In [1]:
options(warn = -1)

suppressPackageStartupMessages({
library(minfi)
library(ggplot2)
library(tidyverse)
library(openxlsx)
library(ggrepel)
library(patchwork)
library(gridExtra) 
library(scatterplot3d)
library(corrplot)
library(dplyr)
library(IlluminaHumanMethylationEPICanno.ilm10b4.hg19)
library(tibble)
library(clusterProfiler)
library(org.Hs.eg.db)
library(tidyverse)
library(data.table)
library(pheatmap)
library(biomaRt)
})
In [2]:
setwd("/nfs_data/aismail_work/20250610_iwohlers_dnamethyl_alliance_weckmann/ERA DNAm and RNA/meqtl")
In [3]:
read_df <- function(path) {
  read.delim(path, header = TRUE, row.names = 1, check.names = FALSE)
}


# Load all files
expr     <- read_df("expr.tsv")
cov      <- read_df("cov_mat.tsv")
genopos  <- read_df("genepos.tsv")
geno     <- read_df("geno.tsv")
snpspos  <- read_df("/nfs_data/aismail_work/20250610_iwohlers_dnamethyl_alliance_weckmann/ERA DNAm and RNA/snpspos.tsv")
In [4]:
head(expr)
dim(expr)
head(cov)
dim(cov)
head(genopos)
dim(genopos)
head(geno)
dim(geno)
head(snpspos)
dim(snpspos)
A data.frame: 6 × 139
ID0022ID0251ID0262ID0393ID0439ID0479ID0494ID0511ID0805ID0824⋯ID9428ID9459ID9604ID9611ID9621ID9663ID9720ID9781ID9918ID9972
<dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl>⋯<dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl>
A_33_P3396872_CPED1-1.3689394 3.35107900-1.5051055-0.39192100.3850131 2.5947420 0.03072715-1.4636159 0.3961468-1.2659259⋯ 0.630114100 0.40203762-1.0073109-0.04738903-0.084532260.7277513 0.7365842 1.5147915-0.48138620.9984970
A_33_P3267760_BCOR 0.3959370 2.06494450-0.3671009-1.20937301.0980093 2.3443660-0.12487650-1.0065427 0.5497692-0.8935125⋯ 0.077516080-0.41262817-1.8239913-0.86885524-0.907292370.3081295 1.0509560 0.9189892 0.11459850.1810920
A_32_P194264_CHAC2-0.1801887-0.01972044-0.5567336 0.33784960.8185678-0.0987730-0.44758940-0.3977628 0.3122244-0.3372707⋯-0.003941298 0.38526940-0.5616155 0.17150330 0.466360100.5097628-0.3861752-0.7476590 0.36443660.3454075
A_23_P153745_IFI30-0.1421785 0.20207262 0.9367528 1.73634241.0529761-0.3199029-0.03545046 1.0249705 0.5785976-0.7004619⋯ 1.114379400-0.09802437 1.4124017-0.04797649 0.655091760.5061412-0.2821751-0.2783618 1.12284900.6665168
A_21_P0014180_GPR146-0.7417617 2.71373770-0.8150744-0.97163770.8826017 3.3624630-0.26760864-0.3405328 0.2833872-1.5254574⋯ 0.044141054 1.34398890-1.5810790-0.64827347-0.695132500.1501574 0.5867124-0.1551046-0.81556850.4210672
A_24_P944991_SREK1IP1-1.0763819 0.27145565-0.3387217 0.40003230.8925309 1.3142984-0.80259420-0.8872940-1.2592742-2.9163077⋯-1.033968700 0.95221496 0.1884344-0.32434702-0.262824770.6718693 0.2276502-0.2446258 0.18077540.7313895
  1. 29851
  2. 139
A data.frame: 2 × 139
ID0022ID0251ID0262ID0393ID0439ID0479ID0494ID0511ID0805ID0824⋯ID9428ID9459ID9604ID9611ID9621ID9663ID9720ID9781ID9918ID9972
<int><int><int><int><int><int><int><int><int><int>⋯<int><int><int><int><int><int><int><int><int><int>
age68556769273928474965⋯70215467606649765345
sex 1 1 1 0 0 1 1 1 1 1⋯ 1 1 1 0 0 0 0 0 1 0
  1. 2
  2. 139
A data.frame: 6 × 3
ChromosomeStartEnd
<chr><int><int>
A_33_P3396872_CPED17 120628731120937498
A_33_P3267760_BCORX 39909068 40036582
A_32_P194264_CHAC22 53994929 54002333
A_23_P153745_IFI3019 18283972 18288927
A_21_P0014180_GPR1467 1084212 1098897
A_24_P944991_SREK1IP15 64013971 64064512
  1. 29851
  2. 3
A data.frame: 6 × 139
ID0022ID0251ID0262ID0393ID0439ID0479ID0494ID0511ID0805ID0824⋯ID9428ID9459ID9604ID9611ID9621ID9663ID9720ID9781ID9918ID9972
<int><int><int><int><int><int><int><int><int><int>⋯<int><int><int><int><int><int><int><int><int><int>
rs5752721510000000001⋯0000010011
rs5444190190000000001⋯0000010011
rs626352860000101000⋯0100000010
rs2005799490000101000⋯0100000010
rs5317308561010000000⋯1000001000
rs5461694440000000011⋯0001000001
  1. 5967986
  2. 139
A data.frame: 6 × 2
ChromosomePosition
<int><int>
rs575272151111008
rs544419019111012
rs62635286113116
rs200579949113118
rs531730856113273
rs546169444114464
  1. 5967986
  2. 2
In [5]:
expr <- as.matrix(expr)

# Apply inverse rank normalisation per gene
library(RNOmni)
expr_int <- t(apply(expr, 1, RankNorm))

# Save
write.table(expr_int, "expression_IRN.txt", sep="\t", quote=FALSE)
In [6]:
head(expr_int)
dim(expr_int)
A matrix: 6 × 139 of type dbl
ID0022ID0251ID0262ID0393ID0439ID0479ID0494ID0511ID0805ID0824⋯ID9428ID9459ID9604ID9611ID9621ID9663ID9720ID9781ID9918ID9972
A_33_P3396872_CPED1-1.2939254 2.61294173-1.4823749-0.36816950.3299044 1.7461209 0.09012647-1.3820189 0.3681695-1.1780437⋯ 0.54830435 0.3875025-0.9843263 0.01800189-0.072066020.6562401 0.6787331 1.3366756-0.506923840.9274741
A_33_P3267760_BCOR 0.3875025 1.66882229-0.3681695-1.53869850.9843263 2.0780802-0.14450876-1.1088278 0.5275012-0.9274741⋯-0.01800189-0.4069815-1.9425990-0.90014501-1.013979660.2733813 0.9001450 0.7969265 0.036009620.1445088
A_32_P194264_CHAC2-0.2921166-0.05402904-0.7724358 0.65624011.3820189-0.1627236-0.63407433-0.5483043 0.6122158-0.4266162⋯-0.01800189 0.7724358-0.7969265 0.29211658 0.873472210.9274741-0.5275012-0.8734722 0.748399820.7015748
A_23_P153745_IFI30-0.4663939 0.14450876 0.8219048 2.07808021.0139797-0.6340743-0.21771893 0.9274741 0.5069238-1.0445526⋯ 1.17804373-0.3681695 1.5386985-0.27338128 0.634074330.4266162-0.5693476-0.5483043 1.214867800.6562401
A_21_P0014180_GPR146-0.6122158 1.94259897-0.6787331-0.79692650.8219048 2.6129417-0.21771893-0.2361897 0.3109550-1.2148678⋯ 0.03600962 1.1780437-1.2939254-0.56934757-0.590646010.1627236 0.6340743-0.1627236-0.701574840.4865590
A_24_P944991_SREK1IP1-1.3366756 0.32990443-0.2921166 0.46639391.1427514 1.8355294-0.92747410-1.0445526-1.6003757-2.6129417⋯-1.25341735 1.1780437 0.1809925-0.23618972-0.180992540.8734722 0.2733813-0.1627236 0.162723570.9843263
  1. 29851
  2. 139
In [7]:
library(MatrixEQTL)

as_sliced <- function(m, slice = 2000L) {
  sd <- SlicedData$new()
  sd$CreateFromMatrix(as.matrix(m))
  sd$ResliceCombined(slice)
  sd
}
snps <- as_sliced(geno)            # rows=SNPs, cols=samples
gene <- as_sliced(expr_int)            # rows=probes, cols=samples
cvrt <- as_sliced(cov)
In [8]:
snpspos <- cbind(id = rownames(snpspos), snpspos)
rownames(snpspos) <- NULL
head(snpspos)
A data.frame: 6 × 3
idChromosomePosition
<chr><int><int>
1rs575272151111008
2rs544419019111012
3rs62635286 113116
4rs200579949113118
5rs531730856113273
6rs546169444114464
In [9]:
genopos <- cbind(id = rownames(genopos), genopos)
rownames(genopos) <- NULL
head(genopos)
A data.frame: 6 × 4
idChromosomeStartEnd
<chr><chr><int><int>
1A_33_P3396872_CPED1 7 120628731120937498
2A_33_P3267760_BCOR X 39909068 40036582
3A_32_P194264_CHAC2 2 53994929 54002333
4A_23_P153745_IFI30 19 18283972 18288927
5A_21_P0014180_GPR146 7 1084212 1098897
6A_24_P944991_SREK1IP15 64013971 64064512
In [10]:
me <- Matrix_eQTL_main(
  snps      = snps,
  gene      = gene,
  cvrt      = cvrt,
  useModel  = modelLINEAR,
  output_file_name      = "",
  pvOutputThreshold     = 0,          # cis only
  output_file_name.cis  = "cis_eQTL_IRN_hits.tsv",
  pvOutputThreshold.cis = 1,
  snpspos   = snpspos,
  genepos   = genopos,
  cisDist   = 1e6,
  errorCovariance = numeric(), 
	verbose = TRUE,
  pvalue.hist = "qqplot",
	min.pv.by.genesnp = FALSE,
	noFDRsaveMemory = FALSE)

  
cis_hits <- me$cis$eqtls
Matching data files and location files

29851 of 29851 genes matched

5967986 of 5967986 SNPs matched


Task finished in 0.976 seconds

Reordering genes

Task finished in 2.888 seconds

Processing covariates

Task finished in 0.004 seconds

Processing gene expression data (imputation, residualization)

Task finished in 0.084 seconds

Creating output file(s)

