1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001166401|MAGEA8,0,0,0,0,5,0,0,0,0,0,0,0
NM_005364|MAGEA8,0,0,0,0,0,0,0,0,0,0,0,0
NM_001166400|MAGEA8,3,0,0,4,0,0,0,0,6,0,0,0
MSTRG.897,22,67,171,6,117,9,117,14,52,26,18,25
MSTRG.897|TMEM185A,771,553,771,395,505,322,610,475,696,610,421,482
MSTRG.895,0,0,0,0,0,0,0,0,17,0,0,0
MSTRG.895|MAGEA11,3,7,0,0,0,3,7,0,1,16,0,4
MSTRG.896,0,0,0,0,0,0,0,0,0,4,0,0
MSTRG.894,209,323,288,132,182,76,213,155,204,173,183,221
MSTRG.901,392,518,405,373,488,171,513,503,735,326,364,353
MSTRG.900,824,699,750,600,516,236,768,460,1156,410,448,544
MSTRG.900|CXorf40B,976,927,1128,711,872,294,878,911,1384,595,578,967
MSTRG.902,52,164,95,61,2,28,132,51,102,45,32,5
MSTRG.902|LINC00894,52,51,48,8,44,11,63,6,93,24,50,45
MSTRG.903,108,5,0,17,25,0,97,66,0,0,7,17
MSTRG.903|MTM1,430,323,509,194,327,264,338,414,287,323,285,234
MSTRG.904|MTMR1,2395,793,3028,565,1440,1011,2584,1734,2082,778,2339,2284
MSTRG.904,963,2420,540,1509,1137,397,1280,946,1584,1275,637,411
MSTRG.906,119,53,139,236,73,64,48,58,96,47,60,86
MSTRG.905|CD99L2,2383,1614,2253,1819,1430,950,1723,1564,1786,1090,1545,1733
MSTRG.905,1468,13,162,645,160,96,37,18,244,172,739,58
MSTRG.908|HMGB3,2910,2800,3893,2359,2723,1120,3203,3040,2534,2038,2781,2039
MSTRG.908,5,22,5,235,164,13,207,5,0,1,25,86
MSTRG.912|CSAG3,3,3,0,5,0,0,3,2,6,1,6,8
MSTRG.912,0,0,0,9,0,0,2,0,29,6,18,11
MSTRG.911|GABRQ,16,0,0,0,0,0,12,0,0,0,28,4
MSTRG.913|CSAG3,1,0,0,0,0,0,0,0,6,0,2,0
MSTRG.913,3,3,0,16,0,0,0,2,32,6,24,13
MSTRG.910,0,0,1,0,0,1,1,1,1,0,1,5
MSTRG.907,5,0,17,0,2,0,6,6,3,0,7,6
MSTRG.910|VMA21,2337,3719,2998,2436,3160,1272,4233,2757,3932,2139,2347,2421
NM_001103150|PNMA5,0,3,8,0,0,0,0,0,0,0,6,10
NM_001103151|PNMA5,0,0,0,0,0,0,0,0,0,0,0,0
NM_052926|PNMA5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184924|PNMA5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282535|PNMA3,0,0,0,0,0,0,0,0,8,0,0,0
NM_013364|PNMA3,4,11,8,5,15,6,23,21,0,10,8,5
NM_032882|PNMA6A,5,0,11,0,8,0,2,12,4,0,6,10
MSTRG.919|ZNF185,138,93,151,47,56,0,65,120,92,68,69,88
MSTRG.919,325,0,0,0,5,102,15,0,0,0,31,19
MSTRG.915,109,0,3,0,20,0,68,23,436,0,0,1
MSTRG.914,201,85,155,127,99,16,260,168,110,44,70,28
MSTRG.914|CETN2,718,950,835,703,839,387,912,865,1239,738,946,853
MSTRG.915|NSDHL,2219,1682,2383,1515,1486,883,1711,1662,1726,1267,1463,1400
NM_080701|TREX2,14,3,9,17,15,0,30,13,10,7,11,8
MSTRG.918,452,320,467,133,191,89,287,239,143,258,288,215
MSTRG.918|ZFP92,0,1,1,0,0,0,0,0,0,2,0,0
MSTRG.916|ZNF275,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.916,2584,3286,3493,1456,1868,1163,2485,2171,1927,1433,2569,2658
NM_001001344|ATP2B3,0,0,0,0,0,0,0,0,0,0,0,0
NM_021949|ATP2B3,0,0,0,0,0,0,0,0,2,0,0,0
MSTRG.923|LOC105373383,8,7,11,10,11,2,8,12,11,8,2,17
MSTRG.924|PNCK,4,0,2,0,0,0,0,7,6,9,0,16
MSTRG.924,59,102,0,0,0,0,8,12,0,0,0,5
MSTRG.920,822,508,917,527,491,221,1091,624,908,455,556,628
MSTRG.920|HAUS7,277,388,442,489,526,218,298,285,797,269,205,270
MSTRG.921|BGN,0,0,0,0,0,4,0,0,0,0,0,0
MSTRG.922,25,30,111,4,79,1,107,47,25,2,56,36
MSTRG.922|FAM58A,623,554,601,591,734,293,782,625,982,337,531,426
MSTRG.925|SLC6A8,241,118,142,53,19,21,28,72,67,43,97,74
MSTRG.925,5,15,7,14,0,0,0,0,0,0,0,6
MSTRG.926|BCAP31,6101,4807,7658,4208,4671,2323,5519,3925,5906,3576,4468,3582
MSTRG.926,97,1,94,249,37,0,54,60,116,0,1,1
MSTRG.927|ABCD1,402,178,296,432,351,155,551,269,434,196,299,259
MSTRG.929,59,84,114,33,62,26,52,53,87,27,54,67
MSTRG.934|L1CAM,55,66,67,16,54,0,46,57,199,55,64,261
MSTRG.934,0,0,0,0,0,0,0,0,0,0,0,69
MSTRG.935|LCA10,0,0,0,0,0,0,0,0,2,4,0,0
MSTRG.928|PLXNB3,25,0,0,0,0,0,11,15,23,0,3,12
MSTRG.930|SRPK3,22,14,17,5,7,0,22,3,23,0,15,20
MSTRG.933|SSR4,2968,1649,2756,7993,4149,1687,3810,4660,4870,2228,7419,4269
MSTRG.933,3015,3319,3936,655,2017,300,1409,1658,1950,898,2344,2519
