Mercurial > repos > artbio > gsc_high_dimensions_visualisation
changeset 8:fe6f76030168 draft default tip
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/main/tools/gsc_high_dimension_visualization commit a3dc683410fc240f428c8fbee3c63aa9965fbf38
| author | artbio |
|---|---|
| date | Wed, 29 Nov 2023 17:28:18 +0000 |
| parents | 18a1dc4aec4a |
| children | |
| files | high_dim_visu.R high_dim_visu.xml test-data/2-lev_factor.tsv test-data/cpm_input.tsv test-data/hcpc-2.coord.tab test-data/hcpc-2.labels.pdf test-data/hcpc-3.coord.tab test-data/hcpc-3.labels.pdf test-data/hcpc.1.pdf test-data/hcpc.2.pdf test-data/hcpc.3.pdf test-data/hcpc.4.pdf test-data/hcpc.cell-cluster.1.tsv test-data/hcpc.cell-cluster.2.tsv test-data/hcpc.cell-cluster.3.tsv test-data/hcpc.cell-cluster.4.tsv test-data/hcpc.cluster_description.1.tab test-data/hcpc.cluster_description.4.tab test-data/hcpc.cluster_description.5.tab test-data/hcpc.cluster_description.tab test-data/hcpc.clusters.tab test-data/hcpc.component-impact.1.tsv test-data/hcpc.component-impact.2.tsv test-data/hcpc.component-impact.3.tsv test-data/hcpc.component-impact.4.tsv test-data/hcpc.extval.1.txt test-data/hcpc.factor.extval.txt test-data/hcpc.factor.extval2.txt test-data/hcpc.labels.pdf test-data/hcpc.nolabels.factor.pdf test-data/hcpc.nolabels.pdf test-data/pca.1.pdf test-data/pca.2.pdf test-data/pca.2vs3.pdf test-data/pca.3.pdf test-data/pca.4.pdf test-data/pca.5.pdf test-data/pca.coord.tab test-data/pca.labels.pdf test-data/pca.nolabels.2-lev-factor.pdf test-data/pca.nolabels.factors.pdf test-data/pca.nolabels.numerical-factor.pdf test-data/pca.nolabels.pdf test-data/tsne-2.coord.tab test-data/tsne-2.nolabels.pdf test-data/tsne.1.pdf test-data/tsne.2.pdf test-data/tsne.3.pdf test-data/tsne.4.pdf test-data/tsne.labels.factor.pdf test-data/tsne.labels.pdf test-data/tsne.nolabels.pdf |
| diffstat | 52 files changed, 4364 insertions(+), 12052 deletions(-) [+] |
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--- a/high_dim_visu.R Sun May 21 16:26:23 2023 +0000 +++ b/high_dim_visu.R Wed Nov 29 17:28:18 2023 +0000 @@ -1,11 +1,12 @@ options(show.error.messages = FALSE, - error = function() { - cat(geterrmessage(), file = stderr()) - q("no", 1, FALSE) - } + error = function() { + cat(geterrmessage(), file = stderr()) + q("no", 1, FALSE) + } ) loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8") warnings() + library(optparse) library(FactoMineR) library(factoextra) @@ -17,7 +18,6 @@ library(data.table) library(Polychrome) -# Arguments option_list <- list( make_option( "--data", @@ -26,24 +26,6 @@ help = "Input file that contains expression value to visualise" ), make_option( - "--sep", - default = "\t", - type = "character", - help = "File separator [default : '%default' ]" - ), - make_option( - "--colnames", - default = TRUE, - type = "logical", - help = "Consider first line as header ? [default : '%default' ]" - ), - make_option( - "--out", - default = "res.tab", - type = "character", - help = "Output name [default : '%default' ]" - ), - make_option( "--labels", default = FALSE, type = "logical", @@ -62,12 +44,6 @@ help = "visualisation method ('PCA', 'tSNE', 'HCPC') [default : '%default' ]" ), make_option( - "--table_coordinates", - default = "", - type = "character", - help = "Table with plot coordinates [default : '%default' ]" - ), - make_option( "--Rtsne_seed", default = 42, type = "integer", @@ -115,7 +91,7 @@ type = "logical", help = "Should data be centered before pca is applied? [default : '%default' ]" ), - make_option( + make_option( "--Rtsne_pca_scale", default = FALSE, type = "logical", @@ -133,20 +109,26 @@ type = "numeric", help = " Exaggeration factor used to multiply the P matrix in the first part of the optimization [default : '%default' ]" ), - make_option( + make_option( "--PCA_npc", default = 5, type = "integer", help = "number of dimensions kept in the results [default : '%default' ]" ), - make_option( - "--PCA_x_axis", + make_option( + "--item_size", + default = 1, + type = "numeric", + help = "Size of points/labels in PCA [default : '%default' ]" + ), + make_option( + "--x_axis", default = 1, type = "integer", help = "PC to plot in the x axis [default : '%default' ]" ), - make_option( - "--PCA_y_axis", + make_option( + "--y_axis", default = 2, type = "integer", help = "PC to plot in the y axis [default : '%default' ]" @@ -157,7 +139,7 @@ type = "numeric", help = "nb.clust, number of clusters to consider in the hierarchical clustering. [default : -1 let HCPC to optimize the number]" ), - make_option( + make_option( "--HCPC_npc", default = 5, type = "integer", @@ -199,13 +181,13 @@ type = "integer", help = "The least possible number of clusters suggested [default :'%default']" ), - make_option( + make_option( "--HCPC_max", default = -1, type = "integer", help = "The higher possible number of clusters suggested [default :'%default']" ), - make_option( + make_option( "--HCPC_clusterCA", default = "rows", type = "character", @@ -218,124 +200,164 @@ help = "The maximum number of iterations for the consolidation [default :'%default']" ), make_option( - "--HCPC_clust", - default = "", - type = "character", - help = "Output result of HCPC clustering : two column table (cell identifiers and clusters) [default :'%default']" - ), - make_option( "--HCPC_mutual_info", default = "", type = "character", help = "Output file of external validation of HCPC clustering with factor levels [default :'%default']" ), make_option( - "--HCPC_cluster_description", + "--HCPC_cell_clust", default = "", type = "character", - help = "Output file with variables most contributing to clustering [default :'%default']" + help = "Lists cells in the clusters generated by HCPC clustering. 2-column table (cell identifiers/clusters) [default :'%default']" + ), + make_option( + "--HCPC_contributions", + default = "", + type = "character", + help = "Table of variables (genes) most contributing to HCPC clustering [default :'%default']" ) ) opt <- parse_args(OptionParser(option_list = option_list), args = commandArgs(trailingOnly = TRUE)) -if (opt$sep == "tab") { - opt$sep <- "\t" -} -if (opt$sep == "comma") { - opt$sep <- "," -} if (opt$HCPC_max == -1) { - opt$HCPC_max <- NULL + opt$HCPC_max <- NULL } if (opt$HCPC_kk == -1) { - opt$HCPC_kk <- Inf + opt$HCPC_kk <- Inf } -##Add legend to plot() -legend_col <- function(col, lev) { - -opar <- par - -n <- length(col) - -bx <- par("usr") - -box_cx <- c(bx[2] + (bx[2] - bx[1]) / 1000, -bx[2] + (bx[2] - bx[1]) / 1000 + (bx[2] - bx[1]) / 50) -box_cy <- c(bx[3], bx[3]) -box_sy <- (bx[4] - bx[3]) / n - -xx <- rep(box_cx, each = 2) - -par(xpd = TRUE) -for (i in 1:n) { - yy <- c(box_cy[1] + (box_sy * (i - 1)), - box_cy[1] + (box_sy * (i)), - box_cy[1] + (box_sy * (i)), - box_cy[1] + (box_sy * (i - 1))) - polygon(xx, yy, col = col[i], border = col[i]) -} -par(new = TRUE) -plot(0, 0, type = "n", -ylim = c(min(lev), max(lev)), -yaxt = "n", ylab = "", -xaxt = "n", xlab = "", -frame.plot = FALSE) -axis(side = 4, las = 2, tick = FALSE, line = .25) -par <- opar -} - +#### We treat data once, at the beginning of the script #### data <- read.delim( opt$data, check.names = FALSE, - header = opt$colnames, + header = TRUE, row.names = 1, - sep = opt$sep + sep = "\t" ) +# we transpose immediately, because this is the common data structure +data <- as.data.frame(t(data)) -# Contrasting factor and its colors +# we treat the factor for usage in 3 methods if (opt$factor != "") { - contrasting_factor <- read.delim( - opt$factor, - header = TRUE - ) + contrasting_factor <- read.delim(opt$factor, header = TRUE) rownames(contrasting_factor) <- contrasting_factor[, 1] - contrasting_factor <- contrasting_factor[colnames(data), ] - colnames(contrasting_factor) <- c("id", "factor") - if (is.numeric(contrasting_factor$factor)) { - factor_cols <- rev(brewer.pal(n = 11, name = "RdYlGn"))[contrasting_factor$factor] + # we pick only the relevant values of the contrasting factor + contrasting_factor <- contrasting_factor[rownames(data), ] + sup <- colnames(contrasting_factor)[2] + if (!is.numeric(contrasting_factor[, 2])) { + contrasting_factor[, 2] <- as.factor(contrasting_factor[, 2]) + } +} + +######### make PCA with FactoMineR ################# +if (opt$visu_choice == "PCA") { + if (opt$labels) { + labels <- "ind" } else { - contrasting_factor$factor <- as.factor(contrasting_factor$factor) - if (nlevels(contrasting_factor$factor) == 2) { - colors_labels <- c("#E41A1C", "#377EB8") + labels <- "none" + } + pdf(opt$pdf_out) + if (opt$factor != "") { + data <- cbind(data, contrasting_factor[, 2]) + colnames(data)[length(data)] <- sup + if (is.numeric(contrasting_factor[, 2])) { + res_pca <- PCA(X = data, quanti.sup = sup, graph = FALSE) + pca_plot <- plot(res_pca, habillage = sup, label = labels, + title = "PCA graph of cells", cex = opt$item_size, + axes = c(opt$x_axis, opt$y_axis)) } else { - set.seed(567629) - colors_labels <- createPalette(nlevels(contrasting_factor$factor), c("#5A5156", "#E4E1E3", "#F6222E")) - names(colors_labels) <- NULL + res_pca <- PCA(X = data, quali.sup = sup, graph = FALSE) + pca_plot <- plot(res_pca, habillage = sup, label = labels, + title = "PCA graph of cells", cex = opt$item_size, + axes = c(opt$x_axis, opt$y_axis)) } - factor_colors <- - with(contrasting_factor, - data.frame(factor = levels(contrasting_factor$factor), - color = I(colors_labels) - ) - ) - factor_cols <- factor_colors$color[match(contrasting_factor$factor, - factor_colors$factor)] + } else { + res_pca <- PCA(X = data, graph = FALSE) + pca_plot <- plot(res_pca, label = labels, + title = "PCA graph of cells", cex = opt$item_size, + axes = c(opt$x_axis, opt$y_axis), col.ind = "deepskyblue4") } -} else { - factor_cols <- rep("deepskyblue4", length(rownames(data))) + print(pca_plot) + dev.off() } +########### make HCPC with FactoMineR ########## +if (opt$visu_choice == "HCPC") { + pdf(opt$pdf_out) + # HCPC starts with a PCA + pca <- PCA(X = data, ncp = opt$HCPC_npc, graph = FALSE) + pca_ind_coord <- as.data.frame(pca$ind$coord) # coordinates of observations in PCA + # Hierarchical Clustering On Principal Components Followed By Kmean Clustering + res_hcpc <- HCPC(pca, + nb.clust = opt$HCPC_ncluster, + metric = opt$HCPC_metric, + method = opt$HCPC_method, + graph = FALSE, + consol = opt$HCPC_consol, + iter.max = opt$HCPC_itermax, + min = opt$HCPC_min, + max = opt$HCPC_max, + cluster.CA = opt$HCPC_clusterCA, + kk = opt$HCPC_kk) + # HCPC plots + dims <- head(as.data.frame(res_hcpc$call$t$res$eig), 2) # dims variances in column 2 + plot(res_hcpc, choice = "tree") + plot(res_hcpc, choice = "bar") + if (opt$labels == FALSE) { + plot(res_hcpc, choice = "3D.map", ind.names = FALSE) + plot(res_hcpc, choice = "map", label = "none") + } else { + plot(res_hcpc, choice = "3D.map") + plot(res_hcpc, choice = "map") + } + ## Normalized Mutual Information + if (opt$factor != "") { + sink(opt$HCPC_mutual_info) + cat("Relationship between input factor and its levels and the HCPC clusters") + res <- external_validation(true_labels = as.numeric(contrasting_factor[, 2]), + clusters = as.numeric(res_hcpc$data.clust$clust), + summary_stats = TRUE) + sink() + } + dev.off() + + res_clustering <- data.frame(Cell = rownames(res_hcpc$data.clust), + Cluster = res_hcpc$data.clust$clust) + # Description of cluster by most contributing variables / gene expressions + # first transform list of vectors in a list of dataframes + extract_description <- lapply(res_hcpc$desc.var$quanti, as.data.frame) + # second, transfer rownames (genes) to column in the dataframe, before rbinding + extract_description_w_genes <- Map(cbind, + extract_description, + genes = lapply(extract_description, rownames)) + # Then collapse all dataframes with cluster_id in 1st column using {data.table} rbindlist() + cluster_description <- rbindlist(extract_description_w_genes, idcol = "cluster_id") + cluster_description <- cluster_description[, c(8, 1, 2, 3, 4, 5, 6, 7)] # swap columns + cluster_description <- cluster_description[order(cluster_description[[2]], + cluster_description[[8]]), ] # sort by cluster then by pval + # Finally, output cluster description data frame + write.table(cluster_description, + file = opt$HCPC_contributions, + sep = "\t", + quote = FALSE, + col.names = TRUE, + row.names = FALSE) + + ## Return cluster table to user + write.table(res_clustering, + file = opt$HCPC_cell_clust, + sep = "\t", + quote = FALSE, + col.names = TRUE, + row.names = FALSE) +} ################ t-SNE #################### if (opt$visu_choice == "tSNE") { - # filter and transpose df for tsne and pca - tdf <- t(data) - # make tsne and plot results set.seed(opt$Rtsne_seed) ## Sets seed for reproducibility - - tsne_out <- Rtsne(tdf, + tsne_out <- Rtsne(data, dims = opt$Rtsne_dims, initial_dims = opt$Rtsne_initial_dims, perplexity = opt$Rtsne_perplexity, @@ -346,190 +368,48 @@ pca_scale = opt$Rtsne_pca_scale, normalize = opt$Rtsne_normalize, exaggeration_factor = opt$Rtsne_exaggeration_factor) - embedding <- as.data.frame(tsne_out$Y[, 1:2]) - embedding$Class <- as.factor(rownames(tdf)) + embedding$Class <- as.factor(rownames(data)) gg_legend <- theme(legend.position = "right") + pointcolor <- "#E70000" + pointsize <- opt$item_size * 1.5 + the_theme <- theme( + panel.background = element_rect(fill = "gray100", colour = "#6D9EC1", + size = 2, linetype = "solid"), + panel.grid.major = element_line(size = 0.5, linetype = "solid", + colour = "#6D9EC1"), + panel.grid.minor = element_line(size = 0.25, linetype = "solid", + colour = "darkslategray3") + ) if (opt$factor == "") { - ggplot(embedding, aes(x = V1, y = V2)) + - geom_point(size = 1, color = "deepskyblue4") + - gg_legend + - xlab("t-SNE 1") + - ylab("t-SNE 2") + - ggtitle("t-SNE") + - if (opt$labels) { - geom_text(aes(label = Class), hjust = -0.2, vjust = -0.5, size = 1.5, color = "deepskyblue4") - } - } else { - if (is.numeric(contrasting_factor$factor)) { - embedding$factor <- contrasting_factor$factor - } else { - embedding$factor <- as.factor(contrasting_factor$factor) - } - - ggplot(embedding, aes(x = V1, y = V2, color = factor)) + - geom_point(size = 1) + + p <- ggplot(embedding, aes(x = V1, y = V2)) + + geom_point(size = pointsize * 0.25, color = pointcolor) + gg_legend + xlab("t-SNE 1") + ylab("t-SNE 2") + ggtitle("t-SNE") + + the_theme + if (opt$labels) { - geom_text(aes(label = Class, colour = factor), hjust = -0.2, vjust = -0.5, size = 1.5) + geom_text(aes(label = Class), hjust = -0.2, vjust = -0.5, size = pointsize, color = pointcolor) } + } else { + if (is.numeric(contrasting_factor[, 2])) { + embedding$factor <- contrasting_factor[, 2] + } else { + embedding$factor <- as.factor(contrasting_factor[, 2]) } - ggsave(file = opt$pdf_out, device = "pdf") - - #save coordinates table - if (opt$table_coordinates != "") { - coord_table <- cbind(rownames(tdf), round(as.data.frame(tsne_out$Y), 6)) - colnames(coord_table) <- c("Cells", paste0("DIM", (1:opt$Rtsne_dims))) - } -} - - -######### make PCA with FactoMineR ################# -if (opt$visu_choice == "PCA") { - pca <- PCA(t(data), ncp = opt$PCA_npc, graph = FALSE) - pdf(opt$pdf_out) - if (opt$labels == FALSE) { - plot(pca, axes = c(opt$PCA_x_axis, opt$PCA_y_axis), label = "none", col.ind = factor_cols) - } else { - plot(pca, axes = c(opt$PCA_x_axis, opt$PCA_y_axis), cex = 0.2, col.ind = factor_cols) - } -if (opt$factor != "") { - if (is.factor(contrasting_factor$factor)) { - legend(x = "topright", - legend = as.character(factor_colors$factor), - col = factor_colors$color, pch = 16, bty = "n", xjust = 1, cex = 0.7) - } else { - legend_col(col = rev(brewer.pal(n = 11, name = "RdYlGn")), lev = cut(contrasting_factor$factor, 11, label = FALSE)) + p <- ggplot(embedding, aes(x = V1, y = V2, color = factor)) + + geom_point(size = pointsize * 0.25) + + gg_legend + + xlab("t-SNE 1") + + ylab("t-SNE 2") + + ggtitle("t-SNE") + + the_theme + + if (opt$labels) { + geom_text(aes(label = Class, colour = factor), hjust = -0.2, vjust = -0.5, size = pointsize) + } } -} -dev.off() - - #save coordinates table - if (opt$table_coordinates != "") { - coord_table <- cbind(rownames(pca$ind$coord), round(as.data.frame(pca$ind$coord), 6)) - colnames(coord_table) <- c("Cells", paste0("DIM", (1:opt$PCA_npc))) - } - -} - -########### make HCPC with FactoMineR ########## -if (opt$visu_choice == "HCPC") { - -# HCPC starts with a PCA -pca <- PCA( - t(data), - ncp = opt$HCPC_npc, - graph = FALSE, -) - -pca_ind_coord <- as.data.frame(pca$ind$coord) # coordinates of observations in PCA - -# Hierarchical Clustering On Principal Components Followed By Kmean Clustering -res_hcpc <- HCPC(pca, - nb.clust = opt$HCPC_ncluster, metric = opt$HCPC_metric, method = opt$HCPC_method, - graph = FALSE, consol = opt$HCPC_consol, iter.max = opt$HCPC_itermax, min = opt$HCPC_min, max = opt$HCPC_max, - cluster.CA = opt$HCPC_clusterCA, kk = opt$HCPC_kk) -# HCPC