Task finished in 0.913 seconds

Performing eQTL analysis

 0.00% done, 157,313 cis-eQTLs

 0.03% done, 310,586 cis-eQTLs

 0.06% done, 400,209 cis-eQTLs

 0.10% done, 452,354 cis-eQTLs

 0.13% done, 492,411 cis-eQTLs

 0.16% done, 506,674 cis-eQTLs

 0.20% done, 567,512 cis-eQTLs

 0.23% done, 649,191 cis-eQTLs

 0.27% done, 711,170 cis-eQTLs

 0.30% done, 764,564 cis-eQTLs

 0.33% done, 840,045 cis-eQTLs

 0.37% done, 937,219 cis-eQTLs

 0.40% done, 1,045,025 cis-eQTLs

 0.43% done, 1,123,977 cis-eQTLs

 0.47% done, 1,158,766 cis-eQTLs

 0.50% done, 1,209,957 cis-eQTLs

 0.53% done, 1,292,585 cis-eQTLs

 0.57% done, 1,404,854 cis-eQTLs

 0.60% done, 1,483,775 cis-eQTLs

 0.63% done, 1,533,741 cis-eQTLs

 0.67% done, 1,586,069 cis-eQTLs

 0.70% done, 1,666,650 cis-eQTLs

 0.73% done, 1,753,175 cis-eQTLs

 0.77% done, 1,840,022 cis-eQTLs

 0.80% done, 1,924,429 cis-eQTLs

 0.84% done, 2,024,431 cis-eQTLs

 0.87% done, 2,130,189 cis-eQTLs

 0.90% done, 2,217,001 cis-eQTLs

 0.94% done, 2,334,285 cis-eQTLs

 0.97% done, 2,453,014 cis-eQTLs

 1.00% done, 2,501,980 cis-eQTLs

 1.04% done, 2,530,535 cis-eQTLs

 1.07% done, 2,580,187 cis-eQTLs

 1.10% done, 2,688,837 cis-eQTLs

 1.14% done, 2,757,571 cis-eQTLs

 1.17% done, 2,810,203 cis-eQTLs

 1.20% done, 2,895,488 cis-eQTLs

 1.24% done, 2,968,356 cis-eQTLs

 1.27% done, 3,043,296 cis-eQTLs

 1.30% done, 3,137,198 cis-eQTLs

 1.34% done, 3,225,974 cis-eQTLs

 1.37% done, 3,286,263 cis-eQTLs

 1.40% done, 3,381,850 cis-eQTLs

 1.44% done, 3,506,860 cis-eQTLs

 1.47% done, 3,616,561 cis-eQTLs

 1.51% done, 3,728,544 cis-eQTLs

 1.54% done, 3,818,186 cis-eQTLs

 1.57% done, 3,855,306 cis-eQTLs

 1.61% done, 3,887,928 cis-eQTLs

 1.64% done, 3,961,316 cis-eQTLs

 1.67% done, 4,053,960 cis-eQTLs

 1.71% done, 4,129,561 cis-eQTLs

 1.74% done, 4,159,928 cis-eQTLs

 1.77% done, 4,170,723 cis-eQTLs

 1.81% done, 4,185,406 cis-eQTLs

 1.84% done, 4,206,829 cis-eQTLs

 1.87% done, 4,230,720 cis-eQTLs

 1.91% done, 4,247,630 cis-eQTLs

 1.94% done, 4,265,740 cis-eQTLs

 1.97% done, 4,298,804 cis-eQTLs

 2.01% done, 4,339,450 cis-eQTLs

 2.04% done, 4,374,291 cis-eQTLs

 2.07% done, 4,412,448 cis-eQTLs

 2.11% done, 4,455,246 cis-eQTLs

 2.14% done, 4,501,820 cis-eQTLs

 2.18% done, 4,557,212 cis-eQTLs

 2.21% done, 4,590,103 cis-eQTLs

 2.24% done, 4,622,507 cis-eQTLs

 2.28% done, 4,670,009 cis-eQTLs

 2.31% done, 4,685,996 cis-eQTLs

 2.34% done, 4,699,981 cis-eQTLs

 2.38% done, 4,731,134 cis-eQTLs

 2.41% done, 4,767,454 cis-eQTLs

 2.44% done, 4,799,536 cis-eQTLs

 2.48% done, 4,840,505 cis-eQTLs

 2.51% done, 4,878,068 cis-eQTLs

 2.54% done, 4,889,762 cis-eQTLs

 2.58% done, 4,889,762 cis-eQTLs

 2.61% done, 4,889,762 cis-eQTLs

 2.64% done, 4,889,762 cis-eQTLs

 2.68% done, 4,890,268 cis-eQTLs

 2.71% done, 4,910,920 cis-eQTLs

 2.75% done, 4,966,436 cis-eQTLs

 2.78% done, 5,021,937 cis-eQTLs

 2.81% done, 5,064,262 cis-eQTLs

 2.85% done, 5,094,751 cis-eQTLs

 2.88% done, 5,122,712 cis-eQTLs

 2.91% done, 5,173,696 cis-eQTLs

 2.95% done, 5,203,792 cis-eQTLs

 2.98% done, 5,240,391 cis-eQTLs

 3.01% done, 5,298,926 cis-eQTLs

 3.05% done, 5,348,072 cis-eQTLs

 3.08% done, 5,375,639 cis-eQTLs

 3.11% done, 5,388,671 cis-eQTLs

 3.15% done, 5,397,588 cis-eQTLs

 3.18% done, 5,409,715 cis-eQTLs

 3.21% done, 5,423,827 cis-eQTLs

 3.25% done, 5,469,478 cis-eQTLs

 3.28% done, 5,513,487 cis-eQTLs

 3.31% done, 5,529,905 cis-eQTLs

 3.35% done, 5,540,857 cis-eQTLs

 3.38% done, 5,554,325 cis-eQTLs

 3.42% done, 5,560,393 cis-eQTLs

 3.45% done, 5,560,393 cis-eQTLs

 3.48% done, 5,566,529 cis-eQTLs

 3.52% done, 5,583,519 cis-eQTLs

 3.55% done, 5,636,504 cis-eQTLs

 3.58% done, 5,749,369 cis-eQTLs

 3.62% done, 5,865,243 cis-eQTLs

 3.65% done, 5,945,153 cis-eQTLs

 3.68% done, 6,010,368 cis-eQTLs

 3.72% done, 6,073,728 cis-eQTLs

 3.75% done, 6,148,937 cis-eQTLs

 3.78% done, 6,209,627 cis-eQTLs

 3.82% done, 6,260,133 cis-eQTLs

 3.85% done, 6,309,035 cis-eQTLs

 3.88% done, 6,336,546 cis-eQTLs

 3.92% done, 6,380,315 cis-eQTLs

 3.95% done, 6,403,036 cis-eQTLs

 3.99% done, 6,472,829 cis-eQTLs

 4.02% done, 6,505,825 cis-eQTLs

 4.05% done, 6,606,577 cis-eQTLs

 4.09% done, 6,781,116 cis-eQTLs

 4.12% done, 6,967,682 cis-eQTLs

 4.15% done, 7,165,471 cis-eQTLs

 4.19% done, 7,341,904 cis-eQTLs

 4.19% done, 7,362,774 cis-eQTLs

 4.22% done, 7,385,797 cis-eQTLs

 4.22% done, 7,533,323 cis-eQTLs

 4.26% done, 7,643,553 cis-eQTLs

 4.29% done, 7,730,389 cis-eQTLs

 4.32% done, 7,826,679 cis-eQTLs

 4.36% done, 7,959,804 cis-eQTLs

 4.39% done, 8,124,992 cis-eQTLs

 4.42% done, 8,253,010 cis-eQTLs

 4.46% done, 8,312,449 cis-eQTLs

 4.49% done, 8,346,411 cis-eQTLs

 4.52% done, 8,362,918 cis-eQTLs

 4.56% done, 8,392,360 cis-eQTLs

 4.59% done, 8,431,499 cis-eQTLs

 4.62% done, 8,477,806 cis-eQTLs

 4.66% done, 8,534,113 cis-eQTLs

 4.69% done, 8,596,297 cis-eQTLs

 4.72% done, 8,650,003 cis-eQTLs

 4.76% done, 8,704,221 cis-eQTLs

 4.79% done, 8,752,271 cis-eQTLs

 4.83% done, 8,803,685 cis-eQTLs

 4.86% done, 8,856,257 cis-eQTLs

 4.89% done, 8,913,151 cis-eQTLs

 4.93% done, 8,946,578 cis-eQTLs

 4.96% done, 8,966,367 cis-eQTLs

 4.99% done, 8,992,459 cis-eQTLs

 5.03% done, 9,044,426 cis-eQTLs

 5.06% done, 9,119,078 cis-eQTLs

 5.09% done, 9,185,677 cis-eQTLs

 5.13% done, 9,225,336 cis-eQTLs

 5.16% done, 9,268,166 cis-eQTLs

 5.19% done, 9,335,827 cis-eQTLs

 5.23% done, 9,390,392 cis-eQTLs

 5.26% done, 9,421,470 cis-eQTLs

 5.29% done, 9,441,854 cis-eQTLs

 5.33% done, 9,452,183 cis-eQTLs

 5.36% done, 9,455,905 cis-eQTLs

 5.39% done, 9,456,425 cis-eQTLs

 5.43% done, 9,458,425 cis-eQTLs

 5.46% done, 9,460,528 cis-eQTLs

 5.50% done, 9,470,209 cis-eQTLs

 5.53% done, 9,495,009 cis-eQTLs

 5.56% done, 9,506,131 cis-eQTLs

 5.60% done, 9,506,131 cis-eQTLs

 5.63% done, 9,513,174 cis-eQTLs

 5.66% done, 9,544,047 cis-eQTLs

 5.70% done, 9,582,755 cis-eQTLs

 5.73% done, 9,598,558 cis-eQTLs

 5.76% done, 9,618,050 cis-eQTLs

 5.80% done, 9,683,339 cis-eQTLs

 5.83% done, 9,781,784 cis-eQTLs

 5.86% done, 9,896,570 cis-eQTLs

 5.90% done, 10,017,739 cis-eQTLs

 5.93% done, 10,116,413 cis-eQTLs

 5.96% done, 10,185,341 cis-eQTLs

 6.00% done, 10,259,437 cis-eQTLs

 6.03% done, 10,296,783 cis-eQTLs

 6.07% done, 10,330,210 cis-eQTLs

 6.10% done, 10,376,446 cis-eQTLs

 6.13% done, 10,421,287 cis-eQTLs

 6.17% done, 10,473,028 cis-eQTLs

 6.20% done, 10,520,157 cis-eQTLs

 6.23% done, 10,551,750 cis-eQTLs

 6.27% done, 10,579,464 cis-eQTLs

 6.30% done, 10,594,375 cis-eQTLs

 6.33% done, 10,609,603 cis-eQTLs

 6.37% done, 10,629,695 cis-eQTLs

 6.40% done, 10,652,882 cis-eQTLs

 6.43% done, 10,676,208 cis-eQTLs

 6.47% done, 10,697,742 cis-eQTLs

 6.50% done, 10,715,827 cis-eQTLs

 6.53% done, 10,758,348 cis-eQTLs

 6.57% done, 10,813,004 cis-eQTLs

 6.60% done, 10,855,530 cis-eQTLs

 6.63% done, 10,915,771 cis-eQTLs

 6.67% done, 10,975,601 cis-eQTLs

 6.70% done, 11,038,257 cis-eQTLs

 6.74% done, 11,112,755 cis-eQTLs

 6.77% done, 11,176,464 cis-eQTLs

 6.80% done, 11,226,510 cis-eQTLs

 6.84% done, 11,291,311 cis-eQTLs

 6.87% done, 11,348,621 cis-eQTLs

 6.90% done, 11,377,385 cis-eQTLs

 6.94% done, 11,393,561 cis-eQTLs

 6.97% done, 11,423,781 cis-eQTLs

 7.00% done, 11,469,603 cis-eQTLs

 7.04% done, 11,522,475 cis-eQTLs

 7.07% done, 11,559,219 cis-eQTLs

 7.10% done, 11,582,231 cis-eQTLs

 7.14% done, 11,592,167 cis-eQTLs

 7.17% done, 11,609,369 cis-eQTLs

 7.20% done, 11,631,054 cis-eQTLs

 7.24% done, 11,659,820 cis-eQTLs

 7.27% done, 11,690,432 cis-eQTLs

 7.31% done, 11,719,698 cis-eQTLs

 7.34% done, 11,746,783 cis-eQTLs

 7.37% done, 11,776,331 cis-eQTLs

 7.41% done, 11,807,388 cis-eQTLs

 7.44% done, 11,837,172 cis-eQTLs

 7.47% done, 11,874,343 cis-eQTLs

 7.51% done, 11,950,096 cis-eQTLs

 7.54% done, 12,072,669 cis-eQTLs

 7.57% done, 12,201,328 cis-eQTLs

 7.61% done, 12,280,635 cis-eQTLs

 7.64% done, 12,313,203 cis-eQTLs

 7.67% done, 12,344,211 cis-eQTLs

 7.71% done, 12,365,291 cis-eQTLs

 7.74% done, 12,388,724 cis-eQTLs

 7.77% done, 12,423,332 cis-eQTLs

 7.81% done, 12,455,332 cis-eQTLs

 7.84% done, 12,470,503 cis-eQTLs

 7.87% done, 12,472,909 cis-eQTLs

 7.91% done, 12,492,815 cis-eQTLs

 7.94% done, 12,516,065 cis-eQTLs

 7.98% done, 12,541,078 cis-eQTLs

 8.01% done, 12,584,911 cis-eQTLs

 8.04% done, 12,645,250 cis-eQTLs

 8.08% done, 12,710,624 cis-eQTLs

 8.11% done, 12,770,301 cis-eQTLs

 8.14% done, 12,807,351 cis-eQTLs

 8.18% done, 12,822,806 cis-eQTLs

 8.21% done, 12,828,720 cis-eQTLs

 8.24% done, 12,832,097 cis-eQTLs

 8.28% done, 12,843,705 cis-eQTLs

 8.31% done, 12,857,705 cis-eQTLs

 8.34% done, 12,872,865 cis-eQTLs

 8.38% done, 12,890,653 cis-eQTLs

 8.41% done, 12,910,400 cis-eQTLs

 8.44% done, 12,948,233 cis-eQTLs

 8.48% done, 12,996,255 cis-eQTLs

 8.51% done, 13,019,418 cis-eQTLs

 8.55% done, 13,029,912 cis-eQTLs

 8.58% done, 13,069,677 cis-eQTLs

 8.61% done, 13,137,950 cis-eQTLs

 8.65% done, 13,228,756 cis-eQTLs

 8.68% done, 13,343,687 cis-eQTLs

 8.71% done, 13,384,649 cis-eQTLs

 8.75% done, 13,425,972 cis-eQTLs

 8.78% done, 13,460,855 cis-eQTLs

 8.81% done, 13,504,354 cis-eQTLs

 8.85% done, 13,553,987 cis-eQTLs

 8.88% done, 13,586,789 cis-eQTLs

 8.91% done, 13,603,984 cis-eQTLs

 8.95% done, 13,609,041 cis-eQTLs

 8.98% done, 13,610,589 cis-eQTLs

 9.01% done, 13,627,144 cis-eQTLs

 9.05% done, 13,670,084 cis-eQTLs

 9.08% done, 13,742,480 cis-eQTLs

 9.11% done, 13,819,876 cis-eQTLs

 9.15% done, 13,876,838 cis-eQTLs

 9.18% done, 13,897,090 cis-eQTLs

 9.22% done, 13,918,359 cis-eQTLs

 9.25% done, 13,951,451 cis-eQTLs

 9.28% done, 13,995,457 cis-eQTLs

 9.32% done, 14,054,821 cis-eQTLs

 9.35% done, 14,111,512 cis-eQTLs

 9.38% done, 14,169,756 cis-eQTLs

 9.42% done, 14,216,906 cis-eQTLs

 9.45% done, 14,276,509 cis-eQTLs

 9.48% done, 14,345,882 cis-eQTLs

 9.52% done, 14,404,746 cis-eQTLs

 9.55% done, 14,444,653 cis-eQTLs

 9.58% done, 14,478,978 cis-eQTLs

 9.62% done, 14,494,448 cis-eQTLs

 9.65% done, 14,508,448 cis-eQTLs

 9.68% done, 14,518,066 cis-eQTLs

 9.72% done, 14,519,723 cis-eQTLs

 9.75% done, 14,543,644 cis-eQTLs

 9.78% done, 14,590,528 cis-eQTLs

 9.82% done, 14,648,144 cis-eQTLs

 9.85% done, 14,683,927 cis-eQTLs

 9.89% done, 14,695,744 cis-eQTLs

 9.92% done, 14,705,043 cis-eQTLs

 9.95% done, 14,717,043 cis-eQTLs

 9.99% done, 14,728,338 cis-eQTLs

10.02% done, 14,755,701 cis-eQTLs

10.05% done, 14,800,872 cis-eQTLs

10.09% done, 14,835,781 cis-eQTLs

10.12% done, 14,873,949 cis-eQTLs

10.15% done, 14,902,813 cis-eQTLs

10.19% done, 14,924,315 cis-eQTLs

10.22% done, 14,942,742 cis-eQTLs

10.25% done, 14,975,838 cis-eQTLs

10.29% done, 15,033,371 cis-eQTLs

10.32% done, 15,130,030 cis-eQTLs

10.35% done, 15,234,798 cis-eQTLs

10.39% done, 15,299,732 cis-eQTLs

10.42% done, 15,347,271 cis-eQTLs

10.46% done, 15,477,951 cis-eQTLs

10.49% done, 15,586,871 cis-eQTLs

10.52% done, 15,619,832 cis-eQTLs

10.56% done, 15,635,822 cis-eQTLs

10.59% done, 15,641,822 cis-eQTLs

10.62% done, 15,653,629 cis-eQTLs

10.66% done, 15,670,595 cis-eQTLs

10.69% done, 15,688,473 cis-eQTLs

10.72% done, 15,699,830 cis-eQTLs

10.76% done, 15,706,851 cis-eQTLs

10.79% done, 15,706,851 cis-eQTLs

10.82% done, 15,706,935 cis-eQTLs

10.86% done, 15,729,085 cis-eQTLs

10.89% done, 15,833,843 cis-eQTLs

10.92% done, 15,955,540 cis-eQTLs

10.96% done, 16,001,524 cis-eQTLs

10.99% done, 16,020,974 cis-eQTLs

11.02% done, 16,059,637 cis-eQTLs

11.03% done, 16,071,742 cis-eQTLs

11.06% done, 16,083,189 cis-eQTLs

11.06% done, 16,139,521 cis-eQTLs

11.09% done, 16,200,339 cis-eQTLs

11.13% done, 16,251,685 cis-eQTLs

11.16% done, 16,300,255 cis-eQTLs

11.19% done, 16,349,708 cis-eQTLs

11.23% done, 16,379,982 cis-eQTLs

11.26% done, 16,401,768 cis-eQTLs

11.30% done, 16,438,056 cis-eQTLs

11.33% done, 16,466,384 cis-eQTLs

11.36% done, 16,480,122 cis-eQTLs

11.40% done, 16,514,304 cis-eQTLs

11.43% done, 16,556,944 cis-eQTLs

11.46% done, 16,589,620 cis-eQTLs

11.50% done, 16,644,799 cis-eQTLs

11.53% done, 16,735,566 cis-eQTLs

11.56% done, 16,808,084 cis-eQTLs

11.60% done, 16,829,067 cis-eQTLs

11.63% done, 16,835,862 cis-eQTLs

11.66% done, 16,840,404 cis-eQTLs

11.70% done, 16,849,266 cis-eQTLs

11.73% done, 16,876,223 cis-eQTLs

11.76% done, 16,916,333 cis-eQTLs

11.80% done, 16,959,190 cis-eQTLs

11.83% done, 16,990,333 cis-eQTLs

11.86% done, 16,999,458 cis-eQTLs

11.90% done, 17,003,458 cis-eQTLs

11.93% done, 17,007,458 cis-eQTLs

11.97% done, 17,011,458 cis-eQTLs

12.00% done, 17,017,784 cis-eQTLs

12.03% done, 17,057,964 cis-eQTLs

12.07% done, 17,114,816 cis-eQTLs

12.10% done, 17,151,331 cis-eQTLs

12.13% done, 17,171,908 cis-eQTLs

12.17% done, 17,233,500 cis-eQTLs

12.20% done, 17,295,120 cis-eQTLs

12.23% done, 17,337,563 cis-eQTLs

12.27% done, 17,356,770 cis-eQTLs

12.30% done, 17,382,878 cis-eQTLs

12.33% done, 17,412,664 cis-eQTLs

12.37% done, 17,422,955 cis-eQTLs

12.40% done, 17,433,485 cis-eQTLs

12.43% done, 17,445,690 cis-eQTLs

12.47% done, 17,453,899 cis-eQTLs

12.50% done, 17,457,899 cis-eQTLs

12.54% done, 17,461,899 cis-eQTLs

12.57% done, 17,467,283 cis-eQTLs

12.60% done, 17,477,905 cis-eQTLs

12.64% done, 17,496,899 cis-eQTLs

12.67% done, 17,507,191 cis-eQTLs

12.70% done, 17,516,472 cis-eQTLs

12.74% done, 17,534,126 cis-eQTLs

12.77% done, 17,547,279 cis-eQTLs

12.80% done, 17,564,816 cis-eQTLs

12.84% done, 17,591,435 cis-eQTLs

12.87% done, 17,612,159 cis-eQTLs

12.90% done, 17,625,713 cis-eQTLs

12.94% done, 17,632,997 cis-eQTLs

12.97% done, 17,641,361 cis-eQTLs

13.00% done, 17,659,908 cis-eQTLs

13.04% done, 17,700,523 cis-eQTLs

13.07% done, 17,736,179 cis-eQTLs

13.10% done, 17,766,217 cis-eQTLs

13.14% done, 17,796,219 cis-eQTLs

13.17% done, 17,824,771 cis-eQTLs

13.21% done, 17,841,064 cis-eQTLs

13.24% done, 17,864,987 cis-eQTLs

13.27% done, 17,904,217 cis-eQTLs

13.31% done, 17,937,304 cis-eQTLs

13.34% done, 17,954,509 cis-eQTLs

13.37% done, 17,983,582 cis-eQTLs

13.41% done, 18,031,896 cis-eQTLs

13.44% done, 18,091,099 cis-eQTLs

13.47% done, 18,142,469 cis-eQTLs

13.51% done, 18,180,916 cis-eQTLs

13.54% done, 18,209,620 cis-eQTLs

13.57% done, 18,254,102 cis-eQTLs

13.61% done, 18,301,732 cis-eQTLs

13.64% done, 18,347,898 cis-eQTLs

13.67% done, 18,405,616 cis-eQTLs

13.71% done, 18,467,040 cis-eQTLs

13.74% done, 18,511,161 cis-eQTLs

13.78% done, 18,534,018 cis-eQTLs

13.81% done, 18,554,999 cis-eQTLs

13.84% done, 18,584,217 cis-eQTLs

13.88% done, 18,608,411 cis-eQTLs

13.91% done, 18,624,700 cis-eQTLs

13.94% done, 18,629,516 cis-eQTLs

13.98% done, 18,643,433 cis-eQTLs

14.01% done, 18,666,983 cis-eQTLs

14.04% done, 18,691,215 cis-eQTLs

14.08% done, 18,730,064 cis-eQTLs

14.11% done, 18,783,119 cis-eQTLs

14.14% done, 18,809,320 cis-eQTLs

14.18% done, 18,815,715 cis-eQTLs

14.21% done, 18,821,855 cis-eQTLs

14.24% done, 18,854,153 cis-eQTLs

14.28% done, 18,901,042 cis-eQTLs

14.31% done, 18,923,890 cis-eQTLs

14.34% done, 18,998,864 cis-eQTLs

14.38% done, 19,095,378 cis-eQTLs

14.41% done, 19,148,907 cis-eQTLs

14.45% done, 19,170,704 cis-eQTLs

14.48% done, 19,197,908 cis-eQTLs

14.51% done, 19,244,661 cis-eQTLs

14.55% done, 19,298,667 cis-eQTLs

14.58% done, 19,340,799 cis-eQTLs

14.61% done, 19,369,474 cis-eQTLs

14.65% done, 19,395,193 cis-eQTLs

14.68% done, 19,405,499 cis-eQTLs

14.71% done, 19,413,630 cis-eQTLs

14.75% done, 19,427,630 cis-eQTLs

14.78% done, 19,443,307 cis-eQTLs

14.81% done, 19,466,347 cis-eQTLs

14.85% done, 19,500,760 cis-eQTLs

14.88% done, 19,535,699 cis-eQTLs

14.91% done, 19,609,857 cis-eQTLs

14.95% done, 19,729,374 cis-eQTLs

14.98% done, 19,784,235 cis-eQTLs

15.02% done, 19,790,356 cis-eQTLs

15.05% done, 19,811,712 cis-eQTLs

15.08% done, 19,847,055 cis-eQTLs

15.12% done, 19,880,221 cis-eQTLs