NM_001303515|PDZD4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001303516|PDZD4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001303512|PDZD4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001303513|PDZD4,0,0,0,0,0,0,0,9,0,0,0,0
NM_001303514|PDZD4,0,0,0,0,0,0,0,0,0,0,0,0
NM_032512|PDZD4,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.931,12,10,0,0,4,0,14,2,4,3,0,4
MSTRG.932,2105,1925,2316,1902,2531,1280,1922,1175,3992,1158,623,3079
MSTRG.932|IDH3G,1939,1229,2117,874,81,47,1428,1197,166,638,2442,162
NM_000054|AVPR2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.936,1077,719,1159,497,291,316,1108,553,898,114,677,572
MSTRG.938|NAA10,2478,2337,2989,3236,2065,1083,2642,2110,3621,1537,1585,1932
MSTRG.939,2,24,6,14,33,0,0,4,43,103,0,11
MSTRG.940,5109,3681,3442,2983,2117,4106,6536,2450,3303,3440,2208,1898
MSTRG.941|HCFC1-AS1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.943|MIR3202-1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.944|MIR3202-2,0,0,0,0,0,0,0,0,0,0,0,0
NR_027419|AVPR2,7,0,11,0,0,0,0,0,0,4,0,4
NM_001146151|AVPR2,3,4,1,4,0,0,14,6,4,0,0,0
MSTRG.936|ARHGAP4,2844,2240,2798,3069,4655,1206,6321,3228,6155,1749,4009,4339
MSTRG.937,9,14,5,2,4,3,8,3,8,3,8,7
MSTRG.938,24,18,347,35,477,39,693,13,168,17,541,323
MSTRG.939|RENBP,319,355,181,259,183,122,265,232,615,0,106,242
MSTRG.940|HCFC1,4426,3354,6038,5329,8242,99,9600,2933,7099,2379,4267,5251
MSTRG.941,26,21,29,16,6,7,32,18,9,8,13,6
MSTRG.942|TMEM187,176,93,129,218,165,54,118,126,153,91,98,115
MSTRG.942,19,10,7,1,1,0,13,6,19,6,88,14
NM_001048181|OPN1MW2,0,0,0,0,0,0,0,0,0,0,0,0
NM_000513|OPN1MW,0,0,0,0,0,0,0,0,0,0,0,0
NM_001586|TEX28,0,0,0,0,0,0,0,0,0,0,0,0
NM_001205201|TEX28,0,0,0,0,0,0,0,0,0,0,0,0
NM_001145933|TKTL1,0,0,0,0,0,0,0,0,0,0,0,0
NM_012253|TKTL1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001145934|TKTL1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.945,1068,2392,1353,691,272,338,1368,504,1024,326,595,759
MSTRG.946|MIR718,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.945|IRAK1,5910,2740,6626,4445,5624,2598,6109,5202,6024,3410,7803,4679
MSTRG.945|MECP2,2717,1266,1891,999,1577,1068,2375,1593,1940,1658,2008,1725
MSTRG.947|FLNA,66353,37880,34157,27703,47143,14710,64746,26309,79174,28895,29848,38043
MSTRG.948,1796,0,0,0,2,0,5,3,0,5,0,0
MSTRG.948|EMD,498,2251,2390,3014,2665,1006,3504,2574,3425,1312,2152,2726
MSTRG.960,320,389,340,404,409,146,445,609,630,246,440,457
MSTRG.960|FAM3A,877,278,656,637,435,226,499,284,403,188,854,569
MSTRG.961|FAM223B,7,4,8,4,3,4,9,7,2,3,3,3
MSTRG.962|FAM223B,7,4,8,4,3,4,9,7,2,3,3,3
MSTRG.963,761,475,817,692,637,252,734,562,849,351,551,632
MSTRG.965|IKBKG,37,228,97,732,576,342,489,20,414,286,484,58
MSTRG.965,1091,705,1105,55,404,107,879,792,862,312,425,864
MSTRG.964,817,594,682,661,707,245,2233,625,917,453,565,441
MSTRG.964|G6PD,2632,1900,3201,2427,2419,1048,2295,1650,3721,1306,1620,2114
MSTRG.967,88,168,332,211,129,53,199,119,121,61,77,89
MSTRG.952,0,0,3,0,6,0,3,0,0,0,2,0
MSTRG.953,16837,9082,14089,69,85,222,13463,36186,14864,10185,18489,26643
MSTRG.953|RPL10,53497,44046,72086,54447,41400,24534,30933,21569,37100,33703,41098,25354
MSTRG.954,0,0,0,0,0,0,0,439,0,0,0,0
MSTRG.954|DNASE1L1,898,801,1223,490,496,550,758,127,901,402,638,950
MSTRG.950,0,0,0,0,0,958,0,0,0,0,0,0
MSTRG.957|PLXNA3,0,0,0,0,0,0,0,0,0,0,238,0
MSTRG.957,693,527,635,651,875,351,903,824,1019,485,548,435
MSTRG.959,138,18,67,44,262,78,70,30,134,56,126,188
MSTRG.959|SLC10A3,898,540,948,610,693,321,865,702,636,465,754,475
MSTRG.953|SNORA70,219,212,310,180,171,103,193,129,256,118,196,139
MSTRG.955|TAZ,1253,1281,1490,1062,1199,537,1500,958,1556,731,1138,1272
MSTRG.955,261,255,315,113,134,72,247,134,376,85,192,180
MSTRG.949|CH17-340M24.3,89,43,55,52,68,46,90,57,79,45,59,32
MSTRG.949,3,5,31,0,0,4,2,0,0,0,2,0