plots -dims <- head(as.data.frame(res_hcpc$call$t$res$eig), 2) # dims variances in column 2 -pdf(opt$pdf_out) -plot(res_hcpc, choice = "tree") -plot(res_hcpc, choice = "bar") -plot(res_hcpc, choice = "3D.map") -if (opt$labels == FALSE) { -plot(res_hcpc, choice = "map", label = "none") -} else { -plot(res_hcpc, choice = "map") + pdf(opt$pdf_out) + print(p) + dev.off() } - -# user contrasts on the pca -if (opt$factor != "") { - plot(pca, label = "none", col.ind = factor_cols) - if (is.factor(contrasting_factor$factor)) { - legend(x = "topright", - legend = as.character(factor_colors$factor), - col = factor_colors$color, pch = 16, bty = "n", xjust = 1, cex = 0.7) - - ## Normalized Mutual Information - sink(opt$HCPC_mutual_info) - res <- external_validation( - true_labels = as.numeric(contrasting_factor$factor), - clusters = as.numeric(res_hcpc$data.clust$clust), - summary_stats = TRUE - ) - sink() - - } else { - legend_col(col = rev(brewer.pal(n = 11, name = "RdYlGn")), lev = cut(contrasting_factor$factor, 11, label = FALSE)) - } -} - -dev.off() - -if (opt$table_coordinates != "") { - coord_table <- cbind(Cell = rownames(res_hcpc$call$X), - round(as.data.frame(res_hcpc$call$X[, -length(res_hcpc$call$X)]), 6), - as.data.frame(res_hcpc$call$X[, length(res_hcpc$call$X)]) - ) - colnames(coord_table) <- c("Cells", paste0("DIM", (1:opt$HCPC_npc)), "Cluster") - } - -if (opt$HCPC_clust != "") { -res_clustering <- data.frame(Cell = rownames(res_hcpc$data.clust), - Cluster = res_hcpc$data.clust$clust) - - } - -# Description of cluster by most contributing variables / gene expressions - -# first transform list of vectors in a list of dataframes -extract_description <- lapply(res_hcpc$desc.var$quanti, as.data.frame) -# second, transfer rownames (genes) to column in the dataframe, before rbinding -extract_description_w_genes <- Map(cbind, - extract_description, - genes = lapply(extract_description, rownames) - ) -# Then use data.table to collapse all generated dataframe, with the cluster id in first column -# using the {data.table} rbindlist function -cluster_description <- rbindlist(extract_description_w_genes, idcol = "cluster_id") -cluster_description <- cluster_description[, c(8, 1, 2, 3, 4, 5, 6, 7)] # reorganize columns - - -# Finally, output cluster description data frame -write.table( - cluster_description, - file = opt$HCPC_cluster_description, - sep = "\t", - quote = FALSE, - col.names = TRUE, - row.names = FALSE - ) - -} - -## Return coordinates file to user - -if (opt$table_coordinates != "") { - write.table( - coord_table, - file = opt$table_coordinates, - sep = "\t", - quote = FALSE, - col.names = TRUE, - row.names = FALSE - ) -} - - -if (opt$HCPC_clust != "") { - write.table( - res_clustering, - file = opt$HCPC_clust, - sep = "\t", - quote = FALSE, - col.names = TRUE, - row.names = FALSE - ) -}
--- a/high_dim_visu.xml Sun May 21 16:26:23 2023 +0000 +++ b/high_dim_visu.xml Wed Nov 29 17:28:18 2023 +0000 @@ -1,13 +1,13 @@ -<tool id="high_dimensions_visualisation" name="Generate PCA, tSNE and HCPC" version="0.9.6"> +<tool id="high_dimensions_visualisation" name="Generate PCA, tSNE and HCPC" version="4.3+galaxy0" profile="20.01"> <description>from highly dimensional expression data</description> <requirements> - <requirement type="package" version="1.6.2=r35h6115d3f_0">r-optparse</requirement> - <requirement type="package" version="1.42=r35h6115d3f_0">r-factominer</requirement> - <requirement type="package" version="1.0.5">r-factoextra</requirement> - <requirement type="package" version="0.15=r351he1b5a44_0">r-rtsne</requirement> - <requirement type="package" version="0.4.7=r351h6115d3f_0">r-ggfortify</requirement> - <requirement type="package" version="1.1.9=r351h0357c0b_0">r-clusterr</requirement> - <requirement type="package" version="1.2.5=r35h6115d3f_0">r-polychrome</requirement> + <requirement type="package" version="1.7.3=r43hc72bb7e_2">r-optparse</requirement> + <requirement type="package" version="2.9=r43h57805ef_0">r-factominer</requirement> + <requirement type="package" version="1.0.7=r43hc72bb7e_3">r-factoextra</requirement> + <requirement type="package" version="0.16=r43h7ce84a7_2">r-rtsne</requirement> + <requirement type="package" version="0.4.16=r43hc72bb7e_1">r-ggfortify</requirement> + <requirement type="package" version="1.3.1=r43h08d816e_1">r-clusterr</requirement> + <requirement type="package" version="1.5.1=r43hc72bb7e_2">r-polychrome</requirement> </requirements> <stdio> <exit_code range="1:" level="fatal" description="Tool exception" /> @@ -15,8 +15,6 @@ <command detect_errors="exit_code"><![CDATA[ Rscript $__tool_directory__/high_dim_visu.R --data '$input' - --sep '$input_sep' - --colnames '$input_header' #if $factor_condition.factor_choice == 'Yes' --factor '$factor_condition.factor' #end if @@ -25,10 +23,8 @@ #else --labels 'FALSE' #end if - #if $coord == "yes": - --table_coordinates '$table_coordinates' - #end if --visu_choice '$visualisation.visu_choice' + #if $visualisation.visu_choice == "tSNE": --Rtsne_seed '$visualisation.Rtsne_seed' --Rtsne_perplexity '$visualisation.Rtsne_perplexity' @@ -54,35 +50,23 @@ --HCPC_max '$visualisation.HCPC_max' --HCPC_clusterCA '$visualisation.HCPC_clusterCA' --HCPC_kk '$visualisation.HCPC_kk' - --HCPC_cluster_description '$HCPC_cluster_description' - #if $visualisation.res_clustering == "yes": - --HCPC_clust '$HCPC_clust' - #end if + --HCPC_contributions '$HCPC_contributions' + --HCPC_cell_clust '$HCPC_cell_clust' + #if $factor_condition.factor_choice == "Yes": + --HCPC_mutual_info '$HCPC_mutual_info' + #end if #end if - + #if $visualisation.visu_choice == "PCA": --PCA_npc '$visualisation.PCA_npc' - --PCA_x_axis '$visualisation.PCA_x_axis' - --PCA_y_axis '$visualisation.PCA_y_axis' + --x_axis '$visualisation.x_axis' + --y_axis '$visualisation.y_axis' + --item_size '$visualisation.item_size' #end if - - #if $visualisation.visu_choice == "HCPC" and $factor_condition.factor_choice == "Yes": - --HCPC_mutual_info '$HCPC_mutual_info' - #end if - --pdf_out '$pdf_out' - ]]></command> <inputs> <param name="input" type="data" format="txt,tabular" label="expression data"/> - <param name="input_sep" type="select" label="Input column separator"> - <option value="tab" selected="true">Tabs</option> - <option value=",">Comma</option> - </param> - <param name="input_header" type="select" label="Consider first line of input file as header?"> - <option value="TRUE" selected="true">Yes</option> - <option value="FALSE">No</option> - </param> <param name="labels" type="select" label="Add sample labels to scatter plot" > <option value="no" selected="true">No Labels</option> <option value="yes" >Label points</option> @@ -94,7 +78,8 @@ </param> <when value="Yes"> <param name="factor" type="data" format="tabular" label="Factor to constrast data" - help="A two-column data frame, first column contains data labels, second column contains the levels of a factor to contrast visualisation" /> + help="A two-column data frame, with column headers, first column contains data labels, + second column contains the levels of a factor to contrast visualisation" /> </when> <when value="No"> </when> @@ -106,258 +91,123 @@ <option value="tSNE">t-SNE</option> </param> <when value="tSNE"> - <param name="Rtsne_seed" value="42" type="integer" label="Seed value for reproducibility of t-SNE" help="Set to 42 as default" /> - <param name="Rtsne_dims" value="2" type="integer" label="dims (t-SNE)" help="Output dimensionality (should not be greater than 3)" /> - <param name="Rtsne_pca" type="select" label="pca (t-SNE)" help="Whether an initial PCA step should be performed" > - <option value="TRUE" selected="true">Yes</option> - <option value="FALSE">False</option> - </param> - <param name="Rtsne_initial_dims" value="50" type="integer" label="initial dims (t-SNE)" help="The number of dimensions that should be retained in the initial PCA step" /> - <param name="Rtsne_pca_center" type="select" label="Centering data" help="Should data be centered before pca is applied? " > - <option value="TRUE" selected="true">Yes</option> - <option value="FALSE">False</option> - </param> - <param name="Rtsne_pca_scale" type="select" label="Scalling data" help="Should data be scaled before pca is applied? " > - <option value="TRUE">Yes</option> - <option value="FALSE" selected="true">False</option> - </param> - <param name="Rtsne_normalize" type="select" label="Normalisation of data" - help="Should variables (gene expressions) be normalized internally prior to distance calculations? " > - <option value="TRUE" selected="true">Yes</option> - <option value="FALSE">False</option> - </param> - <param name="Rtsne_perplexity" value="10.0" type="float" label="perplexity (t-SNE)" help="should be less than ((nbr observations)-1)/3" /> + <param name="Rtsne_seed" value="42" type="integer" label="Seed value for reproducibility of t-SNE" help="Set to 42 as default"/> + <param name="Rtsne_dims" value="2" type="integer" label="dims (t-SNE)" help="Output dimensionality (should not be greater than 3)"/> + <param name="Rtsne_pca" type="select" label="pca (t-SNE)" help="Whether an initial PCA step should be performed" > + <option value="TRUE" selected="true">Yes</option> + <option value="FALSE">False</option> + </param> + <param name="Rtsne_initial_dims" value="50" type="integer" label="initial dims (t-SNE)" + help="The number of dimensions that should be retained in the initial PCA step"/> + <param name="Rtsne_pca_center" type="select" label="Centering data" help="Should data be centered before pca is applied?"> + <option value="TRUE" selected="true">Yes</option> + <option value="FALSE">False</option> + </param> + <param name="Rtsne_pca_scale" type="select" label="Scalling data" help="Should data be scaled before pca is applied?"> + <option value="TRUE">Yes</option> + <option value="FALSE" selected="true">False</option> + </param> + <param name="Rtsne_normalize" type="select" label="Normalisation of data" + help="Should variables (gene expressions) be normalized internally prior to distance calculations?"> + <option value="TRUE" selected="true">Yes</option> + <option value="FALSE">False</option> + </param> + <param name="Rtsne_perplexity" value="10.0" type="float" label="perplexity (t-SNE)" help="should be less than ((nbr observations)-1)/3"/> <param name="Rtsne_theta" value="1.0" type="float" label="theta (t-SNE)"/> - <param name="Rtsne_exaggeration_factor" value="12.0" type="float" label="Exageration factor" help="Exaggeration factor used to multiply the P matrix in the first part of the optimization" /> + <param name="Rtsne_exaggeration_factor" value="12.0" type="float" label="Exageration factor" + help="Exaggeration factor used to multiply the P matrix in the first part of the optimization"/> <param name="Rtsne_max_iter" value="1000" type="integer" label="Number of iterations (default: 1000)" - help="The number of iterations that Rtsne executes to improve low dim representation (gradient descent optimization)" /> + help="The number of iterations that Rtsne executes to improve low dim representation (gradient descent optimization)"/> </when> <when value="HCPC"> <param name="HCPC_npc" value="5" type="integer" label="Number of principal components to keep" - help="The number of dimensions which are kept for HCPC analysis (default=5)" /> + help="The number of dimensions which are kept for HCPC analysis (default=5)"/> <param name="HCPC_ncluster" value="-1" type="integer" label="Number of clusters in Hierar. Clustering" help="nb.clust - an integer. If 0, the tree is cut at the level the user clicks on (not working in Galaxy). If -1, the tree is - automatically cut at the suggested level (see details). If a (positive) integer, the tree is cut with nb.cluters clusters." /> - <param name="HCPC_metric" type="select" label="Dissimilarity metric" help="Metric to be used for calculating dissimilarities between observations, can be 'euclidean' or 'manhattan' " > - <option value="euclidean" selected="true">euclidean</option> - <option value="manhattan">manhattan</option> - </param> - <param name="HCPC_method" type="select" label="Clustering method" help="character string defining the clustering method. - The four methods implemented are 'average' ([unweighted pair-]group [arithMetic] average method, aka ‘UPGMA’), - 'single' (single linkage), 'complete' (complete linkage), and 'ward' (Ward's method). - The default with this Galaxy tool is is 'ward'." > - <option value="ward" selected="true">ward</option> - <option value="average">average</option> - <option value="single">single</option> - <option value="complete">complete</option> - </param> - <param name="HCPC_consol" type="select" label="k-means consolidation" help="a boolean. If TRUE, a k-means consolidation is performed - (consolidation cannot be performed if kk is used and equals a number)." > - <option value="TRUE" selected="true">Yes</option> - <option value="FALSE">False</option> - </param> - <param name="HCPC_itermax" value="10" type="integer" label="Maximum number of iterations for consolidation" - help="An integer. The maximum number of iterations for the consolidation. (default=10)" /> + automatically cut at the suggested level (see details). If a (positive) integer, the tree is cut with nb.cluters clusters."/> + <param name="HCPC_metric" type="select" label="Dissimilarity metric" + help="Metric to be used for calculating dissimilarities between observations, can be 'euclidean' or 'manhattan'"> + <option value="euclidean" selected="true">euclidean</option> + <option value="manhattan">manhattan</option> + </param> + <param name="HCPC_method" type="select" label="Clustering method" + help="character string defining the clustering method. The four methods implemented are 'average' + ([unweighted pair-]group [arithMetic] average method, aka ‘UPGMA’), 'single' (single linkage), 'complete' + (complete linkage), and 'ward' (Ward's method). The default with this Galaxy tool is is 'ward'."> + <option value="ward" selected="true">ward</option> + <option value="average">average</option> + <option value="single">single</option> + <option value="complete">complete</option> + </param> + <param name="HCPC_consol" type="select" label="k-means consolidation" + help="A boolean. If TRUE, a k-means consolidation is performed (consolidation cannot be performed + if kk is used and equals a number)."> + <option value="TRUE" selected="true">Yes</option> + <option value="FALSE">False</option> + </param> + <param name="HCPC_itermax" value="10" type="integer" label="Maximum number of iterations for consolidation" + help="An integer. The maximum number of iterations for the consolidation. (default=10)"/> <param name="HCPC_min" value="3" type="integer" label="min number of clusters" - help="an integer. The least possible number of clusters suggested. (default=3)" /> + help="an integer. The least possible number of clusters suggested. (default=3)"/> <param name="HCPC_max" value="-1" type="text" label="max number of clusters" - help="The higher possible number of clusters suggested, by default the minimum between 10 and the number of individuals divided by 2. (default=-1)" /> - <param name="HCPC_clusterCA" type="select" label="cluster.CA, Clustering against rows or columns" - help="A string equals to 'rows' or 'columns' for the clustering of Correspondence Analysis results.default(rows)"> - <option value="rows" selected="true">Rows</option> - <option value="cols">Columns</option> - </param> - <param name="HCPC_kk" value="Inf" type="text" label="kk, Number of clusters used in a Kmeans preprocessing " + help="The higher possible number of clusters suggested, by default the minimum between 10 + and the number of individuals divided by 2. (default = NULL)"/> + <param name="HCPC_clusterCA" type="select" label="cluster.CA, Clustering against rows or columns" + help="A string equals to 'rows' or 'columns' for the clustering of Correspondence Analysis results.default(rows)"> + <option value="rows" selected="true">Rows</option> + <option value="cols">Columns</option> + </param> + <param name="HCPC_kk" value="Inf" type="text" label="kk, Number of clusters used in a Kmeans preprocessing" help="An integer corresponding to the number of clusters used in a Kmeans preprocessing before the hierarchical clustering; the top of the hierarchical tree is then constructed from this partition. This is very useful if the number of individuals is high. Note that consolidation cannot be performed if kk is different from Inf and some graphics are not drawn. Inf is used by default and no preprocessing - is done, all the graphical outputs are then given." /> - <param label="Return HCPC clustering table" name="res_clustering" type="select"> - <option value="no" selected="True">No</option> - <option value="yes">Yes</option> - </param> + is done, all the graphical outputs are then given."