15.15% done, 19,905,655 cis-eQTLs

15.18% done, 19,918,075 cis-eQTLs

15.22% done, 19,944,651 cis-eQTLs

15.25% done, 19,980,651 cis-eQTLs

15.28% done, 20,010,035 cis-eQTLs

15.32% done, 20,028,978 cis-eQTLs

15.35% done, 20,077,075 cis-eQTLs

15.38% done, 20,161,525 cis-eQTLs

15.42% done, 20,268,989 cis-eQTLs

15.45% done, 20,370,289 cis-eQTLs

15.48% done, 20,458,637 cis-eQTLs

15.52% done, 20,507,059 cis-eQTLs

15.55% done, 20,536,373 cis-eQTLs

15.58% done, 20,557,951 cis-eQTLs

15.62% done, 20,591,357 cis-eQTLs

15.65% done, 20,659,072 cis-eQTLs

15.69% done, 20,733,423 cis-eQTLs

15.72% done, 20,789,532 cis-eQTLs

15.75% done, 20,823,476 cis-eQTLs

15.79% done, 20,871,030 cis-eQTLs

15.82% done, 20,946,414 cis-eQTLs

15.85% done, 21,019,975 cis-eQTLs

15.89% done, 21,054,533 cis-eQTLs

15.92% done, 21,064,668 cis-eQTLs

15.95% done, 21,073,088 cis-eQTLs

15.99% done, 21,079,109 cis-eQTLs

16.02% done, 21,095,389 cis-eQTLs

16.05% done, 21,116,443 cis-eQTLs

16.09% done, 21,140,816 cis-eQTLs

16.12% done, 21,169,356 cis-eQTLs

16.15% done, 21,194,149 cis-eQTLs

16.19% done, 21,213,808 cis-eQTLs

16.22% done, 21,230,381 cis-eQTLs

16.26% done, 21,245,685 cis-eQTLs

16.29% done, 21,267,598 cis-eQTLs

16.32% done, 21,294,439 cis-eQTLs

16.36% done, 21,354,493 cis-eQTLs

16.39% done, 21,477,888 cis-eQTLs

16.42% done, 21,594,904 cis-eQTLs

16.46% done, 21,649,466 cis-eQTLs

16.49% done, 21,697,010 cis-eQTLs

16.52% done, 21,749,746 cis-eQTLs

16.56% done, 21,813,213 cis-eQTLs

16.59% done, 21,884,094 cis-eQTLs

16.62% done, 21,937,548 cis-eQTLs

16.66% done, 21,965,202 cis-eQTLs

16.69% done, 21,977,466 cis-eQTLs

16.72% done, 21,987,392 cis-eQTLs

16.76% done, 22,001,392 cis-eQTLs

16.79% done, 22,021,955 cis-eQTLs

16.82% done, 22,034,165 cis-eQTLs

16.86% done, 22,046,165 cis-eQTLs

16.89% done, 22,060,561 cis-eQTLs

16.93% done, 22,091,848 cis-eQTLs

16.96% done, 22,127,347 cis-eQTLs

16.99% done, 22,164,622 cis-eQTLs

17.03% done, 22,192,595 cis-eQTLs

17.06% done, 22,218,083 cis-eQTLs

17.09% done, 22,239,598 cis-eQTLs

17.13% done, 22,261,052 cis-eQTLs

17.16% done, 22,277,749 cis-eQTLs

17.19% done, 22,287,687 cis-eQTLs

17.23% done, 22,299,709 cis-eQTLs

17.26% done, 22,324,400 cis-eQTLs

17.29% done, 22,362,852 cis-eQTLs

17.33% done, 22,390,774 cis-eQTLs

17.36% done, 22,400,001 cis-eQTLs

17.39% done, 22,409,385 cis-eQTLs

17.43% done, 22,440,116 cis-eQTLs

17.46% done, 22,500,189 cis-eQTLs

17.50% done, 22,569,811 cis-eQTLs

17.53% done, 22,623,415 cis-eQTLs

17.56% done, 22,654,314 cis-eQTLs

17.60% done, 22,701,232 cis-eQTLs

17.63% done, 22,760,602 cis-eQTLs

17.66% done, 22,818,683 cis-eQTLs

17.70% done, 22,898,049 cis-eQTLs

17.73% done, 22,980,352 cis-eQTLs

17.76% done, 23,086,683 cis-eQTLs

17.80% done, 23,241,602 cis-eQTLs

17.83% done, 23,350,405 cis-eQTLs

17.86% done, 23,444,333 cis-eQTLs

17.90% done, 23,473,973 cis-eQTLs

17.93% done, 23,490,848 cis-eQTLs

17.96% done, 23,514,401 cis-eQTLs

18.00% done, 23,565,306 cis-eQTLs

18.03% done, 23,626,308 cis-eQTLs

18.06% done, 23,652,855 cis-eQTLs

18.10% done, 23,656,761 cis-eQTLs

18.13% done, 23,660,007 cis-eQTLs

18.17% done, 23,669,173 cis-eQTLs

18.20% done, 23,696,751 cis-eQTLs

18.23% done, 23,741,548 cis-eQTLs

18.27% done, 23,794,343 cis-eQTLs

18.30% done, 23,843,916 cis-eQTLs

18.33% done, 23,877,002 cis-eQTLs

18.37% done, 23,894,143 cis-eQTLs

18.40% done, 23,909,096 cis-eQTLs

18.43% done, 23,917,219 cis-eQTLs

18.47% done, 23,935,778 cis-eQTLs

18.50% done, 23,955,778 cis-eQTLs

18.53% done, 23,974,311 cis-eQTLs

18.57% done, 24,002,596 cis-eQTLs

18.60% done, 24,037,470 cis-eQTLs

18.63% done, 24,061,634 cis-eQTLs

18.67% done, 24,074,706 cis-eQTLs

18.70% done, 24,094,091 cis-eQTLs

18.73% done, 24,111,800 cis-eQTLs

18.77% done, 24,118,257 cis-eQTLs

18.80% done, 24,123,768 cis-eQTLs

18.84% done, 24,126,402 cis-eQTLs

18.87% done, 24,128,905 cis-eQTLs

18.90% done, 24,130,951 cis-eQTLs

18.94% done, 24,132,732 cis-eQTLs

18.97% done, 24,133,809 cis-eQTLs

19.00% done, 24,139,822 cis-eQTLs

19.04% done, 24,147,822 cis-eQTLs

19.07% done, 24,159,382 cis-eQTLs

19.10% done, 24,175,541 cis-eQTLs

19.14% done, 24,192,069 cis-eQTLs

19.17% done, 24,204,838 cis-eQTLs

19.20% done, 24,212,784 cis-eQTLs

19.24% done, 24,225,821 cis-eQTLs

19.27% done, 24,234,254 cis-eQTLs

19.30% done, 24,243,714 cis-eQTLs

19.34% done, 24,269,714 cis-eQTLs

19.34% done, 24,293,422 cis-eQTLs

19.37% done, 24,315,218 cis-eQTLs

19.37% done, 24,344,953 cis-eQTLs

19.41% done, 24,347,398 cis-eQTLs

19.41% done, 24,382,521 cis-eQTLs

19.44% done, 24,421,813 cis-eQTLs

19.47% done, 24,464,081 cis-eQTLs

19.51% done, 24,485,507 cis-eQTLs

19.54% done, 24,487,743 cis-eQTLs

19.57% done, 24,487,787 cis-eQTLs

19.61% done, 24,492,651 cis-eQTLs

19.64% done, 24,499,833 cis-eQTLs

19.68% done, 24,515,269 cis-eQTLs

19.71% done, 24,548,049 cis-eQTLs

19.74% done, 24,590,373 cis-eQTLs

19.78% done, 24,612,765 cis-eQTLs

19.81% done, 24,619,860 cis-eQTLs

19.84% done, 24,657,868 cis-eQTLs

19.88% done, 24,713,483 cis-eQTLs

19.91% done, 24,767,010 cis-eQTLs

19.94% done, 24,803,364 cis-eQTLs

19.98% done, 24,824,686 cis-eQTLs

20.01% done, 24,841,429 cis-eQTLs

20.04% done, 24,850,540 cis-eQTLs

20.08% done, 24,879,485 cis-eQTLs

20.11% done, 24,927,192 cis-eQTLs

20.14% done, 24,972,846 cis-eQTLs

20.18% done, 25,027,263 cis-eQTLs

20.21% done, 25,093,716 cis-eQTLs

20.25% done, 25,155,098 cis-eQTLs

20.28% done, 25,201,846 cis-eQTLs

20.31% done, 25,253,064 cis-eQTLs

20.35% done, 25,303,229 cis-eQTLs

20.38% done, 25,354,553 cis-eQTLs

20.41% done, 25,410,317 cis-eQTLs

20.45% done, 25,493,005 cis-eQTLs

20.48% done, 25,552,240 cis-eQTLs

20.51% done, 25,589,252 cis-eQTLs

20.55% done, 25,630,299 cis-eQTLs

20.58% done, 25,668,650 cis-eQTLs

20.61% done, 25,716,945 cis-eQTLs

20.65% done, 25,752,885 cis-eQTLs

20.68% done, 25,772,238 cis-eQTLs

20.71% done, 25,790,322 cis-eQTLs

20.75% done, 25,830,006 cis-eQTLs

20.78% done, 25,881,717 cis-eQTLs

20.81% done, 25,911,421 cis-eQTLs

20.85% done, 25,941,138 cis-eQTLs

20.88% done, 25,980,891 cis-eQTLs

20.92% done, 26,007,817 cis-eQTLs

20.95% done, 26,015,196 cis-eQTLs

20.98% done, 26,018,598 cis-eQTLs

21.02% done, 26,030,238 cis-eQTLs

21.05% done, 26,049,187 cis-eQTLs

21.08% done, 26,063,519 cis-eQTLs

21.12% done, 26,099,465 cis-eQTLs

21.15% done, 26,156,805 cis-eQTLs

21.18% done, 26,217,429 cis-eQTLs

21.22% done, 26,258,579 cis-eQTLs

21.25% done, 26,289,226 cis-eQTLs

21.28% done, 26,315,371 cis-eQTLs

21.32% done, 26,339,834 cis-eQTLs

21.35% done, 26,366,971 cis-eQTLs

21.38% done, 26,412,694 cis-eQTLs

21.42% done, 26,456,443 cis-eQTLs

21.45% done, 26,496,068 cis-eQTLs

21.49% done, 26,530,043 cis-eQTLs

21.52% done, 26,575,997 cis-eQTLs

21.55% done, 26,603,780 cis-eQTLs

21.59% done, 26,612,831 cis-eQTLs

21.62% done, 26,613,316 cis-eQTLs

21.65% done, 26,613,316 cis-eQTLs

21.69% done, 26,614,144 cis-eQTLs

21.72% done, 26,618,567 cis-eQTLs

21.75% done, 26,624,545 cis-eQTLs

21.79% done, 26,630,595 cis-eQTLs

21.82% done, 26,645,635 cis-eQTLs

21.85% done, 26,669,068 cis-eQTLs

21.89% done, 26,715,653 cis-eQTLs

21.92% done, 26,765,191 cis-eQTLs

21.95% done, 26,802,362 cis-eQTLs

21.99% done, 26,833,544 cis-eQTLs

22.02% done, 26,855,375 cis-eQTLs

22.05% done, 26,875,828 cis-eQTLs

22.09% done, 26,893,686 cis-eQTLs

22.12% done, 26,911,609 cis-eQTLs

22.16% done, 26,927,594 cis-eQTLs

22.19% done, 26,944,852 cis-eQTLs

22.22% done, 26,977,171 cis-eQTLs

22.26% done, 27,018,601 cis-eQTLs

22.29% done, 27,053,007 cis-eQTLs

22.32% done, 27,096,813 cis-eQTLs

22.36% done, 27,195,658 cis-eQTLs

22.39% done, 27,298,919 cis-eQTLs

22.42% done, 27,366,080 cis-eQTLs

22.46% done, 27,430,034 cis-eQTLs

22.49% done, 27,483,637 cis-eQTLs

22.52% done, 27,509,241 cis-eQTLs

22.56% done, 27,527,999 cis-eQTLs

22.59% done, 27,549,946 cis-eQTLs

22.62% done, 27,574,930 cis-eQTLs

22.66% done, 27,600,321 cis-eQTLs

22.69% done, 27,620,693 cis-eQTLs

22.73% done, 27,651,787 cis-eQTLs

22.76% done, 27,704,811 cis-eQTLs

22.79% done, 27,763,735 cis-eQTLs

22.83% done, 27,833,994 cis-eQTLs

22.86% done, 27,920,044 cis-eQTLs

22.89% done, 28,011,333 cis-eQTLs

22.93% done, 28,083,582 cis-eQTLs

22.96% done, 28,131,583 cis-eQTLs

22.99% done, 28,214,204 cis-eQTLs

23.03% done, 28,307,898 cis-eQTLs

23.06% done, 28,390,628 cis-eQTLs

23.09% done, 28,462,971 cis-eQTLs

23.13% done, 28,520,756 cis-eQTLs

23.16% done, 28,564,667 cis-eQTLs

23.19% done, 28,607,443 cis-eQTLs

23.23% done, 28,652,481 cis-eQTLs

23.26% done, 28,705,171 cis-eQTLs

23.29% done, 28,756,315 cis-eQTLs

23.33% done, 28,813,228 cis-eQTLs

23.36% done, 28,862,974 cis-eQTLs

23.40% done, 28,907,574 cis-eQTLs

23.43% done, 28,930,021 cis-eQTLs

23.46% done, 28,944,113 cis-eQTLs

23.50% done, 28,954,370 cis-eQTLs

23.53% done, 28,957,953 cis-eQTLs

23.56% done, 28,963,766 cis-eQTLs

23.60% done, 28,983,147 cis-eQTLs

23.63% done, 29,014,189 cis-eQTLs

23.66% done, 29,050,099 cis-eQTLs

23.70% done, 29,097,956 cis-eQTLs

23.73% done, 29,141,828 cis-eQTLs

23.76% done, 29,174,672 cis-eQTLs

23.80% done, 29,195,626 cis-eQTLs

23.83% done, 29,199,449 cis-eQTLs

23.86% done, 29,208,619 cis-eQTLs

23.90% done, 29,220,619 cis-eQTLs

23.93% done, 29,231,017 cis-eQTLs

23.97% done, 29,235,017 cis-eQTLs

24.00% done, 29,241,664 cis-eQTLs

24.03% done, 29,262,715 cis-eQTLs

24.07% done, 29,294,913 cis-eQTLs

24.10% done, 29,329,034 cis-eQTLs

24.13% done, 29,344,936 cis-eQTLs

24.17% done, 29,348,747 cis-eQTLs

24.20% done, 29,348,747 cis-eQTLs

24.23% done, 29,349,110 cis-eQTLs

24.27% done, 29,351,110 cis-eQTLs

24.30% done, 29,353,110 cis-eQTLs

24.33% done, 29,354,284 cis-eQTLs

24.37% done, 29,354,284 cis-eQTLs

24.40% done, 29,354,284 cis-eQTLs

24.43% done, 29,356,051 cis-eQTLs

24.47% done, 29,363,855 cis-eQTLs

24.50% done, 29,372,210 cis-eQTLs

24.53% done, 29,391,378 cis-eQTLs

24.57% done, 29,409,548 cis-eQTLs

24.60% done, 29,442,577 cis-eQTLs

24.64% done, 29,492,785 cis-eQTLs

24.67% done, 29,544,286 cis-eQTLs

24.70% done, 29,584,922 cis-eQTLs

24.74% done, 29,621,218 cis-eQTLs

24.77% done, 29,648,752 cis-eQTLs

24.80% done, 29,661,037 cis-eQTLs

24.84% done, 29,669,537 cis-eQTLs

24.87% done, 29,677,816 cis-eQTLs

24.90% done, 29,689,142 cis-eQTLs

24.94% done, 29,716,035 cis-eQTLs

24.97% done, 29,754,437 cis-eQTLs

25.00% done, 29,776,847 cis-eQTLs

25.04% done, 29,810,458 cis-eQTLs

25.07% done, 29,850,074 cis-eQTLs

25.10% done, 29,883,444 cis-eQTLs

25.14% done, 29,923,193 cis-eQTLs

25.17% done, 29,980,642 cis-eQTLs

25.21% done, 30,024,996 cis-eQTLs

25.24% done, 30,055,052 cis-eQTLs

25.27% done, 30,060,793 cis-eQTLs

25.31% done, 30,060,793 cis-eQTLs

25.34% done, 30,060,793 cis-eQTLs

25.37% done, 30,060,793 cis-eQTLs

25.41% done, 30,060,793 cis-eQTLs

25.44% done, 30,060,793 cis-eQTLs

25.47% done, 30,060,793 cis-eQTLs

25.51% done, 30,062,481 cis-eQTLs

25.54% done, 30,066,160 cis-eQTLs

25.57% done, 30,069,632 cis-eQTLs

25.61% done, 30,071,632 cis-eQTLs

25.64% done, 30,084,952 cis-eQTLs

25.67% done, 30,118,329 cis-eQTLs

25.71% done, 30,162,911 cis-eQTLs

25.74% done, 30,208,493 cis-eQTLs

25.77% done, 30,262,000 cis-eQTLs

25.81% done, 30,321,064 cis-eQTLs

25.84% done, 30,357,680 cis-eQTLs

25.88% done, 30,374,847 cis-eQTLs

25.91% done, 30,418,106 cis-eQTLs

25.94% done, 30,463,754 cis-eQTLs

25.98% done, 30,518,877 cis-eQTLs

26.01% done, 30,582,303 cis-eQTLs

26.04% done, 30,634,364 cis-eQTLs

26.08% done, 30,675,933 cis-eQTLs

26.11% done, 30,722,026 cis-eQTLs

26.14% done, 30,766,086 cis-eQTLs

26.18% done, 30,798,208 cis-eQTLs

26.21% done, 30,845,637 cis-eQTLs

26.24% done, 30,906,770 cis-eQTLs

26.28% done, 30,947,964 cis-eQTLs

26.31% done, 30,968,495 cis-eQTLs

26.34% done, 30,989,909 cis-eQTLs

26.38% done, 31,034,822 cis-eQTLs

26.41% done, 31,096,308 cis-eQTLs

26.44% done, 31,139,942 cis-eQTLs

26.48% done, 31,165,936 cis-eQTLs

26.51% done, 31,175,341 cis-eQTLs

26.55% done, 31,182,729 cis-eQTLs

26.58% done, 31,189,327 cis-eQTLs

26.61% done, 31,207,751 cis-eQTLs

26.65% done, 31,228,174 cis-eQTLs

26.68% done, 31,239,073 cis-eQTLs

26.71% done, 31,246,655 cis-eQTLs

26.75% done, 31,254,357 cis-eQTLs

26.78% done, 31,283,958 cis-eQTLs

26.81% done, 31,335,815 cis-eQTLs

26.85% done, 31,376,825 cis-eQTLs

26.88% done, 31,392,201 cis-eQTLs

26.91% done, 31,413,438 cis-eQTLs

26.95% done, 31,444,265 cis-eQTLs

26.98% done, 31,465,532 cis-eQTLs

27.01% done, 31,496,495 cis-eQTLs

27.05% done, 31,529,710 cis-eQTLs

27.08% done, 31,549,014 cis-eQTLs

27.12% done, 31,579,310 cis-eQTLs

27.15% done, 31,619,696 cis-eQTLs

27.18% done, 31,649,973 cis-eQTLs

27.22% done, 31,661,373 cis-eQTLs

27.25% done, 31,680,831 cis-eQTLs

27.28% done, 31,699,472 cis-eQTLs

27.32% done, 31,711,796 cis-eQTLs

27.35% done, 31,716,356 cis-eQTLs

27.38% done, 31,718,653 cis-eQTLs

27.42% done, 31,722,203 cis-eQTLs

27.45% done, 31,737,123 cis-eQTLs

27.48% done, 31,766,690 cis-eQTLs

27.52% done, 31,795,106 cis-eQTLs

27.55% done, 31,816,787 cis-eQTLs

27.58% done, 31,835,754 cis-eQTLs

27.62% done, 31,864,574 cis-eQTLs

27.65% done, 31,902,306 cis-eQTLs

27.68% done, 31,927,979 cis-eQTLs

27.72% done, 31,940,939 cis-eQTLs

27.75% done, 31,946,803 cis-eQTLs

27.79% done, 31,950,803 cis-eQTLs

27.82% done, 31,961,110 cis-eQTLs

27.85% done, 31,987,074 cis-eQTLs

27.89% done, 31,996,306 cis-eQTLs

27.92% done, 31,996,902 cis-eQTLs

27.95% done, 31,996,902 cis-eQTLs

27.99% done, 31,998,560 cis-eQTLs

28.02% done, 32,002,812 cis-eQTLs

28.05% done, 32,008,484 cis-eQTLs

28.09% done, 32,011,198 cis-eQTLs

28.12% done, 32,013,561 cis-eQTLs

28.15% done, 32,017,777 cis-eQTLs

28.19% done, 32,034,004 cis-eQTLs

28.22% done, 32,059,493 cis-eQTLs

28.25% done, 32,098,432 cis-eQTLs

28.29% done, 32,135,529 cis-eQTLs

28.32% done, 32,166,397 cis-eQTLs

28.36% done, 32,181,590 cis-eQTLs

28.39% done, 32,197,632 cis-eQTLs

28.42% done, 32,228,438 cis-eQTLs

28.46% done, 32,270,087 cis-eQTLs

28.49% done, 32,316,658 cis-eQTLs

28.52% done, 32,342,745 cis-eQTLs

28.56% done, 32,351,074 cis-eQTLs

28.59% done, 32,357,878 cis-eQTLs

28.62% done, 32,388,068 cis-eQTLs

28.66% done, 32,423,017 cis-eQTLs

28.69% done, 32,452,922 cis-eQTLs

28.72% done, 32,489,722 cis-eQTLs

28.76% done, 32,521,770 cis-eQTLs

28.79% done, 32,535,677 cis-eQTLs

28.82% done, 32,545,833 cis-eQTLs

28.86% done, 32,561,181 cis-eQTLs

28.89% done, 32,582,265 cis-eQTLs

28.92% done, 32,595,431 cis-eQTLs

28.96% done, 32,597,851 cis-eQTLs

28.99% done, 32,599,851 cis-eQTLs

29.03% done, 32,601,851 cis-eQTLs

29.06% done, 32,608,558 cis-eQTLs

29.09% done, 32,620,516 cis-eQTLs

29.13% done, 32,640,451 cis-eQTLs

29.16% done, 32,661,740 cis-eQTLs

29.19% done, 32,684,477 cis-eQTLs

29.23% done, 32,699,004 cis-eQTLs

29.26% done, 32,708,730 cis-eQTLs

29.29% done, 32,726,541 cis-eQTLs

29.33% done, 32,752,888 cis-eQTLs

29.36% done, 32,774,043 cis-eQTLs

29.39% done, 32,783,287 cis-eQTLs

29.43% done, 32,790,738 cis-eQTLs

29.46% done, 32,818,964 cis-eQTLs

29.49% done, 32,847,208 cis-eQTLs

29.53% done, 32,862,519 cis-eQTLs

29.56% done, 32,878,014 cis-eQTLs

29.60% done, 32,899,615 cis-eQTLs

29.63% done, 32,913,388 cis-eQTLs

29.66% done, 32,923,114 cis-eQTLs

29.70% done, 32,923,974 cis-eQTLs

29.73% done, 32,924,201 cis-eQTLs

29.76% done, 32,926,201 cis-eQTLs

29.80% done, 32,929,292 cis-eQTLs

29.83% done, 32,933,882 cis-eQTLs

29.86% done, 32,955,036 cis-eQTLs

29.90% done, 32,988,542 cis-eQTLs

29.93% done, 33,031,724 cis-eQTLs

29.96% done, 33,080,254 cis-eQTLs

30.00% done, 33,134,124 cis-eQTLs

30.03% done, 33,187,516 cis-eQTLs

30.06% done, 33,223,893 cis-eQTLs

30.10% done, 33,246,280 cis-eQTLs

30.13% done, 33,258,635 cis-eQTLs

30.16% done, 33,270,635 cis-eQTLs

30.20% done, 33,282,494 cis-eQTLs