MSTRG.950|ATP6AP1,3661,2552,3779,2872,2454,376,2729,2096,2962,1878,2926,2424
MSTRG.951|GDI1,5639,4719,5544,4086,4099,2034,5331,3427,6657,3120,4559,3992
MSTRG.956|FAM50A,3247,2908,3426,2673,2618,1322,2773,2051,4492,1337,2518,2914
MSTRG.956,12,6,100,52,33,21,24,46,20,38,115,32
MSTRG.956|MIR6858,1,1,1,4,3,2,3,0,3,2,2,3
MSTRG.958|LAGE3,530,438,973,761,798,267,617,683,802,288,752,787
MSTRG.959|UBL4A,1966,1719,2679,1447,1364,1010,1863,1842,2106,1389,1692,1524
MSTRG.966|GAB3,158,183,211,144,82,43,371,69,265,97,112,281
MSTRG.968,70,76,27,118,24,2,85,167,898,0,31,14
MSTRG.969|MPP1,929,1155,1648,1111,1197,424,2179,948,1924,1357,679,1275
MSTRG.966,65,16,0,18,53,0,0,60,0,0,0,0
MSTRG.968|DKC1,6654,7948,9772,6708,7416,3135,9663,7269,8917,5576,6077,5860
MSTRG.968|SNORA36A,1,0,1,1,1,1,1,1,0,1,1,1
MSTRG.968|MIR664B,1,1,1,1,1,1,1,1,1,1,1,1
MSTRG.968|SNORA56,1,1,1,1,1,1,1,1,1,1,1,1
MSTRG.969,24,54,4,0,42,10,73,76,19,76,1,0
MSTRG.971|F8,472,431,276,216,228,124,228,222,269,255,305,202
MSTRG.972|H2AFB2,0,0,0,0,0,1,0,0,0,0,0,0
MSTRG.972|H2AFB1,3,1,2,1,3,0,2,2,3,2,6,0
MSTRG.973|F8A1,0,0,0,0,625,0,613,482,137,0,135,0
MSTRG.973|F8A2,518,853,1021,983,1106,305,958,708,1641,951,501,702
MSTRG.974|MIR1184-2,1,0,1,0,0,0,0,0,0,0,0,0
MSTRG.970,0,11,3,3,0,47,819,1129,7,4,4,0
MSTRG.976|BRCC3,2612,3108,2377,1837,2788,1254,4185,2691,3825,1976,2276,2196
MSTRG.970|FUNDC2,3368,3234,4612,2972,2939,1914,2890,2230,4764,2368,2334,2665
MSTRG.975,301,246,436,304,171,147,205,214,290,140,206,342
MSTRG.975|CMC4,673,847,1036,762,1078,415,1126,1169,1399,578,779,879
MSTRG.975|MTCP1,24,53,66,19,36,31,71,44,48,24,41,0
MSTRG.978|RAB39B,750,716,817,680,627,270,795,630,741,491,1181,771
MSTRG.977|VBP1,3524,4738,3665,2986,3845,1618,3574,4112,5227,2610,3963,3576
MSTRG.979|CLIC2,390,335,238,1332,1080,268,952,381,2288,576,913,612
MSTRG.981,430,337,158,161,195,147,416,167,285,167,215,171
MSTRG.985|MIR1184-3,0,0,0,0,0,0,0,0,1,0,1,0
MSTRG.981|TMLHE-AS1,5,10,8,13,9,4,13,14,17,3,5,9
MSTRG.982,217,277,168,107,102,106,117,109,165,116,181,175
MSTRG.983|H2AFB2,0,0,0,0,0,1,0,0,0,0,0,0
MSTRG.983|H2AFB3,4,1,3,1,3,0,4,2,2,2,9,0
MSTRG.984|F8A1,0,0,0,0,292,0,407,238,51,0,295,0
MSTRG.984|F8A3,881,734,847,846,618,265,642,367,795,452,411,642
MSTRG.987|MIR1184-3,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.990,53,222,48,206,95,14,47,30,34,98,32,124
MSTRG.991|SPRY3,0,38,34,17,26,12,38,14,51,24,33,27
MSTRG.991,68,0,0,0,0,0,2,0,0,0,0,2
MSTRG.986|F8A1,0,0,0,599,556,0,694,343,0,0,498,449
MSTRG.986|F8A3,217,165,222,2,73,74,8,26,225,104,1,1
MSTRG.988|H2AFB2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.988|H2AFB3,3,1,3,1,3,1,3,1,2,1,7,0
MSTRG.989|LOC101927830,6,14,9,13,11,3,13,9,23,5,4,11
MSTRG.990|TMLHE,1021,932,766,337,385,390,715,575,806,478,724,717
MSTRG.993,0,5,0,0,0,2,0,5,0,0,0,3
MSTRG.992|VAMP7,3262,3008,3009,2348,1892,1180,2441,2751,3070,1879,2867,2497
MSTRG.992,169,571,325,1,737,134,581,535,498,329,351,230
MSTRG.994,0,0,0,0,0,4,0,0,0,0,0,0
MSTRG.995|IL9R,25,130,125,0,0,1,0,0,0,0,0,0
MSTRG.995,627,279,131,62,117,206,94,89,170,131,226,151
MSTRG.996,1154,1248,2051,752,583,275,1089,1064,1506,428,1157,970
MSTRG.997|DDX11L16,6,11,11,5,2,0,5,7,0,0,7,16
NM_000451|SHOX,0,0,0,0,0,0,0,0,0,0,0,0
NM_006883|SHOX,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.4,0,0,0,0,0,0,0,0,0,7,0,0
NM_001141919|XG,0,0,0,0,0,0,0,0,6,5,0,3
NM_001141920|XG,0,0,0,0,0,0,0,0,0,0,0,0
NM_175569|XG,0,0,0,0,0,0,0,0,0,0,0,0
NR_003254|XGY2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.44,0,0,0,0,0,0,0,0,0,0,8,0
NM_001011719|ARSH,0,0,0,0,0,0,0,0,0,0,0,0
NM_001201538|ARSF,0,0,0,0,0,0,0,0,0,0,0,0
NM_001201539|ARSF,0,0,0,0,0,0,0,0,0,0,0,0
NM_004042|ARSF,0,0,0,0,0,0,0,0,0,0,0,0
NR_038428|LINC01546,0,0,0,0,0,0,0,0,0,0,0,0
NM_015419|MXRA5,0,0,0,0,0,0,0,0,0,0,0,0
NR_110390|LOC101928201,0,0,0,0,0,0,0,0,0,0,0,0