/> </when> <when value="PCA"> - <param name="PCA_npc" value="5" type="integer" label="Number of principal components to keep" help="The number of dimensions which are kept for PCA analysis (default=5)" /> - <param name="PCA_x_axis" value="1" type="integer" label="First principal component to plot" help="X axis for PCA plot (default=1)" /> - <param name="PCA_y_axis" value="2" type="integer" label="Second principal component to plot" help="Y axis for PCA plot (default=2)" /> + <param name="PCA_npc" value="5" type="integer" label="Number of principal components to keep" + help="The number of dimensions which are kept for PCA analysis (default=5)"/> + <param name="item_size" value="1" type="float" label="Adjust size of points/labels in PCA graph" help="size of points/labels (default=1)"/> + <param name="x_axis" value="1" type="integer" label="Principal component to plot to x axis" help="PC to plot as x (default=1)"/> + <param name="y_axis" value="2" type="integer" label="Principal component to plot to y axis" help="PCA plot as y (default=2)"/> </when> </conditional> - <param label="Return scatter plot table coordinates" name="coord" type="select"> - <option value="no" selected="True">No</option> - <option value="yes">Yes</option> - </param> - </inputs> <outputs> - <data name="pdf_out" format="pdf" label="${visualisation.visu_choice} of ${on_string}" /> - <data name="table_coordinates" format="tabular" label="Scatter plot coordinates from ${visualisation.visu_choice} of ${on_string}" > - <filter>coord == 'yes'</filter> + <data name="pdf_out" format="pdf" label="${visualisation.visu_choice} of ${on_string}"/> + <data name="HCPC_cell_clust" format="tabular" label="Clustering table from ${visualisation.visu_choice} of ${on_string}"> + <filter>visualisation['visu_choice'] == 'HCPC'</filter> </data> - <data name="HCPC_mutual_info" format="txt" label="External validation of clustering from ${visualisation.visu_choice} of ${on_string}" > + <data name="HCPC_contributions" format="tabular" label="Cluster information from ${visualisation.visu_choice}"> + <filter>visualisation['visu_choice'] == 'HCPC'</filter> + </data> + <data name="HCPC_mutual_info" format="txt" label="External validation of clustering from ${visualisation.visu_choice} of ${on_string}"> <filter>visualisation['visu_choice'] == 'HCPC' and factor_condition['factor_choice'] == 'Yes'</filter> </data> - <data name="HCPC_clust" format="tabular" label="Clustering table from ${visualisation.visu_choice} of ${on_string}" > - <filter>visualisation['visu_choice'] == 'HCPC' and visualisation['res_clustering'] == 'yes'</filter> - </data> - <data name="HCPC_cluster_description" format="tabular" label="Cluster information from ${visualisation.visu_choice}" > - <filter>visualisation['visu_choice'] == 'HCPC' </filter> - </data> </outputs> <tests> - <!-- test first (for developpers) --> - <!-- test PCA --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="yes" /> - <param name="visu_choice" value="PCA" /> - <param name="factor_choice" value="No" /> - <output name="pdf_out" file="pca.labels.pdf" ftype="pdf"/> - </test> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="PCA" /> - <param name="factor_choice" value="No" /> - <output name="pdf_out" file="pca.nolabels.pdf" ftype="pdf"/> - </test> - <!-- test PCA PC2 vs PC3 --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="PCA" /> - <param name="factor_choice" value="No" /> - <param name="PCA_x_axis" value="2" /> - <param name="PCA_y_axis" value="3" /> - <output name="pdf_out" file="pca.2vs3.pdf" ftype="pdf"/> - </test> - - <!-- test Coordinates tables on PCA --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="PCA" /> - <param name="coord" value="yes" /> - <param name="factor_choice" value="No" /> - <output name="pdf_out" file="pca.nolabels.pdf" ftype="pdf"/> - <output name="table_coordinates" file="pca.coord.tab" ftype="tabular"/> - </test> - <!-- test factor contrasting on PCA --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="PCA" /> - <param name="factor_choice" value="Yes" /> - <param name="factor" value="factor.tsv" ftype="txt"/> - <output name="pdf_out" file="pca.nolabels.factors.pdf" ftype="pdf"/> - </test> - <!-- test two-level factor contrasting on PCA --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="PCA" /> - <param name="factor_choice" value="Yes" /> - <param name="factor" value="2-lev_factor.tsv" ftype="txt"/> - <output name="pdf_out" file="pca.nolabels.2-lev-factor.pdf" compare="sim_size" ftype="pdf"/> - </test> - <!-- test numerical factor contrasting on PCA --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="PCA" /> - <param name="factor_choice" value="Yes" /> - <param name="factor" value="numeric_factor.tsv" ftype="txt"/> - <output name="pdf_out" file="pca.nolabels.numerical-factor.pdf" compare="sim_size" ftype="pdf"/> - </test> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="PCA" /> - <param name="factor_choice" value="Yes" /> - <param name="factor" value="shuffled_factor.tsv" ftype="txt"/> - <output name="pdf_out" file="pca.nolabels.factors.pdf" compare="sim_size" ftype="pdf"/> - </test> - <!-- test HCPC --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="yes" /> - <param name="visu_choice" value="HCPC" /> - <param name="HCPC_npc" value="5"/> - <param name="HCPC_ncluster" value="-1"/> - <output name="pdf_out" file="hcpc.labels.pdf" compare="sim_size" ftype="pdf"/> - <output name="HCPC_cluster_description" file="hcpc.cluster_description.1.tab" ftype="tabular"/> - </test> - <!-- test factor contrasting on HCPC --> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="visu_choice" value="HCPC" /> - <param name="HCPC_npc" value="5"/> - <param name="HCPC_ncluster" value="-1"/> - <param name="res_clustering" value="yes"/> - <param name="factor_choice" value="Yes" /> - <param name="factor" value="factor.tsv" ftype="txt"/> - <output name="pdf_out" file="hcpc.nolabels.factor.pdf" compare="sim_size" ftype="pdf"/> - <output name="HCPC_mutual_info" file="hcpc.factor.extval.txt" ftype="txt"/> - <output name="HCPC_clust" file="hcpc.clusters.tab" ftype="tabular"/> - <output name="HCPC_cluster_description" file="hcpc.cluster_description.1.tab" ftype="tabular"/> - </test> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="no" /> - <param name="HCPC_npc" value="5"/> - <param name="HCPC_ncluster" value="-1"/> - <param name="visu_choice" value="HCPC" /> - <output name="pdf_out" file="hcpc.nolabels.pdf" compare="sim_size" ftype="pdf"/> - <output name="HCPC_cluster_description" file="hcpc.cluster_description.1.tab" ftype="tabular"/> - </test> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="yes" /> - <param name="visu_choice" value="HCPC" /> - <param name="coord" value="yes" /> - <param name="HCPC_method" value="average"/> - <param name="HCPC_metric" value="manhattan"/> - <param name="HCPC_npc" value="4" /> - <output name="pdf_out" file="hcpc-2.labels.pdf" ftype="pdf"/> - <output name="table_coordinates" file="hcpc-2.coord.tab" ftype="tabular"/> - <output name="HCPC_cluster_description" file="hcpc.cluster_description.4.tab" ftype="tabular"/> - </test> - <test> - <param name="input" value="cpm_input.tsv" ftype="txt"/> - <param name="labels" value="yes" /> - <param name="visu_choice" value="HCPC" /> - <param name="coord" value="yes" /> - <param name="HCPC_method" value="single"/> - <param name="HCPC_metric" value="euclidean"/> - <param name="HCPC_npc" value="4" /> - <param name="HCPC_clusterCA" value="cols" /> - <output name="pdf_out" file="hcpc-3.labels.pdf" compare="sim_size" ftype="pdf"/> - <output name="table_coordinates" file="hcpc-3.coord.tab" ftype="tabular"/> - <output name="HCPC_cluster_description" file="hcpc.cluster_description.5.tab" ftype="tabular"/> - </test> - <!-- test t-SNE --> - <test> + <!-- test tSNE --> + <test expect_num_outputs="1"> <param name="input" value="cpm_input.tsv" ftype="txt"/> <param name="labels" value="yes" /> <param name="visu_choice" value="tSNE" /> <param name="Rtsne_seed" value="49"/> <param name="Rtsne_perplexity" value="10"/> <param name="Rtsne_theta" value="1" /> - <output name="pdf_out" file="tsne.labels.pdf" ftype="pdf" compare="sim_size" delta="500"/> + <output name="pdf_out" file="tsne.1.pdf" ftype="pdf" compare="sim_size" delta="500"/> </test> - <test> + <test expect_num_outputs="1"> <param name="input" value="cpm_input.tsv" ftype="txt"/> <param name="labels" value="no" /> <param name="visu_choice" value="tSNE" /> + <param name="factor_choice" value="Yes" /> + <param name="factor" value="numeric_factor.tsv" ftype="txt"/> <param name="Rtsne_seed" value="49"/> <param name="Rtsne_perplexity" value="10"/> <param name="Rtsne_theta" value="1" /> - <output name="pdf_out" file="tsne.nolabels.pdf" ftype="pdf" compare="sim_size" delta="500"/> + <output name="pdf_out" file="tsne.2.pdf" ftype="pdf" compare="sim_size" delta="500"/> </test> - <!-- test factor contrasting on t-SNE --> - <test> + <test expect_num_outputs="1"> <param name="input" value="cpm_input.tsv" ftype="txt"/> <param name="labels" value="yes" /> <param name="visu_choice" value="tSNE" /> @@ -366,28 +216,124 @@ <param name="Rtsne_seed" value="49"/> <param name="Rtsne_perplexity" value="10"/> <param name="Rtsne_theta" value="1" /> - <output name="pdf_out" file="tsne.labels.factor.pdf" ftype="pdf" compare="sim_size" delta="500"/> + <output name="pdf_out" file="tsne.3.pdf" ftype="pdf" compare="sim_size" delta="500"/> </test> - <test> + <test expect_num_outputs="1"> <param name="input" value="cpm_input.tsv" ftype="txt"/> <param name="labels" value="no" /> <param name="visu_choice" value="tSNE" /> <param name="Rtsne_seed" value="49" /> - <param name="coord" value="yes" /> <param name="Rtsne_dims" value="3" /> <param name="Rtsne_perplexity" value="10"/> <param name="Rtsne_theta" value="1" /> <param name="Rtsne_normalize" value="FALSE" /> - <output name="pdf_out" file="tsne-2.nolabels.pdf" ftype="pdf" compare="sim_size" delta="1000"/> - <output name="table_coordinates" file="tsne-2.coord.tab" ftype="tabular" compare="sim_size" delta="1000"/> + <output name="pdf_out" file="tsne.4.pdf" ftype="pdf" compare="sim_size" delta="1000"/> + </test> + <!-- test PCA --> + <test expect_num_outputs="1"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="yes" /> + <param name="visu_choice" value="PCA" /> + <param name="factor_choice" value="No" /> + <param name="item_size" value="0.5" /> + <output name="pdf_out" file="pca.1.pdf" ftype="pdf"/> + </test> + <!-- test PCA PC2 vs PC3 --> + <test expect_num_outputs="1"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="no" /> + <param name="visu_choice" value="PCA" /> + <param name="factor_choice" value="No" /> + <param name="x_axis" value="2" /> + <param name="y_axis" value="3" /> + <output name="pdf_out" file="pca.2.pdf" ftype="pdf"/> + </test> + <!-- test factor contrasting on PCA --> + <test expect_num_outputs="1"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="no" /> + <param name="visu_choice" value="PCA" /> + <param name="factor_choice" value="Yes" /> + <param name="factor" value="factor.tsv" ftype="txt"/> + <output name="pdf_out" file="pca.3.pdf" ftype="pdf"/> + </test> + <!-- test numerical factor contrasting on PCA --> + <test expect_num_outputs="1"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="no" /> + <param name="visu_choice" value="PCA" /> + <param name="factor_choice" value="Yes" /> + <param name="factor" value="numeric_factor.tsv" ftype="txt"/> + <output name="pdf_out" file="pca.4.pdf" compare="sim_size" ftype="pdf"/> + </test> + <test expect_num_outputs="1"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="no" /> + <param name="visu_choice" value="PCA" /> + <param name="factor_choice" value="Yes" /> + <param name="factor" value="shuffled_factor.tsv" ftype="txt"/> + <output name="pdf_out" file="pca.5.pdf" compare="sim_size" ftype="pdf"/> + </test> + <!-- HCPC tests --> + <test expect_num_outputs="3"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="yes" /> + <param name="visu_choice" value="HCPC" /> + <param name="HCPC_npc" value="5"/> + <param name="HCPC_ncluster" value="-1"/> + <output name="pdf_out" file="hcpc.1.pdf" compare="sim_size" ftype="pdf"/> + <output name="HCPC_cell_clust" file="hcpc.cell-cluster.1.tsv" ftype="tabular"/> + <output name="HCPC_contributions" file="hcpc.component-impact.1.tsv" ftype="tabular"/> + </test> + <test expect_num_outputs="4"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="no" /> + <param name="visu_choice" value="HCPC" /> + <param name="HCPC_npc" value="5"/> + <param name="HCPC_ncluster" value="-1"/> + <param name="factor_choice" value="Yes" /> + <param name="factor" value="factor.tsv" ftype="txt"/> + <output name="pdf_out" file="hcpc.2.pdf" compare="sim_size" ftype="pdf"/> + <output name="HCPC_mutual_info" file="hcpc.factor.extval.txt" ftype="txt"/> + <output name="HCPC_cell_clust" file="hcpc.cell-cluster.2.tsv" ftype="tabular"/> + <output name="HCPC_contributions" file="hcpc.component-impact.2.tsv" ftype="tabular"/> + </test> + <test expect_num_outputs="4"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="yes" /> + <param name="visu_choice" value="HCPC" /> + <param name="factor_choice" value="Yes" /> + <param name="factor" value="factor.tsv" ftype="txt"/> + <param name="HCPC_method" value="average"/> + <param name="HCPC_metric" value="manhattan"/> + <param name="HCPC_npc" value="4" /> + <output name="pdf_out" file="hcpc.3.pdf" ftype="pdf"/> + <output name="HCPC_mutual_info" file="hcpc.extval.1.txt" ftype="txt"/> + <output name="HCPC_cell_clust" file="hcpc.cell-cluster.3.tsv" ftype="tabular"/> + <output name="HCPC_contributions" file="hcpc.component-impact.3.tsv" ftype="tabular"/> + </test> + <test expect_num_outputs="3"> + <param name="input" value="cpm_input.tsv" ftype="txt"/> + <param name="labels" value="no" /> + <param name="visu_choice" value="HCPC" /> + <param name="HCPC_method" value="single"/> + <param name="HCPC_metric" value="euclidean"/> + <param name="HCPC_npc" value="4" /> + <param name="HCPC_clusterCA" value="cols" /> + <output name="pdf_out" file="hcpc.4.pdf" compare="sim_size" ftype="pdf"/> + <output name="HCPC_cell_clust" file="hcpc.cell-cluster.4.tsv" ftype="tabular"/> + <output name="HCPC_contributions" file="hcpc.component-impact.4.tsv" ftype="tabular"/> </test> </tests> <help> **What it does** -Takes as an input a matrix of n observations (columns, generally n RNAseq library) of k variables -(rows, generally k genes). +**Inputs** +Takes as an input a tabulation separated value file (tsv) of n observations (columns, +generally n RNAseq library) of k variables (rows, generally k genes). + +The table must contain a header, ie the first line describes the content of each column. k variables define a space of k dimensions. Any observation of k expression values for k genes (the purpose of one RNAseq experiment) can be assigned @@ -398,21 +344,21 @@ This is of great help, not only to summarise the data, but also to find similarities, common trends between the data (under the hypothesis that similar data are closer in the k-dimension space). +**Outputs** + This tool returns the visualisation of a dimensional reduction using either: * Principal Components Analysis (PCA) * Hierarchical Clustering of Principal Components (HCPC) * t-distributed Stochastic Neighbor Embedding (t-SNE) -The tool returns in addition the table of the coordinates of the observations (eg RNAseq libraries) -in the low dim space, which can be used for post-treatment or to further adjust the provided visualisation. - -If HCPC is used, this tool can also return the clustering table. It contains two columns of n observations : +If HCPC is used, this tool can also return a 2-column cluster correspondence table: * Observation labels * Cluster labels -** Contrast data with a factor ** +**Contrast data with a factor** + The tool offers the possibility to colour data points according to the levels of a factor. To use the option "Factor to contrast data", provide a tabulated-separated, two-column table with first column containing the cell/data library identifiers (same identifiers as those @@ -421,11 +367,10 @@ This table does not need to be sorted in the same order as in the data table. It may also contain more identifiers than those provided in the data table. -If HCPC visualisation and constrasting data are chosen, an additional text file is given. It contains -several metrics of external validation of clustering. It will compare the capacity of HCPC clustering -to recreate classes contained in the factor data file. If the constrasting factor is quantitative, -the file will be empty. - +If HCPC visualisation and constrasting factor is provided, a text file containing metrics +of external validation of the clustering is returned. +These metrics measure the capacity of HCPC clustering to find classes overlapping the levels +of the provided factor. </help> <citations>