30.23% done, 33,289,250 cis-eQTLs

30.27% done, 33,307,252 cis-eQTLs

30.30% done, 33,383,901 cis-eQTLs

30.33% done, 33,460,351 cis-eQTLs

30.37% done, 33,506,705 cis-eQTLs

30.40% done, 33,530,956 cis-eQTLs

30.43% done, 33,550,070 cis-eQTLs

30.47% done, 33,566,070 cis-eQTLs

30.50% done, 33,580,752 cis-eQTLs

30.53% done, 33,592,488 cis-eQTLs

30.57% done, 33,612,889 cis-eQTLs

30.60% done, 33,632,717 cis-eQTLs

30.63% done, 33,662,385 cis-eQTLs

30.67% done, 33,685,560 cis-eQTLs

30.70% done, 33,709,950 cis-eQTLs

30.70% done, 33,710,467 cis-eQTLs

30.73% done, 33,723,960 cis-eQTLs

30.74% done, 33,728,276 cis-eQTLs

30.77% done, 33,736,276 cis-eQTLs

30.77% done, 33,753,137 cis-eQTLs

30.80% done, 33,754,059 cis-eQTLs

30.80% done, 33,770,801 cis-eQTLs

30.84% done, 33,777,272 cis-eQTLs

30.87% done, 33,782,574 cis-eQTLs

30.90% done, 33,793,228 cis-eQTLs

30.94% done, 33,807,048 cis-eQTLs

30.97% done, 33,817,394 cis-eQTLs

31.00% done, 33,825,122 cis-eQTLs

31.04% done, 33,827,438 cis-eQTLs

31.07% done, 33,829,224 cis-eQTLs

31.11% done, 33,831,224 cis-eQTLs

31.14% done, 33,837,993 cis-eQTLs

31.17% done, 33,848,799 cis-eQTLs

31.21% done, 33,858,722 cis-eQTLs

31.24% done, 33,869,835 cis-eQTLs

31.27% done, 33,878,903 cis-eQTLs

31.31% done, 33,882,290 cis-eQTLs

31.34% done, 33,883,683 cis-eQTLs

31.37% done, 33,885,683 cis-eQTLs

31.41% done, 33,887,481 cis-eQTLs

31.44% done, 33,887,481 cis-eQTLs

31.47% done, 33,887,481 cis-eQTLs

31.51% done, 33,887,734 cis-eQTLs

31.54% done, 33,896,768 cis-eQTLs

31.57% done, 33,920,090 cis-eQTLs

31.61% done, 33,944,574 cis-eQTLs

31.64% done, 33,969,159 cis-eQTLs

31.68% done, 34,005,881 cis-eQTLs

31.71% done, 34,051,922 cis-eQTLs

31.74% done, 34,091,531 cis-eQTLs

31.78% done, 34,124,934 cis-eQTLs

31.81% done, 34,164,162 cis-eQTLs

31.84% done, 34,189,318 cis-eQTLs

31.88% done, 34,223,113 cis-eQTLs

31.91% done, 34,260,764 cis-eQTLs

31.94% done, 34,294,961 cis-eQTLs

31.98% done, 34,328,380 cis-eQTLs

32.01% done, 34,354,732 cis-eQTLs

32.04% done, 34,359,446 cis-eQTLs

32.08% done, 34,367,299 cis-eQTLs

32.11% done, 34,378,639 cis-eQTLs

32.14% done, 34,387,500 cis-eQTLs

32.18% done, 34,400,721 cis-eQTLs

32.21% done, 34,419,207 cis-eQTLs

32.24% done, 34,449,927 cis-eQTLs

32.28% done, 34,495,485 cis-eQTLs

32.31% done, 34,538,490 cis-eQTLs

32.35% done, 34,563,014 cis-eQTLs

32.38% done, 34,583,594 cis-eQTLs

32.41% done, 34,599,779 cis-eQTLs

32.45% done, 34,618,912 cis-eQTLs

32.48% done, 34,654,314 cis-eQTLs

32.51% done, 34,678,206 cis-eQTLs

32.55% done, 34,690,149 cis-eQTLs

32.58% done, 34,707,303 cis-eQTLs

32.61% done, 34,740,985 cis-eQTLs

32.65% done, 34,770,314 cis-eQTLs

32.68% done, 34,783,004 cis-eQTLs

32.71% done, 34,799,311 cis-eQTLs

32.75% done, 34,835,920 cis-eQTLs

32.78% done, 34,868,924 cis-eQTLs

32.81% done, 34,905,505 cis-eQTLs

32.85% done, 34,939,252 cis-eQTLs

32.88% done, 34,975,186 cis-eQTLs

32.92% done, 35,017,140 cis-eQTLs

32.95% done, 35,062,974 cis-eQTLs

32.98% done, 35,108,721 cis-eQTLs

33.02% done, 35,143,562 cis-eQTLs

33.05% done, 35,186,500 cis-eQTLs

33.08% done, 35,234,619 cis-eQTLs

33.12% done, 35,279,695 cis-eQTLs

33.15% done, 35,309,948 cis-eQTLs

33.18% done, 35,335,082 cis-eQTLs

33.22% done, 35,343,601 cis-eQTLs

33.25% done, 35,345,957 cis-eQTLs

33.28% done, 35,349,658 cis-eQTLs

33.32% done, 35,357,559 cis-eQTLs

33.35% done, 35,389,183 cis-eQTLs

33.38% done, 35,411,990 cis-eQTLs

33.42% done, 35,423,163 cis-eQTLs

33.45% done, 35,436,480 cis-eQTLs

33.48% done, 35,468,272 cis-eQTLs

33.52% done, 35,516,363 cis-eQTLs

33.55% done, 35,548,627 cis-eQTLs

33.59% done, 35,570,280 cis-eQTLs

33.62% done, 35,578,839 cis-eQTLs

33.65% done, 35,587,198 cis-eQTLs

33.69% done, 35,593,360 cis-eQTLs

33.72% done, 35,606,463 cis-eQTLs

33.75% done, 35,622,971 cis-eQTLs

33.79% done, 35,633,782 cis-eQTLs

33.82% done, 35,636,751 cis-eQTLs

33.85% done, 35,638,751 cis-eQTLs

33.89% done, 35,640,957 cis-eQTLs

33.92% done, 35,649,362 cis-eQTLs

33.95% done, 35,662,183 cis-eQTLs

33.99% done, 35,675,969 cis-eQTLs

34.02% done, 35,688,113 cis-eQTLs

34.05% done, 35,715,730 cis-eQTLs

34.09% done, 35,753,048 cis-eQTLs

34.12% done, 35,783,838 cis-eQTLs

34.15% done, 35,806,143 cis-eQTLs

34.19% done, 35,828,535 cis-eQTLs

34.22% done, 35,867,350 cis-eQTLs

34.26% done, 35,904,525 cis-eQTLs

34.29% done, 35,923,054 cis-eQTLs

34.32% done, 35,927,059 cis-eQTLs

34.36% done, 35,935,320 cis-eQTLs

34.39% done, 35,948,003 cis-eQTLs

34.42% done, 35,958,543 cis-eQTLs

34.46% done, 35,964,960 cis-eQTLs

34.49% done, 35,982,417 cis-eQTLs

34.52% done, 36,013,991 cis-eQTLs

34.56% done, 36,038,672 cis-eQTLs

34.59% done, 36,050,039 cis-eQTLs

34.62% done, 36,057,705 cis-eQTLs

34.66% done, 36,073,448 cis-eQTLs

34.69% done, 36,101,087 cis-eQTLs

34.72% done, 36,121,609 cis-eQTLs

34.76% done, 36,134,898 cis-eQTLs

34.79% done, 36,145,750 cis-eQTLs

34.83% done, 36,177,549 cis-eQTLs

34.86% done, 36,247,639 cis-eQTLs

34.89% done, 36,313,348 cis-eQTLs

34.93% done, 36,378,339 cis-eQTLs

34.96% done, 36,426,320 cis-eQTLs

34.99% done, 36,461,343 cis-eQTLs

35.03% done, 36,529,365 cis-eQTLs

35.06% done, 36,661,875 cis-eQTLs

35.09% done, 36,838,473 cis-eQTLs

35.13% done, 36,919,643 cis-eQTLs

35.16% done, 36,948,495 cis-eQTLs

35.19% done, 36,964,158 cis-eQTLs

35.23% done, 36,982,318 cis-eQTLs

35.26% done, 37,010,434 cis-eQTLs

35.29% done, 37,053,843 cis-eQTLs

35.33% done, 37,112,003 cis-eQTLs

35.36% done, 37,197,751 cis-eQTLs

35.39% done, 37,295,473 cis-eQTLs

35.43% done, 37,351,324 cis-eQTLs

35.46% done, 37,368,102 cis-eQTLs

35.50% done, 37,383,868 cis-eQTLs

35.53% done, 37,413,959 cis-eQTLs

35.56% done, 37,443,524 cis-eQTLs

35.60% done, 37,460,741 cis-eQTLs

35.63% done, 37,503,783 cis-eQTLs

35.66% done, 37,548,972 cis-eQTLs

35.70% done, 37,576,992 cis-eQTLs

35.73% done, 37,610,219 cis-eQTLs

35.76% done, 37,636,274 cis-eQTLs

35.80% done, 37,653,872 cis-eQTLs

35.83% done, 37,668,697 cis-eQTLs

35.86% done, 37,680,955 cis-eQTLs

35.90% done, 37,690,097 cis-eQTLs

35.93% done, 37,690,097 cis-eQTLs

35.96% done, 37,691,913 cis-eQTLs

36.00% done, 37,699,499 cis-eQTLs

36.03% done, 37,717,465 cis-eQTLs

36.07% done, 37,742,561 cis-eQTLs

36.10% done, 37,767,625 cis-eQTLs

36.13% done, 37,797,327 cis-eQTLs

36.17% done, 37,837,484 cis-eQTLs

36.20% done, 37,875,783 cis-eQTLs

36.23% done, 37,903,980 cis-eQTLs

36.27% done, 37,915,418 cis-eQTLs

36.30% done, 37,942,691 cis-eQTLs

36.33% done, 38,032,825 cis-eQTLs

36.37% done, 38,134,953 cis-eQTLs

36.40% done, 38,201,734 cis-eQTLs

36.43% done, 38,270,828 cis-eQTLs

36.47% done, 38,352,898 cis-eQTLs

36.50% done, 38,450,794 cis-eQTLs

36.53% done, 38,491,815 cis-eQTLs

36.57% done, 38,511,815 cis-eQTLs

36.60% done, 38,528,013 cis-eQTLs

36.63% done, 38,579,833 cis-eQTLs

36.67% done, 38,645,040 cis-eQTLs

36.70% done, 38,701,575 cis-eQTLs

36.74% done, 38,735,422 cis-eQTLs

36.77% done, 38,758,449 cis-eQTLs

36.80% done, 38,784,048 cis-eQTLs

36.84% done, 38,825,564 cis-eQTLs

36.87% done, 38,874,696 cis-eQTLs

36.90% done, 38,914,739 cis-eQTLs

36.94% done, 38,931,046 cis-eQTLs

36.97% done, 38,959,646 cis-eQTLs

37.00% done, 39,018,224 cis-eQTLs

37.04% done, 39,078,941 cis-eQTLs

37.07% done, 39,114,522 cis-eQTLs

37.10% done, 39,156,275 cis-eQTLs

37.14% done, 39,196,170 cis-eQTLs

37.17% done, 39,213,832 cis-eQTLs

37.20% done, 39,234,357 cis-eQTLs

37.24% done, 39,262,528 cis-eQTLs

37.27% done, 39,289,777 cis-eQTLs

37.31% done, 39,306,610 cis-eQTLs

37.34% done, 39,316,798 cis-eQTLs

37.37% done, 39,329,281 cis-eQTLs

37.41% done, 39,345,079 cis-eQTLs

37.44% done, 39,357,731 cis-eQTLs

37.47% done, 39,366,582 cis-eQTLs

37.51% done, 39,387,680 cis-eQTLs

37.54% done, 39,423,346 cis-eQTLs

37.57% done, 39,472,064 cis-eQTLs

37.61% done, 39,536,813 cis-eQTLs

37.64% done, 39,614,665 cis-eQTLs

37.67% done, 39,695,675 cis-eQTLs

37.71% done, 39,752,033 cis-eQTLs

37.74% done, 39,782,963 cis-eQTLs

37.77% done, 39,790,963 cis-eQTLs

37.81% done, 39,800,062 cis-eQTLs

37.84% done, 39,813,193 cis-eQTLs

37.87% done, 39,833,409 cis-eQTLs

37.91% done, 39,860,176 cis-eQTLs

37.94% done, 39,888,176 cis-eQTLs

37.98% done, 39,916,176 cis-eQTLs

38.01% done, 39,943,502 cis-eQTLs

38.04% done, 39,969,502 cis-eQTLs

38.08% done, 39,994,167 cis-eQTLs

38.11% done, 40,017,744 cis-eQTLs

38.14% done, 40,041,737 cis-eQTLs

38.18% done, 40,062,026 cis-eQTLs

38.21% done, 40,086,823 cis-eQTLs

38.24% done, 40,113,014 cis-eQTLs

38.28% done, 40,139,014 cis-eQTLs

38.31% done, 40,165,797 cis-eQTLs

38.34% done, 40,195,948 cis-eQTLs

38.38% done, 40,233,382 cis-eQTLs

38.41% done, 40,280,587 cis-eQTLs

38.44% done, 40,348,705 cis-eQTLs

38.48% done, 40,431,978 cis-eQTLs

38.51% done, 40,528,226 cis-eQTLs

38.55% done, 40,604,683 cis-eQTLs

38.58% done, 40,655,820 cis-eQTLs

38.61% done, 40,703,481 cis-eQTLs

38.65% done, 40,757,416 cis-eQTLs

38.68% done, 40,841,439 cis-eQTLs

38.71% done, 40,951,966 cis-eQTLs

38.75% done, 41,094,775 cis-eQTLs

38.78% done, 41,204,267 cis-eQTLs

38.81% done, 41,244,248 cis-eQTLs

38.85% done, 41,284,276 cis-eQTLs

38.88% done, 41,319,477 cis-eQTLs

38.91% done, 41,332,207 cis-eQTLs

38.95% done, 41,357,091 cis-eQTLs

38.98% done, 41,393,092 cis-eQTLs

39.01% done, 41,419,531 cis-eQTLs

39.05% done, 41,448,557 cis-eQTLs

39.08% done, 41,498,494 cis-eQTLs

39.11% done, 41,552,400 cis-eQTLs

39.15% done, 41,587,975 cis-eQTLs

39.18% done, 41,612,694 cis-eQTLs

39.22% done, 41,640,813 cis-eQTLs

39.25% done, 41,683,374 cis-eQTLs

39.28% done, 41,723,384 cis-eQTLs

39.32% done, 41,741,056 cis-eQTLs

39.35% done, 41,746,293 cis-eQTLs

39.38% done, 41,754,293 cis-eQTLs

39.42% done, 41,773,137 cis-eQTLs

39.45% done, 41,799,231 cis-eQTLs

39.48% done, 41,815,296 cis-eQTLs

39.52% done, 41,827,296 cis-eQTLs

39.55% done, 41,839,296 cis-eQTLs

39.58% done, 41,848,158 cis-eQTLs

39.62% done, 41,848,158 cis-eQTLs

39.65% done, 41,848,158 cis-eQTLs

39.68% done, 41,848,158 cis-eQTLs

39.72% done, 41,857,464 cis-eQTLs

39.75% done, 41,878,957 cis-eQTLs

39.78% done, 41,919,016 cis-eQTLs

39.82% done, 41,952,049 cis-eQTLs

39.85% done, 41,987,447 cis-eQTLs

39.89% done, 42,028,308 cis-eQTLs

39.92% done, 42,067,052 cis-eQTLs

39.95% done, 42,090,055 cis-eQTLs

39.99% done, 42,107,354 cis-eQTLs

40.02% done, 42,116,328 cis-eQTLs

40.05% done, 42,123,652 cis-eQTLs

40.09% done, 42,140,578 cis-eQTLs

40.12% done, 42,165,249 cis-eQTLs

40.15% done, 42,184,377 cis-eQTLs

40.19% done, 42,194,254 cis-eQTLs

40.22% done, 42,200,145 cis-eQTLs

40.25% done, 42,222,921 cis-eQTLs

40.29% done, 42,256,654 cis-eQTLs

40.32% done, 42,289,099 cis-eQTLs

40.35% done, 42,315,953 cis-eQTLs

40.39% done, 42,353,075 cis-eQTLs

40.42% done, 42,389,694 cis-eQTLs

40.46% done, 42,432,265 cis-eQTLs

40.49% done, 42,472,458 cis-eQTLs

40.52% done, 42,509,096 cis-eQTLs

40.56% done, 42,524,312 cis-eQTLs

40.59% done, 42,529,525 cis-eQTLs

40.62% done, 42,536,615 cis-eQTLs

40.66% done, 42,542,615 cis-eQTLs

40.69% done, 42,549,593 cis-eQTLs

40.72% done, 42,568,130 cis-eQTLs

40.76% done, 42,588,094 cis-eQTLs

40.79% done, 42,604,884 cis-eQTLs

40.82% done, 42,647,037 cis-eQTLs

40.86% done, 42,688,429 cis-eQTLs

40.89% done, 42,702,319 cis-eQTLs

40.92% done, 42,710,639 cis-eQTLs

40.96% done, 42,713,715 cis-eQTLs

40.99% done, 42,717,463 cis-eQTLs

41.02% done, 42,733,805 cis-eQTLs

41.03% done, 42,734,123 cis-eQTLs

41.06% done, 42,751,272 cis-eQTLs

41.06% done, 42,764,451 cis-eQTLs

41.09% done, 42,768,963 cis-eQTLs

41.09% done, 42,800,925 cis-eQTLs

41.13% done, 42,801,589 cis-eQTLs

41.13% done, 42,857,202 cis-eQTLs

41.16% done, 42,950,597 cis-eQTLs

41.19% done, 43,028,929 cis-eQTLs

41.23% done, 43,084,084 cis-eQTLs

41.26% done, 43,115,841 cis-eQTLs

41.30% done, 43,128,221 cis-eQTLs

41.33% done, 43,138,006 cis-eQTLs

41.36% done, 43,157,769 cis-eQTLs

41.40% done, 43,208,559 cis-eQTLs

41.43% done, 43,264,545 cis-eQTLs

41.46% done, 43,307,047 cis-eQTLs

41.50% done, 43,333,244 cis-eQTLs

41.53% done, 43,339,613 cis-eQTLs

41.56% done, 43,343,770 cis-eQTLs

41.60% done, 43,360,010 cis-eQTLs

41.63% done, 43,380,282 cis-eQTLs

41.66% done, 43,396,590 cis-eQTLs

41.70% done, 43,418,848 cis-eQTLs

41.73% done, 43,452,126 cis-eQTLs

41.76% done, 43,479,846 cis-eQTLs

41.80% done, 43,496,861 cis-eQTLs

41.83% done, 43,513,609 cis-eQTLs

41.86% done, 43,540,627 cis-eQTLs

41.90% done, 43,587,415 cis-eQTLs

41.93% done, 43,647,357 cis-eQTLs

41.97% done, 43,692,026 cis-eQTLs

42.00% done, 43,729,460 cis-eQTLs

42.03% done, 43,773,085 cis-eQTLs

42.07% done, 43,808,967 cis-eQTLs

42.10% done, 43,841,009 cis-eQTLs

42.13% done, 43,867,017 cis-eQTLs

42.17% done, 43,874,304 cis-eQTLs

42.20% done, 43,884,058 cis-eQTLs

42.23% done, 43,922,526 cis-eQTLs

42.27% done, 43,969,311 cis-eQTLs

42.30% done, 43,995,267 cis-eQTLs

42.33% done, 44,026,086 cis-eQTLs

42.37% done, 44,051,982 cis-eQTLs

42.40% done, 44,075,867 cis-eQTLs

42.43% done, 44,131,913 cis-eQTLs

42.47% done, 44,204,509 cis-eQTLs

42.50% done, 44,276,422 cis-eQTLs

42.54% done, 44,320,392 cis-eQTLs

42.57% done, 44,365,331 cis-eQTLs

42.60% done, 44,396,348 cis-eQTLs

42.64% done, 44,422,788 cis-eQTLs

42.67% done, 44,445,369 cis-eQTLs

42.70% done, 44,467,656 cis-eQTLs

42.74% done, 44,486,036 cis-eQTLs

42.77% done, 44,513,677 cis-eQTLs

42.80% done, 44,567,566 cis-eQTLs

42.84% done, 44,627,078 cis-eQTLs

42.87% done, 44,698,133 cis-eQTLs

42.90% done, 44,760,914 cis-eQTLs

42.94% done, 44,799,669 cis-eQTLs

42.97% done, 44,816,284 cis-eQTLs

43.00% done, 44,824,430 cis-eQTLs

43.04% done, 44,832,430 cis-eQTLs

43.07% done, 44,840,430 cis-eQTLs

43.10% done, 44,847,731 cis-eQTLs

43.14% done, 44,856,997 cis-eQTLs

43.17% done, 44,887,915 cis-eQTLs

43.21% done, 44,940,125 cis-eQTLs

43.24% done, 44,995,212 cis-eQTLs

43.27% done, 45,042,139 cis-eQTLs

43.31% done, 45,066,057 cis-eQTLs

43.34% done, 45,095,949 cis-eQTLs

43.37% done, 45,129,906 cis-eQTLs

43.41% done, 45,164,780 cis-eQTLs

43.44% done, 45,204,556 cis-eQTLs

43.47% done, 45,270,444 cis-eQTLs

43.51% done, 45,352,659 cis-eQTLs

43.54% done, 45,441,084 cis-eQTLs

43.57% done, 45,494,778 cis-eQTLs

43.61% done, 45,537,001 cis-eQTLs

43.64% done, 45,558,933 cis-eQTLs

43.67% done, 45,610,244 cis-eQTLs

43.71% done, 45,699,375 cis-eQTLs

43.74% done, 45,810,920 cis-eQTLs

43.78% done, 45,891,955 cis-eQTLs

43.81% done, 45,944,667 cis-eQTLs

43.84% done, 45,966,207 cis-eQTLs

43.88% done, 45,977,102 cis-eQTLs

43.91% done, 45,981,908 cis-eQTLs

43.94% done, 45,983,271 cis-eQTLs

43.98% done, 45,990,008 cis-eQTLs

44.01% done, 45,999,280 cis-eQTLs

44.04% done, 46,020,616 cis-eQTLs

44.08% done, 46,042,629 cis-eQTLs

44.11% done, 46,062,950 cis-eQTLs

44.14% done, 46,091,530 cis-eQTLs

44.18% done, 46,111,950 cis-eQTLs

44.21% done, 46,132,483 cis-eQTLs

44.24% done, 46,149,433 cis-eQTLs

44.28% done, 46,175,116 cis-eQTLs

44.31% done, 46,201,641 cis-eQTLs

44.34% done, 46,227,526 cis-eQTLs

44.38% done, 46,247,750 cis-eQTLs

44.41% done, 46,275,707 cis-eQTLs

44.45% done, 46,302,177 cis-eQTLs

44.48% done, 46,331,477 cis-eQTLs

44.51% done, 46,364,336 cis-eQTLs

44.55% done, 46,416,486 cis-eQTLs

44.58% done, 46,473,799 cis-eQTLs

44.61% done, 46,516,922 cis-eQTLs

44.65% done, 46,540,787 cis-eQTLs

44.68% done, 46,574,223 cis-eQTLs

44.71% done, 46,650,009 cis-eQTLs

44.75% done, 46,733,904 cis-eQTLs

44.78% done, 46,776,534 cis-eQTLs

44.81% done, 46,819,992 cis-eQTLs

44.85% done, 46,882,638 cis-eQTLs

44.88% done, 46,935,684 cis-eQTLs

44.91% done, 46,973,749 cis-eQTLs

44.95% done, 47,012,098 cis-eQTLs

44.98% done, 47,048,706 cis-eQTLs

45.02% done, 47,076,907 cis-eQTLs

45.05% done, 47,098,638 cis-eQTLs

45.08% done, 47,123,336 cis-eQTLs