NR_039927|MIR4770,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.51,0,0,15,0,0,0,10,0,0,0,0,0
MSTRG.53,0,0,3,0,0,0,0,0,0,0,0,0
MSTRG.54,0,0,6,0,0,0,0,0,0,0,0,0
NM_001171186|FAM9A,0,0,0,0,0,0,0,0,0,0,0,0
NM_174951|FAM9A,0,0,0,0,0,0,0,0,0,0,0,0
NM_205849|FAM9B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001195081|CLDN34,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.85,0,0,0,6,0,0,0,0,0,0,0,0
MSTRG.93,0,0,0,0,0,0,13,0,0,10,0,0
MSTRG.96,0,0,0,0,0,0,0,0,0,0,8,0
MSTRG.101|EGFL6,0,15,2,10,0,20,0,0,97,0,0,110
MSTRG.102|MIR6086,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.106,0,7,0,0,0,0,8,6,4,0,0,4
NM_001012428|ASB11,0,0,0,0,0,0,0,0,0,0,0,0
NM_001201583|ASB11,0,0,0,0,0,0,0,0,0,0,0,0
NM_080873|ASB11,0,0,0,0,0,0,0,0,0,0,0,0
NM_021804|ACE2,0,0,0,0,0,0,0,0,0,0,0,0
NR_126564|GS1-594A7.3,0,0,0,0,0,0,0,0,0,0,0,0
NR_033348|RAI2,0,0,0,0,0,0,0,0,0,0,0,0
NR_033349|RAI2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001172732|RAI2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001172739|RAI2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001172743|RAI2,0,0,0,0,0,0,0,0,0,0,0,0
NM_021785|RAI2,0,0,0,0,0,0,0,0,0,0,0,0
NR_133641|LINC01456,0,0,0,0,0,0,0,0,0,0,0,0
NM_153346|BEND2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184767|BEND2,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.141,0,6,0,0,0,0,0,0,0,0,0,0
MSTRG.167|KLHL34,0,23,0,0,4,0,11,9,42,4,49,5
NM_173495|PTCHD1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001136233|SUPT20HL2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001136234|SUPT20HL1,0,0,0,0,0,0,0,0,0,0,0,0
NM_173699|MAGEB18,0,0,0,0,0,0,0,0,0,0,0,0
NM_173523|MAGEB6,0,0,0,0,0,0,0,0,0,0,0,0
NM_001271752|MAGEB5,0,0,0,0,0,0,0,0,0,0,0,0
NR_001559|VENTXP1,0,0,0,0,0,0,0,0,0,0,0,0
NR_002784|PPP4R3CP,0,0,0,0,0,0,2,0,0,0,0,0
NM_001136533|DCAF8L2,0,0,0,0,0,0,0,0,0,0,0,0
NM_182506|MAGEB10,0,0,0,0,0,0,0,0,0,0,0,0
NM_001017930|DCAF8L1,0,0,0,0,0,0,0,0,0,0,0,0
NR_106750|MIR6134,0,0,0,0,0,0,0,0,0,0,0,0
NM_002364|MAGEB2,0,0,0,0,0,0,0,0,0,0,0,0
NM_002365|MAGEB3,0,0,0,0,0,0,0,0,0,0,0,0
NM_000475|NR0B1,0,0,0,0,2,0,0,2,0,0,0,0
NM_031894|FTHL17,0,0,0,0,0,0,0,0,0,0,0,0
NM_203408|FAM47A,0,0,0,0,0,0,0,0,0,0,0,0
NM_031442|TMEM47,0,0,0,0,0,0,0,0,0,0,0,0
NM_152631|FAM47B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001099921|MAGEB16,0,0,0,0,0,0,0,0,0,0,0,0
NM_001013736|FAM47C,0,0,0,0,0,0,0,0,0,0,0,0
NM_001271682|FTH1P18,0,0,0,0,0,0,0,0,0,0,0,0
NM_021083|XK,0,4,3,0,4,0,0,0,0,4,12,0
NM_012274|HYPM,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.216,0,0,0,0,0,0,0,0,6,0,0,0
NM_000531|OTC,0,0,0,0,0,0,0,0,0,0,0,0
NR_038968|LINC01281,0,0,0,0,0,0,0,0,0,0,0,0
NR_110385|LINC01282,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.224,0,0,0,5,12,0,0,0,17,0,0,0
NR_037501|MIR3937,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.229,0,0,0,0,0,0,4,0,4,0,0,0
NR_106988|MIR7641-2,0,0,0,0,0,0,0,0,0,0,0,0
NM_022567|NYX,0,0,20,3,5,0,0,0,0,3,0,5
NR_002191|PPP1R2P9,0,0,0,0,0,0,0,0,0,0,0,0
NM_000898|MAOB,0,0,0,0,0,0,0,0,0,0,0,0
NM_000266|NDP,0,0,0,0,0,0,0,0,0,0,0,0
NR_104645|LINC01204,0,0,0,0,0,0,0,0,0,0,0,0
NR_104644|LINC01204,0,0,0,0,0,0,0,0,0,0,0,0
NR_102268|LOC392452,0,0,0,0,0,0,0,0,0,0,0,0
NR_125365|LOC401585,0,0,0,0,0,0,0,0,0,0,0,0
NR_110388|LINC01186,0,0,0,0,0,0,0,0,0,0,0,0
NR_033924|CXXC1P1,0,0,0,0,0,0,0,0,0,0,0,0
NR_028366|SSX6,0,0,0,0,0,0,0,0,0,0,0,0
NM_021015|SSX5,0,0,0,0,0,0,0,0,0,0,0,0
NM_175723|SSX5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001278691|SSX1,0,0,0,0,0,0,0,0,0,0,0,0
NM_005635|SSX1,0,0,0,0,0,0,0,0,0,0,0,0
NR_073393|SSX9,0,0,0,0,0,0,0,0,0,0,0,0
NM_021014|SSX3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001034832|SSX4B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001040612|SSX4B,0,0,0,0,0,0,0,0,0,0,0,0