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--- a/test-data/cpm_input.tsv Sun May 21 16:26:23 2023 +0000 +++ b/test-data/cpm_input.tsv Wed Nov 29 17:28:18 2023 +0000 @@ -1,502 +1,201 @@ -genes 1001000173.G8 1001000173.B4 1001000173.A2 1001000173.E2 1001000173.F6 1001000173.B12 1001000173.H1 1001000173.E4 1001000173.C2 1001000173.F4 1001000173.E10 1001000173.E6 1001000173.C4 1001000173.B10 1001000173.A7 1001000173.B8 1001000173.F9 1001000173.G6 1001000173.A9 1001000173.D2 1001000173.F2 1001000173.H9 1001000173.G1 1001000173.B3 1001000173.D7 1001000173.A12 1001000173.C1 1001000173.H7 1001000173.H5 1001000173.G2 1001000173.A3 1001000173.D3 1001000173.E1 1001000173.G12 1001000173.C10 1001000173.C3 1001000173.A5 1001000173.G4 1001000173.B11 1001000173.G9 1001000173.F1 1001000173.D8 1001000173.E12 1001000173.F11 1001000173.E5 1001000173.G10 1001000173.B9 1001000173.C7 1001000173.B2 1001000173.H4 1001000174.G5 1001000174.H9 1001000174.A10 1001000174.G10 1001000174.C8 1001000174.F6 1001000174.B4 1001000174.H7 1001000174.E10 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--- a/test-data/hcpc-3.coord.tab Sun May 21 16:26:23 2023 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1034 +0,0 @@ -Cells DIM1 DIM2 DIM3 DIM4 Cluster -1001000015.B2 -11.565266 -1.313806 -0.015334 -0.24807 1 -1001000037.D3 -11.170531 -0.449542 -0.551026 -0.709584 1 -1001000031.F2 -10.903487 0.356152 -1.179633 0.684247 1 -1001000037.A4 -10.802243 -0.173306 -1.103935 -2.295928 1 -1001000250.B4 -10.758381 -2.527395 -0.162643 -2.677165 1 -1001000174.C6 -10.547502 -0.548848 -1.006879 -1.266095 1 -1001000012.G9 -10.521202 1.403397 -0.617439 -0.233496 1 -1001000017.F7 -10.260264 -1.023438 0.731991 -0.063168 1 -1001000259.G12 -10.248031 0.259958 0.616282 -2.525359 1 -1001000037.F4 -10.148089 -1.449649 0.704473 0.452107 1 -1001000037.A5 -10.134285 -0.751302 -0.388442 0.023224 1 -1001000182.C10 -10.130345 -2.705985 0.355368 -1.370908 1 -1001000245.B4 -9.980891 -0.46421 -1.178932 -1.206444 1 -1001000012.E6 -9.974771 1.862224 0.602339 -0.793618 1 -1001000012.C1 -9.940238 -0.404855 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--- a/test-data/hcpc.cluster_description.1.tab Sun May 21 16:26:23 2023 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1180 +0,0 @@ -genes cluster_id v.test Mean in category Overall mean sd in category Overall sd p.value -TUSC3 1 11.8890897711964 2.02149769035256 0.820349274023337 3.81496317321131 2.61166315266037 1.34868362907211e-32 -USMG5 1 8.61018275981449 5.36922025791415 4.36307228245837 3.30870030072204 3.02077642160404 7.29441907532539e-18 -TM4SF1 1 6.8501233340706 2.60299136171499 1.64679530949995 4.48210676849274 3.60842472917828 7.37863458923549e-12 -WASF3 1 3.81082062029984 2.72810637690025 2.23304493116436 3.8140236890506 3.35822425701289 0.000138506246351441 -RPS29 1 3.69248178150784 4.44076026507806 4.10483867741957 2.71626848553352 2.35173643708298 0.000222076254209972 -ATP6V0C 1 2.85728617185022 4.1147659118381 3.86757641424506 2.68387039140677 2.23637881955919 0.00427280416431219 -RPS6 1 2.28645686432482 8.05369460415472 7.77324497980439 3.51400575835216 3.1707422903076 0.0222275449023515 -ADD3 1 -2.03898945313383 2.67200952180054 2.97075160954821 3.99658342916655 3.78748156266524 0.04145108017794 -ZNF620 1 -2.09339320365175 0.269607305499926 0.403867056232137 1.45402896093331 1.65792210375095 0.0363140686205794 -AGMO 1 -2.16542265853872 0.550187878554447 0.736036212379138 2.0807096254801 2.21863106726791 0.030355332385656 -ZNF815 1 -2.33839574702057 0.133962973147947 0.246326932456439 1.01648773391031 1.24216164846543 0.0193667281609244 -SNORD116-26 1 -2.40369126298929 0.326022774081065 0.462953397156306 1.3861980093835 1.4726210173554 0.0162304741865377 -ELP4 1 -2.40849812960999 0.974148047514188 1.23114458089402 2.6360911416134 2.75835428689567 0.0160183083673185 -APBB2 1 -2.41667816437009 1.24105212802172 1.52250967335125 2.87073537301846 3.01067012234566 0.0156628589394647 -RYK 1 -2.47171547161999 0.824118979184263 1.06171807888193 2.36953231938935 2.48493715467498 0.0134466490391557 -PRADC1 1 -2.48046576244539 1.14207696618551 1.42011297473606 2.86710513825962 2.89758979425945 0.0131210864071634 -ABHD10 1 -2.5790613250417 0.75353092955207 1.00257720348008 2.32308715173801 2.49624653224482 0.00990691975234645 -TTC14 1 -2.58582678155596 1.39510160792198 1.71612883234859 3.17313325553508 3.20930896865728 0.00971457375210226 -MTBP 1 -2.60912344768115 0.385579544987324 0.579164139504745 1.73636076126248 1.9179852388187 0.00907744888585606 -MYH10 1 -2.61011059239789 1.75799766282434 2.10139225838514 3.41282879858192 3.40097658353322 0.00905129559470747 -C15orf40 1 -2.62147658919973 1.01437618484177 1.28799010778606 2.68426853335147 2.69812026727689 0.00875497751214468 -CMTM6 1 -2.63702536521193 2.26464501565307 2.64201520918745 3.88129677814107 3.69932410486321 0.00836365773852664 -MBTPS2 1 -2.64835122516919 0.874222046215456 1.14554924298665 2.56566099582828 2.64841989757772 0.00808854422244584 -CHEK1 1 -2.7265321223624 0.828111216691287 1.09603981908161 2.40734450237589 2.54025640477418 0.00640037224572248 -ATP1A3 1 -2.73870881202368 0.162426144112341 0.289113068628839 0.90568885226386 1.19579030792616 0.00616809771090977 -CDYL 1 -2.74950588213968 0.948755812856688 1.21874162823553 2.48898715444354 2.53837270703711 0.00596851916139442 -C11orf95 1 -2.75271584151799 0.201272678652178 0.36670211607124 1.26561795452585 1.55353308134087 0.00591031717167873 -LRRC37B 1 -2.75645408913395 0.430147445567389 0.639731413421163 1.78964084524244 1.96551512360064 0.00584318149839236 -ARID3B 1 -2.77139122842724 0.13567672674334 0.281948740024639 1.03648156492496 1.36437105082851 0.00558173175028376 -STX2 1 -2.83088173246747 1.11241017928898 1.41308526331391 2.70073561840279 2.74564769283462 0.00464198818823589 -CCDC163P 1 -2.8340985159593 0.307788589687561 0.509243236341225 1.53259005866322 1.83751732036673 0.00459551624555987 -RPS18 1 -2.902994689542 8.38921855977543 8.64191423816786 2.877729925673 2.25019765786645 0.00369612904490891 -MASP2 1 -2.92108579293095 0.257935169716606 0.412019090856802 1.16071727032867 1.36358465227773 0.00348813758190286 -SPG11 1 -2.96757376764542 1.6731212828341 2.04238640526762 3.25437143467824 3.21666520682275 0.00300160246901385 -KCNC4 1 -3.12046634557205 0.0410437009288487 0.164064559520356 0.563838938809914 1.01912708938708 0.00180564929402491 -TEAD2 1 -3.15247223053577 0.251912984600313 0.423615860647351 1.19333271678008 1.40797646387669 0.00161894219494459 -LRFN1 1 -3.16466646135369 0.061336699400226 0.191118271995341 0.575880501223955 1.06011793720616 0.00155260821115874 -MMS22L 1 -3.1907511006789 0.675406871624816 0.997601457649576 2.33080276617111 2.6103239362368 0.00141903471070453 -SGK223 1 -3.21261995996212 0.240701420408819 0.437179495534188 1.28082809780442 1.58097075534843 0.0013153020715321 -ZNF772 1 -3.22123341193102 0.240495802575651 0.434955270683052 1.2294001721805 1.56054391082076 0.00127640148463538 -LPAR6 1 -3.28150750742381 0.317394897252685 0.559767633053026 1.57973867660451 1.90932323604038 0.00103253775760717 -NAIF1 1 -3.30639354249097 0.0968824123044998 0.261360429304809 0.89567213660756 1.2859450536684 0.000945052538018326 -CUEDC1 1 -3.32854787551463 0.355237585896492 0.588476544530035 1.56183512350189 1.81140424349499 0.00087299999045148 -RSAD2 1 -3.33508689568094 0.16951518774909 0.3868337017252 1.10713362224153 1.68445210809055 0.000852727481904465 -IK 1 -3.39417275771268 3.32119209471634 3.83728051825396 4.12347086858661 3.9306037944107 0.000688362535711771 -SMAD5 1 -3.42697016284732 2.4959205748787 2.93258924523917 3.51671407644777 3.29390299818345 0.000610356131126268 -RCHY1 1 -3.43083102601818 1.01695286786146 1.41771757685026 2.83655342318108 3.01966828068613 0.000601735297897463 -LRRCC1 1 -3.549390342322 1.38126744542132 1.81632641109665 3.10638419391875 3.16857108526568 0.000386124247039099 -F8 1 -3.55777842376883 0.212099091861531 0.45450955360202 1.39738830728161 1.76133334387751 0.000374004587923767 -CKB 1 -3.5601082412872 6.33427935920653 6.93357071400818 4.79361155446776 4.35154927181016 0.000370701962652403 -SAMD8 1 -3.62542000939661 1.37050573330536 1.79868729105419 2.90589481394677 3.05308380446235 0.000288492186917539 -GGNBP2 1 -3.63766678525672 2.03247332878288 2.54163127541327 3.56856756140666 3.61825113273262 0.000275119035441828 -IFIH1 1 -3.64725007643411 0.275401417585718 0.544017857768751 1.48915506188024 1.90386496621516 0.000265061921504912 -FMR1 1 -3.64995987238244 0.747591631882538 1.09504869907744 2.25833284457678 2.46083307155157 0.000262281279327814 -TRAPPC9 1 -3.65663242062541 0.426007679883918 0.719748948006064 1.81609248112427 2.07659954710795 0.000255550423538647 -LOC152217 1 -3.66253126101625 2.55357793153811 3.09183367447957 4.03214166745066 3.79906240068932 0.000249735264959192 -STK38L 1 -3.66980441534571 1.14035007900025 1.54916496873415 2.69996051590279 2.87973736405291 0.000242736119119985 -ZBTB44 1 -3.68758166180725 0.710888137253395 1.04281214425939 2.11529898886667 2.3268378145973 0.000226395449582672 -ZNF544 1 -3.68996385251347 0.634066046158891 0.978607334849696 2.02767612034868 2.41372760330092 0.000224285919507661 -ZNF600 1 -3.7444201921106 0.14954574154565 0.368118728296182 1.01635306926516 1.50897138186057 0.000180810837403667 -RBFA 1 -3.75447528288356 0.647986163902062 1.0004027114715 2.15154335301459 2.42647676927307 0.000173704984343317 -DNAJC4 1 -3.76564815370536 1.14621394246856 1.56062738391994 2.80474712607871 2.84487500336036 0.000166117585758958 -APITD1 1 -3.78135161505978 0.320003789405312 0.578279254861118 1.43203009491948 1.76565230248613 0.000155979183457685 -MDGA1 1 -3.78922087155361 0.140332874899857 0.359470309447907 1.07805243872589 1.49498125507126 0.000151120507671796 -TP53INP1 1 -3.79508963393392 0.502952868359941 0.800315053536902 1.76741562942814 2.0255025620396 0.000147590125350024 -SPIN3 1 -3.80037170791678 0.256033999572142 0.539784681986102 1.40875968734626 1.93010054512115 0.000144479203097883 -SNRNP25 1 -3.80821809979272 2.53461700741627 3.09501672309233 3.96786903567492 3.80404099421495 0.000139971794395011 -INVS 1 -3.83919880375761 0.358951895183159 0.667892942896287 1.63713148116897 2.0801952887827 0.000123436453638962 -TREX1 1 -3.85201990603103 1.30701720933791 1.7919003470775 3.13798876983367 3.25400078707718 0.000117147497265048 -CTBP2 1 -3.86366833391741 1.08596455604143 1.50851257447525 2.69225832792373 2.82712704961956 0.000111696857382205 -MED6 1 -3.87721496983137 0.997050008101057 1.43500408825595 2.69174905818578 2.91996597540948 0.000105658996594346 -BOLA3-AS1 1 -3.91250500154937 0.271631211928406 0.564432464698574 1.46248324651227 1.93458189842836 9.13436457558658e-05 -LOC81691 1 -3.95729155407712 0.206030660033734 0.469882025608552 1.22160640142909 1.72357582133597 7.58043864416873e-05 -LYAR 1 -3.9658153943948 0.632263873690364 0.997857564916652 2.10949332887154 2.38306173701129 7.31454600605095e-05 -GPD1 1 -3.98389174964081 0.0125675696515874 0.197812246309903 0.204130698397245 1.20200784560883 6.77957643062243e-05 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1.26028656303082 1.57026524736469 2.86661975124951 1.50820745688214e-17 -PPP1R14B 1 -8.57948303257936 3.39667855331768 4.60180905092978 3.88920476367563 3.63113213033274 9.53004761272372e-18 -C1GALT1 1 -8.60551247580705 0.831502836486672 1.91747070534442 2.51305749827966 3.26219060167843 7.59765354377974e-18 -CD320 1 -8.61595041038183 1.85512672818641 3.14963769559695 3.60161437448263 3.88393218693422 6.93637769185355e-18 -TAOK2 1 -8.62995951809852 0.197400900596638 0.902619221609706 1.17457540303972 2.1124377647499 6.13736917633995e-18 -BET1L 1 -8.65334802857467 0.663605687526605 1.66348416284919 2.16311493868277 2.98697882172327 5.00102223800454e-18 -ACER3 1 -8.6771174320081 0.496161989824478 1.48582273051979 1.99980316523198 2.94835627847545 4.05925911746126e-18 -VPS39 1 -8.68631948259952 0.690205014965012 1.7747383793847 2.2465911141225 3.22757403844108 3.74371093975925e-18 -QDPR 1 -8.69312817952452 1.27383092340537 2.53311053778265 3.11525209790385 3.74468408229745 3.52594193993209e-18 -CELF1 1 -8.70388186150888 1.40097428704844 2.57326386962552 2.97388848063042 3.4816973186445 3.207209034632e-18 -FOXK1 1 -8.72749616843394 0.76240765711688 1.65579028429839 2.00072263266882 2.64616506223323 2.60372675714037e-18 -TWSG1 1 -8.73541389767264 1.0303323647048 2.12064370208655 2.52029589214287 3.22653318120379 2.42765567341275e-18 -NUP188 1 -8.76539359709372 1.00251602689846 2.15872674729144 2.59805791994 3.40984521002832 1.86125246120329e-18 -LOC100499183 1 -8.79168778826426 0.206967469404641 1.13072821628388 1.35098430637043 2.71616620910001 1.47329714113046e-18 -TRIM2 1 -8.7918810106491 0.840363978012532 1.91471051768566 2.39914182982927 3.15886948600908 1.47076493610098e-18 -TMEM209 1 -8.80491607247318 1.77235475804954 2.9539720741831 3.08104290962311 3.46913117010202 1.30950532248983e-18 -MRFAP1 1 -8.81222485725483 4.10392793795772 5.484830942261 4.40344633835623 4.05085501173341 1.2268622510654e-18 -PCDHGB7 1 -8.84465392471537 0.120327003249613 0.914411981790048 0.914537416811703 2.32089360183772 9.18124117757445e-19 -SALL2 1 -8.85341839270192 0.837631224809431 1.91731352527918 2.46645048461278 3.15249269180066 8.48787505183687e-19 -NFKBIL1 1 -8.86157330023395 0.222630885073544 1.09353944733672 1.29994051601038 2.54056798568167 7.8893049842846e-19 -TOLLIP 1 -8.86463204859507 1.24559208338439 2.43647993249996 2.97095568612845 3.47279578244997 7.67571313692084e-19 -IPO7 1 -8.89385790148907 0.75119266257941 1.71665186911127 2.08124216865612 2.80616263099241 5.90231627171781e-19 -VAC14 1 -8.9131564747061 0.446676679460828 1.48529212079169 1.87537763430201 3.01225919843155 4.95999074920241e-19 -PLEKHA5 1 -8.91350008334303 0.764908736336956 1.8448891466254 2.29239690162804 3.13210779266176 4.94463694394662e-19 -ARFGAP2 1 -8.95916058231173 0.886516748263864 2.06375334626351 2.48580863703131 3.39676521310253 3.27159395595177e-19 -FAM120A 1 -8.96023977157176 0.903852492905093 1.98712910113643 2.36871052707244 3.12527925353255 3.2397315854627e-19 -NBPF10 1 -8.99628144899012 1.53480232404234 2.44929538253142 2.41463247124766 2.62776470094296 2.33492205107441e-19 -PHLDA3 1 -9.0125857200835 0.423790171529309 1.43044821160384 1.785341700398 2.88736477018608 2.01254325439337e-19 -ZNF226 1 -9.01959844166064 0.579549427277866 1.59530462963001 2.05983321929043 2.91119265891447 1.88780000844693e-19 -C16orf53 1 -9.02826957521818 1.01365019663799 2.11778726613736 2.52365635864193 3.16145909955292 1.74407750035832e-19 -LRWD1 1 -9.08569344585254 0.58513094087148 1.6823783589701 2.15906557823112 3.12187552627144 1.03039729259753e-19 -GPR37L1 1 -9.08619730295525 1.97892966154371 3.3800754717875 3.16530624459813 3.98630261399991 1.02563531984537e-19 -VPS26B 1 -9.14239291516235 1.07812962176892 2.3070056852492 2.82210093389261 3.4746998684946 6.1085442975882e-20 -CCDC106 1 -9.16774221151852 0.223425612034753 0.926589742260221 1.18375754262997 1.98272923670122 4.83029496198285e-20 -C21orf62 1 -9.17362434424983 1.21737413572237 2.52565523543267 3.0517572499778 3.68662709269664 4.5737679879861e-20 -DMAP1 1 -9.19417979159607 1.0203426752923 2.25085069424206 2.78373522870416 3.45971680565753 3.77866255415986e-20 -PSME2 1 -9.28081495937288 2.4591237514214 3.88241490620633 3.82646998334832 3.96439328275535 1.68187162034821e-20 -GTF3C5 1 -9.30174371872275 0.664487619925753 1.84207418476104 2.30605744299052 3.27263497531954 1.38160955382148e-20 -ATXN2L 1 -9.3410043478781 1.64543979425248 2.88295314891711 3.07840727194383 3.42472272147529 9.54245841966414e-21 -EGFR 1 -9.34283021755064 6.22003821252729 7.71710142584918 4.59808751235825 4.14219726022139 9.37927828162916e-21 -LPAR1 1 -9.35298796880943 0.481133149160073 1.57594858814207 1.87865467178306 3.02593526311617 8.52059356029654e-21 -GPT2 1 -9.3857433901712 1.16513804762956 2.52375008647339 2.87322584868448 3.74193188215017 6.24741592953586e-21 -ARPP19 1 -9.38871969814451 3.28447940647835 4.67949039350554 3.97503886942777 3.84096500035399 6.07339887281635e-21 -PARP1 1 -9.42138945569205 2.43822249434587 3.94194472482467 4.00737160354171 4.12592907809389 4.45157665042258e-21 -MEN1 1 -9.51538252235562 0.303460902911678 1.37723127482654 1.58582231875393 2.91711976415645 1.81045577058313e-21 -PREPL 1 -9.60693394875313 1.0382867896476 2.3034822391873 2.67782425604255 3.40441042297872 7.47414326146408e-22 -FAM108A1 1 -9.61445379927585 0.304960604127183 1.11754248677865 1.27497044591767 2.18479962823475 6.94771037803728e-22 -DCLK2 1 -9.83173589158313 1.91975403030441 3.28595991346018 3.42548669325502 3.59215478912568 8.21896728201488e-23 -TMEM175 1 -9.83520302094011 0.665905087639984 1.8527681831903 2.17903891265214 3.11951006996609 7.94072843095435e-23 -GRIA1 1 -9.89031226279604 0.102974799365859 1.08015076279439 0.832313960977665 2.55406453752588 4.58595183826065e-23 -PER1 1 -9.95409603073928 1.37715879803851 2.66113998977203 2.91044221796926 3.33446321583541 2.42012241484983e-23 -WIPI2 1 -9.97943289727248 1.38085253161937 2.77645962622528 2.97974618768704 3.61515066179373 1.87535539838588e-23 -UPF1 1 -10.0029639412452 0.850749430251583 2.15645854201062 2.46343978369778 3.37432435495039 1.47902733092178e-23 -HS6ST1 1 -10.0902449336887 0.478725774115399 1.546055223177 1.81144012959777 2.73442413618999 6.10170767312191e-24 -LIMS1 1 -10.1354368993947 0.472796960904102 1.59089516958538 1.7485573195348 2.85171797127177 3.84650192314296e-24 -PAMR1 1 -10.2073031378223 0.0906208077985145 1.20390398704153 0.778529594400223 2.81944566585081 1.83905323671315e-24 -CEBPD 1 -10.2902020932638 4.95985043524275 6.50292214243738 4.37558858432429 3.87642422790301 7.80124652888634e-25 -DDB1 1 -10.3053082113069 1.61192479090543 3.10169340959255 3.2428527252694 3.73703298897897 6.66775978883269e-25 -BACE1 1 -10.3865749473291 0.824865406285642 2.13349024294865 2.41628954828724 3.25695602182539 2.85419091307098e-25 -DHRS3 1 -10.4911479021028 0.496027248198995 1.80583830467969 1.90176842285251 3.22741443763857 9.48687379195472e-26 -BRAT1 1 -10.5171962939925 1.21419055793322 2.66455837422494 2.62964720805981 3.564899324041 7.19837689446943e-26 -CTSL1 1 -10.5489685738046 1.28953487291689 2.82943934831688 3.11677613085061 3.77357405821673 5.13577714161545e-26 -TSSC4 1 -10.6833029021237 0.672411154204279 2.06759646953405 2.23927113678252 3.3759456756443 1.21857356285312e-26 -AGFG2 1 -10.7305145967511 0.273042536702497 1.42873176596891 1.31951536675863 2.78413064823246 7.31874640195215e-27 -HUWE1 1 -10.7805505549496 2.38825271291586 4.06633579393597 3.83317378815541 4.02384842840634 4.25332366582136e-27 -RHOJ 1 -10.8297337918792 0.801312186478026 2.29043149098165 2.51640873760489 3.55451873379549 2.48877802505048e-27 -ACTR3 1 -10.9402618854899 1.27539277785333 2.84954255017154 2.94430273516977 3.71952453473207 7.39858829486682e-28 -TINF2 1 -10.9496554668171 0.57576488153386 2.03066097305148 2.20013304832278 3.43479338611989 6.67008337854819e-28 -TIMP3 1 -11.0669943124225 0.973311381006644 2.54960837695085 2.60240374335622 3.68194635077355 1.8138254135874e-28 -MARCH6 1 -11.0778329723004 1.75982278978184 3.39678213303143 3.29293113006724 3.81990159715167 1.60715324518031e-28 -SSBP4 1 -11.2420940879152 0.853775582974458 2.15967749375609 2.31232795338265 3.00284168923191 2.53301386466406e-29 -ERCC1 1 -11.2954536606877 1.4716969325743 3.0542591743301 3.11157026425692 3.62181461173672 1.38188637878485e-29 -ZSCAN18 1 -11.336338728958 1.31176600540873 3.0032950375548 3.11952649182072 3.85723178628524 8.66961765687369e-30 -VAMP5 1 -11.4234879848992 0.78106194780088 2.21171903827709 2.3035582907672 3.23747122748596 3.1916226546453e-30 -PIN1 1 -11.4374690997724 1.27416484782489 2.75938268364815 2.84698518084368 3.35682976364651 2.71695977114117e-30 -LRRC14 1 -11.4459541592539 0.625912455209884 2.20895745783206 2.28757028544094 3.57528242373749 2.46378614423798e-30 -ELOVL1 1 -11.4529899802674 1.13493265969297 2.76922172084662 2.84674017145408 3.68874885823794 2.27172019504836e-30 -MAPKAP1 1 -11.5886027769261 0.961645746864297 2.51907232084906 2.5021875165554 3.47412626778463 4.7074897224695e-31 -SORL1 1 -11.6001726993649 0.840715493603998 2.44317703867792 2.45806825828762 3.57101978591624 4.11247511069191e-31 -NFASC 1 -11.6272291143573 0.864387976677744 2.45688869796808 2.5441608682496 3.54056443388042 2.99667572928502e-31 -SFXN5 1 -11.6565525494223 0.848949685923082 2.33959230772275 2.3537846127491 3.30576900923319 2.12472086039493e-31 -FSCN1 1 -11.6842657628047 0.740451415510335 1.84101305654341 1.99576837896179 2.43490510524178 1.53399415498255e-31 -PLEKHB1 1 -11.7852940997832 1.65054532706741 3.58038823821959 3.43979752756086 4.23302301012143 4.64794903842976e-32 -SIRPA 1 -11.8982080343098 0.620895230387304 2.06653624791957 2.09022421173899 3.14085580775681 1.20915701156242e-32 -CYB5R3 1 -11.9646264057611 1.2300800508943 2.90006731603596 2.78891302340147 3.60813777083011 5.44420709682291e-33 -PRDX6 1 -11.9905456974864 3.48319789216996 5.46842916883764 4.35239104049891 4.2799752262213 3.98272700578131e-33 -PEPD 1 -12.0291980566362 1.01292524955827 2.82729889367572 2.85124342216791 3.89905308600781 2.49573094398632e-33 -TPD52L2 1 -12.0396323299467 0.997665978072782 2.71007239656037 2.59844669048702 3.6767382866093 2.19933670283282e-33 -WDR13 1 -12.0454101498491 0.767571341566546 2.43066365809118 2.32895993290023 3.56914226945789 2.05053946438853e-33 -NDST1 1 -12.0900876006294 0.661639198858876 2.36527968943384 2.13462015653145 3.64265131093934 1.19159603464907e-33 -TMEM205 1 -12.0917206997763 2.90413054914337 4.75029115106727 4.03202799944089 3.94684859347231 1.16814227537122e-33 -PIGT 1 -12.1019239340596 1.20318874439872 3.08979969492895 3.04542756428518 4.02992558818164 1.03164608223441e-33 -ACADVL 1 -12.1265280205133 2.84606157673166 4.82241635398307 4.1100631325001 4.21305887568626 7.64213539946124e-34 -CANX 1 -12.2217400991143 4.46831332409256 6.34971014052453 4.3611519048154 3.97938955618671 2.37936516585051e-34 -SFT2D1 1 -12.2354508126048 1.61830854837559 3.3591870628629 3.20041480721712 3.67804962815772 2.00985838164098e-34 -ASPH 1 -12.2535388142787 1.43704486939283 3.21715306636289 3.15662885832052 3.75538065046214 1.60821949552999e-34 -YIPF3 1 -12.3592513343683 1.66107996670899 3.58861723743724 3.3753435745986 4.03162115401474 4.34181511520643e-35 -BRP44L 1 -12.3892120640947 2.23392082416318 4.03176024246203 3.56610718309022 3.75125257481356 2.98966367298054e-35 -SALL1 1 -12.446112256811 0.962918435827533 2.61517805582657 2.54191835223776 3.43173441801784 1.46824662053814e-35 -CTNNA1 1 -12.453121323752 2.54243464624976 4.55178708900864 3.8873752519674 4.17106535778326 1.34481003157099e-35 -AZIN1 1 -12.4996495468409 2.10960336910797 4.06629645335009 3.61622287037999 4.0466343917006 7.49810970484093e-36 -PCNP 1 -12.5359968073482 2.47037339519622 4.27701632892615 3.48884800153489 3.7254826820677 4.74359201503684e-36 -CAPRIN1 1 -12.657914237607 1.94456711199236 3.95538654814092 3.56379064942522 4.10657747394337 1.01151188214635e-36 -SLC20A2 1 -12.7079712709569 0.694879159205415 2.48796733869936 2.26887298575948 3.64749342964535 5.34019162898784e-37 -NFIC 1 -12.7256804647294 1.49697168708533 3.19015864983816 2.86953758365262 3.43948164944428 4.25749490743229e-37 -BCL2L1 1 -12.7288127407937 0.573327611822333 2.12704295393215 1.92807728129526 3.15538714411116 4.09011271579421e-37 -PFKL 1 -13.6717637137254 1.56352697726125 3.70029562074114 3.27461504609954 4.04019245219207 1.49721713095281e-42 -SSFA2 1 -13.6755560515438 1.04450405507753 2.96996899963071 2.60719366133909 3.63965079400452 1.42116725666591e-42 -STARD7 1 -13.7521198385182 2.09124283414105 4.33765949752012 3.73374738459861 4.22269543507408 4.94588121073615e-43 -AHCYL1 1 -13.8808742639575 3.52505899113244 5.96129036518246 4.44727600004341 4.53702117824738 8.27286863740722e-44 -SEPN1 1 -13.9119400167838 1.21887788758072 3.10002059468282 2.68753526136354 3.49545038252865 5.36054700219896e-44 -SOD2 1 -14.2702747242007 2.60958946466195 5.23701043863648 4.29283670429116 4.75955580751029 3.35255303285056e-46 -TUBB3 1 -14.5142099979375 0.853363083938969 3.11799567753424 2.42599773198507 4.03341998888576 9.84857852616889e-48 -MSN 1 -14.7341214967784 1.88959319936081 4.2465710313166 3.49763767558632 4.13523643987058 3.89225878643809e-49 -EEF2 1 -15.07346037981 2.53481804273145 4.64451432079819 3.48426056723095 3.6180625264902 2.42093795509136e-51 -DENND5A 1 -15.1991910426451 2.10435958098767 4.4529342666832 3.60961245651232 3.99441327808131 3.58014842972576e-52 -NCAM1 1 -15.2179219565932 1.61370837588093 3.95651315159743 3.18679643048816 3.97969549200274 2.68938601339286e-52 -LANCL2 1 -15.2953314456746 1.30925857601576 3.54424483208848 2.82621590583817 3.77733114352932 8.21415746257949e-53 -HNRNPK 1 -15.3339956812813 3.86528640290652 6.19403267975474 4.13870020517579 3.92587015877797 4.53228330288422e-53 -RAB1B 1 -15.3362638861138 2.07968959964673 4.21982467408295 3.29325757450486 3.60737014752399 4.3767041339535e-53 -CTDSP2 1 -15.878611657557 2.07760810316076 4.77079519547426 3.74483339875582 4.38453046518691 8.91294052959957e-57 -EIF4H 1 -16.5693441567515 2.85567185028223 5.43653723239686 3.7985322514576 4.02651321448598 1.16084983071441e-61 -RHOB 1 -16.7476533492585 2.10967989215146 4.71101761989564 3.659313459837 4.01524335084268 5.89044159297215e-63 -DDR1 1 -18.2468017920666 3.2767701647839 6.21556192475264 4.18840056178587 4.1634289142328 2.19382505814987e-74 -LGALS3BP 1 -18.2805949852446 1.1285492778976 4.2714830406014 3.00755560985588 4.44440877726372 1.18130359745736e-74 -AHCYL1 2 13.3479450112168 8.32792774415492 5.96129036518246 3.71534235884187 4.53702117824738 1.2176172574709e-40 -DDR1 2 12.6094731336546 8.26717094017787 6.21556192475264 2.9077929858852 4.1634289142328 1.87240531789171e-36 -NCAM1 2 11.2259314619543 5.70241061379238 3.95651315159743 3.81692138714083 3.97969549200274 3.04164281058319e-29 -CTDSP2 2 9.69774242573209 6.43244783284192 4.77079519547426 4.34059711885838 4.38453046518691 3.08243319294696e-22 -LGALS3BP 2 9.14784112660703 5.86031919689237 4.2714830406014 4.29236980317127 4.44440877726372 5.80826368230927e-20 -DCLK2 2 8.80065857718106 4.52138586376949 3.28595991346018 3.62032943287908 3.59215478912568 1.36015570458204e-18 -RHOB 2 8.57895055159078 6.05716478321939 4.71101761989564 3.60074910511223 4.01524335084268 9.57426210929143e-18 -RUFY3 2 8.37617516237114 4.5272658904703 3.33656991956503 3.66429972923455 3.63754713141573 5.4675520064009e-17 -ATCAY 2 8.36211926699767 1.37359506616243 0.65850184432408 3.03085776801737 2.18826442404855 6.16015217419584e-17 -LANCL2 2 8.33402394181271 4.77447481484997 3.54424483208848 3.85379652441496 3.77733114352932 7.81401138095612e-17 -LIX1 2 8.29066230709841 2.18905151622263 1.26028656303082 3.55427844673706 2.86661975124951 1.1261960106238e-16 -METTL21B 2 8.21072361531105 2.20348447500034 1.27841167654757 3.64389816519429 2.88302211137892 2.19859437853889e-16 -LOC375010 2 8.18583481844379 0.852750624152337 0.401806902977271 1.97410603085658 1.40965508832916 2.70422437843328e-16 -PER1 2 7.9871417433006 3.70193170540444 2.66113998977203 3.51423844554104 3.33446321583541 1.3810327232545e-15 -PGAM2 2 7.89564519999751 2.23708183762166 1.34292360342224 3.43310763045634 2.89787902552362 2.88817214417555e-15 -DENND5A 2 7.8690170052145 5.6812781985994 4.4529342666832 3.74581791289668 3.99441327808131 3.5743859157827e-15 -NBPF14 2 7.29369510122974 2.62240866172762 1.91995739606063 2.73687379211036 2.46446179891936 3.01567486516102e-13 -TMEM132E 2 7.20968404184764 0.753072852183259 0.331346363814133 2.23614444045668 1.49681505578475 5.6081852204831e-13 -COL6A1 2 7.17688198367178 2.34083316736425 1.501945952365 3.49348273238524 2.99103342725221 7.13191993601268e-13 -EGFR 2 7.00480839462575 8.85099825704398 7.71710142584918 3.64576600048037 4.14219726022139 2.47324069363773e-12 -PTPRN2 2 6.97582391468845 2.11513990759241 1.33537765780891 3.45189570660121 2.86035668236101 3.04083398736568e-12 -PLXNB1 2 6.97254891202564 2.7490468143286 1.82409262894116 3.90134985738276 3.3945495171133 3.11249391279731e-12 -TRIM2 2 6.9664963327345 2.77469893037075 1.91471051768566 3.59324152343967 3.15886948600908 3.24931362611746e-12 -BRP44L 2 6.70190575117475 5.01423437969223 4.03176024246203 3.64114840661075 3.75125257481356 2.05718713497937e-11 -SEPN1 2 6.5747448194228 3.99812855860156 3.10002059468282 3.59777898118266 3.49545038252865 4.87366785267153e-11 -PLEKHB1 2 6.50553059380619 4.6565557002893 3.58038823821959 4.37483081926585 4.23302301012143 7.74196250807388e-11 -HNRNPK 2 6.50166580159575 7.19151929840351 6.19403267975474 3.32141628509927 3.92587015877797 7.94354194502496e-11 -TIMP3 2 6.49837626785159 3.48464541571931 2.54960837695085 4.06749099566126 3.68194635077355 8.11915313066031e-11 -PCMTD2 2 6.31214394295573 3.31651861591431 2.45827021793916 3.81399757013302 3.47928178338769 2.7519607676945e-10 -LINGO1 2 6.30501371612131 0.615315096569216 0.2897099718993 1.86048066172505 1.32147420968444 2.88168376500252e-10 -AKAP1 2 6.29684256358971 1.28678126972463 0.735166780107847 2.9482051560427 2.241642367875 3.03769523000442e-10 -DAAM2 2 6.2657688185163 1.42001596411024 0.824225925551688 3.08571731228972 2.43316951363754 3.70990389977272e-10 -EIF4H 2 6.15376546251247 6.40485203943977 5.43653723239686 3.5534187057435 4.02651321448598 7.56645573079623e-10 -MPRIP 2 6.12283104747436 2.19308068063464 1.50701521065797 3.3157269105948 2.86725805638878 9.19271565671746e-10 -NBPF10 2 6.06819755799831 3.07244551253248 2.44929538253142 2.72971812662251 2.62776470094296 1.29353729726962e-09 -SALL1 2 5.99798169164834 3.41956555072117 2.61517805582657 3.65739566154891 3.43173441801784 1.99785038789429e-09 -HUWE1 2 5.91799802376473 4.99693554751646 4.06633579393597 3.9730075092449 4.02384842840634 3.2588388290907e-09 -PLEKHA5 2 5.74501354971459 2.54808169761556 1.8448891466254 3.53306268116533 3.13210779266176 9.19136259475384e-09 -FSCN1 2 5.68511547477544 2.38197639656285 1.84101305654341 2.50744751934529 2.43490510524178 1.30724300076016e-08 -ACADVL 2 5.66015662341732 5.75432315507797 4.82241635398307 4.05181477765117 4.21305887568626 1.51234905075244e-08 -TBK1 2 5.60488539952672 3.61912452247427 2.76772907492921 4.41500477613679 3.88703169824627 2.08392800387246e-08 -LOC100499183 2 5.54704577026862 1.71952387005311 1.13072821628388 3.23501029693642 2.71616620910001 2.90536706152126e-08 -ATP2B2 2 5.46938586068462 0.709899602914994 0.384528572053305 2.03453538447739 1.52227745503338 4.51597631834768e-08 -GPT2 2 5.42250200937862 3.31669333041814 2.52375008647339 4.05658898427878 3.74193188215017 5.87705536602213e-08 -PURA 2 5.38992194622846 2.1858331825832 1.5923873229177 3.18685312629399 2.81742344350185 7.04882922131438e-08 -NFASC 2 5.372938230473 3.20030290146773 2.45688869796808 3.76419367428999 3.54056443388042 7.74638710101129e-08 -ATP9A 2 5.33179968975283 2.43221204135925 1.78370411170285 3.48425877711304 3.11239681035548 9.72441723123928e-08 -IFIT3 2 5.27007917697468 1.62631203817538 1.059998363872 3.34422944952306 2.7497512242036 1.36364923282607e-07 -NDST1 2 5.23177989857963 3.11003493351795 2.36527968943384 3.96784807096362 3.64265131093934 1.67885581685e-07 -BOD1L 2 5.22899477528822 2.79637541597322 2.14709712010777 3.39468996148144 3.17735816748594 1.704341812523e-07 -MARCH6 2 5.20440520781539 4.17369047084998 3.39678213303143 3.91635344821226 3.81990159715167 1.94618934120241e-07 -STARD7 2 5.17465578100862 5.19158056562615 4.33765949752012 4.14229507999952 4.22269543507408 2.2833153607343e-07 -SALL2 2 5.09257478467666 2.54470412597207 1.91731352527918 3.40891609908453 3.15249269180066 3.53233312235147e-07 -IPO7 2 5.05690669055179 2.27120642975921 1.71665186911127 3.1394320840439 2.80616263099241 4.26111595317915e-07 -CTNNA1 2 5.03002542089893 5.37169236130939 4.55178708900864 4.07610663036373 4.17106535778326 4.90414810799803e-07 -BAZ2B 2 4.99703121053299 4.23700474731504 3.46955435390984 4.00601806803014 3.92999272916627 5.82196488083876e-07 -SLC6A8 2 4.98448632673817 2.44383509712112 1.86738016197459 3.2489075522143 2.9593644226859 6.21266387757261e-07 -CAMK2G 2 4.9511290117005 2.41449475252679 1.77543317323309 3.70995793795842 3.30287365744963 7.37841674899148e-07 -GPR37L1 2 4.8787630715145 4.14009805401188 3.3800754717875 4.2299047764507 3.98630261399991 1.06753207540955e-06 -SLC20A2 2 4.87799852857955 3.18328408207834 2.48796733869936 3.90447723585956 3.64749342964535 1.07167724230098e-06 -DLG2 2 4.854921882708 1.11391793496959 0.713632633124568 2.56417118547482 2.10979808068387 1.20434209928292e-06 -BRAT1 2 4.84511246753074 3.339548836584 2.66455837422494 3.80249213857842 3.564899324041 1.26539977140067e-06 -KAT2B 2 4.79709815485842 2.52145928471683 1.92050048508562 3.44513078943798 3.20567573450808 1.60980728365762e-06 -VAMP5 2 4.78475440123576 2.81707674003255 2.21171903827709 3.51532387874497 3.23747122748596 1.71196536467323e-06 -SSFA2 2 4.77896231176701 3.64970430396839 2.96996899963071 3.80912114560675 3.63965079400452 1.76202215671622e-06 -TP53BP2 2 4.68060847872269 3.62844610787183 2.94264052950183 3.85677108312009 3.74931728629966 2.86024716138049e-06 -PARP1 2 4.66550678426946 4.69420319759714 3.94194472482467 4.08801264022819 4.12592907809389 3.07857337641769e-06 -CNTNAP1 2 4.66017924463013 1.38171376706241 0.972825791556814 2.61085397673153 2.24520093092361 3.15934137030454e-06 -PHLDA3 2 4.62952911243299 1.95282633012737 1.43044821160384 3.26890805169149 2.88736477018608 3.66498199830513e-06 -WIPI2 2 4.62261184329408 3.42953052699652 2.77645962622528 3.82068804196642 3.61515066179373 3.78938382979936e-06 -SORL1 2 4.6020173838241 3.08540175492719 2.44317703867792 3.87353803523911 3.57101978591624 4.18418271427398e-06 -CYB5R3 2 4.56705963625764 