45.12% done, 47,146,037 cis-eQTLs

45.15% done, 47,172,680 cis-eQTLs

45.18% done, 47,194,796 cis-eQTLs

45.22% done, 47,222,631 cis-eQTLs

45.25% done, 47,247,813 cis-eQTLs

45.28% done, 47,263,347 cis-eQTLs

45.32% done, 47,281,280 cis-eQTLs

45.35% done, 47,326,059 cis-eQTLs

45.38% done, 47,414,632 cis-eQTLs

45.42% done, 47,493,076 cis-eQTLs

45.45% done, 47,520,528 cis-eQTLs

45.48% done, 47,532,505 cis-eQTLs

45.52% done, 47,555,643 cis-eQTLs

45.55% done, 47,579,643 cis-eQTLs

45.58% done, 47,596,960 cis-eQTLs

45.62% done, 47,613,379 cis-eQTLs

45.65% done, 47,638,901 cis-eQTLs

45.69% done, 47,657,180 cis-eQTLs

45.72% done, 47,662,348 cis-eQTLs

45.75% done, 47,664,348 cis-eQTLs

45.79% done, 47,666,348 cis-eQTLs

45.82% done, 47,677,167 cis-eQTLs

45.85% done, 47,697,829 cis-eQTLs

45.89% done, 47,734,423 cis-eQTLs

45.92% done, 47,765,563 cis-eQTLs

45.95% done, 47,784,127 cis-eQTLs

45.99% done, 47,786,127 cis-eQTLs

46.02% done, 47,786,204 cis-eQTLs

46.05% done, 47,796,570 cis-eQTLs

46.09% done, 47,829,076 cis-eQTLs

46.12% done, 47,868,147 cis-eQTLs

46.15% done, 47,912,950 cis-eQTLs

46.19% done, 47,951,257 cis-eQTLs

46.22% done, 47,979,686 cis-eQTLs

46.26% done, 47,987,090 cis-eQTLs

46.29% done, 47,992,187 cis-eQTLs

46.32% done, 47,998,187 cis-eQTLs

46.36% done, 48,005,724 cis-eQTLs

46.39% done, 48,014,070 cis-eQTLs

46.42% done, 48,062,351 cis-eQTLs

46.46% done, 48,140,348 cis-eQTLs

46.49% done, 48,201,900 cis-eQTLs

46.52% done, 48,266,256 cis-eQTLs

46.56% done, 48,304,282 cis-eQTLs

46.59% done, 48,332,498 cis-eQTLs

46.62% done, 48,355,833 cis-eQTLs

46.66% done, 48,376,209 cis-eQTLs

46.69% done, 48,390,061 cis-eQTLs

46.72% done, 48,405,008 cis-eQTLs

46.76% done, 48,419,015 cis-eQTLs

46.79% done, 48,429,654 cis-eQTLs

46.82% done, 48,437,474 cis-eQTLs

46.86% done, 48,446,179 cis-eQTLs

46.89% done, 48,470,652 cis-eQTLs

46.93% done, 48,507,223 cis-eQTLs

46.96% done, 48,526,471 cis-eQTLs

46.99% done, 48,547,751 cis-eQTLs

47.03% done, 48,569,876 cis-eQTLs

47.06% done, 48,604,942 cis-eQTLs

47.09% done, 48,655,851 cis-eQTLs

47.13% done, 48,690,666 cis-eQTLs

47.16% done, 48,716,615 cis-eQTLs

47.19% done, 48,738,090 cis-eQTLs

47.23% done, 48,773,801 cis-eQTLs

47.26% done, 48,821,566 cis-eQTLs

47.29% done, 48,972,100 cis-eQTLs

47.33% done, 49,142,048 cis-eQTLs

47.36% done, 49,262,212 cis-eQTLs

47.39% done, 49,350,228 cis-eQTLs

47.43% done, 49,403,528 cis-eQTLs

47.46% done, 49,452,242 cis-eQTLs

47.50% done, 49,508,216 cis-eQTLs

47.53% done, 49,551,135 cis-eQTLs

47.56% done, 49,604,611 cis-eQTLs

47.60% done, 49,650,029 cis-eQTLs

47.63% done, 49,663,514 cis-eQTLs

47.66% done, 49,669,328 cis-eQTLs

47.70% done, 49,682,548 cis-eQTLs

47.73% done, 49,699,388 cis-eQTLs

47.76% done, 49,713,816 cis-eQTLs

47.80% done, 49,736,509 cis-eQTLs

47.83% done, 49,775,228 cis-eQTLs

47.86% done, 49,795,522 cis-eQTLs

47.90% done, 49,801,614 cis-eQTLs

47.93% done, 49,825,862 cis-eQTLs

47.96% done, 49,855,840 cis-eQTLs

48.00% done, 49,886,849 cis-eQTLs

48.03% done, 49,913,318 cis-eQTLs

48.06% done, 49,927,166 cis-eQTLs

48.10% done, 49,940,864 cis-eQTLs

48.13% done, 49,952,946 cis-eQTLs

48.17% done, 49,987,346 cis-eQTLs

48.20% done, 50,061,284 cis-eQTLs

48.23% done, 50,131,294 cis-eQTLs

48.27% done, 50,177,404 cis-eQTLs

48.30% done, 50,213,072 cis-eQTLs

48.33% done, 50,234,862 cis-eQTLs

48.37% done, 50,255,709 cis-eQTLs

48.40% done, 50,299,873 cis-eQTLs

48.43% done, 50,344,046 cis-eQTLs

48.47% done, 50,372,131 cis-eQTLs

48.50% done, 50,394,045 cis-eQTLs

48.53% done, 50,438,585 cis-eQTLs

48.57% done, 50,497,907 cis-eQTLs

48.60% done, 50,561,741 cis-eQTLs

48.63% done, 50,607,397 cis-eQTLs

48.67% done, 50,666,460 cis-eQTLs

48.70% done, 50,733,406 cis-eQTLs

48.73% done, 50,755,878 cis-eQTLs

48.77% done, 50,759,482 cis-eQTLs

48.80% done, 50,761,482 cis-eQTLs

48.84% done, 50,765,114 cis-eQTLs

48.87% done, 50,782,219 cis-eQTLs

48.90% done, 50,848,162 cis-eQTLs

48.94% done, 50,967,180 cis-eQTLs

48.97% done, 51,111,265 cis-eQTLs

49.00% done, 51,218,391 cis-eQTLs

49.04% done, 51,267,850 cis-eQTLs

49.07% done, 51,289,353 cis-eQTLs

49.10% done, 51,300,393 cis-eQTLs

49.14% done, 51,325,839 cis-eQTLs

49.17% done, 51,363,839 cis-eQTLs

49.20% done, 51,426,452 cis-eQTLs

49.24% done, 51,496,161 cis-eQTLs

49.27% done, 51,558,161 cis-eQTLs

49.30% done, 51,597,856 cis-eQTLs

49.34% done, 51,629,186 cis-eQTLs

49.37% done, 51,656,012 cis-eQTLs

49.41% done, 51,690,474 cis-eQTLs

49.44% done, 51,741,428 cis-eQTLs

49.47% done, 51,776,479 cis-eQTLs

49.51% done, 51,812,479 cis-eQTLs

49.54% done, 51,848,143 cis-eQTLs

49.57% done, 51,860,618 cis-eQTLs

49.61% done, 51,866,618 cis-eQTLs

49.64% done, 51,872,618 cis-eQTLs

49.67% done, 51,878,618 cis-eQTLs

49.71% done, 51,884,618 cis-eQTLs

49.74% done, 51,890,618 cis-eQTLs

49.77% done, 51,896,618 cis-eQTLs

49.81% done, 51,904,005 cis-eQTLs

49.84% done, 51,919,437 cis-eQTLs

49.87% done, 51,948,521 cis-eQTLs

49.91% done, 51,983,995 cis-eQTLs

49.91% done, 51,984,742 cis-eQTLs

49.94% done, 52,026,742 cis-eQTLs

49.94% done, 52,041,246 cis-eQTLs

49.97% done, 52,065,931 cis-eQTLs

49.98% done, 52,103,946 cis-eQTLs

50.01% done, 52,138,650 cis-eQTLs

50.04% done, 52,159,090 cis-eQTLs

50.08% done, 52,187,689 cis-eQTLs

50.11% done, 52,223,556 cis-eQTLs

50.14% done, 52,286,036 cis-eQTLs

50.18% done, 52,367,123 cis-eQTLs

50.21% done, 52,435,834 cis-eQTLs

50.25% done, 52,472,800 cis-eQTLs

50.28% done, 52,490,775 cis-eQTLs

50.31% done, 52,503,283 cis-eQTLs

50.35% done, 52,514,313 cis-eQTLs

50.38% done, 52,519,369 cis-eQTLs

50.41% done, 52,531,369 cis-eQTLs

50.45% done, 52,545,545 cis-eQTLs

50.48% done, 52,579,833 cis-eQTLs

50.51% done, 52,623,862 cis-eQTLs

50.55% done, 52,664,506 cis-eQTLs

50.58% done, 52,693,833 cis-eQTLs

50.61% done, 52,717,121 cis-eQTLs

50.65% done, 52,745,351 cis-eQTLs

50.68% done, 52,769,493 cis-eQTLs

50.71% done, 52,800,241 cis-eQTLs

50.75% done, 52,862,369 cis-eQTLs

50.78% done, 52,952,142 cis-eQTLs

50.81% done, 53,007,205 cis-eQTLs

50.85% done, 53,041,511 cis-eQTLs

50.88% done, 53,069,824 cis-eQTLs

50.92% done, 53,105,348 cis-eQTLs

50.95% done, 53,147,545 cis-eQTLs

50.98% done, 53,201,762 cis-eQTLs

51.02% done, 53,260,370 cis-eQTLs

51.05% done, 53,306,384 cis-eQTLs

51.08% done, 53,357,273 cis-eQTLs

51.12% done, 53,395,675 cis-eQTLs

51.15% done, 53,412,118 cis-eQTLs

51.18% done, 53,431,058 cis-eQTLs

51.22% done, 53,440,796 cis-eQTLs

51.25% done, 53,448,927 cis-eQTLs

51.28% done, 53,502,417 cis-eQTLs

51.32% done, 53,557,097 cis-eQTLs

51.35% done, 53,585,784 cis-eQTLs

51.38% done, 53,609,362 cis-eQTLs

51.42% done, 53,645,558 cis-eQTLs

51.45% done, 53,690,296 cis-eQTLs

51.49% done, 53,707,944 cis-eQTLs

51.52% done, 53,725,320 cis-eQTLs

51.55% done, 53,734,588 cis-eQTLs

51.59% done, 53,743,125 cis-eQTLs

51.62% done, 53,754,562 cis-eQTLs

51.65% done, 53,766,409 cis-eQTLs

51.69% done, 53,788,746 cis-eQTLs

51.72% done, 53,815,233 cis-eQTLs

51.75% done, 53,849,808 cis-eQTLs

51.79% done, 53,891,950 cis-eQTLs

51.82% done, 53,919,273 cis-eQTLs

51.85% done, 53,935,679 cis-eQTLs

51.89% done, 53,947,909 cis-eQTLs

51.92% done, 53,957,530 cis-eQTLs

51.95% done, 53,969,568 cis-eQTLs

51.99% done, 53,984,073 cis-eQTLs

52.02% done, 54,004,125 cis-eQTLs

52.05% done, 54,020,978 cis-eQTLs

52.09% done, 54,033,055 cis-eQTLs

52.12% done, 54,078,838 cis-eQTLs

52.16% done, 54,130,288 cis-eQTLs

52.19% done, 54,145,028 cis-eQTLs

52.22% done, 54,164,551 cis-eQTLs

52.26% done, 54,192,574 cis-eQTLs

52.29% done, 54,218,539 cis-eQTLs

52.32% done, 54,239,357 cis-eQTLs

52.36% done, 54,277,315 cis-eQTLs

52.39% done, 54,319,999 cis-eQTLs

52.42% done, 54,344,043 cis-eQTLs

52.46% done, 54,362,883 cis-eQTLs

52.49% done, 54,378,438 cis-eQTLs

52.52% done, 54,391,113 cis-eQTLs

52.56% done, 54,402,207 cis-eQTLs

52.59% done, 54,421,214 cis-eQTLs

52.62% done, 54,452,981 cis-eQTLs

52.66% done, 54,486,155 cis-eQTLs

52.69% done, 54,498,607 cis-eQTLs

52.73% done, 54,503,542 cis-eQTLs

52.76% done, 54,514,569 cis-eQTLs

52.79% done, 54,540,682 cis-eQTLs

52.83% done, 54,559,219 cis-eQTLs

52.86% done, 54,571,233 cis-eQTLs

52.89% done, 54,579,162 cis-eQTLs

52.93% done, 54,598,014 cis-eQTLs

52.96% done, 54,627,124 cis-eQTLs

52.99% done, 54,646,588 cis-eQTLs

53.03% done, 54,685,346 cis-eQTLs

53.06% done, 54,727,995 cis-eQTLs

53.09% done, 54,764,690 cis-eQTLs

53.13% done, 54,782,583 cis-eQTLs

53.16% done, 54,815,029 cis-eQTLs

53.19% done, 54,847,442 cis-eQTLs

53.23% done, 54,879,654 cis-eQTLs

53.26% done, 54,908,665 cis-eQTLs

53.29% done, 54,945,685 cis-eQTLs

53.33% done, 54,986,076 cis-eQTLs

53.36% done, 55,021,405 cis-eQTLs

53.40% done, 55,040,634 cis-eQTLs

53.43% done, 55,057,561 cis-eQTLs

53.46% done, 55,074,407 cis-eQTLs

53.50% done, 55,092,465 cis-eQTLs

53.53% done, 55,112,185 cis-eQTLs

53.56% done, 55,129,679 cis-eQTLs

53.60% done, 55,132,464 cis-eQTLs

53.63% done, 55,134,464 cis-eQTLs

53.66% done, 55,136,464 cis-eQTLs

53.70% done, 55,138,770 cis-eQTLs

53.73% done, 55,143,778 cis-eQTLs

53.76% done, 55,162,531 cis-eQTLs

53.80% done, 55,182,452 cis-eQTLs

53.83% done, 55,200,075 cis-eQTLs

53.86% done, 55,226,115 cis-eQTLs

53.90% done, 55,246,964 cis-eQTLs

53.93% done, 55,260,865 cis-eQTLs

53.97% done, 55,283,596 cis-eQTLs

54.00% done, 55,334,903 cis-eQTLs

54.03% done, 55,393,360 cis-eQTLs

54.07% done, 55,432,845 cis-eQTLs

54.10% done, 55,453,561 cis-eQTLs

54.13% done, 55,493,436 cis-eQTLs

54.17% done, 55,540,936 cis-eQTLs

54.20% done, 55,575,635 cis-eQTLs

54.23% done, 55,590,884 cis-eQTLs

54.27% done, 55,603,541 cis-eQTLs

54.30% done, 55,614,075 cis-eQTLs

54.33% done, 55,642,585 cis-eQTLs

54.37% done, 55,683,685 cis-eQTLs

54.40% done, 55,717,861 cis-eQTLs

54.43% done, 55,732,277 cis-eQTLs

54.47% done, 55,742,618 cis-eQTLs

54.50% done, 55,748,263 cis-eQTLs

54.53% done, 55,750,353 cis-eQTLs

54.57% done, 55,754,217 cis-eQTLs

54.60% done, 55,762,217 cis-eQTLs

54.64% done, 55,773,409 cis-eQTLs

54.67% done, 55,788,661 cis-eQTLs

54.70% done, 55,812,630 cis-eQTLs

54.74% done, 55,842,769 cis-eQTLs

54.77% done, 55,896,592 cis-eQTLs

54.80% done, 55,977,471 cis-eQTLs

54.84% done, 56,084,132 cis-eQTLs

54.87% done, 56,175,221 cis-eQTLs

54.90% done, 56,199,221 cis-eQTLs

54.94% done, 56,224,199 cis-eQTLs

54.97% done, 56,247,664 cis-eQTLs

55.00% done, 56,264,116 cis-eQTLs

55.04% done, 56,282,413 cis-eQTLs

55.07% done, 56,306,911 cis-eQTLs

55.10% done, 56,352,439 cis-eQTLs

55.14% done, 56,409,007 cis-eQTLs

55.17% done, 56,473,497 cis-eQTLs

55.21% done, 56,513,675 cis-eQTLs

55.24% done, 56,539,930 cis-eQTLs

55.27% done, 56,554,614 cis-eQTLs

55.31% done, 56,559,984 cis-eQTLs

55.34% done, 56,561,984 cis-eQTLs

55.37% done, 56,563,984 cis-eQTLs

55.41% done, 56,565,984 cis-eQTLs

55.44% done, 56,567,984 cis-eQTLs

55.47% done, 56,569,984 cis-eQTLs

55.51% done, 56,574,803 cis-eQTLs

55.54% done, 56,584,803 cis-eQTLs

55.57% done, 56,602,806 cis-eQTLs

55.61% done, 56,629,208 cis-eQTLs

55.64% done, 56,668,652 cis-eQTLs

55.67% done, 56,706,687 cis-eQTLs

55.71% done, 56,738,484 cis-eQTLs

55.74% done, 56,764,264 cis-eQTLs

55.77% done, 56,784,942 cis-eQTLs

55.81% done, 56,819,988 cis-eQTLs

55.84% done, 56,860,414 cis-eQTLs

55.88% done, 56,902,301 cis-eQTLs

55.91% done, 56,947,521 cis-eQTLs

55.94% done, 57,006,732 cis-eQTLs

55.98% done, 57,037,900 cis-eQTLs

56.01% done, 57,042,783 cis-eQTLs

56.04% done, 57,048,537 cis-eQTLs

56.08% done, 57,055,118 cis-eQTLs

56.11% done, 57,083,328 cis-eQTLs

56.14% done, 57,115,328 cis-eQTLs

56.18% done, 57,135,360 cis-eQTLs

56.21% done, 57,137,846 cis-eQTLs

56.24% done, 57,139,846 cis-eQTLs

56.28% done, 57,139,847 cis-eQTLs

56.31% done, 57,139,847 cis-eQTLs

56.34% done, 57,150,967 cis-eQTLs

56.38% done, 57,184,461 cis-eQTLs

56.41% done, 57,253,121 cis-eQTLs

56.44% done, 57,354,091 cis-eQTLs

56.48% done, 57,480,752 cis-eQTLs

56.51% done, 57,599,933 cis-eQTLs

56.55% done, 57,664,024 cis-eQTLs

56.58% done, 57,711,329 cis-eQTLs

56.61% done, 57,739,147 cis-eQTLs

56.65% done, 57,755,987 cis-eQTLs

56.68% done, 57,762,151 cis-eQTLs

56.71% done, 57,800,455 cis-eQTLs

56.75% done, 57,852,228 cis-eQTLs

56.78% done, 57,887,258 cis-eQTLs

56.81% done, 57,913,435 cis-eQTLs

56.85% done, 57,946,233 cis-eQTLs

56.88% done, 57,965,331 cis-eQTLs

56.91% done, 57,986,994 cis-eQTLs

56.95% done, 58,016,667 cis-eQTLs

56.98% done, 58,044,934 cis-eQTLs

57.01% done, 58,076,402 cis-eQTLs

57.05% done, 58,098,499 cis-eQTLs

57.08% done, 58,113,866 cis-eQTLs

57.12% done, 58,125,866 cis-eQTLs

57.15% done, 58,142,078 cis-eQTLs

57.18% done, 58,158,217 cis-eQTLs

57.22% done, 58,181,251 cis-eQTLs

57.25% done, 58,213,777 cis-eQTLs

57.28% done, 58,250,865 cis-eQTLs

57.32% done, 58,278,136 cis-eQTLs

57.35% done, 58,307,973 cis-eQTLs

57.38% done, 58,339,604 cis-eQTLs

57.42% done, 58,380,929 cis-eQTLs

57.45% done, 58,427,224 cis-eQTLs

57.48% done, 58,456,338 cis-eQTLs

57.52% done, 58,470,299 cis-eQTLs

57.55% done, 58,509,108 cis-eQTLs

57.58% done, 58,579,658 cis-eQTLs

57.62% done, 58,649,043 cis-eQTLs

57.65% done, 58,692,773 cis-eQTLs

57.68% done, 58,734,463 cis-eQTLs

57.72% done, 58,797,277 cis-eQTLs

57.75% done, 58,864,217 cis-eQTLs

57.79% done, 58,919,492 cis-eQTLs

57.82% done, 58,957,335 cis-eQTLs

57.85% done, 58,988,353 cis-eQTLs

57.89% done, 59,008,283 cis-eQTLs

57.92% done, 59,026,593 cis-eQTLs

57.95% done, 59,031,640 cis-eQTLs

57.99% done, 59,046,683 cis-eQTLs

58.02% done, 59,083,487 cis-eQTLs

58.05% done, 59,134,458 cis-eQTLs

58.09% done, 59,166,044 cis-eQTLs

58.12% done, 59,178,612 cis-eQTLs

58.15% done, 59,192,821 cis-eQTLs

58.19% done, 59,217,345 cis-eQTLs

58.22% done, 59,249,261 cis-eQTLs

58.25% done, 59,285,842 cis-eQTLs

58.29% done, 59,319,144 cis-eQTLs

58.32% done, 59,358,249 cis-eQTLs

58.36% done, 59,417,896 cis-eQTLs

58.39% done, 59,492,664 cis-eQTLs

58.42% done, 59,561,524 cis-eQTLs

58.46% done, 59,595,258 cis-eQTLs

58.49% done, 59,611,004 cis-eQTLs

58.52% done, 59,624,398 cis-eQTLs

58.56% done, 59,636,432 cis-eQTLs

58.59% done, 59,645,732 cis-eQTLs

58.62% done, 59,653,635 cis-eQTLs

58.66% done, 59,706,456 cis-eQTLs

58.69% done, 59,796,394 cis-eQTLs

58.72% done, 59,874,009 cis-eQTLs

58.76% done, 59,934,785 cis-eQTLs

58.79% done, 59,989,556 cis-eQTLs

58.82% done, 60,079,165 cis-eQTLs

58.86% done, 60,220,470 cis-eQTLs

58.89% done, 60,309,035 cis-eQTLs

58.92% done, 60,397,121 cis-eQTLs

58.96% done, 60,473,448 cis-eQTLs

58.99% done, 60,552,317 cis-eQTLs

59.03% done, 60,643,059 cis-eQTLs

59.06% done, 60,723,230 cis-eQTLs

59.06% done, 60,724,464 cis-eQTLs

59.09% done, 60,768,594 cis-eQTLs

59.09% done, 60,803,633 cis-eQTLs

59.13% done, 60,823,971 cis-eQTLs

59.13% done, 60,889,114 cis-eQTLs

59.16% done, 60,893,355 cis-eQTLs

59.16% done, 61,061,925 cis-eQTLs

59.20% done, 61,271,198 cis-eQTLs

59.23% done, 61,353,219 cis-eQTLs

59.26% done, 61,399,488 cis-eQTLs

59.30% done, 61,441,852 cis-eQTLs

59.33% done, 61,469,228 cis-eQTLs

59.36% done, 61,492,488 cis-eQTLs

59.40% done, 61,514,781 cis-eQTLs

59.43% done, 61,543,850 cis-eQTLs

59.46% done, 61,590,174 cis-eQTLs

59.50% done, 61,649,884 cis-eQTLs

59.53% done, 61,710,599 cis-eQTLs

59.56% done, 61,762,409 cis-eQTLs

59.60% done, 61,799,578 cis-eQTLs

59.63% done, 61,826,696 cis-eQTLs

59.66% done, 61,843,520 cis-eQTLs

59.70% done, 61,848,062 cis-eQTLs

59.73% done, 61,870,522 cis-eQTLs

59.76% done, 61,918,439 cis-eQTLs

59.80% done, 61,972,368 cis-eQTLs

59.83% done, 62,028,850 cis-eQTLs

59.87% done, 62,068,493 cis-eQTLs

59.90% done, 62,118,098 cis-eQTLs

59.93% done, 62,168,765 cis-eQTLs

59.97% done, 62,216,875 cis-eQTLs

60.00% done, 62,251,215 cis-eQTLs