NM_005636|SSX4,0,0,0,0,0,0,0,0,0,0,0,0
NM_175729|SSX4,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.317|PCSK1N,0,0,0,8,3,0,4,0,0,0,0,4
NM_003785|PAGE1,0,0,0,0,0,0,0,0,0,0,0,0
NM_007003|PAGE4,0,0,0,0,0,0,0,0,0,0,0,0
NM_003886|AKAP4,0,0,0,0,0,0,0,2,0,0,0,0
NM_139289|AKAP4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001013742|DGKK,0,0,0,0,0,0,0,0,0,0,0,0
NM_005448|BMP15,0,0,0,0,0,0,0,0,0,0,0,0
NR_110382|LINC01284,0,0,0,0,0,0,0,0,0,0,0,0
NM_153183|NUDT10,0,0,0,0,0,0,0,0,0,0,0,0
NM_001304963|NUDT10,0,0,0,0,0,0,0,0,0,0,0,0
NM_203407|CXorf67,0,0,0,0,0,0,0,0,0,0,0,0
NM_018159|NUDT11,0,0,0,0,0,0,0,4,0,0,2,0
NR_110654|LINC01496,0,0,0,0,0,0,0,0,0,0,0,0
NR_033772|CENPVP1,0,0,0,0,0,0,0,0,0,0,0,0
NR_033773|CENPVP2,0,0,0,0,0,1,0,4,2,0,0,2
NR_107055|MIR8088,0,0,0,0,0,0,0,0,0,0,0,0
NM_130777|XAGE2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001097594|XAGE1B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001097604|XAGE1E,0,0,0,0,0,0,0,0,0,2,0,0
NM_001097596|XAGE1B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001097605|XAGE1E,0,0,0,0,0,0,0,0,0,0,0,0
NR_033254|XAGE1B,0,0,0,0,0,0,0,0,0,0,0,0
NR_033257|XAGE1E,0,0,0,0,0,0,0,0,0,0,0,0
NR_027250|SSX8,0,0,0,0,0,0,0,0,0,0,0,0
NM_173358|SSX7,0,0,0,0,0,0,0,0,0,0,0,0
NM_001164417|SSX2B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001278701|SSX2B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001278702|SSX2B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001278697|SSX2,0,0,0,0,0,0,0,0,0,0,0,0
NM_003147|SSX2,0,0,0,0,0,0,0,0,0,0,0,0
NM_175698|SSX2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001009616|SPANXN5,0,0,0,0,0,0,0,0,0,0,0,0
NM_130775|XAGE5,0,0,0,0,0,0,0,0,0,0,0,0
NM_130776|XAGE3,0,0,0,0,0,0,0,0,0,0,0,0
NM_133179|XAGE3,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.358,0,0,0,0,0,0,0,0,0,0,0,4
NM_018969|GPR173,0,6,0,0,6,0,5,0,0,0,0,0
MSTRG.377,0,0,0,0,0,0,0,0,8,0,0,0
NM_198510|ITIH6,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.393|PAGE2,0,0,0,6,0,0,0,0,0,0,0,0
NR_132964|SNORA109,0,0,0,0,0,0,0,0,0,0,0,0
NM_001013435|PAGE5,0,0,0,0,0,0,0,0,0,0,0,0
NM_130467|PAGE5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001017931|PAGE3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171252|PAGE3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001303613|PAGE3,0,0,0,0,0,0,0,0,0,0,0,0
NR_130179|LOC100421746,0,0,0,0,0,0,0,0,0,0,0,0
NR_039764|MIR4536-1,0,0,0,0,0,0,0,0,0,0,0,0
NR_130469|MIR4536-2,0,0,0,0,0,0,0,0,0,0,0,0
NM_198451|FOXR2,0,0,0,0,0,0,0,0,2,0,0,0
NR_031567|MIR1468,0,0,0,0,0,0,0,0,0,0,0,0
NR_103715|LINC00269,0,0,0,0,0,0,0,0,0,0,0,0
NM_015686|FAM155B,0,0,6,0,0,0,0,0,0,0,0,0
NM_207320|OTUD6A,0,0,0,0,0,0,0,0,0,0,0,0
NM_001013579|AWAT1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171191|GDPD2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171192|GDPD2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171193|GDPD2,0,0,0,0,0,0,0,0,0,0,0,0
NM_017711|GDPD2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001003811|TEX11,0,0,0,0,0,0,0,0,0,0,0,0
NM_031276|TEX11,0,0,0,0,0,0,0,0,0,0,0,0
NM_001048164|SLC7A3,0,0,0,0,0,0,0,0,0,0,0,0
NM_032803|SLC7A3,0,0,0,0,0,0,0,0,0,0,0,0
NR_034116|LINC00684,0,0,0,0,0,0,0,0,0,0,0,0
NR_120493|LOC100132304,0,0,2,0,0,0,0,0,0,0,0,0
NR_120494|LOC100132304,0,0,6,0,0,0,0,0,0,0,0,0
NR_120499|LINC00684,0,0,0,0,0,0,0,0,0,0,0,0
NR_110398|PABPC1L2B-AS1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001042506|PABPC1L2B,0,0,0,0,0,0,2,0,0,0,0,0
NM_001012977|PABPC1L2A,0,0,0,0,0,0,2,0,0,0,0,0
NM_005193|CDX4,0,0,0,0,0,0,0,0,0,0,0,0
NM_203303|ZCCHC13,0,0,0,0,0,0,0,0,0,0,0,0
NM_138703|MAGEE2,0,0,0,3,0,0,0,0,0,0,0,0
MSTRG.532,0,0,0,0,0,0,4,0,0,1,0,0
NR_110400|MIR325HG,0,0,0,0,0,0,0,0,0,0,0,0
NR_110401|MIR325HG,0,0,0,0,0,0,0,0,0,0,0,0
NR_110402|MIR325HG,0,0,0,0,0,0,0,0,0,0,0,0