3.54403829918788 2.90006731603596 3.82624166774097 3.60813777083011 4.94613326911111e-06 -MAGED4B 2 4.55330733152085 0.22523864889445 0.136548025765079 0.644497914846924 0.498430072598541 5.28090366601587e-06 -PFKL 2 4.55024623350741 4.41872396122191 3.70029562074114 3.98522140324084 4.04019245219207 5.35831743391977e-06 -ARHGAP32 2 4.54954319902082 1.74788582354251 1.26999037216655 3.11241501518538 2.68793399280957 5.37624965785882e-06 -TNS3 2 4.5362198646394 1.49723528639762 1.04114285869423 3.04878715698594 2.57283693443468 5.72714748954142e-06 -EXOC7 2 4.52704874577892 2.60266707725177 2.04189188680382 3.37125581372094 3.16976537071849 5.98131466510442e-06 -GPD1 2 4.5029936129394 0.40933404822599 0.197812246309903 1.71126203358167 1.20200784560883 6.70028982585899e-06 -PREPL 2 4.42817525976075 2.89261505829966 2.3034822391873 3.61506295261112 3.40441042297872 9.50336677910856e-06 -BRF1 2 4.38324532817555 1.08600680300148 0.74034110589444 2.44039964584074 2.01796672509916 1.16924315860219e-05 -EEF2 2 4.38064430274007 5.26389914901492 4.64451432079819 3.2424895995095 3.6180625264902 1.18328897836565e-05 -TP53INP1 2 4.28767578527275 1.13970677101056 0.800315053536902 2.35109817120231 2.0255025620396 1.80552362936338e-05 -C5orf30 2 4.25204333148035 0.852702445322829 0.533440065213343 2.37011649564988 1.9213370660368 2.11828860032487e-05 -RFX7 2 4.2395301773449 1.89152971945992 1.42719072352901 3.13416718942259 2.80266327540895 2.23988082591456e-05 -USP18 2 4.23165640941753 0.761612337233438 0.467761357302067 2.23535901167671 1.77692967971076 2.3197659230793e-05 -PROX1 2 4.20747651417397 0.945054436841666 0.627549643425384 2.36340957401641 1.93099914571308 2.58238231963089e-05 -CRTC1 2 4.13950032916821 1.17267319293856 0.84048820991675 2.39572845995331 2.05345679607853 3.48063101436995e-05 -ZDHHC8 2 4.12949747418524 1.01075773152875 0.708299835272695 2.22634695201498 1.87422280568014 3.63556996533732e-05 -RAB1B 2 4.08513551440195 4.79572016605131 4.21982467408295 3.29724264135649 3.60737014752399 4.4051099573222e-05 -ATXN2L 2 4.07110888869544 3.42781278725319 2.88295314891711 3.48644791838274 3.42472272147529 4.67898700149942e-05 -IPO13 2 4.06372307032589 2.32344289529107 1.810818439012 3.59899820157262 3.22796422573348 4.82961222557247e-05 -GCAT 2 4.04926984201651 0.954834418510443 0.627391378737235 2.58329069947555 2.06924798141462 5.13776777356188e-05 -CACNA1D 2 4.04846309711958 0.762661095739235 0.487079449811966 2.25788892222279 1.74186142144313 5.15550608719164e-05 -PPM1A 2 4.02951075323175 1.56708892395509 1.18066832125834 2.76677813947866 2.45392593313903 5.58930591603918e-05 -TMEM205 2 4.00338873409683 5.36777376430924 4.75029115106727 3.69707930430913 3.94684859347231 6.24415749719815e-05 -PLA2G4C 2 3.9213608708629 1.22758359646538 0.867239574294197 2.75842696069385 2.35144056895433 8.80502821394447e-05 -ASPH 2 3.91787407229439 3.79213068692614 3.21715306636289 3.8199390448999 3.75538065046214 8.93333508519189e-05 -ZNF318 2 3.89807041905694 1.42713241671726 1.04739691705104 2.8148103853624 2.49278610123783 9.69622230668628e-05 -HIATL2 2 3.81807686026701 1.44377848834598 1.08652918217594 2.71201806879314 2.39430913807385 0.000134496027401421 -LOC728875 2 3.79604616223167 0.807596372434794 0.605303987689072 1.60593438502621 1.36364569227322 0.000147022133553387 -ATP1A3 2 3.78146431588493 0.465823236621697 0.289113068628839 1.48317081869614 1.19579030792616 0.000155908573048297 -C19orf60 2 3.77054586177411 3.29449514749059 2.78850006467824 3.48504992127674 3.43396263045739 0.000162890863173276 -DDB1 2 3.74166718512252 3.6481285129729 3.10169340959255 3.87432128785078 3.73703298897897 0.000182803504063941 -NAB1 2 3.72929750780737 1.50232818994604 1.12708657781216 2.87651786353016 2.57476417637419 0.000192014338335455 -CRTC2 2 3.72714818344718 1.31558207176718 0.993426452446323 2.55575236188926 2.21178316035361 0.000193658609389311 -NSUN5P1 2 3.72332951352602 1.95239643800374 1.55711459482343 2.91614886639091 2.71661997037286 0.00019661264336378 -CELF1 2 3.71052113857535 3.07812557189604 2.57326386962552 3.64885461356121 3.4816973186445 0.000206833024080708 -SDCCAG8 2 3.68255333537065 3.82263648702211 3.28401104577321 3.72541341197826 3.7427542581373 0.000230909537509253 -TLE4 2 3.67225024928027 2.15439346081799 1.73288647249521 3.19050703362491 2.9371491864883 0.000240424074289085 -MSN 2 3.65083995115489 4.83655423082483 4.2465710313166 3.99586383235687 4.13523643987058 0.000261384090828806 -SLC25A48 2 3.61774314687201 0.582606188555155 0.357665097651329 2.05404656203069 1.59105269424238 0.00029718310039835 -C22orf32 2 3.61657577637068 2.66861473000509 2.23408550046344 3.21189380989068 3.07450300771451 0.000298525954280264 -ZNF853 2 3.61552729497523 1.20951198536926 0.879601135637988 2.6635559036031 2.33495464795379 0.000299736889478735 -CPSF6 2 3.58904483979586 3.16566029352972 2.65391974097395 3.94533878560769 3.64858480654028 0.000331891757365116 -DCXR 2 3.5760448832927 3.57652170307328 3.05188462552362 3.75175516630227 3.75413179269388 0.000348831786823671 -SCAMP5 2 3.54739457680731 1.27654654438251 0.953418586449802 2.69787416878077 2.33087258617585 0.00038906142434417 -PAK6 2 3.53956438210677 0.496979708510205 0.303535832268129 1.80809111248276 1.39848774699096 0.000400787996761164 -STOX2 2 3.52627987809428 0.841700112592884 0.575761068032365 2.2158100476698 1.92982896728664 0.000421441339994434 -NUP188 2 3.52602430799852 2.62858457963703 2.15872674729144 3.69402465636829 3.40984521002832 0.000421848247697208 -SOD2 2 3.51366341728629 5.89055180929124 5.23701043863648 4.54114972676125 4.75955580751029 0.000441972457084939 -WDR13 2 3.4991100992512 2.9187177649704 2.43066365809118 3.76989251991492 3.56914226945789 0.000466813781188677 -TMEM175 2 3.48812758348725 2.27799951595513 1.8527681831903 3.35359235223793 3.11951006996609 0.00048641591576976 -LDOC1L 2 3.47034999350388 2.24953397439566 1.81478856238595 3.50866748357816 3.20564352828687 0.000519780585823411 -LRRC14 2 3.46487261218632 2.69306754315109 2.20895745783206 3.78963574394339 3.57528242373749 0.000530482694114937 -TAOK2 2 3.46071531864819 1.18831005269596 0.902619221609706 2.3973937324194 2.1124377647499 0.000538742202667509 -HTT 2 3.45895031820922 2.08460136128022 1.66910845650959 3.35715298462173 3.0737800216287 0.000542284922419461 -ECM2 2 3.44659267692022 1.16792594045381 0.868513578660932 2.55650623189685 2.2229682606452 0.000567703810203661 -NBEA 2 3.42043458207925 0.825447326081743 0.56899206695651 2.21818560107145 1.91859724578724 0.000625211706696784 -SENP6 2 3.39260388840392 2.38821546478542 1.97436291233216 3.31009930381163 3.12151896869607 0.000692316734598379 -ZNF324 2 3.38270578623258 1.04709132352438 0.747820027234708 2.63935547507438 2.2638848559232 0.000717754809971837 -BRD4 2 3.37974664296788 2.61311805071495 2.25816305098124 2.76959700592045 2.68746395631962 0.000725526768259094 -LPAR6 2 3.36769779671045 0.811048299266907 0.559767633053026 2.28443337334201 1.90932323604038 0.000757986322388713 -VPS39 2 3.35883219466843 2.19839210012287 1.7747383793847 3.52379601998415 3.22757403844108 0.000782725814301378 -C16orf53 2 3.33319986933821 2.52959588129268 2.11778726613736 3.35595558025076 3.16145909955292 0.000858532435412451 -CEBPD 2 3.33041999343012 7.00744030867084 6.50292214243738 3.4846234277692 3.87642422790301 0.000867150794957901 -ZNFX1 2 3.32849877370629 2.93740308762405 2.47497474894194 3.66497182279002 3.55508128701579 0.000873153893989547 -GUCY1A2 2 3.31394421712562 1.46428758088064 1.12889657979652 2.96413959487319 2.58976112797367 0.00091989857427496 -WASH3P 2 3.31311893243399 1.72369974621768 1.48088514896608 1.90346453464869 1.87538855462554 0.000922617376947849 -SSBP4 2 3.29962839720544 2.54688518334432 2.15967749375609 3.14396949988559 3.00284168923191 0.000968129292883933 -CANT1 2 3.28045465683331 1.28468147728504 1.00859596648283 2.38988696108693 2.15359022688097 0.00103639922506029 -BCL2L1 2 3.23855999746245 2.52639057636206 2.12704295393215 3.35571283607651 3.15538714411116 0.00120134750345589 -AZIN1 2 3.2161451760858 4.57489617349238 4.06629645335009 3.96931337612956 4.0466343917006 0.00129925088365598 -ABHD14A 2 3.17276228907483 1.81259644250052 1.45010520618288 3.18798253167353 2.92356983533123 0.00150996099274961 -UBAP2 2 3.16814747611805 1.6875903373733 1.35439049809188 2.94831050591894 2.69124285256706 0.00153413677055769 -ZSCAN18 2 3.16616850424165 3.48055638778082 3.0032950375548 3.94434748730486 3.85723178628524 0.00154461288643838 -MID1IP1 2 3.14141712962521 0.77011115648685 0.604057613276142 1.51714169851566 1.35262071792631 0.00168132382215572 -ZNF692 2 3.13911501042368 1.63506373795551 1.2919283640973 3.09997796318706 2.79712426030006 0.00169458923988942 -COL4A5 2 3.13905513794142 1.71485613466377 1.37267382007762 3.16322346491434 2.78940844389389 0.00169493552185795 -ISYNA1 2 3.13511898396478 1.18677728288836 0.890316383634978 2.72503846294462 2.41972989238289 0.00171784420736382 -SUSD4 2 3.11971586155017 0.995146161914623 0.730116417205968 2.52461079743923 2.17386751641608 0.00181025567709685 -NEDD4 2 3.11083499546163 0.701568602928398 0.493964387877776 2.04879531336257 1.70770435816441 0.00186559153478969 -C1GALT1 2 3.10209645026541 2.31293851010367 1.91747070534442 3.50405119497887 3.26219060167843 0.00192155340262669 -CANX 2 3.09663747971951 6.83127337846742 6.34971014052453 3.56988453964967 3.97938955618671 0.00195729077719132 -FGF11 2 3.0791172215607 1.54326051378407 1.22594871172741 2.95893825390241 2.63702045497207 0.00207614974414984 -DNASE1 2 3.07832332666485 0.470931827478018 0.306870958958617 1.7190434179534 1.36377984821377 0.00208168922444267 -CKB 2 3.07229236757845 7.45603060017639 6.93357071400818 4.0857222084063 4.35154927181016 0.00212421556310011 -SGSM2 2 3.06359808908983 1.51182531092725 1.18857342546738 3.04118161385709 2.69999383525672 0.00218692497985015 -ATG16L2 2 3.05502725123995 0.826459103965112 0.591808182204551 2.2746415818934 1.96544398879298 0.00225040073338746 -RNF122 2 3.01860542192394 0.558287405501063 0.391816920198538 1.65563087609051 1.41118643658678 0.00253941032923598 -TPD52L2 2 3.00066398987464 3.14122060734018 2.71007239656037 3.81194137789424 3.6767382866093 0.00269391651663282 -C2orf72 2 2.99599499769922 1.28572574037317 0.996993948264045 2.73032580247019 2.46607918970912 0.00273550921147888 -TAOK1 2 2.99468284160533 2.89990352465696 2.50157301152567 3.55728703146227 3.40366052093886 0.00274730341912977 -MAPKAP1 2 2.95842897357225 2.92072738797624 2.51907232084906 3.64104227594087 3.47412626778463 0.00309211490319855 -SLC23A2 2 2.94539098429932 2.03977888197579 1.68467521478781 3.23662044649809 3.08507481213311 0.00322546788976991 -LMF1 2 2.94278244880343 2.05282260228946 1.70387466793869 3.28599295601884 3.03428220722493 0.00325276911971581 -SNX29 2 2.93361872351807 1.35371300304053 1.06157388310574 2.8535640862034 2.5482353942391 0.00335035492816712 -SIRPA 2 2.92467534202541 2.42551782963266 2.06653624791957 3.33152597762609 3.14085580775681 0.00344815758848759 -SCG3 2 2.91395597036106 2.97057946583536 2.57846808822582 3.54975183639893 3.4433403721201 0.00356880236917497 -RSAD2 2 2.8877168641685 0.57692392511734 0.3868337017252 2.04866139952502 1.68445210809055 0.00388049001806945 -RAB15 2 2.88635982285769 0.894024208936024 0.661162830316728 2.40622542161931 2.06443155866395 0.0038972631130574 -NR2C2 2 2.87162457334303 1.44026433523803 1.15444994122998 2.86228284746716 2.54688849405328 0.00408367792748885 -SFXN5 2 2.85526462969081 2.70845554508876 2.33959230772275 3.45410604526335 3.30576900923319 0.00430009828250308 -VAC14 2 2.85125167621446 1.82093264988654 1.48529212079169 3.31602835950967 3.01225919843155 0.00435474860808679 -ARHGAP33 2 2.85083470501 1.03704147539394 0.80092467036672 2.37592920113928 2.11937768209381 0.00436046308192952 -BEND6 2 2.84449395545444 0.971006197386232 0.752440082164136 2.16502124568686 1.96621639827434 0.00444820298181873 -MLLT10 2 2.81518654485948 1.3589607587298 1.08106729382237 2.77412709276249 2.52594942903587 0.00487489274218575 -DDIT4L 2 2.77957618718 0.914572564591655 0.6849008254465 2.45680152805792 2.11437722644773 0.00544298838924612 -MMS22L 2 2.7732020154627 1.28049459827286 0.997601457649576 2.93096649721515 2.6103239362368 0.00555076505947667 -SPIN4 2 2.7648521203712 0.277143659393494 0.17477396032571 1.19790821332207 0.947442832475607 0.00569486063797646 -PAAF1 2 2.73971211706774 1.98944366440954 1.65658384143258 3.3512541111222 3.10892283793887 0.0061493020355566 -CAPRIN1 2 2.7364473380829 4.39453728871063 3.95538654814092 4.09972421547434 4.10657747394337 0.00621065347187228 -MASP2 2 2.7296096273752 0.557474256706949 0.412019090856802 1.56811330095361 1.36358465227773 0.00634093623240615 -CTSL1 2 2.69210142336126 3.22643961590542 2.82943934831688 3.8598142713454 3.77357405821673 0.00710033488431008 -PDXP 2 2.68142064397015 1.08385802288646 0.848131032301494 2.54511875590467 2.24956143929496 0.00733102997081897 -MYH10 2 2.65870156996926 2.45475417181763 2.10139225838514 3.51077021121166 3.40097658353322 0.00784424115011662 -ARMC5 2 2.63750339341633 1.15293550365247 0.918361290584963 2.57444330499719 2.2758348148346 0.00835187899234191 -RSF1 2 2.63728867754003 4.15728153946381 3.76901205165102 3.61714037237831 3.76729030873246 0.00835716781353071 -PLCG1 2 2.62881254662959 2.33787344150363 2.02144970626766 3.22856480457279 3.08008661763304 0.00856835777270815 -C17orf80 2 2.61096172715217 1.13837883627469 0.890921154292548 2.69526352888427 2.42523557698211 0.00902879976903503 -TTC14 2 2.59723227295005 2.04186713175294 1.71612883234859 3.41942751720122 3.20930896865728 0.00939783503321466 -TMEM150A 2 2.55372815958142 1.13904293554777 0.903904423514669 2.63185147325626 2.35614815800651 0.0106576427484653 -GTF3C1 2 2.54593964249193 2.35815558138016 2.04165163818533 3.35315331397559 3.18115270774038 0.0108984030529714 -KIF2A 2 2.54381551157007 2.3613246260115 2.05498257380701 3.19998687022775 3.081587487209 0.0109648980528886 -ADD3 2 2.52363572325512 3.34428007012832 2.97075160954821 3.76952311492396 3.78748156266524 0.0116148215480451 -CCDC84 2 2.51571123933492 1.36691759383579 1.12537535628973 2.69061534087226 2.45689044245034 0.011879246610282 -PCNP 2 2.49879901965257 4.64081438992202 4.27701632892615 3.70017857547819 3.7254826820677 0.0124614961985727 -ZFP3 2 2.47185819436224 0.839065996163029 0.639565939142642 2.39236206197502 2.06525160076458 0.0134412821552561 -AGFG2 2 2.46191632710814 1.69659271539576 1.42873176596891 3.07665718529998 2.78413064823246 0.0138196902947255 -FAM120A 2 2.45430552288471 2.28688239069865 1.98712910113643 3.36183914420263 3.12527925353255 0.0141156994199383 -FMR1 2 2.42857989447643 1.32859933502973 1.09504869907744 2.68056039028802 2.46083307155157 0.015158084975108 -ARFGAP2 2 2.41897935966391 2.38485622272953 2.06375334626351 3.60238902397498 3.39676521310253 0.0155641233251589 -TNPO1 2 2.41088807511406 2.63707023822564 2.32015836159588 3.43757995855811 3.36368223983295 0.0159137312033044 -ZBTB41 2 2.39907415850937 1.20217431194144 0.983769839671932 2.55467649274505 2.32954631975061 0.0164365855188979 -BCAN 2 2.39393509789645 7.24604355530647 6.77485459849344 5.01803089456757 5.03658568935348 0.0166686980337656 -GPS1 2 2.32966240204263 3.17211152255634 2.82806453763639 3.85655478654824 3.77901191563964 0.019824001192581 -EFR3A 2 2.30379973368364 1.04247841788659 0.83931863074403 2.45826008452171 2.2565581070256 0.021233888090459 -GRIA1 2 2.27834190680997 1.30755432824972 1.08015076279439 2.84035580843304 2.55406453752588 0.0227062146818534 -LONRF1 2 2.27267288203995 1.49804220227688 1.25717294238978 2.9492226991511 2.71205157419823 0.0230459000069267 -ZEB1 2 2.25044116888372 3.13509284613993 2.81005512567054 3.76032328075685 3.69589475184142 0.0244209541122072 -MTX3 2 2.23275368676055 0.850438439047977 0.680642147436548 2.25593596741699 1.94599124292064 0.0255651919371452 -ZBTB44 2 2.23036474345086 1.24562174433502 1.04281214425939 2.52333413431235 2.3268378145973 0.0257232381925323 -SMARCB1 2 2.22660769918345 2.37127301068418 2.09816239761137 3.29375498229071 3.13868958659895 0.0259735039514374 -UPF1 2 2.21497416665384 2.44853866051065 2.15645854201062 3.53065238734339 3.37432435495039 0.0267618377307993 -USF2 2 2.19006721757323 1.77969267363996 1.54898452709758 2.91727171332491 2.69562193431826 0.0285193623104729 -QDPR 2 2.18986264933582 2.8535740329561 2.53311053778265 3.91865887616944 3.74468408229745 0.0285341995031651 -YIPF3 2 2.17030030024465 3.93055420035012 3.58861723743724 4.03400226123425 4.03162115401474 0.0299841038979158 -DFFA 2 2.16681928737873 2.40334009339021 2.11227083146088 3.67288415152228 3.4373768499807 0.0302486361846714 -P2RY14 2 2.1600897503258 0.7586061309729 0.594813258292548 2.23465449914731 1.94033491903199 0.0307657223353795 -ARL16 2 2.15765728145822 2.34120830732335 2.05892553706267 3.48574389411893 3.34776838255052 