60.03% done, 62,285,413 cis-eQTLs

60.07% done, 62,318,446 cis-eQTLs

60.10% done, 62,344,587 cis-eQTLs

60.13% done, 62,369,731 cis-eQTLs

60.17% done, 62,386,455 cis-eQTLs

60.20% done, 62,405,529 cis-eQTLs

60.23% done, 62,435,211 cis-eQTLs

60.27% done, 62,474,439 cis-eQTLs

60.30% done, 62,509,289 cis-eQTLs

60.33% done, 62,548,952 cis-eQTLs

60.37% done, 62,589,226 cis-eQTLs

60.40% done, 62,632,393 cis-eQTLs

60.44% done, 62,681,852 cis-eQTLs

60.47% done, 62,728,688 cis-eQTLs

60.50% done, 62,760,816 cis-eQTLs

60.54% done, 62,788,385 cis-eQTLs

60.57% done, 62,812,837 cis-eQTLs

60.60% done, 62,847,844 cis-eQTLs

60.64% done, 62,884,824 cis-eQTLs

60.67% done, 62,916,017 cis-eQTLs

60.70% done, 62,942,838 cis-eQTLs

60.74% done, 62,964,061 cis-eQTLs

60.77% done, 62,986,188 cis-eQTLs

60.80% done, 63,000,072 cis-eQTLs

60.84% done, 63,026,751 cis-eQTLs

60.87% done, 63,072,111 cis-eQTLs

60.90% done, 63,110,032 cis-eQTLs

60.94% done, 63,136,235 cis-eQTLs

60.97% done, 63,168,837 cis-eQTLs

61.00% done, 63,236,578 cis-eQTLs

61.04% done, 63,309,090 cis-eQTLs

61.07% done, 63,375,311 cis-eQTLs

61.11% done, 63,418,536 cis-eQTLs

61.14% done, 63,465,458 cis-eQTLs

61.17% done, 63,527,915 cis-eQTLs

61.21% done, 63,595,685 cis-eQTLs

61.24% done, 63,623,125 cis-eQTLs

61.27% done, 63,634,512 cis-eQTLs

61.31% done, 63,644,459 cis-eQTLs

61.34% done, 63,658,743 cis-eQTLs

61.37% done, 63,668,554 cis-eQTLs

61.41% done, 63,676,554 cis-eQTLs

61.44% done, 63,686,216 cis-eQTLs

61.47% done, 63,699,482 cis-eQTLs

61.51% done, 63,710,739 cis-eQTLs

61.54% done, 63,716,461 cis-eQTLs

61.57% done, 63,732,610 cis-eQTLs

61.61% done, 63,755,148 cis-eQTLs

61.64% done, 63,785,817 cis-eQTLs

61.68% done, 63,814,672 cis-eQTLs

61.71% done, 63,847,867 cis-eQTLs

61.74% done, 63,879,477 cis-eQTLs

61.78% done, 63,899,881 cis-eQTLs

61.81% done, 63,905,096 cis-eQTLs

61.84% done, 63,911,096 cis-eQTLs

61.88% done, 63,916,723 cis-eQTLs

61.91% done, 63,922,812 cis-eQTLs

61.94% done, 63,951,730 cis-eQTLs

61.98% done, 64,021,876 cis-eQTLs

62.01% done, 64,098,465 cis-eQTLs

62.04% done, 64,165,376 cis-eQTLs

62.08% done, 64,227,103 cis-eQTLs

62.11% done, 64,291,790 cis-eQTLs

62.14% done, 64,347,653 cis-eQTLs

62.18% done, 64,440,286 cis-eQTLs

62.21% done, 64,487,563 cis-eQTLs

62.24% done, 64,506,481 cis-eQTLs

62.28% done, 64,540,559 cis-eQTLs

62.31% done, 64,587,912 cis-eQTLs

62.35% done, 64,656,442 cis-eQTLs

62.38% done, 64,723,405 cis-eQTLs

62.41% done, 64,770,669 cis-eQTLs

62.45% done, 64,785,353 cis-eQTLs

62.48% done, 64,791,353 cis-eQTLs

62.51% done, 64,810,540 cis-eQTLs

62.55% done, 64,839,100 cis-eQTLs

62.58% done, 64,868,394 cis-eQTLs

62.61% done, 64,885,458 cis-eQTLs

62.65% done, 64,928,664 cis-eQTLs

62.68% done, 64,989,756 cis-eQTLs

62.71% done, 65,053,143 cis-eQTLs

62.75% done, 65,109,783 cis-eQTLs

62.78% done, 65,147,491 cis-eQTLs

62.81% done, 65,181,552 cis-eQTLs

62.85% done, 65,222,689 cis-eQTLs

62.88% done, 65,272,763 cis-eQTLs

62.92% done, 65,324,152 cis-eQTLs

62.95% done, 65,378,441 cis-eQTLs

62.98% done, 65,438,138 cis-eQTLs

63.02% done, 65,531,797 cis-eQTLs

63.05% done, 65,609,176 cis-eQTLs

63.08% done, 65,662,097 cis-eQTLs

63.12% done, 65,751,081 cis-eQTLs

63.15% done, 65,851,517 cis-eQTLs

63.18% done, 65,936,469 cis-eQTLs

63.22% done, 65,984,473 cis-eQTLs

63.25% done, 66,000,413 cis-eQTLs

63.28% done, 66,010,966 cis-eQTLs

63.32% done, 66,016,966 cis-eQTLs

63.35% done, 66,022,255 cis-eQTLs

63.38% done, 66,022,482 cis-eQTLs

63.42% done, 66,037,423 cis-eQTLs

63.45% done, 66,077,045 cis-eQTLs

63.48% done, 66,116,876 cis-eQTLs

63.52% done, 66,148,657 cis-eQTLs

63.55% done, 66,192,819 cis-eQTLs

63.59% done, 66,229,187 cis-eQTLs

63.62% done, 66,253,023 cis-eQTLs

63.65% done, 66,293,547 cis-eQTLs

63.69% done, 66,345,169 cis-eQTLs

63.72% done, 66,403,787 cis-eQTLs

63.75% done, 66,444,827 cis-eQTLs

63.79% done, 66,470,461 cis-eQTLs

63.82% done, 66,506,161 cis-eQTLs

63.85% done, 66,570,789 cis-eQTLs

63.89% done, 66,635,877 cis-eQTLs

63.92% done, 66,689,663 cis-eQTLs

63.95% done, 66,739,915 cis-eQTLs

63.99% done, 66,811,879 cis-eQTLs

64.02% done, 66,870,246 cis-eQTLs

64.05% done, 66,897,151 cis-eQTLs

64.09% done, 66,913,789 cis-eQTLs

64.12% done, 66,929,952 cis-eQTLs

64.15% done, 66,943,723 cis-eQTLs

64.19% done, 66,958,783 cis-eQTLs

64.22% done, 66,978,043 cis-eQTLs

64.26% done, 66,997,447 cis-eQTLs

64.29% done, 67,040,866 cis-eQTLs

64.32% done, 67,112,673 cis-eQTLs

64.36% done, 67,207,453 cis-eQTLs

64.39% done, 67,320,540 cis-eQTLs

64.42% done, 67,504,616 cis-eQTLs

64.46% done, 67,684,688 cis-eQTLs

64.49% done, 67,834,415 cis-eQTLs

64.52% done, 67,937,977 cis-eQTLs

64.56% done, 68,015,893 cis-eQTLs

64.59% done, 68,119,137 cis-eQTLs

64.62% done, 68,262,518 cis-eQTLs

64.66% done, 68,426,199 cis-eQTLs

64.69% done, 68,607,835 cis-eQTLs

64.72% done, 68,776,304 cis-eQTLs

64.76% done, 68,889,972 cis-eQTLs

64.79% done, 68,971,710 cis-eQTLs

64.83% done, 69,038,428 cis-eQTLs

64.86% done, 69,107,044 cis-eQTLs

64.89% done, 69,174,460 cis-eQTLs

64.93% done, 69,220,521 cis-eQTLs

64.96% done, 69,266,521 cis-eQTLs

64.99% done, 69,301,779 cis-eQTLs

65.03% done, 69,343,395 cis-eQTLs

65.06% done, 69,379,112 cis-eQTLs

65.09% done, 69,396,985 cis-eQTLs

65.13% done, 69,411,906 cis-eQTLs

65.16% done, 69,463,126 cis-eQTLs

65.19% done, 69,546,434 cis-eQTLs

65.23% done, 69,618,671 cis-eQTLs

65.26% done, 69,661,600 cis-eQTLs

65.29% done, 69,686,111 cis-eQTLs

65.33% done, 69,702,132 cis-eQTLs

65.36% done, 69,719,326 cis-eQTLs

65.39% done, 69,736,368 cis-eQTLs

65.43% done, 69,750,905 cis-eQTLs

65.46% done, 69,757,173 cis-eQTLs

65.50% done, 69,761,173 cis-eQTLs

65.53% done, 69,767,703 cis-eQTLs

65.56% done, 69,781,804 cis-eQTLs

65.60% done, 69,805,987 cis-eQTLs

65.63% done, 69,843,726 cis-eQTLs

65.66% done, 69,861,560 cis-eQTLs

65.70% done, 69,878,654 cis-eQTLs

65.73% done, 69,912,549 cis-eQTLs

65.76% done, 69,960,147 cis-eQTLs

65.80% done, 70,011,428 cis-eQTLs

65.83% done, 70,057,932 cis-eQTLs

65.86% done, 70,095,879 cis-eQTLs

65.90% done, 70,133,228 cis-eQTLs

65.93% done, 70,160,149 cis-eQTLs

65.96% done, 70,170,047 cis-eQTLs

66.00% done, 70,170,781 cis-eQTLs

66.03% done, 70,174,781 cis-eQTLs

66.07% done, 70,178,781 cis-eQTLs

66.10% done, 70,182,781 cis-eQTLs

66.13% done, 70,197,743 cis-eQTLs

66.17% done, 70,232,848 cis-eQTLs

66.20% done, 70,280,410 cis-eQTLs

66.23% done, 70,318,916 cis-eQTLs

66.27% done, 70,372,469 cis-eQTLs

66.27% done, 70,381,557 cis-eQTLs

66.30% done, 70,405,670 cis-eQTLs

66.30% done, 70,466,648 cis-eQTLs

66.34% done, 70,506,013 cis-eQTLs

66.37% done, 70,521,288 cis-eQTLs

66.40% done, 70,525,774 cis-eQTLs

66.44% done, 70,528,689 cis-eQTLs

66.47% done, 70,532,689 cis-eQTLs

66.50% done, 70,571,733 cis-eQTLs

66.54% done, 70,655,460 cis-eQTLs

66.57% done, 70,755,987 cis-eQTLs

66.60% done, 70,867,494 cis-eQTLs

66.64% done, 70,992,483 cis-eQTLs

66.67% done, 71,097,271 cis-eQTLs

66.70% done, 71,187,649 cis-eQTLs

66.74% done, 71,285,069 cis-eQTLs

66.77% done, 71,408,491 cis-eQTLs

66.80% done, 71,561,882 cis-eQTLs

66.84% done, 71,713,677 cis-eQTLs

66.87% done, 71,932,532 cis-eQTLs

66.91% done, 72,132,975 cis-eQTLs

66.94% done, 72,239,145 cis-eQTLs

66.97% done, 72,289,059 cis-eQTLs

67.01% done, 72,330,530 cis-eQTLs

67.04% done, 72,377,448 cis-eQTLs

67.07% done, 72,455,101 cis-eQTLs

67.11% done, 72,535,199 cis-eQTLs

67.14% done, 72,606,829 cis-eQTLs

67.17% done, 72,673,569 cis-eQTLs

67.21% done, 72,712,034 cis-eQTLs

67.24% done, 72,762,541 cis-eQTLs

67.27% done, 72,805,534 cis-eQTLs

67.31% done, 72,811,420 cis-eQTLs

67.34% done, 72,812,494 cis-eQTLs

67.37% done, 72,812,494 cis-eQTLs

67.41% done, 72,817,055 cis-eQTLs

67.44% done, 72,842,935 cis-eQTLs

67.47% done, 72,869,650 cis-eQTLs

67.51% done, 72,887,575 cis-eQTLs

67.54% done, 72,925,654 cis-eQTLs

67.58% done, 72,957,529 cis-eQTLs

67.61% done, 72,978,615 cis-eQTLs

67.64% done, 73,001,447 cis-eQTLs

67.68% done, 73,031,595 cis-eQTLs

67.71% done, 73,072,331 cis-eQTLs

67.74% done, 73,096,484 cis-eQTLs

67.78% done, 73,103,642 cis-eQTLs

67.81% done, 73,118,003 cis-eQTLs

67.84% done, 73,159,927 cis-eQTLs

67.88% done, 73,211,544 cis-eQTLs

67.91% done, 73,247,521 cis-eQTLs

67.94% done, 73,263,880 cis-eQTLs

67.98% done, 73,267,629 cis-eQTLs

68.01% done, 73,269,332 cis-eQTLs

68.04% done, 73,271,332 cis-eQTLs

68.08% done, 73,273,332 cis-eQTLs

68.11% done, 73,284,228 cis-eQTLs

68.15% done, 73,300,508 cis-eQTLs

68.18% done, 73,323,846 cis-eQTLs

68.21% done, 73,360,059 cis-eQTLs

68.25% done, 73,395,087 cis-eQTLs

68.28% done, 73,420,084 cis-eQTLs

68.31% done, 73,441,835 cis-eQTLs

68.35% done, 73,471,874 cis-eQTLs

68.38% done, 73,495,210 cis-eQTLs

68.41% done, 73,531,714 cis-eQTLs

68.45% done, 73,574,544 cis-eQTLs

68.48% done, 73,595,612 cis-eQTLs

68.51% done, 73,624,510 cis-eQTLs

68.55% done, 73,686,825 cis-eQTLs

68.58% done, 73,736,851 cis-eQTLs

68.61% done, 73,771,725 cis-eQTLs

68.65% done, 73,808,370 cis-eQTLs

68.68% done, 73,833,518 cis-eQTLs

68.71% done, 73,888,459 cis-eQTLs

68.75% done, 73,979,037 cis-eQTLs

68.78% done, 74,105,583 cis-eQTLs

68.82% done, 74,205,738 cis-eQTLs

68.85% done, 74,246,892 cis-eQTLs

68.88% done, 74,265,201 cis-eQTLs

68.92% done, 74,287,514 cis-eQTLs

68.95% done, 74,347,101 cis-eQTLs

68.98% done, 74,445,634 cis-eQTLs

69.02% done, 74,549,886 cis-eQTLs

69.05% done, 74,639,119 cis-eQTLs

69.08% done, 74,701,543 cis-eQTLs

69.12% done, 74,733,721 cis-eQTLs

69.15% done, 74,752,614 cis-eQTLs

69.18% done, 74,779,921 cis-eQTLs

69.22% done, 74,819,617 cis-eQTLs

69.25% done, 74,846,772 cis-eQTLs

69.28% done, 74,860,774 cis-eQTLs

69.32% done, 74,868,911 cis-eQTLs

69.35% done, 74,886,132 cis-eQTLs

69.39% done, 74,912,132 cis-eQTLs

69.42% done, 74,936,022 cis-eQTLs

69.45% done, 74,962,165 cis-eQTLs

69.49% done, 75,007,627 cis-eQTLs

69.52% done, 75,060,539 cis-eQTLs

69.55% done, 75,107,471 cis-eQTLs

69.59% done, 75,153,550 cis-eQTLs

69.62% done, 75,190,540 cis-eQTLs

69.65% done, 75,244,193 cis-eQTLs

69.69% done, 75,372,519 cis-eQTLs

69.72% done, 75,535,123 cis-eQTLs

69.75% done, 75,652,497 cis-eQTLs

69.79% done, 75,755,274 cis-eQTLs

69.82% done, 75,871,853 cis-eQTLs

69.85% done, 75,998,357 cis-eQTLs

69.89% done, 76,106,755 cis-eQTLs

69.92% done, 76,176,967 cis-eQTLs

69.95% done, 76,225,293 cis-eQTLs

69.99% done, 76,264,964 cis-eQTLs

70.02% done, 76,303,749 cis-eQTLs

70.06% done, 76,343,490 cis-eQTLs

70.09% done, 76,356,524 cis-eQTLs

70.12% done, 76,365,148 cis-eQTLs

70.16% done, 76,382,386 cis-eQTLs

70.19% done, 76,399,831 cis-eQTLs

70.22% done, 76,417,028 cis-eQTLs

70.26% done, 76,453,311 cis-eQTLs

70.29% done, 76,500,186 cis-eQTLs

70.32% done, 76,538,578 cis-eQTLs

70.36% done, 76,553,443 cis-eQTLs

70.39% done, 76,578,395 cis-eQTLs

70.42% done, 76,613,391 cis-eQTLs

70.46% done, 76,653,186 cis-eQTLs

70.49% done, 76,703,085 cis-eQTLs

70.52% done, 76,749,524 cis-eQTLs

70.56% done, 76,776,749 cis-eQTLs

70.59% done, 76,792,612 cis-eQTLs

70.63% done, 76,820,567 cis-eQTLs

70.66% done, 76,860,260 cis-eQTLs

70.69% done, 76,897,680 cis-eQTLs

70.73% done, 76,939,188 cis-eQTLs

70.76% done, 76,966,585 cis-eQTLs

70.79% done, 76,987,733 cis-eQTLs

70.83% done, 77,001,785 cis-eQTLs

70.86% done, 77,004,948 cis-eQTLs

70.89% done, 77,012,518 cis-eQTLs

70.93% done, 77,041,192 cis-eQTLs

70.96% done, 77,081,275 cis-eQTLs

70.99% done, 77,118,012 cis-eQTLs

71.03% done, 77,142,948 cis-eQTLs

71.06% done, 77,166,954 cis-eQTLs

71.09% done, 77,186,367 cis-eQTLs

71.13% done, 77,203,323 cis-eQTLs

71.16% done, 77,233,985 cis-eQTLs

71.19% done, 77,287,448 cis-eQTLs

71.23% done, 77,370,432 cis-eQTLs

71.26% done, 77,493,324 cis-eQTLs

71.30% done, 77,614,837 cis-eQTLs

71.33% done, 77,702,706 cis-eQTLs

71.36% done, 77,835,734 cis-eQTLs

71.40% done, 77,990,197 cis-eQTLs

71.43% done, 78,131,375 cis-eQTLs

71.46% done, 78,268,168 cis-eQTLs

71.50% done, 78,433,421 cis-eQTLs

71.53% done, 78,550,675 cis-eQTLs

71.56% done, 78,587,624 cis-eQTLs

71.60% done, 78,591,309 cis-eQTLs

71.63% done, 78,592,215 cis-eQTLs

71.66% done, 78,599,185 cis-eQTLs

71.70% done, 78,612,590 cis-eQTLs

71.73% done, 78,631,360 cis-eQTLs

71.76% done, 78,656,330 cis-eQTLs

71.80% done, 78,694,381 cis-eQTLs

71.83% done, 78,726,912 cis-eQTLs

71.86% done, 78,758,589 cis-eQTLs

71.90% done, 78,805,666 cis-eQTLs

71.93% done, 78,859,730 cis-eQTLs

71.97% done, 78,896,538 cis-eQTLs

72.00% done, 78,922,353 cis-eQTLs

72.00% done, 78,932,651 cis-eQTLs

72.03% done, 78,944,146 cis-eQTLs

72.03% done, 78,970,146 cis-eQTLs

72.07% done, 78,971,143 cis-eQTLs

72.07% done, 78,988,618 cis-eQTLs

72.10% done, 78,992,158 cis-eQTLs

72.14% done, 79,015,918 cis-eQTLs

72.17% done, 79,054,060 cis-eQTLs

72.20% done, 79,081,979 cis-eQTLs

72.24% done, 79,100,409 cis-eQTLs

72.27% done, 79,115,052 cis-eQTLs

72.30% done, 79,140,405 cis-eQTLs

72.34% done, 79,162,032 cis-eQTLs

72.37% done, 79,174,005 cis-eQTLs

72.40% done, 79,180,919 cis-eQTLs

72.44% done, 79,188,808 cis-eQTLs

72.47% done, 79,206,406 cis-eQTLs

72.50% done, 79,225,561 cis-eQTLs

72.54% done, 79,238,448 cis-eQTLs

72.57% done, 79,256,370 cis-eQTLs

72.60% done, 79,272,655 cis-eQTLs

72.64% done, 79,291,914 cis-eQTLs

72.67% done, 79,314,002 cis-eQTLs

72.71% done, 79,343,878 cis-eQTLs

72.74% done, 79,373,114 cis-eQTLs

72.77% done, 79,404,526 cis-eQTLs

72.81% done, 79,444,084 cis-eQTLs

72.84% done, 79,478,573 cis-eQTLs

72.87% done, 79,499,779 cis-eQTLs

72.91% done, 79,520,946 cis-eQTLs

72.94% done, 79,549,366 cis-eQTLs

72.97% done, 79,586,104 cis-eQTLs

73.01% done, 79,630,639 cis-eQTLs

73.04% done, 79,669,446 cis-eQTLs

73.07% done, 79,712,609 cis-eQTLs

73.11% done, 79,758,453 cis-eQTLs

73.14% done, 79,804,218 cis-eQTLs

73.17% done, 79,833,039 cis-eQTLs

73.21% done, 79,860,135 cis-eQTLs

73.24% done, 79,889,972 cis-eQTLs

73.27% done, 79,944,736 cis-eQTLs

73.31% done, 80,033,330 cis-eQTLs

73.34% done, 80,125,459 cis-eQTLs

73.38% done, 80,204,972 cis-eQTLs

73.41% done, 80,266,196 cis-eQTLs

73.44% done, 80,296,680 cis-eQTLs

73.48% done, 80,311,145 cis-eQTLs

73.51% done, 80,329,782 cis-eQTLs

73.54% done, 80,370,150 cis-eQTLs

73.58% done, 80,414,451 cis-eQTLs

73.61% done, 80,454,535 cis-eQTLs

73.64% done, 80,503,285 cis-eQTLs

73.68% done, 80,603,371 cis-eQTLs

73.71% done, 80,717,674 cis-eQTLs

73.74% done, 80,818,716 cis-eQTLs

73.78% done, 80,885,535 cis-eQTLs

73.81% done, 80,923,796 cis-eQTLs

73.84% done, 80,948,967 cis-eQTLs

73.88% done, 80,970,852 cis-eQTLs

73.91% done, 80,986,526 cis-eQTLs

73.94% done, 81,002,364 cis-eQTLs

73.98% done, 81,016,130 cis-eQTLs

74.01% done, 81,029,114 cis-eQTLs

74.05% done, 81,051,322 cis-eQTLs

74.08% done, 81,073,494 cis-eQTLs

74.11% done, 81,097,514 cis-eQTLs

74.15% done, 81,127,600 cis-eQTLs

74.18% done, 81,182,455 cis-eQTLs

74.21% done, 81,268,844 cis-eQTLs

74.25% done, 81,316,457 cis-eQTLs

74.28% done, 81,370,691 cis-eQTLs

74.31% done, 81,428,470 cis-eQTLs

74.35% done, 81,481,866 cis-eQTLs

74.38% done, 81,516,497 cis-eQTLs

74.41% done, 81,543,805 cis-eQTLs

74.45% done, 81,576,677 cis-eQTLs

74.48% done, 81,625,870 cis-eQTLs

74.51% done, 81,689,605 cis-eQTLs

74.55% done, 81,757,773 cis-eQTLs

74.58% done, 81,809,908 cis-eQTLs

74.62% done, 81,847,045 cis-eQTLs

74.65% done, 81,912,971 cis-eQTLs

74.68% done, 81,984,084 cis-eQTLs

74.72% done, 82,038,709 cis-eQTLs

74.75% done, 82,075,757 cis-eQTLs

74.78% done, 82,125,141 cis-eQTLs

74.82% done, 82,180,727 cis-eQTLs

74.85% done, 82,244,812 cis-eQTLs

74.88% done, 82,305,018 cis-eQTLs

74.92% done, 82,334,303 cis-eQTLs

74.95% done, 82,352,479 cis-eQTLs

74.98% done, 82,384,499 cis-eQTLs