NR_110403|MIR325HG,0,0,0,0,0,0,0,0,0,0,0,0
NR_110404|MIR325HG,0,0,0,0,0,0,0,0,0,0,0,0
NR_110405|MIR325HG,0,0,0,0,0,0,0,0,0,0,0,0
NR_110406|MIR325HG,0,0,0,0,0,0,0,0,0,0,0,0
NR_029909|MIR384,0,0,0,0,0,0,0,0,0,0,0,0
NR_029905|MIR325,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.539|FGF16,0,0,0,0,0,0,0,0,0,4,8,0
NR_036258|MIR4328,0,0,0,0,0,0,0,0,0,0,0,0
NR_110646|CHMP1B2P,0,0,0,0,0,0,0,0,0,0,0,0
NM_001170574|FAM46D,0,0,0,0,0,0,0,0,0,0,0,0
NM_152630|FAM46D,0,0,0,0,0,0,0,0,0,0,0,0
NM_000307|POU3F4,0,0,0,0,0,0,0,0,3,0,0,0
NM_001271680|CYLC1,0,0,0,0,0,0,0,0,0,0,0,0
NM_021118|CYLC1,0,0,0,0,0,0,0,0,0,0,0,0
NR_031690|MIR548I4,0,0,0,0,0,0,0,0,0,0,0,0
NR_024062|UBE2DNL,0,0,0,0,0,0,0,0,0,0,0,0
NR_110651|LOC101928128,0,0,0,0,0,0,0,0,0,0,0,0
NR_031710|MIR1321,0,0,0,0,0,0,0,0,0,0,0,0
NM_057162|KLHL4,0,0,0,0,0,0,0,0,0,0,0,0
NM_019117|KLHL4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184771|CPXCR1,0,0,0,0,0,0,0,0,0,0,0,0
NM_033048|CPXCR1,0,0,0,0,0,0,0,0,0,0,0,0
NM_138960|TGIF2LX,0,0,0,0,0,0,0,0,0,0,0,0
NR_110659|PABPC5-AS1,0,0,0,0,0,0,0,0,0,0,0,0
NM_080832|PABPC5,0,0,0,0,0,0,0,0,0,0,0,0
NR_039659|MIR4454,0,0,0,0,1,0,0,0,0,0,0,0
NM_001171109|FAM133A,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171110|FAM133A,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171111|FAM133A,0,0,0,0,0,0,0,0,0,0,0,0
NM_173698|FAM133A,0,0,0,0,0,0,0,0,0,0,0,0
NR_031667|MIR548M,0,0,0,0,0,0,0,0,0,0,0,0
NR_003539|BRDTP1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001105243|PCDH19,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184880|PCDH19,0,0,0,0,0,0,0,0,0,0,0,0
NM_020766|PCDH19,0,0,0,0,0,0,0,0,0,0,0,0
NM_022144|TNMD,0,0,0,0,0,0,0,0,0,0,0,0
NM_014467|SRPX2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001277423|TCP11X2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001099686|NXF2B,0,0,0,0,0,0,0,0,0,0,0,0
NM_022053|NXF2,0,0,0,0,0,0,0,0,0,0,0,0
NR_002216|NXF4,0,0,0,0,0,0,0,0,0,0,0,0
NM_022052|NXF3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001002916|H2BFWT,0,0,0,0,4,0,0,0,0,0,0,0
NM_153448|ESX1,0,0,0,0,0,0,0,0,0,0,0,0
NM_198465|NRK,0,0,0,0,0,0,0,0,0,0,0,0
NM_000354|SERPINA7,0,0,0,0,0,0,0,0,0,0,0,0
NM_001171020|MUM1L1,0,0,0,0,0,0,0,0,0,0,0,0
NM_152423|MUM1L1,0,0,0,0,3,0,0,0,0,0,0,0
NM_024539|RNF128,0,0,0,0,0,0,0,0,0,0,0,0
NM_194463|RNF128,0,0,0,0,0,3,0,0,3,0,0,0
NM_001169154|PIH1D3,0,0,0,0,0,0,0,0,0,0,0,0
NM_173494|PIH1D3,0,0,0,0,0,0,0,0,0,0,0,0
NR_110652|LOC101928358,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.673|MIR6087,0,0,0,22,9,0,10,2,1,5,1,3
NR_002718|TDGF1P3,0,0,0,0,0,2,0,0,0,0,0,0
NM_001128166|PAK3,0,3,0,0,0,0,0,0,0,0,0,0
NM_001128167|PAK3,0,0,0,0,0,0,0,0,0,0,0,0
NM_002578|PAK3,0,3,0,0,0,0,0,0,0,0,0,0
NM_001128168|PAK3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001128172|PAK3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001128173|PAK3,0,0,0,0,0,0,0,0,0,0,0,0
NM_014289|CAPN6,0,0,0,0,0,0,0,0,0,0,0,0
NM_001004308|ZCCHC16,0,0,0,0,0,0,0,0,0,0,0,0
NR_110399|LOC101928437,0,0,0,3,0,0,0,0,0,0,0,0
NR_131204|XACT,0,1,0,0,0,0,0,0,0,0,0,0
NM_000640|IL13RA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_016383|LUZP4,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.718|SLC6A14,0,0,0,0,0,0,0,0,0,0,19,0
NM_001017978|CT83,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.720,0,47,30,25,70,10,85,78,69,52,41,51
NR_110393|LINC01285,0,0,0,0,0,0,0,0,0,0,0,0
NR_131250|RHOXF1P1,0,0,0,0,0,0,0,0,0,0,0,0
NR_037444|MIR3672,0,0,0,0,0,0,0,0,0,0,0,0
NM_001195272|TEX13C,0,0,0,0,0,0,0,0,0,0,0,0
NR_110409|LOC101928495,0,0,0,0,0,0,0,0,0,0,0,0
NM_001013628|DCAF12L2,0,0,0,0,0,0,0,0,0,0,0,4
NM_178470|DCAF12L1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001122716|PRR32,0,0,0,0,0,0,0,0,0,0,0,0
NM_138289|ACTRT1,0,0,0,0,0,0,0,0,0,0,0,0
NR_126350|LINC01201,0,0,0,0,0,0,0,0,0,0,0,0