0.0309544875772507 -PRPF4 2 2.15579280660353 1.49179028807104 1.25506542213589 3.07447018712679 2.80989671533263 0.03109984743299 -IRF2 2 2.12389043400941 1.48042234171436 1.26092294456711 2.8313626075555 2.64456787941165 0.0336793064853712 -MLYCD 2 2.11695783044409 0.624485764161698 0.477395890376412 2.08034767201853 1.77796850712156 0.0342634268788646 -CCDC106 2 2.11089522950383 1.09014955068807 0.926589742260221 2.14456991104294 1.98272923670122 0.0347813182217502 -ZNF219 2 2.10498259725362 1.13218978698028 0.954155402946918 2.34596923698393 2.16425720719538 0.0352928229515684 -COG1 2 2.09844176289048 1.27172369453696 1.05391938056253 2.91503634795238 2.65596930936771 0.0358661393308514 -SEC24A 2 2.07162295387267 1.26395001015926 1.06799751432255 2.61089032136158 2.42043587242816 0.0383006175742257 -LRFN1 2 2.05144507690465 0.276106853583434 0.191118271995341 1.25617310783123 1.06011793720616 0.0402236230900033 -PIN1 2 2.05022521755373 3.02833630262407 2.75938268364815 3.34609024013715 3.35682976364651 0.0403424582461752 -TP53BP1 2 2.0487442218137 2.37734913268045 2.1105997390144 3.44037911458245 3.3317253636435 0.0404871325549375 -DIXDC1 2 2.04463626315417 1.45579511384018 1.24155314144865 2.88513908417414 2.68127892557822 0.0408907316001792 -TRIP11 2 2.03878549561213 2.14018885305117 1.88460827965755 3.40270989647975 3.20781859597649 0.0414714405269092 -RHBDL1 2 1.99118525384871 0.427871365479559 0.316821691808842 1.70929676954826 1.42711547393988 0.0464605244267717 -RNF44 2 1.98491396168956 1.02411159419082 0.86112241651899 2.2588878713135 2.10121541342855 0.0471540447622454 -PRDX6 2 1.98474562892048 5.80039441061052 5.46842916883764 4.11178756174908 4.2799752262213 0.0471727794502925 -OBFC2B 2 -2.0732015146614 1.86018801328694 2.12682257421744 3.13351255125053 3.29100407417496 0.0381535294969073 -PIP4K2C 2 -2.08698335897399 1.02503665864888 1.24975853377397 2.58848037446193 2.75536958226061 0.0368896388238651 -AGMO 2 -2.13577505991283 0.55085918630817 0.736036212379138 1.97944459786672 2.21863106726791 0.0326977529112762 -PSMB5 2 -2.14849636227079 4.10147320336711 4.45345903667139 4.04594079454347 4.19221992232306 0.0316743450664729 -MTX2 2 -2.20275567501191 1.33238144028221 1.59629945036287 2.85946443886041 3.06588736063503 0.0276119738263762 -UBC 2 -2.23395364262959 9.71049311479796 9.89779819432538 1.8961538884315 2.14550185456567 0.025486123430445 -ATP6V1H 2 -2.26877189760481 1.89994710120363 2.20490687241989 3.25154794257958 3.43957841485494 0.0232822007706921 -RRBP1 2 -2.28439340172722 1.9363345499804 2.21609071608672 2.96050374859488 3.13373498676054 0.0223484210079767 -USP39 2 -2.29927674814005 1.78230808967924 2.08892485901989 3.24905301311401 3.41238600194807 0.0214892293048164 -MTIF2 2 -2.34498136024285 0.859560560085867 1.09936711156792 2.34721561633055 2.61682779857836 0.0190280308425809 -PRADC1 2 -2.38324535352064 1.15024449502585 1.42011297473606 2.7042640515502 2.89758979425945 0.0171607525465748 -DNAJC17 2 -2.39799864597584 0.752162511350483 0.978307347644039 2.12044761650213 2.41318844957258 0.0164849261795667 -RPS18 2 -2.40680681228429 8.43026904732919 8.64191423816786 1.86732570515067 2.25019765786645 0.0160926801790594 -SGCE 2 -2.48956720782315 2.24750861671893 2.5991719253594 3.52948922996675 3.61457049144985 0.0127898734456441 -TM4SF1 2 -2.51343164517569 1.29236469037154 1.64679530949995 3.02185461453148 3.60842472917828 0.0119562945434296 -CD320 2 -2.56545989132077 2.76024897069037 3.14963769559695 3.67433835206318 3.88393218693422 0.0103039133322297 -UBLCP1 2 -2.61689478460694 1.59903472784017 1.92473136211965 2.95800688824224 3.18478782829268 0.0088733688023622 -LOC152217 2 -2.62810798310506 2.70165265722461 3.09183367447957 3.60314252579753 3.79906240068932 0.00858612553280479 -CCBL2 2 -2.71139013820605 1.29487591490095 1.62603089962875 2.90684359803585 3.12530768867703 0.00670017401169852 -CTBP2 2 -2.79110099519733 1.20014593944741 1.50851257447525 2.57213386609393 2.82712704961956 0.00525290787840607 -LPAR1 2 -2.86291251187423 1.23740529594077 1.57594858814207 2.78822911429542 3.02593526311617 0.00419766451143864 -CXorf40B 2 -2.98894593812942 1.0395702269321 1.35330036670706 2.38801071330896 2.68591137754192 0.00279941659219035 -WASF3 2 -3.30111007218132 1.79981724403116 2.23304493116436 3.04935827424557 3.35822425701289 0.000963030930041655 -SYAP1 2 -3.36651542868238 2.2997241806017 2.75142258047857 3.22202633686606 3.43337656703888 0.000761243236934445 -CAMK1 2 -3.44273890648381 1.30840918898874 1.73083704265131 2.76406365995541 3.13979978119335 0.000575854979958274 -ECI2 2 -3.6132660443315 3.04359958927146 3.62514019639346 3.92420613180236 4.11844813880529 0.000302364179477365 -CYB5R2 2 -4.13298474611412 0.202970764068246 0.480295795294499 1.16339717724746 1.71703348209605 3.580824997825e-05 -RPS15A 2 -4.46752207149219 5.59020374614393 6.10233096347607 2.84529554882971 2.93335514225935 7.91308492130352e-06 -RPS20 2 -5.27584499500763 5.52503894434146 6.14676208805082 2.97921934454036 3.0154942362466 1.3214575173163e-07 -RPS29 2 -5.77839451181077 3.57378020535981 4.10483867741957 2.15515605782128 2.35173643708298 7.54168046470486e-09 -ATP6V0C 2 -5.77917549142198 3.36249922241749 3.86757641424506 2.06601539331937 2.23637881955919 7.50675937191333e-09 -TUSC3 2 -7.56474566871806 0.048276927904311 0.820349274023337 0.543225325791342 2.61166315266037 3.88624213757102e-14 -RPS6 2 -7.6786156136973 6.82178532599217 7.77324497980439 3.21957756031468 3.1707422903076 1.60816982699002e-14 -USMG5 2 -10.0838781487644 3.17267294607694 4.36307228245837 2.77045942660652 3.02077642160404 6.51046039861875e-24 -TUBB3 3 15.1862057167425 6.72100531714356 3.11799567753424 3.37360590894573 4.03341998888576 4.36463191002134e-52 -LPAR1 3 14.4246429917397 4.14343057221028 1.57594858814207 3.57330455002416 3.02593526311617 3.62138876854228e-47 -ELOVL1 3 14.0521452811987 5.81827082355369 2.76922172084662 3.17969635317427 3.68874885823794 7.47353102576576e-45 -CAMK1 3 13.4942455536274 4.22309655752747 1.73083704265131 3.56538151333762 3.13979978119335 1.69077054736813e-41 -RAB1B 3 13.3030772576907 7.04265984196698 4.21982467408295 1.98028019673808 3.60737014752399 2.22134260948409e-40 -LIMS1 3 13.2745504320648 3.81763303061081 1.59089516958538 3.26847369260821 2.85171797127177 3.25217009998874e-40 -PIGT 3 13.2271971588707 6.22530509588249 3.08979969492895 3.53722115278103 4.02992558818164 6.11245657938894e-40 -CD320 3 13.2032522735487 6.16608164009348 3.14963769559695 3.05185845193649 3.88393218693422 8.40273735838709e-40 -ACTR3 3 13.1488928403027 5.7264064258534 2.84954255017154 3.30759783697653 3.71952453473207 1.72684437282291e-39 -TINF2 3 13.1414064608094 4.68578715483981 2.03066097305148 3.63678881315028 3.43479338611989 1.90649860268372e-39 -MSN 3 13.1036389209731 7.43395924711858 4.2465710313166 2.66398091330588 4.13523643987058 3.13841953969233e-39 -NFIC 3 12.8040629629052 5.7806580552447 3.19015864983816 2.75377418129815 3.43948164944428 1.55592629708779e-37 -SOD2 3 12.7173427508109 8.79746542005725 5.23701043863648 2.83042028306219 4.75955580751029 4.73696580151936e-37 -SFT2D1 3 12.7011155593783 6.10709482884275 3.3591870628629 2.57521260428291 3.67804962815772 5.82927923077062e-37 -EEF2 3 12.6442494321053 7.33550269593174 4.64451432079819 1.85783321707604 3.6180625264902 1.20368505761567e-36 -PEPD 3 12.3763501798641 5.66583508759708 2.82729889367572 3.62243519830236 3.89905308600781 3.50942553583493e-35 -EIF4H 3 12.3213691203499 8.35484301785852 5.43653723239686 1.90637625654823 4.02651321448598 6.95041594428332e-35 -CYB5R2 3 12.2980824206278 1.72240237526841 0.480295795294499 2.86541084305447 1.71703348209605 9.2749938310074e-35 -SYAP1 3 12.2863468560304 5.23276619734716 2.75142258047857 3.09057722119849 3.43337656703888 1.07243890645599e-34 -YIPF3 3 12.0431688204991 6.44465002410807 3.58861723743724 3.14858415074783 4.03162115401474 2.10703498869676e-33 -PPP1R14B 3 12.0275488242796 7.17079589410466 4.60180905092978 2.07518749590517 3.63113213033274 2.5460789557203e-33 -PSME2 3 11.9215819116012 6.66246945720809 3.88241490620633 2.79558961516116 3.96439328275535 9.13572256757585e-33 -PCNP 3 11.86474622566 6.87707831403681 4.27701632892615 2.10255538665729 3.7254826820677 1.80448799565806e-32 -PRDX6 3 11.8263027717297 8.44580012625427 5.46842916883764 1.88655482916151 4.2799752262213 2.85439661712035e-32 -REXO2 3 11.7738343696116 5.65347102999108 3.09145870144648 3.07762145235334 3.699308872646 5.32480445712336e-32 -CAPRIN1 3 11.728642820438 6.78854249552084 3.95538654814092 2.96822285257338 4.10657747394337 9.09045145782307e-32 -PSMB5 3 11.6186409676665 7.31857423379884 4.45345903667139 2.35537300672375 4.19221992232306 3.31365363142475e-31 -RHOJ 3 11.5171953001696 4.69850776064924 2.29043149098165 3.73683553785647 3.55451873379549 1.08071696558258e-30 -UNC93B1 3 11.5099285988219 2.79168439016758 1.04671143308388 3.51094757596499 2.5773498404183 1.17575707004139e-30 -ERCC1 3 11.3623463831402 5.47493671255689 3.0542591743301 2.98654795793986 3.62181461173672 6.43915699915287e-30 -SGCE 3 11.3468044323565 5.01170328660955 2.5991719253594 3.23172277192143 3.61457049144985 7.6922875659701e-30 -USP39 3 11.3268595675412 4.3625055225025 2.08892485901989 3.66053162381491 3.41238600194807 9.66066728540651e-30 -BCL2L1 3 11.2205141426474 4.20965371633121 2.12704295393215 3.14535717721496 3.15538714411116 3.23384832886619e-29 -PIN1 3 11.0956975185023 4.95030321521852 2.75938268364815 2.86128667560134 3.35682976364651 1.3162914629206e-28 -TSSC4 3 11.0926365883805 4.2703856452507 2.06759646953405 3.55092569704207 3.3759456756443 1.3621282250487e-28 -AZIN1 3 10.9761978062075 6.67899072071841 4.06629645335009 3.03922352520771 4.0466343917006 4.97421838091084e-28 -LGALS3BP 3 10.8136687370028 7.09850874407514 4.2714830406014 3.33591855900176 4.44440877726372 2.96567081210188e-27 -CANX 3 10.7887444527753 8.87510947263197 6.34971014052453 1.56612904255942 3.97938955618671 3.89068478140171e-27 -PFKL 3 10.7883247303108 6.26418192481216 3.70029562074114 3.38742381405879 4.04019245219207 3.90849203899073e-27 -PDCD2 3 10.7595804575158 3.82676091551794 1.83081378695977 3.40181369177959 3.15363187331074 5.34127774367244e-27 -TPD52L2 3 10.6867314067307 5.0213404203801 2.71007239656037 3.59694300699593 3.6767382866093 1.17437002230988e-26 -SIRPA 3 10.6092246832961 4.02661872071227 2.06653624791957 3.11826191638249 3.14085580775681 2.69980001020434e-26 -DHRS3 3 10.5795539863388 3.8143057448989 1.80583830467969 3.5884249221056 3.22741443763857 3.70718714152193e-26 -NCDN 3 10.5603796266896 3.51957468500411 1.76353260778002 2.96493485372417 2.82691459643261 4.54818696441913e-26 -SSFA2 3 10.5231948175699 5.22291108126424 2.96996899963071 3.16826343453794 3.63965079400452 6.75436933288101e-26 -FAM108A1 3 10.5020427945302 2.46721404493554 1.11754248677865 2.52454120327586 2.18479962823475 8.45307223579913e-26 -HS6ST1 3 10.4893161789157 3.23321321897764 1.546055223177 3.07844018874553 2.73442413618999 9.67258806643317e-26 -HNRNPK 3 10.4517941927413 8.60765592896812 6.19403267975474 1.66387332614774 3.92587015877797 1.43779090720105e-25 -GLRX5 3 10.4484297490363 4.28159002926748 2.2411195385968 3.10340242994589 3.31998859804292 1.48971222925435e-25 -EXD2 3 10.419341236143 2.9447277737423 1.24643824376979 3.51163803711623 2.77095052456587 2.02349873038732e-25 -SFXN5 3 10.405548360834 4.36298499031964 2.33959230772275 3.24046212825246 3.30576900923319 2.33905472498136e-25 -TXNDC15 3 10.3808482527079 3.4108564786316 1.60774746431197 3.32815174798019 2.95288438221503 3.03070261041793e-25 -LRWD1 3 10.3116542536786 3.57597129627904 1.6823783589701 3.59886707684727 3.12187552627144 6.24175469193138e-25 -PAMR1 3 10.3013754831156 2.91235152068071 1.20390398704153 3.71805175940134 2.81944566585081 6.94609063770716e-25 -RRBP1 3 10.3012066489613 4.11495123598116 2.21609071608672 3.13757658633095 3.13373498676054 6.95829384612295e-25 -ACER3 3 10.2080961404734 3.25620647434922 1.48582273051979 3.4944085504465 2.94835627847545 1.82408756677209e-24 -MAPKAP1 3 10.2036608470073 4.60425598067123 2.51907232084906 3.3772080859761 3.47412626778463 1.9093685340979e-24 -TOLLIP 3 10.1824177130833 4.51652552163505 2.43647993249996 3.33980633593711 3.47279578244997 2.37583854145944e-24 -FOXK1 3 10.149231197769 3.23555633291331 1.65579028429839 2.90428950858139 2.64616506223323 3.33984010460295e-24 -STARD7 3 10.1472060712545 6.85811444009259 4.33765949752012 3.04976866971378 4.22269543507408 3.40985652241e-24 -TMEM209 3 10.1441612186862 5.02401600859927 2.9539720741831 3.10119460552031 3.46913117010202 3.51787414937764e-24 -BACE1 3 10.1105471218654 4.07048859468154 2.13349024294865 3.4041140932712 3.25695602182539 4.96064662774559e-24 -WDR13 3 10.1059897141037 4.552370665394 2.43066365809118 3.65679678554375 3.56914226945789 5.19681552640626e-24 -UBLCP1 3 10.1042453884091 3.81762882326849 1.92473136211965 3.34967348764282 3.18478782829268 5.29012591010789e-24 -DMAP1 3 10.003244670406 4.28659927972937 2.25085069424206 3.47395462300934 3.45971680565753 1.47483920516806e-23 -ECI2 3 9.99270660412324 6.04594312992477 3.62514019639346 3.31161624437512 4.11844813880529 1.64040344558385e-23 -GTF3C5 3 9.95096855312521 3.75767767828576 1.84207418476104 3.62737446254103 3.27263497531954 2.49740611291576e-23 -ASPH 3 9.85823939003483 5.39484289876989 3.21715306636289 3.1061891203648 3.75538065046214 6.31469056195802e-23 -MEN1 3 9.84327682543244 3.06625853101792 1.37723127482654 3.52606226361862 2.91711976415645 7.3284239495431e-23 -CYBASC3 3 9.83905379725363 2.33150072718715 0.931379232673646 3.39949192431047 2.41918838434838 7.64262155807358e-23 -LSM4 3 9.8314336079665 7.11397502368523 4.72855935948786 2.60405046512593 4.12481539787806 8.24367825091404e-23 -AGFG2 3 9.77518343455819 3.02960604190698 1.42873176596891 3.227554036803 2.78413064823246 1.43896427833193e-22 -MAN1C1 3 9.68263616097788 3.01292749200477 1.36071421817363 3.52825783594117 2.90088020752924 3.57379911929983e-22 -RHOB 3 9.67322226064381 6.99569950029967 4.71101761989564 2.45742900444983 4.01524335084268 3.91842288265119e-22 -ZSCAN18 3 9.6607468991164 5.1952374517613 3.0032950375548 3.54533603385285 3.85723178628524 4.42624962227589e-22 -VPS26B 3 9.59145950245435 4.26740568776952 2.3070056852492 3.44761962450369 3.4746998684946 8.68476707651067e-22 -CXorf40B 3 9.5848419244851 2.86762620578282 1.35330036670706 3.12820397781252 2.68591137754192 9.25993324953326e-22 -TMEM205 3 9.56625898787816 6.97122334784192 4.75029115106727 2.45200159944739 3.94684859347231 1.10844049580689e-21 -TWSG1 3 9.53175968682581 3.92969932080023 2.12064370208655 3.32813002107398 3.22653318120379 1.54639415437671e-21 -NBN 3 9.45097048071995 3.84448027890391 2.02077162804716 3.36385742240311 3.28047212937674 3.35703573812242e-21 -LRRC14 3 9.43813711524609 4.19386067398989 2.20895745783206 3.8322995746977 3.57528242373749 3.79465576262693e-21 -SSBP4 3 9.39208163441269 3.81864161876697 2.15967749375609 2.82654833463123 3.00284168923191 5.88259588885441e-21 -OBFC2B 3 9.33022968759327 3.93301266057665 2.12682257421744 3.27612147444784 3.29100407417496 1.05641723952489e-20 -CTSL1 3 9.28935865178289 4.89140443552659 2.82943934831688 3.52285405085208 3.77357405821673 1.55220788471549e-20 -SLC20A2 3 9.26332311837746 4.47545312090983 2.48796733869936 3.73222955581674 3.64749342964535 1.9816657265773e-20 -RFK 3 9.2217325047575 3.51949033962156 1.80915586331594 3.42268408601093 3.15301350233651 2.92337983591574e-20 -UPF1 3 9.20673276500284 3.98386461216842 2.15645854201062 3.53128546338162 3.37432435495039 3.36202388225631e-20 -BET1L 3 9.16996621109423 3.27465865629571 1.66348416284919 3.35102022377074 2.98697882172327 4.73167328962973e-20 -HDAC1 3 9.1288183151836 2.6001100434355 1.17724516906698 3.3420729210116 2.64975911905622 6.92510312319245e-20 -EBAG9 3 9.02598988946113 2.60669505685677 1.24809961202986 2.97281192339157 2.55889586367354 1.78077999947891e-19 -GRIA1 3 8.99894553976449 2.43211806989349 1.08015076279439 3.25918731119827 2.55406453752588 2.27895922843587e-19 -PSME3 3 8.95879509095641 4.68784046277474 2.72168496623374 3.59115771270432 3.73100266483345 3.28245487855378e-19 -DTX3L 3 8.95723951234008 2.56093182676392 1.23739161329133 2.92797879560198 2.51200358450226 3.32908021029037e-19 -DHPS 3 8.94425710218402 4.41360290167984 2.52737307954509 3.60109273198071 3.58515249622822 3.74459935740134e-19 -ZNF226 3 8.91098291427843 3.12125095430692 1.59530462963001 3.14887894886632 2.91119265891447 5.0582111857667e-19 -SEL1L 3 8.8828506399484 2.83319292776499 1.42790632790713 3.01031548868171 2.68948945701165 6.51684368499267e-19 -EIF2B3 3 8.87516299536343 3.29632816320716 1.66570760837127 3.52842463730925 3.12344509109775 6.9831069801935e-19 -PIP4K2C 3 8.86102010483514 2.68592995656182 1.24975853377397 3.33259350116128 2.75536958226061 7.9285566067837e-19 -NFKBIL1 3 8.83172703170541 2.41337297896295 