75.02% done, 82,422,151 cis-eQTLs

75.05% done, 82,451,408 cis-eQTLs

75.08% done, 82,476,975 cis-eQTLs

75.12% done, 82,502,149 cis-eQTLs

75.15% done, 82,543,088 cis-eQTLs

75.18% done, 82,591,657 cis-eQTLs

75.22% done, 82,627,973 cis-eQTLs

75.25% done, 82,666,481 cis-eQTLs

75.29% done, 82,716,234 cis-eQTLs

75.32% done, 82,774,006 cis-eQTLs

75.35% done, 82,813,289 cis-eQTLs

75.39% done, 82,847,563 cis-eQTLs

75.42% done, 82,887,655 cis-eQTLs

75.45% done, 82,948,399 cis-eQTLs

75.49% done, 83,006,736 cis-eQTLs

75.52% done, 83,066,766 cis-eQTLs

75.55% done, 83,100,554 cis-eQTLs

75.59% done, 83,107,166 cis-eQTLs

75.62% done, 83,108,893 cis-eQTLs

75.65% done, 83,109,476 cis-eQTLs

75.69% done, 83,113,470 cis-eQTLs

75.72% done, 83,116,671 cis-eQTLs

75.75% done, 83,124,197 cis-eQTLs

75.79% done, 83,140,670 cis-eQTLs

75.82% done, 83,157,757 cis-eQTLs

75.86% done, 83,173,075 cis-eQTLs

75.89% done, 83,190,408 cis-eQTLs

75.92% done, 83,204,317 cis-eQTLs

75.96% done, 83,211,388 cis-eQTLs

75.99% done, 83,214,909 cis-eQTLs

76.02% done, 83,228,744 cis-eQTLs

76.06% done, 83,247,327 cis-eQTLs

76.09% done, 83,256,418 cis-eQTLs

76.12% done, 83,260,811 cis-eQTLs

76.16% done, 83,268,811 cis-eQTLs

76.19% done, 83,280,273 cis-eQTLs

76.22% done, 83,292,489 cis-eQTLs

76.26% done, 83,308,786 cis-eQTLs

76.29% done, 83,327,796 cis-eQTLs

76.32% done, 83,350,188 cis-eQTLs

76.36% done, 83,378,426 cis-eQTLs

76.39% done, 83,404,830 cis-eQTLs

76.42% done, 83,439,206 cis-eQTLs

76.46% done, 83,476,823 cis-eQTLs

76.49% done, 83,512,528 cis-eQTLs

76.53% done, 83,542,905 cis-eQTLs

76.56% done, 83,560,901 cis-eQTLs

76.59% done, 83,563,612 cis-eQTLs

76.63% done, 83,564,516 cis-eQTLs

76.66% done, 83,566,146 cis-eQTLs

76.69% done, 83,571,669 cis-eQTLs

76.73% done, 83,581,413 cis-eQTLs

76.76% done, 83,590,360 cis-eQTLs

76.79% done, 83,600,141 cis-eQTLs

76.83% done, 83,611,776 cis-eQTLs

76.86% done, 83,624,351 cis-eQTLs

76.89% done, 83,642,254 cis-eQTLs

76.93% done, 83,661,669 cis-eQTLs

76.96% done, 83,684,334 cis-eQTLs

76.99% done, 83,704,375 cis-eQTLs

77.03% done, 83,720,811 cis-eQTLs

77.06% done, 83,743,957 cis-eQTLs

77.10% done, 83,777,672 cis-eQTLs

77.13% done, 83,820,250 cis-eQTLs

77.16% done, 83,851,755 cis-eQTLs

77.20% done, 83,887,673 cis-eQTLs

77.23% done, 83,943,567 cis-eQTLs

77.26% done, 84,012,663 cis-eQTLs

77.30% done, 84,067,142 cis-eQTLs

77.33% done, 84,100,310 cis-eQTLs

77.36% done, 84,137,648 cis-eQTLs

77.40% done, 84,175,636 cis-eQTLs

77.43% done, 84,202,194 cis-eQTLs

77.46% done, 84,204,638 cis-eQTLs

77.50% done, 84,214,934 cis-eQTLs

77.53% done, 84,241,512 cis-eQTLs

77.56% done, 84,266,461 cis-eQTLs

77.60% done, 84,285,519 cis-eQTLs

77.63% done, 84,301,939 cis-eQTLs

77.66% done, 84,321,555 cis-eQTLs

77.70% done, 84,353,954 cis-eQTLs

77.73% done, 84,400,132 cis-eQTLs

77.77% done, 84,447,197 cis-eQTLs

77.80% done, 84,508,550 cis-eQTLs

77.83% done, 84,603,360 cis-eQTLs

77.87% done, 84,702,184 cis-eQTLs

77.90% done, 84,761,654 cis-eQTLs

77.93% done, 84,869,668 cis-eQTLs

77.97% done, 85,009,321 cis-eQTLs

78.00% done, 85,106,623 cis-eQTLs

78.03% done, 85,199,770 cis-eQTLs

78.07% done, 85,301,773 cis-eQTLs

78.10% done, 85,488,546 cis-eQTLs

78.13% done, 85,622,499 cis-eQTLs

78.17% done, 85,681,778 cis-eQTLs

78.20% done, 85,687,757 cis-eQTLs

78.23% done, 85,695,449 cis-eQTLs

78.27% done, 85,701,238 cis-eQTLs

78.30% done, 85,706,818 cis-eQTLs

78.34% done, 85,732,113 cis-eQTLs

78.37% done, 85,771,485 cis-eQTLs

78.40% done, 85,795,654 cis-eQTLs

78.44% done, 85,811,025 cis-eQTLs

78.47% done, 85,839,504 cis-eQTLs

78.50% done, 85,878,926 cis-eQTLs

78.54% done, 85,920,130 cis-eQTLs

78.57% done, 85,960,098 cis-eQTLs

78.60% done, 85,999,572 cis-eQTLs

78.64% done, 86,034,611 cis-eQTLs

78.67% done, 86,057,531 cis-eQTLs

78.70% done, 86,058,629 cis-eQTLs

78.74% done, 86,060,629 cis-eQTLs

78.77% done, 86,062,629 cis-eQTLs

78.80% done, 86,063,542 cis-eQTLs

78.84% done, 86,066,079 cis-eQTLs

78.87% done, 86,081,507 cis-eQTLs

78.90% done, 86,101,173 cis-eQTLs

78.94% done, 86,110,822 cis-eQTLs

78.97% done, 86,120,712 cis-eQTLs

79.01% done, 86,126,712 cis-eQTLs

79.04% done, 86,152,327 cis-eQTLs

79.07% done, 86,213,803 cis-eQTLs

79.11% done, 86,270,070 cis-eQTLs

79.14% done, 86,313,790 cis-eQTLs

79.17% done, 86,346,759 cis-eQTLs

79.21% done, 86,371,932 cis-eQTLs

79.24% done, 86,416,451 cis-eQTLs

79.27% done, 86,473,142 cis-eQTLs

79.31% done, 86,513,229 cis-eQTLs

79.34% done, 86,540,623 cis-eQTLs

79.37% done, 86,571,500 cis-eQTLs

79.41% done, 86,608,896 cis-eQTLs

79.44% done, 86,651,665 cis-eQTLs

79.47% done, 86,705,607 cis-eQTLs

79.51% done, 86,749,864 cis-eQTLs

79.54% done, 86,786,765 cis-eQTLs

79.57% done, 86,837,765 cis-eQTLs

79.61% done, 86,889,250 cis-eQTLs

79.64% done, 86,908,188 cis-eQTLs

79.68% done, 86,943,776 cis-eQTLs

79.71% done, 86,986,091 cis-eQTLs

79.74% done, 87,038,175 cis-eQTLs

79.78% done, 87,087,635 cis-eQTLs

79.81% done, 87,116,994 cis-eQTLs

79.84% done, 87,145,110 cis-eQTLs

79.88% done, 87,202,704 cis-eQTLs

79.91% done, 87,293,774 cis-eQTLs

79.94% done, 87,375,429 cis-eQTLs

79.98% done, 87,424,042 cis-eQTLs

80.01% done, 87,479,757 cis-eQTLs

80.04% done, 87,526,670 cis-eQTLs

80.08% done, 87,545,822 cis-eQTLs

80.11% done, 87,562,733 cis-eQTLs

80.14% done, 87,590,320 cis-eQTLs

80.18% done, 87,607,978 cis-eQTLs

80.21% done, 87,609,437 cis-eQTLs

80.25% done, 87,609,437 cis-eQTLs

80.28% done, 87,612,913 cis-eQTLs

80.31% done, 87,618,913 cis-eQTLs

80.35% done, 87,623,890 cis-eQTLs

80.38% done, 87,637,733 cis-eQTLs

80.41% done, 87,674,262 cis-eQTLs

80.45% done, 87,723,338 cis-eQTLs

80.48% done, 87,770,398 cis-eQTLs

80.51% done, 87,816,364 cis-eQTLs

80.55% done, 87,863,211 cis-eQTLs

80.58% done, 87,919,958 cis-eQTLs

80.58% done, 87,921,036 cis-eQTLs

80.61% done, 87,958,893 cis-eQTLs

80.62% done, 87,994,438 cis-eQTLs

80.65% done, 88,007,681 cis-eQTLs

80.65% done, 88,070,610 cis-eQTLs

80.68% done, 88,071,926 cis-eQTLs

80.68% done, 88,147,790 cis-eQTLs

80.72% done, 88,203,467 cis-eQTLs

80.75% done, 88,244,555 cis-eQTLs

80.78% done, 88,260,139 cis-eQTLs

80.82% done, 88,265,564 cis-eQTLs

80.85% done, 88,292,584 cis-eQTLs

80.88% done, 88,361,411 cis-eQTLs

80.92% done, 88,515,332 cis-eQTLs

80.95% done, 88,652,370 cis-eQTLs

80.98% done, 88,724,062 cis-eQTLs

81.02% done, 88,795,572 cis-eQTLs

81.05% done, 88,873,064 cis-eQTLs

81.09% done, 88,928,835 cis-eQTLs

81.12% done, 88,953,357 cis-eQTLs

81.15% done, 88,959,975 cis-eQTLs

81.19% done, 88,981,572 cis-eQTLs

81.22% done, 89,018,872 cis-eQTLs

81.25% done, 89,105,241 cis-eQTLs

81.29% done, 89,211,075 cis-eQTLs

81.32% done, 89,313,805 cis-eQTLs

81.35% done, 89,400,314 cis-eQTLs

81.39% done, 89,425,108 cis-eQTLs

81.42% done, 89,449,278 cis-eQTLs

81.45% done, 89,477,616 cis-eQTLs

81.49% done, 89,521,127 cis-eQTLs

81.52% done, 89,566,074 cis-eQTLs

81.55% done, 89,604,144 cis-eQTLs

81.59% done, 89,651,002 cis-eQTLs

81.62% done, 89,698,933 cis-eQTLs

81.65% done, 89,745,478 cis-eQTLs

81.69% done, 89,762,225 cis-eQTLs

81.72% done, 89,770,271 cis-eQTLs

81.76% done, 89,782,745 cis-eQTLs

81.79% done, 89,798,451 cis-eQTLs

81.82% done, 89,843,015 cis-eQTLs

81.86% done, 89,950,282 cis-eQTLs

81.89% done, 90,064,793 cis-eQTLs

81.92% done, 90,167,314 cis-eQTLs

81.96% done, 90,237,821 cis-eQTLs

81.99% done, 90,265,108 cis-eQTLs

82.02% done, 90,271,722 cis-eQTLs

82.06% done, 90,304,993 cis-eQTLs

82.09% done, 90,355,780 cis-eQTLs

82.12% done, 90,407,462 cis-eQTLs

82.16% done, 90,468,839 cis-eQTLs

82.19% done, 90,511,495 cis-eQTLs

82.22% done, 90,529,000 cis-eQTLs

82.26% done, 90,536,938 cis-eQTLs

82.29% done, 90,557,742 cis-eQTLs

82.33% done, 90,586,737 cis-eQTLs

82.36% done, 90,619,589 cis-eQTLs

82.39% done, 90,653,938 cis-eQTLs

82.43% done, 90,692,092 cis-eQTLs

82.46% done, 90,730,204 cis-eQTLs

82.49% done, 90,757,045 cis-eQTLs

82.53% done, 90,768,930 cis-eQTLs

82.56% done, 90,786,121 cis-eQTLs

82.59% done, 90,824,347 cis-eQTLs

82.63% done, 90,885,797 cis-eQTLs

82.66% done, 90,959,638 cis-eQTLs

82.69% done, 91,017,255 cis-eQTLs

82.73% done, 91,070,740 cis-eQTLs

82.76% done, 91,118,005 cis-eQTLs

82.79% done, 91,151,774 cis-eQTLs

82.83% done, 91,185,099 cis-eQTLs

82.86% done, 91,242,628 cis-eQTLs

82.89% done, 91,324,655 cis-eQTLs

82.93% done, 91,433,182 cis-eQTLs

82.96% done, 91,493,118 cis-eQTLs

83.00% done, 91,546,858 cis-eQTLs

83.03% done, 91,611,870 cis-eQTLs

83.06% done, 91,672,669 cis-eQTLs

83.10% done, 91,712,611 cis-eQTLs

83.13% done, 91,747,996 cis-eQTLs

83.16% done, 91,778,374 cis-eQTLs

83.20% done, 91,829,296 cis-eQTLs

83.23% done, 91,881,968 cis-eQTLs

83.26% done, 91,928,655 cis-eQTLs

83.30% done, 91,949,501 cis-eQTLs

83.33% done, 91,968,035 cis-eQTLs

83.36% done, 92,000,383 cis-eQTLs

83.40% done, 92,061,357 cis-eQTLs

83.43% done, 92,139,500 cis-eQTLs

83.46% done, 92,222,617 cis-eQTLs

83.50% done, 92,277,813 cis-eQTLs

83.53% done, 92,313,680 cis-eQTLs

83.57% done, 92,339,680 cis-eQTLs

83.60% done, 92,366,236 cis-eQTLs

83.63% done, 92,379,332 cis-eQTLs

83.67% done, 92,388,552 cis-eQTLs

83.70% done, 92,404,575 cis-eQTLs

83.73% done, 92,421,348 cis-eQTLs

83.77% done, 92,435,430 cis-eQTLs

83.80% done, 92,448,171 cis-eQTLs

83.83% done, 92,472,868 cis-eQTLs

83.87% done, 92,510,329 cis-eQTLs

83.90% done, 92,554,607 cis-eQTLs

83.93% done, 92,597,447 cis-eQTLs

83.97% done, 92,635,645 cis-eQTLs

84.00% done, 92,756,583 cis-eQTLs

84.03% done, 92,961,423 cis-eQTLs

84.07% done, 93,188,136 cis-eQTLs

84.10% done, 93,432,435 cis-eQTLs

84.13% done, 93,598,216 cis-eQTLs

84.17% done, 93,691,539 cis-eQTLs

84.20% done, 93,749,709 cis-eQTLs

84.24% done, 93,777,922 cis-eQTLs

84.27% done, 93,781,196 cis-eQTLs

84.30% done, 93,783,196 cis-eQTLs

84.34% done, 93,785,196 cis-eQTLs

84.37% done, 93,789,790 cis-eQTLs

84.40% done, 93,810,313 cis-eQTLs

84.44% done, 93,838,313 cis-eQTLs

84.47% done, 93,870,146 cis-eQTLs

84.50% done, 93,907,757 cis-eQTLs

84.54% done, 93,952,689 cis-eQTLs

84.57% done, 94,012,959 cis-eQTLs

84.60% done, 94,089,557 cis-eQTLs

84.64% done, 94,149,184 cis-eQTLs

84.67% done, 94,189,502 cis-eQTLs

84.70% done, 94,214,377 cis-eQTLs

84.74% done, 94,242,855 cis-eQTLs

84.77% done, 94,292,321 cis-eQTLs

84.81% done, 94,319,053 cis-eQTLs

84.84% done, 94,330,362 cis-eQTLs

84.87% done, 94,372,339 cis-eQTLs

84.91% done, 94,432,472 cis-eQTLs

84.94% done, 94,494,310 cis-eQTLs

84.97% done, 94,552,902 cis-eQTLs

85.01% done, 94,605,235 cis-eQTLs

85.04% done, 94,644,210 cis-eQTLs

85.07% done, 94,665,253 cis-eQTLs

85.11% done, 94,684,649 cis-eQTLs

85.14% done, 94,716,560 cis-eQTLs

85.17% done, 94,778,071 cis-eQTLs

85.21% done, 94,913,633 cis-eQTLs

85.24% done, 95,061,389 cis-eQTLs

85.27% done, 95,085,296 cis-eQTLs

85.31% done, 95,107,050 cis-eQTLs

85.34% done, 95,132,485 cis-eQTLs

85.37% done, 95,158,843 cis-eQTLs

85.41% done, 95,178,249 cis-eQTLs

85.44% done, 95,203,353 cis-eQTLs

85.48% done, 95,231,074 cis-eQTLs

85.51% done, 95,271,283 cis-eQTLs

85.54% done, 95,337,215 cis-eQTLs

85.58% done, 95,437,700 cis-eQTLs

85.61% done, 95,554,234 cis-eQTLs

85.64% done, 95,627,441 cis-eQTLs

85.68% done, 95,663,470 cis-eQTLs

85.71% done, 95,667,266 cis-eQTLs

85.74% done, 95,669,498 cis-eQTLs

85.78% done, 95,671,498 cis-eQTLs

85.81% done, 95,672,677 cis-eQTLs

85.84% done, 95,676,014 cis-eQTLs

85.88% done, 95,686,014 cis-eQTLs

85.91% done, 95,725,860 cis-eQTLs

85.94% done, 95,849,777 cis-eQTLs

85.98% done, 95,932,488 cis-eQTLs

86.01% done, 96,006,196 cis-eQTLs

86.01% done, 96,018,668 cis-eQTLs

86.05% done, 96,047,743 cis-eQTLs

86.05% done, 96,106,251 cis-eQTLs

86.08% done, 96,108,459 cis-eQTLs

86.08% done, 96,139,955 cis-eQTLs

86.11% done, 96,156,771 cis-eQTLs

86.15% done, 96,210,501 cis-eQTLs

86.18% done, 96,264,153 cis-eQTLs

86.21% done, 96,295,735 cis-eQTLs

86.25% done, 96,316,025 cis-eQTLs

86.28% done, 96,337,731 cis-eQTLs

86.32% done, 96,356,888 cis-eQTLs

86.35% done, 96,370,159 cis-eQTLs

86.38% done, 96,381,536 cis-eQTLs

86.42% done, 96,391,492 cis-eQTLs

86.45% done, 96,416,675 cis-eQTLs

86.48% done, 96,454,804 cis-eQTLs

86.52% done, 96,500,093 cis-eQTLs

86.55% done, 96,543,583 cis-eQTLs

86.58% done, 96,563,966 cis-eQTLs

86.62% done, 96,587,438 cis-eQTLs

86.65% done, 96,630,222 cis-eQTLs

86.68% done, 96,686,045 cis-eQTLs

86.72% done, 96,750,548 cis-eQTLs

86.75% done, 96,819,137 cis-eQTLs

86.78% done, 96,868,960 cis-eQTLs

86.82% done, 96,919,048 cis-eQTLs

86.85% done, 96,970,159 cis-eQTLs

86.89% done, 97,033,581 cis-eQTLs

86.92% done, 97,093,936 cis-eQTLs

86.95% done, 97,184,805 cis-eQTLs

86.99% done, 97,305,980 cis-eQTLs

87.02% done, 97,457,363 cis-eQTLs

87.05% done, 97,549,569 cis-eQTLs

87.09% done, 97,601,524 cis-eQTLs

87.12% done, 97,685,459 cis-eQTLs

87.15% done, 97,787,354 cis-eQTLs

87.19% done, 97,895,743 cis-eQTLs

87.22% done, 97,994,407 cis-eQTLs

87.25% done, 98,130,206 cis-eQTLs

87.29% done, 98,261,772 cis-eQTLs

87.32% done, 98,369,982 cis-eQTLs

87.35% done, 98,483,492 cis-eQTLs

87.39% done, 98,690,301 cis-eQTLs

87.42% done, 98,874,668 cis-eQTLs

87.45% done, 98,940,605 cis-eQTLs

87.49% done, 98,980,307 cis-eQTLs

87.52% done, 99,016,892 cis-eQTLs

87.56% done, 99,044,038 cis-eQTLs

87.59% done, 99,071,600 cis-eQTLs

87.62% done, 99,104,803 cis-eQTLs

87.66% done, 99,132,910 cis-eQTLs

87.69% done, 99,176,439 cis-eQTLs

87.72% done, 99,241,387 cis-eQTLs

87.76% done, 99,335,227 cis-eQTLs

87.79% done, 99,449,709 cis-eQTLs

87.82% done, 99,570,285 cis-eQTLs

87.86% done, 99,638,814 cis-eQTLs

87.89% done, 99,666,828 cis-eQTLs

87.92% done, 99,697,004 cis-eQTLs

87.96% done, 99,824,483 cis-eQTLs

87.99% done, 99,906,371 cis-eQTLs

88.02% done, 99,970,024 cis-eQTLs

88.06% done, 100,013,042 cis-eQTLs

88.09% done, 100,040,634 cis-eQTLs

88.13% done, 100,090,288 cis-eQTLs

88.16% done, 100,185,857 cis-eQTLs

88.19% done, 100,279,563 cis-eQTLs

88.23% done, 100,357,198 cis-eQTLs

88.26% done, 100,489,576 cis-eQTLs

88.29% done, 100,646,531 cis-eQTLs

88.33% done, 100,781,757 cis-eQTLs

88.36% done, 100,928,636 cis-eQTLs

88.39% done, 101,076,937 cis-eQTLs

88.43% done, 101,202,939 cis-eQTLs

88.46% done, 101,305,676 cis-eQTLs

88.49% done, 101,385,260 cis-eQTLs

88.53% done, 101,482,851 cis-eQTLs

88.56% done, 101,602,714 cis-eQTLs

88.59% done, 101,711,014 cis-eQTLs

88.63% done, 101,809,102 cis-eQTLs

88.66% done, 101,853,196 cis-eQTLs

88.69% done, 101,858,809 cis-eQTLs

88.73% done, 101,863,317 cis-eQTLs

88.76% done, 101,883,845 cis-eQTLs

88.80% done, 101,910,336 cis-eQTLs

88.83% done, 101,944,456 cis-eQTLs

88.86% done, 102,005,154 cis-eQTLs

88.90% done, 102,071,035 cis-eQTLs

88.93% done, 102,123,800 cis-eQTLs

88.96% done, 102,162,156 cis-eQTLs

89.00% done, 102,235,743 cis-eQTLs

89.03% done, 102,267,621 cis-eQTLs

89.06% done, 102,293,451 cis-eQTLs

89.10% done, 102,317,856 cis-eQTLs

89.13% done, 102,348,790 cis-eQTLs

89.16% done, 102,377,279 cis-eQTLs

89.20% done, 102,397,588 cis-eQTLs

89.23% done, 102,410,068 cis-eQTLs

89.26% done, 102,427,316 cis-eQTLs

89.30% done, 102,469,357 cis-eQTLs

89.33% done, 102,521,855 cis-eQTLs

89.36% done, 102,623,870 cis-eQTLs

89.40% done, 102,793,336 cis-eQTLs

89.43% done, 102,962,573 cis-eQTLs

89.47% done, 103,067,199 cis-eQTLs

89.50% done, 103,149,888 cis-eQTLs

89.53% done, 103,222,463 cis-eQTLs

89.57% done, 103,293,766 cis-eQTLs

89.60% done, 103,352,563 cis-eQTLs

89.63% done, 103,441,558 cis-eQTLs

89.67% done, 103,605,360 cis-eQTLs

89.70% done, 103,776,409 cis-eQTLs

89.73% done, 103,885,005 cis-eQTLs

89.77% done, 103,910,142 cis-eQTLs

89.80% done, 103,935,447 cis-eQTLs

89.83% done, 103,956,870 cis-eQTLs

89.87% done, 103,986,622 cis-eQTLs