NM_001004486|OR13H1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001306193|FRMD7,0,0,0,0,0,0,0,0,0,0,0,0
NM_194277|FRMD7,0,0,0,0,3,0,0,0,0,0,0,0
NM_001077188|HS6ST2,0,0,0,0,0,0,0,0,2,0,0,0
NM_147175|HS6ST2,0,0,0,0,0,0,0,0,0,0,0,0
NR_046691|HS6ST2-AS1,0,0,0,0,0,0,0,0,0,0,0,0
NM_031907|USP26,0,0,0,0,0,0,0,0,0,0,2,0
MSTRG.814|TFDP3,0,6,0,0,0,2,0,0,0,0,0,2
MSTRG.822|MIR363,0,1,0,0,0,0,1,0,0,1,0,0
MSTRG.824|MIR19B2,0,0,0,1,0,2,0,0,0,0,2,0
MSTRG.825|MIR20B,0,0,1,1,0,0,0,1,0,0,0,0
MSTRG.826|MIR18B,0,1,0,0,0,0,0,0,0,0,0,0
MSTRG.827|MIR106A,0,0,0,0,0,0,0,0,0,0,0,2
NM_001101357|CCDC160,0,0,0,0,0,0,0,0,0,0,0,0
NR_030587|MIR450B,0,0,0,0,0,0,0,0,0,0,0,0
NR_029962|MIR450A1,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.830|MIR450A2,0,0,0,0,0,0,0,0,0,1,0,0
MSTRG.831|MIR542,0,0,0,0,0,0,0,0,0,1,0,0
MSTRG.833,0,0,0,0,0,0,0,0,0,0,3,0
MSTRG.833|LINC00629,0,4,6,0,0,0,0,0,0,0,2,0
NR_033941|LINC00633,0,0,0,0,0,0,0,0,0,2,0,0
MSTRG.839|LOC100287728,0,0,0,0,0,0,0,0,0,0,3,0
NM_001031705|CT55,0,0,0,0,0,0,0,0,0,0,0,0
NM_017863|CT55,0,0,0,2,0,0,1,0,0,0,0,0
MSTRG.840,0,0,0,0,0,0,2,0,4,0,0,0
NR_104652|LOC100506790,0,0,0,0,0,0,0,0,0,0,0,0
NM_018666|SAGE1,0,0,0,0,0,0,0,0,0,14,0,0
NM_153834|ADGRG4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001727|BRS3,0,0,0,0,0,0,0,0,0,0,0,0
NM_016267|VGLL1,0,0,0,0,0,0,0,0,0,0,0,0
NR_030631|MIR934,0,0,0,0,0,0,0,0,0,0,0,0
NR_038461|LINC00892,0,0,0,0,0,0,0,0,0,0,0,0
NR_038462|LINC00892,0,0,0,0,0,0,0,0,0,0,0,0
NM_000074|CD40LG,0,0,0,0,0,4,0,0,4,0,0,0
NM_054021|GPR101,0,0,0,0,0,0,0,0,3,0,0,0
NM_003413|ZIC3,0,0,0,0,0,0,0,0,0,0,0,0
NR_026935|LINC00889,0,0,0,0,0,0,0,0,0,0,0,0
NM_004114|FGF13,0,0,0,0,0,0,0,0,0,0,0,0
NM_033642|FGF13,0,0,0,0,0,0,0,0,0,0,0,0
NM_001139502|FGF13,0,0,0,0,0,0,0,0,0,0,0,0
NM_001139498|FGF13,0,0,0,0,0,0,0,0,0,0,0,0
NM_001139500|FGF13,0,0,0,0,0,0,0,0,0,0,0,0
NM_001139501|FGF13,0,0,0,0,0,0,0,0,0,0,0,1
NR_030229|MIR504,0,0,0,0,0,0,0,0,0,0,0,0
NR_038405|FGF13-AS1,0,0,0,0,0,0,0,0,0,0,0,0
NM_000133|F9,0,0,0,0,0,0,0,0,0,0,0,0
NM_001313913|F9,0,0,0,0,0,0,0,0,0,0,0,0
NM_001013403|CXorf66,0,0,0,0,0,0,0,0,0,0,0,0
NM_005634|SOX3,0,0,0,0,0,0,0,0,0,0,0,0
NR_028345|LINC00632,0,0,0,0,0,0,0,0,0,0,0,0
NR_028344|LINC00632,0,0,0,0,0,0,0,0,0,0,0,0
NR_104228|LINC00632,0,0,0,6,0,0,0,0,0,0,0,0
MSTRG.873|CDR1,0,2,2,9,5,0,0,0,0,2,0,0
NR_031725|MIR320D2,0,0,0,0,0,0,0,0,0,0,0,0
NM_022661|SPANXC,0,0,0,0,0,0,0,0,0,0,0,0
NR_037183|SPANXA2-OT1,0,0,0,0,0,0,0,0,0,0,0,0
NM_013453|SPANXA1,0,0,0,0,0,0,0,0,0,0,0,0
NM_145662|SPANXA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_032417|SPANXD,0,0,0,0,0,0,0,0,0,0,0,0
NM_138702|MAGEC3,0,0,0,0,0,0,0,0,0,0,0,0
NM_177456|MAGEC3,0,0,0,0,0,0,0,0,0,0,0,0
NM_005462|MAGEC1,0,0,0,0,0,0,0,0,0,0,0,0
NM_016249|MAGEC2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001009613|SPANXN4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001009609|SPANXN3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184750|SLITRK4,0,0,0,0,0,0,0,0,0,0,0,0
NM_173078|SLITRK4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001184749|SLITRK4,0,0,4,0,0,0,0,0,0,0,0,0
NM_001009615|SPANXN2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001009614|SPANXN1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001144003|SLITRK2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001144004|SLITRK2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001144005|SLITRK2,0,0,0,0,0,0,0,0,0,0,0,0
NM_032539|SLITRK2,0,0,0,0,0,0,3,0,0,0,0,0
NM_001144006|SLITRK2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001144008|SLITRK2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001144009|SLITRK2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001144010|SLITRK2,0,0,0,0,0,0,0,0,0,0,0,0
NM_004709|TMEM257,0,0,0,0,0,0,0,0,0,0,0,0
NR_106783|MIR892C,0,0,0,0,0,0,0,0,0,0,0,0