89.90% done, 104,029,991 cis-eQTLs

89.93% done, 104,068,671 cis-eQTLs

89.97% done, 104,098,832 cis-eQTLs

90.00% done, 104,125,437 cis-eQTLs

90.04% done, 104,155,503 cis-eQTLs

90.07% done, 104,178,334 cis-eQTLs

90.10% done, 104,195,891 cis-eQTLs

90.14% done, 104,222,512 cis-eQTLs

90.17% done, 104,257,987 cis-eQTLs

90.20% done, 104,292,067 cis-eQTLs

90.24% done, 104,317,404 cis-eQTLs

90.27% done, 104,358,506 cis-eQTLs

90.30% done, 104,410,044 cis-eQTLs

90.34% done, 104,461,651 cis-eQTLs

90.37% done, 104,498,015 cis-eQTLs

90.40% done, 104,522,618 cis-eQTLs

90.44% done, 104,551,432 cis-eQTLs

90.47% done, 104,586,579 cis-eQTLs

90.50% done, 104,619,113 cis-eQTLs

90.54% done, 104,639,380 cis-eQTLs

90.57% done, 104,660,763 cis-eQTLs

90.60% done, 104,675,827 cis-eQTLs

90.64% done, 104,679,757 cis-eQTLs

90.67% done, 104,681,298 cis-eQTLs

90.71% done, 104,698,139 cis-eQTLs

90.74% done, 104,732,023 cis-eQTLs

90.77% done, 104,764,972 cis-eQTLs

90.81% done, 104,785,992 cis-eQTLs

90.81% done, 104,786,196 cis-eQTLs

90.84% done, 104,809,978 cis-eQTLs

90.84% done, 104,826,499 cis-eQTLs

90.87% done, 104,838,754 cis-eQTLs

90.88% done, 104,869,869 cis-eQTLs

90.91% done, 104,888,450 cis-eQTLs

90.94% done, 104,894,215 cis-eQTLs

90.98% done, 104,894,215 cis-eQTLs

91.01% done, 104,894,215 cis-eQTLs

91.04% done, 104,896,418 cis-eQTLs

91.08% done, 104,905,362 cis-eQTLs

91.11% done, 104,914,338 cis-eQTLs

91.14% done, 104,925,696 cis-eQTLs

91.18% done, 104,956,194 cis-eQTLs

91.21% done, 105,002,647 cis-eQTLs

91.24% done, 105,041,303 cis-eQTLs

91.28% done, 105,063,917 cis-eQTLs

91.31% done, 105,098,872 cis-eQTLs

91.34% done, 105,147,063 cis-eQTLs

91.38% done, 105,184,946 cis-eQTLs

91.41% done, 105,196,767 cis-eQTLs

91.44% done, 105,198,767 cis-eQTLs

91.48% done, 105,213,390 cis-eQTLs

91.51% done, 105,236,864 cis-eQTLs

91.55% done, 105,255,701 cis-eQTLs

91.58% done, 105,277,339 cis-eQTLs

91.61% done, 105,311,737 cis-eQTLs

91.65% done, 105,347,917 cis-eQTLs

91.68% done, 105,381,708 cis-eQTLs

91.71% done, 105,408,843 cis-eQTLs

91.75% done, 105,417,857 cis-eQTLs

91.78% done, 105,430,120 cis-eQTLs

91.81% done, 105,455,902 cis-eQTLs

91.85% done, 105,501,155 cis-eQTLs

91.88% done, 105,533,315 cis-eQTLs

91.91% done, 105,540,404 cis-eQTLs

91.95% done, 105,544,404 cis-eQTLs

91.98% done, 105,547,372 cis-eQTLs

92.01% done, 105,552,254 cis-eQTLs

92.05% done, 105,561,319 cis-eQTLs

92.08% done, 105,576,473 cis-eQTLs

92.12% done, 105,588,208 cis-eQTLs

92.15% done, 105,592,704 cis-eQTLs

92.18% done, 105,599,270 cis-eQTLs

92.22% done, 105,607,270 cis-eQTLs

92.25% done, 105,623,069 cis-eQTLs

92.28% done, 105,648,327 cis-eQTLs

92.32% done, 105,676,014 cis-eQTLs

92.35% done, 105,706,067 cis-eQTLs

92.38% done, 105,736,776 cis-eQTLs

92.42% done, 105,770,774 cis-eQTLs

92.45% done, 105,792,430 cis-eQTLs

92.48% done, 105,804,794 cis-eQTLs

92.52% done, 105,827,377 cis-eQTLs

92.55% done, 105,861,377 cis-eQTLs

92.58% done, 105,932,129 cis-eQTLs

92.62% done, 106,079,738 cis-eQTLs

92.65% done, 106,264,120 cis-eQTLs

92.68% done, 106,422,242 cis-eQTLs

92.72% done, 106,568,963 cis-eQTLs

92.75% done, 106,709,626 cis-eQTLs

92.79% done, 106,836,160 cis-eQTLs

92.82% done, 106,952,165 cis-eQTLs

92.85% done, 107,067,671 cis-eQTLs

92.89% done, 107,189,494 cis-eQTLs

92.92% done, 107,312,531 cis-eQTLs

92.95% done, 107,426,798 cis-eQTLs

92.99% done, 107,536,896 cis-eQTLs

93.02% done, 107,662,692 cis-eQTLs

93.05% done, 107,812,214 cis-eQTLs

93.09% done, 107,962,267 cis-eQTLs

93.12% done, 108,112,169 cis-eQTLs

93.15% done, 108,225,808 cis-eQTLs

93.19% done, 108,336,697 cis-eQTLs

93.22% done, 108,452,672 cis-eQTLs

93.25% done, 108,574,588 cis-eQTLs

93.29% done, 108,708,964 cis-eQTLs

93.32% done, 108,852,855 cis-eQTLs

93.36% done, 109,010,722 cis-eQTLs

93.39% done, 109,147,146 cis-eQTLs

93.42% done, 109,225,952 cis-eQTLs

93.46% done, 109,282,711 cis-eQTLs

93.49% done, 109,328,312 cis-eQTLs

93.52% done, 109,369,990 cis-eQTLs

93.56% done, 109,408,048 cis-eQTLs

93.59% done, 109,455,364 cis-eQTLs

93.62% done, 109,495,491 cis-eQTLs

93.66% done, 109,512,355 cis-eQTLs

93.69% done, 109,531,796 cis-eQTLs

93.72% done, 109,553,691 cis-eQTLs

93.76% done, 109,575,274 cis-eQTLs

93.79% done, 109,592,664 cis-eQTLs

93.82% done, 109,609,417 cis-eQTLs

93.86% done, 109,657,370 cis-eQTLs

93.89% done, 109,711,662 cis-eQTLs

93.92% done, 109,798,653 cis-eQTLs

93.96% done, 109,987,689 cis-eQTLs

93.99% done, 110,198,477 cis-eQTLs

94.03% done, 110,342,666 cis-eQTLs

94.06% done, 110,469,793 cis-eQTLs

94.09% done, 110,616,154 cis-eQTLs

94.13% done, 110,764,628 cis-eQTLs

94.16% done, 110,902,436 cis-eQTLs

94.19% done, 111,034,313 cis-eQTLs

94.23% done, 111,175,635 cis-eQTLs

94.26% done, 111,329,237 cis-eQTLs

94.29% done, 111,513,723 cis-eQTLs

94.33% done, 111,685,292 cis-eQTLs

94.36% done, 111,828,067 cis-eQTLs

94.39% done, 111,944,903 cis-eQTLs

94.43% done, 112,104,323 cis-eQTLs

94.46% done, 112,329,292 cis-eQTLs

94.49% done, 112,561,987 cis-eQTLs

94.53% done, 112,767,929 cis-eQTLs

94.56% done, 112,962,566 cis-eQTLs

94.60% done, 113,143,487 cis-eQTLs

94.63% done, 113,306,467 cis-eQTLs

94.66% done, 113,470,886 cis-eQTLs

94.70% done, 113,656,632 cis-eQTLs

94.73% done, 113,846,786 cis-eQTLs

94.76% done, 114,075,187 cis-eQTLs

94.80% done, 114,292,987 cis-eQTLs

94.83% done, 114,472,935 cis-eQTLs

94.86% done, 114,625,244 cis-eQTLs

94.90% done, 114,789,117 cis-eQTLs

94.90% done, 114,804,628 cis-eQTLs

94.93% done, 114,922,085 cis-eQTLs

94.93% done, 114,968,669 cis-eQTLs

94.97% done, 115,068,712 cis-eQTLs

95.00% done, 115,188,664 cis-eQTLs

95.03% done, 115,317,174 cis-eQTLs

95.07% done, 115,430,084 cis-eQTLs

95.10% done, 115,541,571 cis-eQTLs

95.13% done, 115,619,986 cis-eQTLs

95.17% done, 115,678,883 cis-eQTLs

95.20% done, 115,730,011 cis-eQTLs

95.23% done, 115,760,158 cis-eQTLs

95.27% done, 115,781,748 cis-eQTLs

95.30% done, 115,805,948 cis-eQTLs

95.33% done, 115,835,565 cis-eQTLs

95.37% done, 115,873,028 cis-eQTLs

95.40% done, 115,901,807 cis-eQTLs

95.44% done, 115,915,298 cis-eQTLs

95.47% done, 115,929,762 cis-eQTLs

95.50% done, 115,955,711 cis-eQTLs

95.54% done, 115,985,216 cis-eQTLs

95.57% done, 116,003,271 cis-eQTLs

95.60% done, 116,022,122 cis-eQTLs

95.64% done, 116,047,975 cis-eQTLs

95.67% done, 116,085,414 cis-eQTLs

95.70% done, 116,135,175 cis-eQTLs

95.74% done, 116,177,969 cis-eQTLs

95.77% done, 116,200,953 cis-eQTLs

95.80% done, 116,215,886 cis-eQTLs

95.84% done, 116,245,269 cis-eQTLs

95.87% done, 116,299,106 cis-eQTLs

95.90% done, 116,355,331 cis-eQTLs

95.94% done, 116,407,023 cis-eQTLs

95.97% done, 116,453,534 cis-eQTLs

96.00% done, 116,535,117 cis-eQTLs

96.04% done, 116,642,909 cis-eQTLs

96.07% done, 116,733,561 cis-eQTLs

96.11% done, 116,840,517 cis-eQTLs

96.14% done, 116,935,689 cis-eQTLs

96.17% done, 117,021,135 cis-eQTLs

96.21% done, 117,048,293 cis-eQTLs

96.24% done, 117,076,050 cis-eQTLs

96.27% done, 117,104,073 cis-eQTLs

96.31% done, 117,121,667 cis-eQTLs

96.34% done, 117,176,549 cis-eQTLs

96.37% done, 117,303,755 cis-eQTLs

96.41% done, 117,472,447 cis-eQTLs

96.44% done, 117,563,774 cis-eQTLs

96.47% done, 117,587,428 cis-eQTLs

96.51% done, 117,625,330 cis-eQTLs

96.54% done, 117,682,237 cis-eQTLs

96.57% done, 117,744,057 cis-eQTLs

96.61% done, 117,789,445 cis-eQTLs

96.64% done, 117,818,567 cis-eQTLs

96.68% done, 117,838,763 cis-eQTLs

96.71% done, 117,856,486 cis-eQTLs

96.74% done, 117,871,502 cis-eQTLs

96.78% done, 117,891,821 cis-eQTLs

96.81% done, 117,929,386 cis-eQTLs

96.84% done, 117,978,026 cis-eQTLs

96.88% done, 118,038,632 cis-eQTLs

96.91% done, 118,101,434 cis-eQTLs

96.94% done, 118,136,067 cis-eQTLs

96.98% done, 118,150,399 cis-eQTLs

97.01% done, 118,188,367 cis-eQTLs

97.04% done, 118,285,439 cis-eQTLs

97.08% done, 118,461,277 cis-eQTLs

97.11% done, 118,631,960 cis-eQTLs

97.14% done, 118,699,197 cis-eQTLs

97.18% done, 118,712,668 cis-eQTLs

97.21% done, 118,739,400 cis-eQTLs

97.24% done, 118,763,885 cis-eQTLs

97.28% done, 118,774,670 cis-eQTLs

97.31% done, 118,785,060 cis-eQTLs

97.35% done, 118,802,777 cis-eQTLs

97.38% done, 118,819,292 cis-eQTLs

97.41% done, 118,824,093 cis-eQTLs

97.45% done, 118,827,263 cis-eQTLs

97.48% done, 118,835,449 cis-eQTLs

97.51% done, 118,846,545 cis-eQTLs

97.55% done, 118,855,837 cis-eQTLs

97.58% done, 118,859,134 cis-eQTLs

97.61% done, 118,859,134 cis-eQTLs

97.65% done, 118,859,936 cis-eQTLs

97.68% done, 118,877,835 cis-eQTLs

97.71% done, 118,907,473 cis-eQTLs

97.75% done, 118,929,490 cis-eQTLs

97.78% done, 118,947,527 cis-eQTLs

97.81% done, 118,977,124 cis-eQTLs

97.85% done, 119,021,754 cis-eQTLs

97.88% done, 119,117,245 cis-eQTLs

97.92% done, 119,200,064 cis-eQTLs

97.95% done, 119,254,783 cis-eQTLs

97.98% done, 119,327,953 cis-eQTLs

98.02% done, 119,416,810 cis-eQTLs

98.05% done, 119,469,982 cis-eQTLs

98.08% done, 119,505,609 cis-eQTLs

98.12% done, 119,557,763 cis-eQTLs

98.15% done, 119,608,764 cis-eQTLs

98.18% done, 119,654,766 cis-eQTLs

98.22% done, 119,703,010 cis-eQTLs

98.25% done, 119,742,325 cis-eQTLs

98.28% done, 119,778,661 cis-eQTLs

98.32% done, 119,829,564 cis-eQTLs

98.35% done, 119,917,137 cis-eQTLs

98.38% done, 120,012,423 cis-eQTLs

98.42% done, 120,107,333 cis-eQTLs

98.45% done, 120,205,041 cis-eQTLs

98.48% done, 120,348,539 cis-eQTLs

98.52% done, 120,497,262 cis-eQTLs

98.55% done, 120,620,513 cis-eQTLs

98.59% done, 120,695,853 cis-eQTLs

98.62% done, 120,733,013 cis-eQTLs

98.65% done, 120,800,300 cis-eQTLs

98.69% done, 120,893,666 cis-eQTLs

98.72% done, 120,998,773 cis-eQTLs

98.75% done, 121,104,011 cis-eQTLs

98.79% done, 121,211,098 cis-eQTLs

98.82% done, 121,295,908 cis-eQTLs

98.85% done, 121,375,734 cis-eQTLs

98.89% done, 121,479,263 cis-eQTLs

98.92% done, 121,592,840 cis-eQTLs

98.95% done, 121,666,302 cis-eQTLs

98.99% done, 121,720,542 cis-eQTLs

99.02% done, 121,763,883 cis-eQTLs

99.05% done, 121,814,700 cis-eQTLs

99.09% done, 121,888,413 cis-eQTLs

99.12% done, 122,017,513 cis-eQTLs

99.15% done, 122,141,224 cis-eQTLs

99.19% done, 122,219,558 cis-eQTLs

99.22% done, 122,267,219 cis-eQTLs

99.26% done, 122,289,142 cis-eQTLs

99.29% done, 122,302,478 cis-eQTLs

99.32% done, 122,333,013 cis-eQTLs

99.36% done, 122,399,479 cis-eQTLs

99.39% done, 122,513,868 cis-eQTLs

99.42% done, 122,670,633 cis-eQTLs

99.46% done, 122,828,763 cis-eQTLs

99.49% done, 122,938,269 cis-eQTLs

99.52% done, 123,033,846 cis-eQTLs

99.56% done, 123,144,086 cis-eQTLs

99.59% done, 123,234,037 cis-eQTLs

99.62% done, 123,303,066 cis-eQTLs

99.66% done, 123,366,874 cis-eQTLs

99.69% done, 123,435,267 cis-eQTLs

99.72% done, 123,513,530 cis-eQTLs

99.76% done, 123,573,245 cis-eQTLs

99.79% done, 123,608,265 cis-eQTLs

99.83% done, 123,616,022 cis-eQTLs

99.86% done, 123,618,965 cis-eQTLs

99.89% done, 123,627,817 cis-eQTLs

99.93% done, 123,664,775 cis-eQTLs

99.96% done, 123,765,158 cis-eQTLs

99.99% done, 123,883,856 cis-eQTLs

Task finished in 610.326 seconds



In [11]:
plot(me)
In [12]:
head(cis_hits)
dim(cis_hits)
A data.frame: 6 × 6
snpsgenestatisticpvalueFDRbeta
<chr><chr><dbl><dbl><dbl><dbl>
1rs2927608A_23_P30243_ERAP218.996235.818251e-401.510873e-321.151372
2rs2910686A_23_P30243_ERAP218.996235.818251e-401.510873e-321.151372
3rs2548224A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
4rs2548225A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
5rs2617435A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
6rs1046396A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
  1. 123883856
  2. 6
In [13]:
sig <-cis_hits %>%
filter(FDR < 0.05) %>%
  arrange(FDR)

length(unique(sig$gene))
dim(sig)
head(sig)
1829
  1. 87972
  2. 6
A data.frame: 6 × 6
snpsgenestatisticpvalueFDRbeta
<chr><chr><dbl><dbl><dbl><dbl>
1rs2927608A_23_P30243_ERAP218.996235.818251e-401.510873e-321.151372
2rs2910686A_23_P30243_ERAP218.996235.818251e-401.510873e-321.151372
3rs2548224A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
4rs2548225A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
5rs2617435A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
6rs1046396A_23_P30243_ERAP218.553415.854024e-391.510873e-321.141196
In [14]:
write.table(sig, file = "sig_eqtls_FDR_0.05.tsv", sep = "\t", quote = FALSE, row.names = FALSE)
In [17]:
head(snpspos)
A data.frame: 6 × 3
idChromosomePosition
<chr><int><int>
1rs575272151111008
2rs544419019111012
3rs62635286 113116
4rs200579949113118
5rs531730856113273
6rs546169444114464
In [ ]:
library(qqman)


cis_hits_plot <- merge(
  sig,
  snpspos,
  by.x = "snps",
  by.y = "id",
  all.x = TRUE
)

# Convert chromosome to numeric (keeping X/Y/MT as 23/24/25)
to_chr_num <- function(x){
  x <- sub("^chr", "", x, ignore.case = TRUE)
  x[x %in% c("X","x")]  <- "23"
  x[x %in% c("Y","y")]  <- "24"
  x[x %in% c("M","MT","m","mt")] <- "25"
  suppressWarnings(as.integer(x))
}

# Apply to your eQTL table
cis_hits_plot <- cis_hits_plot %>%
  dplyr::mutate(
    CHR = to_chr_num(Chromosome),
    BP  = Position,
    SNP = snps,
    gene_name = gene,
    P   = pvalue
  )

For example usage please run: vignette('qqman')



Citation appreciated but not required:

Turner, (2018). qqman: an R package for visualizing GWAS results using Q-Q and manhattan plots. Journal of Open Source Software, 3(25), 731, https://doi.org/10.21105/joss.00731.



In [19]:
library(qqman)

manhattan(
  cis_hits_plot,
  chr = "CHR",
  bp  = "BP",
  p   = "P",
  snp = "SNP",
  col = c("skyblue", "slateblue"),
  ylim = c(0, 15),
  main = "cis-eQTL Manhattan Plot (FDR < 0.05)"
)

mtext(
  paste0("Showing ", nrow(cis_hits_top), " significant cis-eQTLs"),
  side = 3,
  line = 0.5,
  cex  = 0.9
)
In [26]:
head(cis_hits_plot)
A data.frame: 6 × 13
snpsgenestatisticpvalueFDRbetaChromosomePositionCHRBPSNPgene_nameP
<chr><chr><dbl><dbl><dbl><dbl><int><int><int><int><chr><chr><dbl>
1rs10000507A_23_P254733_CENPU -4.5267301.301838e-050.022216573-0.752758241856192814185619281rs10000507A_23_P254733_CENPU 1.301838e-05
2rs10000798A_24_P180242_STIM2 -4.3608652.550504e-050.038227382-0.71086564 261747994 26174799rs10000798A_24_P180242_STIM2 2.550504e-05
3rs10000896A_24_P180242_STIM2 -4.3608652.550504e-050.038227382-0.71086564 261749214 26174921rs10000896A_24_P180242_STIM2 2.550504e-05
4rs10001426A_23_P121499_WFS1 -4.3276632.912167e-050.042717474-0.72082364 63087624 6308762rs10001426A_23_P121499_WFS1 2.912167e-05
5rs10002332A_23_P433152_C4orf33 4.7944904.247460e-060.008831981 0.776748441298753014129875301rs10002332A_23_P433152_C4orf334.247460e-06
6rs10002653A_23_P121499_WFS1 -4.4919921.500802e-050.025074639-0.74124904 63103434 6310343rs10002653A_23_P121499_WFS1 1.500802e-05
In [32]:
top_hits_unique <- cis_hits_plot %>%
  group_by(gene) %>%
  slice_min(FDR, with_ties = FALSE) %>%
  ungroup()
In [47]:
top_hits <- top_hits_unique %>% 
  arrange(FDR) %>% 
  head(5)

for (i in 1:nrow(top_hits)) {
  snp <- top_hits$snps[i]
  gene <- top_hits$gene[i]
  beta <- round(top_hits$beta[i], 2)
  
  df <- data.frame(
    Genotype = factor(geno[snp, ], levels = c(0, 1, 2)),
    Expression = as.numeric(expr[gene, ])
  )
  
  
    p <- ggplot(df, aes(x = Genotype, y = Expression, fill = Genotype)) +
  geom_boxplot(alpha = 0.8, color = "black", outlier.shape = NA) +
  geom_jitter(width = 0.2, alpha = 0.7, size = 1.5) +
  scale_fill_manual(values = c("0" = "#b3cde3", "1" = "#6497b1", "2" = "#005b96")) +
    labs(
 title = paste0("Top cis-eQTL:\n", gene, " vs ", snp, " β = ", beta),
     x = "Genotype (0/1/2)",
    y = "Expression level"
  ) +
  theme_minimal(base_size = 13) +
  theme(
    plot.title = element_text(hjust = 0.3, margin = margin(t = 20, b = 10)),  # top/bottom spacing
    panel.grid.minor = element_blank(),
    legend.position = "none",
   
  )

  
  print(p)
}