NR_030589|MIR890,0,0,0,0,0,0,0,0,0,0,0,0
NR_030592|MIR888,0,0,0,0,0,0,0,0,0,0,0,0
NR_030584|MIR892A,0,0,0,0,0,0,0,0,0,0,0,0
NR_030593|MIR892B,0,0,0,0,0,0,0,0,0,0,0,0
NR_030590|MIR891B,0,0,0,0,0,0,0,0,0,0,0,0
NR_030581|MIR891A,0,0,0,0,0,0,0,0,0,0,0,0
NM_001144064|CXorf51A,0,0,0,0,0,0,0,0,0,0,0,0
NM_001244892|CXorf51B,0,0,0,0,0,0,0,0,0,0,0,0
NR_031709|MIR513C,0,0,0,0,0,0,0,0,0,0,0,0
NR_031708|MIR513B,0,0,0,0,0,0,0,0,0,0,0,0
NR_030231|MIR513A1,0,0,0,0,0,0,0,0,0,0,0,0
NR_030232|MIR513A2,0,0,0,0,0,0,0,0,0,0,0,0
NR_030233|MIR506,0,0,0,0,0,0,0,0,0,0,0,0
NR_030234|MIR507,0,0,0,0,0,0,0,0,0,0,0,0
NR_030235|MIR508,0,0,0,0,0,0,0,0,0,0,0,0
NR_036173|MIR514B,0,0,0,0,0,0,0,0,0,0,0,0
NR_030236|MIR509-1,0,0,0,0,0,0,0,0,0,0,0,0
NR_030586|MIR509-2,0,0,0,0,0,0,0,0,0,0,0,0
NR_030629|MIR509-3,0,0,0,0,0,0,0,0,0,0,0,0
NR_030237|MIR510,0,0,0,0,0,0,0,0,0,0,0,0
NR_030238|MIR514A1,0,0,0,0,0,0,0,0,0,0,0,0
NR_030239|MIR514A2,0,0,0,0,0,0,0,0,0,0,0,0
NR_030240|MIR514A3,0,0,0,0,0,0,0,0,0,0,0,0
NM_152578|FMR1NB,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.884,0,0,0,0,5,0,0,0,0,0,0,0
NM_005365|MAGEA9,0,0,0,0,0,0,0,0,0,0,0,0
NM_001080790|MAGEA9B,0,4,0,0,0,0,0,0,0,0,0,12
NR_031748|MIR2114,0,0,0,0,0,0,0,0,0,0,0,0
NM_001177465|MAMLD1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001177466|MAMLD1,0,0,0,0,0,0,0,0,0,0,0,0
NM_005491|MAMLD1,0,0,0,0,2,0,0,0,0,0,0,0
NR_036256|MIR4330,0,0,0,0,0,0,0,0,0,0,0,0
NM_004224|GPR50,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.909,0,0,0,0,0,10,0,0,0,0,0,90
NM_173493|PASD1,0,0,0,0,0,0,0,0,0,0,0,0
NM_024082|PRRG3,0,0,0,0,0,0,0,0,0,0,0,0
NR_033262|PRRG3,0,0,0,0,0,0,0,0,0,0,0,0
NM_033085|FATE1,0,0,0,0,0,0,0,0,0,0,0,0
NM_005140|CNGA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001011548|MAGEA4,0,0,0,0,0,0,0,0,0,0,0,0
NM_002362|MAGEA4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001011549|MAGEA4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001011550|MAGEA4,0,0,0,0,0,0,0,0,0,0,0,0
NM_004961|GABRE,0,0,0,0,0,0,0,0,0,0,0,0
NR_029638|MIR224,0,0,0,0,0,0,0,0,0,0,0,0
NR_029973|MIR452,0,0,0,0,0,0,0,0,0,0,0,0
NM_021049|MAGEA5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001204811|MAGEA10-MAGEA5,0,0,0,0,0,0,0,0,0,0,0,0
NM_001011543|MAGEA10,0,0,0,0,0,0,0,0,0,0,0,0
NM_001251828|MAGEA10,0,0,0,0,0,0,0,0,0,0,0,0
NM_021048|MAGEA10,0,0,0,0,0,0,0,0,0,0,0,0
NM_000808|GABRA3,0,0,0,0,0,0,0,0,0,0,0,0
NR_029521|MIR105-1,0,0,0,0,0,0,0,0,0,0,0,0
NR_030409|MIR767,0,0,0,0,0,0,0,0,0,0,0,0
NR_029522|MIR105-2,0,0,0,0,0,0,0,0,0,0,0,0
NM_005362|MAGEA3,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282501|MAGEA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282502|MAGEA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282504|MAGEA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001282505|MAGEA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_005361|MAGEA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_175742|MAGEA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_175743|MAGEA2,0,0,0,0,0,0,0,0,0,0,0,0
NM_153488|MAGEA2B,0,0,0,0,0,0,0,0,0,0,0,0
NM_001102576|CSAG1,0,0,0,0,0,0,0,0,0,0,0,0
NM_153478|CSAG1,0,0,0,0,0,0,0,0,0,0,0,0
NM_001166387|MAGEA12,0,0,0,0,0,0,0,0,0,0,0,0
NM_005367|MAGEA12,0,0,0,0,0,0,0,0,0,0,0,0
NR_073432|CSAG4,0,0,0,0,0,0,0,0,0,0,0,0
NM_001166386|MAGEA12,0,0,0,0,0,0,0,0,0,0,0,0
NM_005363|MAGEA6,0,0,0,0,0,0,0,0,0,0,0,0
NM_175868|MAGEA6,0,0,0,0,0,0,0,0,0,0,3,0
NM_004988|MAGEA1,0,0,2,0,0,0,0,0,0,0,0,0
MSTRG.917,0,6,7,6,7,0,0,0,0,3,0,0
NM_001395|DUSP9,0,0,0,0,0,0,0,0,0,0,0,4
NM_020061|OPN1LW,0,0,0,0,0,0,0,0,0,0,0,0
NM_001327|CTAG1B,0,0,0,0,0,0,0,0,0,0,0,0
NM_139250|CTAG1A,0,0,0,0,0,0,0,0,0,0,0,0
NM_020994|CTAG2,0,0,0,5,0,0,0,0,0,0,0,0
NM_172377|CTAG2,0,0,0,0,0,0,0,0,0,0,0,0
NM_001162936|SMIM9,0,0,0,0,0,0,0,0,0,0,0,0
MSTRG.980,0,0,0,0,2,0,0,0,4,0,0,0