1.09353944733672 3.20935594272036 2.54056798568167 1.03071734707369e-18 -ATP6V1H 3 8.81683456814722 3.98876621041303 2.20490687241989 3.50043842123722 3.43957841485494 1.1774100612677e-18 -ARPP19 3 8.79973623420037 6.66765667299468 4.67949039350554 2.42157258040364 3.84096500035399 1.37138097712298e-18 -MRPS2 3 8.79761477757759 3.75306684461215 2.01266877483188 3.64258531780218 3.36310906997719 1.39754832217077e-18 -CTNNA1 3 8.78302812630144 6.70672106054626 4.55178708900864 3.13121342278664 4.17106535778326 1.59131361330393e-18 -CYB5R3 3 8.75165206996523 4.75751185322 2.90006731603596 3.21872849354979 3.60813777083011 2.10251778328089e-18 -C21orf62 3 8.7302336734224 4.41886082351418 2.52565523543267 3.83812956036561 3.68662709269664 2.54146986082041e-18 -ALKBH7 3 8.72115860816865 3.83962819043202 2.21604412612361 3.06900045256544 3.16488472273715 2.75369382345396e-18 -SEPN1 3 8.68559798893417 4.88587300862989 3.10002059468282 2.98774517242684 3.49545038252865 3.76755107882776e-18 -DENND5A 3 8.68070059688442 6.49255995559467 4.4529342666832 2.80710394353151 3.99441327808131 3.9333833190254e-18 -CTU2 3 8.54690378956234 2.21705208772369 1.01892502493334 2.91594509387499 2.38314991785302 1.26434502943381e-17 -AIG1 3 8.5215953546394 4.16797302516051 2.41228748606703 3.34747213653026 3.50254017038492 1.57370371353043e-17 -LYRM4 3 8.42431706785081 3.01975633282291 1.59138270479829 3.19385071504242 2.88246750453032 3.62860434724779e-17 -MRTO4 3 8.36396247723217 3.58608918392562 1.99139542267343 3.41563893853493 3.2413245622659 6.06462149756813e-17 -DCBLD1 3 8.35868468688612 1.14505194635255 0.402583561230413 2.35414728351447 1.51007084921532 6.34213697352729e-17 -CCDC106 3 8.34266988405843 1.89958599753443 0.926589742260221 2.32562153460784 1.98272923670122 7.26317151235165e-17 -WWOX 3 8.28212790864589 2.49677336878273 1.20810487153537 3.41267677569948 2.64518821609904 1.20993531116044e-16 -SORL1 3 8.27986954728607 4.18241277356311 2.44317703867792 3.52713765286586 3.57101978591624 1.23310289416858e-16 -PRPF40A 3 8.2681617599968 5.79064708492846 3.8694944525187 3.12608493173589 3.95011924712134 1.36040232936881e-16 -LANCL2 3 8.24613349301291 5.37646694216887 3.54424483208848 3.08219343360391 3.77733114352932 1.63601900723864e-16 -CEBPD 3 8.23119645638437 8.37980412677986 6.50292214243738 2.11951069311862 3.87642422790301 1.85352693150287e-16 -PCDHGB7 3 8.21077123428015 2.03535073153737 0.914411981790048 2.91599475767967 2.32089360183772 2.19772253088751e-16 -ANP32A 3 8.20863126449717 2.70182284176109 1.57592557437213 2.16013906944214 2.33176789569353 2.23724135869368e-16 -MRFAP1 3 8.20497002164256 7.4399193332343 5.484830942261 2.40817455590816 4.05085501173341 2.306484317654e-16 -TSR2 3 8.15326126869815 3.06950890036833 1.61477473598543 3.33622435034875 3.03325959336944 3.54239165770868e-16 -WDR5 3 8.15246354400408 2.77914172085673 1.44562329236664 3.14426621583682 2.78078528878054 3.56584463445047e-16 -MYD88 3 8.12215948752675 2.93845581296977 1.46018021465872 3.76444016641241 3.09414880336973 4.57960965540008e-16 -NDST1 3 8.11630339648624 4.10435573499007 2.36527968943384 3.9123301018335 3.64265131093934 4.80598300361387e-16 -RFT1 3 7.93894989719151 2.38017302977695 1.12794605917844 3.40093900735446 2.68149686264226 2.03900111199297e-15 -CCBL2 3 7.93838825390228 3.08540896765021 1.62603089962875 3.49066665418345 3.12530768867703 2.04825333793218e-15 -BBX 3 7.90260374971727 4.73275048136321 3.00220530860801 3.46850168538008 3.72280282589435 2.73136820127182e-15 -FLJ42709 3 7.89047240636269 3.94863242175654 2.36634964240071 3.25034502854098 3.40908945204334 3.01044776060821e-15 -TMEM178 3 7.89037290737606 2.1769674880674 1.02009072530707 3.16460576905117 2.49256716556762 3.01284901771806e-15 -U2AF1L4 3 7.86353955938131 2.94555635573906 1.61883975159428 3.05368327172551 2.86825255665534 3.73428342478191e-15 -VAMP5 3 7.85571977645305 3.7077293937169 2.21171903827709 3.14376084894202 3.23747122748596 3.97482848155122e-15 -CTBP2 3 7.85477752411027 2.81474937151196 1.50851257447525 3.0946811893828 2.82712704961956 4.00482374393341e-15 -RCC1 3 7.84435203624535 1.17935941316648 0.426190128796765 2.53762319775085 1.63227310828071 4.35194684876181e-15 -MTX2 3 7.7871532348475 3.00065674660408 1.59629945036287 3.32287473350166 3.06588736063503 6.8535813903091e-15 -MRPL19 3 7.78554183591484 4.21913648216165 2.671667170996 3.07552223851852 3.37901798336581 6.94150692209882e-15 -MTIF2 3 7.77930369097062 2.29682036901334 1.09936711156792 3.29182532206731 2.61682779857836 7.29248102573686e-15 -DDB1 3 7.76426543152073 4.80844377566092 3.10169340959255 3.29818304259304 3.73703298897897 8.21197606515803e-15 -EGLN1 3 7.74255393712857 3.4302554095053 1.94924235401141 3.38464657594686 3.25186081150705 9.7439415056087e-15 -ARFGAP2 3 7.73307728737839 3.60886752911742 2.06375334626351 3.68119603100976 3.39676521310253 1.049775196921e-14 -PPAP2A 3 7.70871800733362 3.28112657733655 1.83361996759995 3.43617767430972 3.19224119204061 1.27087877243902e-14 -FAM50B 3 7.69933152618321 1.49857707091458 0.602948506180613 2.74770522654203 1.9775716012489 1.36779876599544e-14 -FAM120A 3 7.69270982356584 3.40132925081551 1.98712910113643 3.20064141381782 3.12527925353255 1.44050969794288e-14 -OXTR 3 7.68912518104514 1.51509870773415 0.605444728373313 2.91813740709117 2.01120617232536 1.48144463163489e-14 -QDPR 3 7.68886275027586 4.22674620978541 2.53311053778265 3.67620893227231 3.74468408229745 1.48448603197112e-14 -ACADVL 3 7.65438495288924 6.71934295719112 4.82241635398307 3.08192742627843 4.21305887568626 1.94239615909517e-14 -PARN 3 7.65236843852475 3.6097794622281 2.06641851490559 3.62695639231811 3.42869564523311 1.97310936554621e-14 -SALL1 3 7.63372161536085 4.1561427472729 2.61517805582657 3.17181558075322 3.43173441801784 2.28072121899139e-14 -NTHL1 3 7.57987913079595 2.18956137798874 1.05066508134334 3.19467271510215 2.55434292251923 3.45877034805113e-14 -ERGIC2 3 7.55734956122071 4.06606376014473 2.49772025686894 3.43203065085761 3.52800327292172 4.11365367147813e-14 -RHBDD1 3 7.5184258824849 1.96886206950187 0.91199684777554 3.07035922825385 2.38973632400827 5.54396593379462e-14 -TMEM175 3 7.50774407771734 3.23041708741477 1.8527681831903 3.35342683056145 3.11951006996609 6.01549577196752e-14 -DFFA 3 7.50561738566164 3.6298671644554 2.11227083146088 3.5925394704053 3.4373768499807 6.11397546091363e-14 -LOC152217 3 7.42501336206198 4.75110101763654 3.09183367447957 3.1911219726602 3.79906240068932 1.12768530195454e-13 -NFASC 3 7.40307396538023 3.99868603089069 2.45688869796808 3.55177281800469 3.54056443388042 1.33067580512888e-13 -SMARCB1 3 7.37279064825178 3.45936561789514 2.09816239761137 3.06289077736878 3.13868958659895 1.67092778092878e-13 -CTDSP2 3 7.32768484161595 6.66066799146919 4.77079519547426 2.78307959451751 4.38453046518691 2.3416258264034e-13 -NEMF 3 7.29296647511686 4.0096242654028 2.50205701602806 3.31330125124143 3.51422673099679 3.03203560352955e-13 -DUS1L 3 7.27843562094033 2.12695454827251 1.05566875627624 3.07259635232671 2.50221487197165 3.37713324323471e-13 -MRPL35 3 7.26350659081131 2.10380294015314 1.05653697500154 2.9460565268692 2.4511390879506 3.77182050321239e-13 -COMMD1 3 7.25991953249749 3.59046271297689 2.18141679182915 3.1366576010904 3.29951905556855 3.87320667932951e-13 -CES2 3 7.24722796513417 2.3185875141123 1.21303923011514 3.11584923169533 2.59336170301921 4.2538767180655e-13 -ANXA11 3 7.22645715255843 1.6139912450706 0.708845869886559 2.78741791764995 2.12936546210391 4.95756943650512e-13 -TNPO1 3 7.20658265323382 3.74605167774965 2.32015836159588 3.48381884181726 3.36368223983295 5.73735040065977e-13 -VAC14 3 7.16916477842405 2.75558423146999 1.48529212079169 3.44873107196607 3.01225919843155 7.54566918846179e-13 -ATXN1L 3 7.15174857289505 2.1677807199893 1.1075112720984 2.91933859826038 2.52035263941842 8.56793962804319e-13 -TOR1AIP1 3 7.116006824446 3.96888761195735 2.4790042372344 3.37311226761188 3.55937068224202 1.11098796586319e-12 -MSH2 3 7.11364932560379 2.6185925234457 1.40382397903977 3.40033603371396 2.90307587073282 1.13014084843078e-12 -FSCN1 3 7.10246422621671 2.85827733491345 1.84101305654341 2.24898269549379 2.43490510524178 1.22551759707117e-12 -RAP2C 3 7.02855723351526 1.85511152272916 0.953806833308654 2.61585993264603 2.18003138442232 2.08680024875114e-12 -ZNF187 3 7.01236303403629 2.02350383981532 0.976971359236505 3.17045209868574 2.53714694399624 2.34326217442974e-12 -NOMO2 3 6.96257443723517 1.53752159661356 0.835984063393563 2.01996252147024 1.71292505134892 3.34109952937342e-12 -MARCH6 3 6.95267071023012 4.95901775203186 3.39678213303143 3.41699617651001 3.81990159715167 3.584346852727e-12 -CTCF 3 6.91621344946066 3.05133012619956 1.77633005596033 3.37739292248356 3.13400093332269 4.63875306976589e-12 -IDH3A 3 6.88937128144499 3.1316008293085 1.81366572260278 3.44758138299893 3.25215875199306 5.6039504469689e-12 -TGFB3 3 6.8613733589932 1.79397679637292 0.876542947131342 2.96471506723737 2.27311291015791 6.82016510152704e-12 -SLC31A1 3 6.81469103004345 2.1833312113482 1.11859900663016 3.20384613354899 2.65614341754297 9.44665705098731e-12 -NGDN 3 6.77104226433502 4.1664423404192 2.69837838625856 3.44757551600672 3.68592718590732 1.27857913084236e-11 -MFN2 3 6.76600344685283 2.66675712131628 1.50860509227109 3.32359805356408 2.90998438484533 1.32388391702514e-11 -RTN4IP1 3 6.74525106357412 1.05709821540754 0.413868311146667 2.35598441768025 1.62115824223903 1.52762639205537e-11 -C16orf53 3 6.73704213996078 3.37063857383406 2.11778726613736 3.19357866270919 3.16145909955292 1.61643312844509e-11 -BRP44L 3 6.73671342157466 5.51826765308161 4.03176024246203 2.86721652148726 3.75125257481356 1.62009264075404e-11 -SNRNP25 3 6.72950583790722 4.60082979120096 3.09501672309233 3.28657430961366 3.80404099421495 1.70240257012688e-11 -BRAT1 3 6.71385496933685 4.07242633001455 2.66455837422494 3.66618181519079 3.564899324041 1.89548713185279e-11 -C2orf74 3 6.71366686045289 2.48591024969939 1.3980056536451 2.93507015572203 2.75478890447395 1.8979335319852e-11 -DYNLT1 3 6.69825408236417 6.85482642761134 5.39398280598946 2.22076999898416 3.70765582078082 2.10924302151296e-11 -DDR1 3 6.69317648841605 7.85473997502605 6.21556192475264 2.6539039613662 4.1634289142328 2.18377495586147e-11 -TMEM33 3 6.68509251476147 3.55382964587222 2.32063000160288 3.01902890202002 3.13605210503346 2.30778804669809e-11 -LRRN2 3 6.6368808586174 1.63246920788918 0.747138954781898 3.07688113958112 2.26776779933372 3.20390403232687e-11 -PNP 3 6.60139759256499 2.89921859818638 1.65214816356034 3.5273977689192 3.21153303399696 4.07299577447902e-11 -SF3B1 3 6.544537541302 6.47093485951827 4.82226423476522 3.03575653591127 4.28264659234623 5.96797719895523e-11 -C1GALT1 3 6.5100112102729 3.16667586042314 1.91747070534442 3.39909460506579 3.26219060167843 7.51451969299928e-11 -TMEM51 3 6.46939018539716 1.49143120829836 0.707838477965436 2.71464577065968 2.05913278677496 9.83992099639227e-11 -RPS6 3 6.35026890084305 8.95763778375337 7.77324497980439 1.49242372557484 3.1707422903076 2.14938880929406e-10 -WIPI2 3 6.34081187087677 4.12484479967985 2.77645962622528 3.43679438214824 3.61515066179373 2.28557498357368e-10 -ABCB7 3 6.33687534671491 2.2768117096034 1.24846514698727 3.21831508482127 2.75880902100251 2.34471535935361e-10 -ZNF219 3 6.33174079710784 1.76022900616878 0.954155402946918 2.5943544914725 2.16425720719538 2.42410479503447e-10 -STK38L 3 6.31701683462526 2.61922369926594 1.54916496873415 3.16120482763229 2.87973736405291 2.66660544353769e-10 -VPS39 3 6.30283872526495 2.9713552109705 1.7747383793847 3.55702991564527 3.22757403844108 2.92242940237956e-10 -RPS18 3 6.26680901780598 9.47140170256445 8.64191423816786 1.0942850878949 2.25019765786645 3.6852166916666e-10 -PLEKHB1 3 6.25471705445402 5.13779120121886 3.58038823821959 3.93895951433984 4.23302301012143 3.9823724448168e-10 -CHCHD4 3 6.24021856008305 1.40872814754024 0.689267944743095 2.4197642423971 1.96003702743208 4.36959920096004e-10 -ATXN2L 3 6.23666814197112 4.13933238352364 2.88295314891711 3.18767408273397 3.42472272147529 4.46988831403534e-10 -NUP188 3 6.19917289749941 3.40212746281787 2.15872674729144 3.53091186788556 3.40984521002832 5.6760651457709e-10 -ATP5D 3 6.17474824461624 6.60499618471228 5.28754190788265 2.27843729772326 3.62721749224334 6.62689813815512e-10 -BLVRA 3 6.15574621284277 3.33032328927615 2.11013844100474 3.39148928003116 3.36978522750789 7.47248046448732e-10 -PREPL 3 6.12993430132614 3.53103574382919 2.3034822391873 3.45065825312734 3.40441042297872 8.79153693771053e-10 -USF2 3 6.12284967969147 2.51984155340279 1.54898452709758 2.69970159557533 2.69562193431826 9.19164034625206e-10 -MMGT1 3 6.12198425810328 2.67273475237864 1.60992509264632 3.07748086740669 2.95134911573059 9.24171562457799e-10 -COL4A5 3 6.1192367765052 2.37671625534426 1.37267382007762 3.05209285046812 2.78940844389389 9.40246061563971e-10 -PAAF1 3 6.11682901119371 2.77519457638479 1.65658384143258 3.37016222357914 3.10892283793887 9.54556927434481e-10 -TAOK2 3 6.11615398978074 1.66260424402438 0.902619221609706 2.47071204485519 2.1124377647499 9.58606981263459e-10 -C17orf89 3 6.09476406768052 3.96512675931895 2.81634254026721 2.69054473031991 3.20434200875776 1.0959897338439e-09 -PTPRG 3 6.07455510803061 2.45711267488643 1.44217283298735 3.09436568870769 2.84042368781202 1.24331933998343e-09 -TREX1 3 6.06866507785986 2.95349210750206 1.7919003470775 3.41478651203862 3.25400078707718 1.2897780000366e-09 -DNAJC4 3 6.05774274531442 2.57434434889418 1.56062738391994 2.9642012390536 2.84487500336036 1.38044930698708e-09 -NCK1 3 6.04998905903582 2.39003878611698 1.371666566707 3.12422176133743 2.86160216099051 1.44855671453232e-09 -BRD4 3 5.9908762798505 3.20521913485609 2.25816305098124 2.43213772818205 2.68746395631962 2.08713375887447e-09 -ZNFX1 3 5.98094022212708 3.72569936149564 2.47497474894194 3.54312051336108 3.55508128701579 2.21853286444062e-09 -FUZ 3 5.98082034735326 1.3631304644656 0.675738746288875 2.48847777632164 1.95389327902181 2.22016632757328e-09 -UTP14A 3 5.96407249116174 1.54866888248636 0.773570745614314 2.79082404371718 2.20938336775412 2.46027503905708e-09 -CCDC51 3 5.93856382844107 1.52682793129115 0.749408806610441 2.76840171157027 2.22551790330329 2.87529707617477e-09 -CELF1 3 5.90901678567306 3.78344098429726 2.57326386962552 3.39277397439717 3.4816973186445 3.44155637273955e-09 -LYAR 3 5.89492888443902 1.82419335440289 0.997857564916652 2.78010955022057 2.38306173701129 3.74842782547796e-09 -DIXDC1 3 5.81924209493192 2.15935962045562 1.24155314144865 3.00077368994035 2.68127892557822 5.91150603104505e-09 -DOK5 3 5.7862011958295 3.09260135779823 1.93767813177195 3.59416450764899 3.39325802944854 7.1995976337919e-09 -HUWE1 3 5.76027165989424 5.42974831476952 4.06633579393597 3.33913478266978 4.02384842840634 8.39786660740029e-09 -PRADC1 3 5.73984896703563 2.39843102710474 1.42011297473606 3.06726252282894 2.89758979425945 9.47610244109043e-09 -RRN3P1 3 5.73951874174584 1.37435039295167 0.716354730972548 2.3234738209367 1.94896864798724 9.49459760142179e-09 -SNAP23 3 5.72452279800596 3.30772469210796 2.17663950920904 3.3287342686146 3.35902568545825 1.0372487904433e-08 -TRIP11 3 5.69938542638786 2.96003426829953 1.88460827965755 3.26054281508733 3.20781859597649 1.20240102210594e-08 -TSEN2 3 5.68440984087879 1.7644551837969 0.952614294463798 3.00907073022144 2.4279673345498 1.31265148062467e-08 -POLD1 3 5.68035238164221 1.23264035637656 0.568706819637836 2.69570311519989 1.98704008879192 1.34417520072587e-08 -GPS1 3 5.6772679865638 4.09006744475932 2.82806453763639 3.64859856437451 3.77901191563964 1.36862971368493e-08 -PARP1 3 5.6309614277838 5.30856232656197 3.94194472482467 3.51771354994295 4.12592907809389 1.7920780684787e-08 -PECR 3 5.61575180034101 0.856838668982288 0.370811435072589 2.08320214272069 1.47132969753216 1.95709421723773e-08 -TMEM150A 3 5.61475894465175 1.68207787628716 0.903904423514669 2.86817633899227 2.35614815800651 1.96836455437991e-08 -IK 3 5.60742935723888 5.13376039185871 3.83728051825396 3.50168404839509 3.9306037944107 2.05353785991895e-08 -LONRF1 3 5.59890347510091 2.15036247234003 1.25717294238978 3.13308833590178 2.71205157419823 2.15711855806866e-08 -PRPF4 3 5.56883991577233 2.17551030879826 1.25506542213589 3.20462057076415 2.80989671533263 2.56440952911021e-08 -SGK223 3 5.54487107688994 0.952833017634322 0.437179495534188 2.13255713205944 1.58097075534843 2.9417083862633e-08 -LRRN3 3 5.53148342343148 4.38226059103098 3.09647311339545 3.84595345982143 3.95170828446835 3.17533875217925e-08 -RSF1 3 5.52917500529847 4.99428296416632 3.76901205165102 2.99270206209102 3.76729030873246 3.21740256631895e-08 -SENP6 3 5.52080278939795 2.9880663314856 1.97436291233216 3.07913583864403 3.12151896869607 3.37454349787897e-08 -GTF3C1 3 5.50812629017485 3.07234886080395 2.04165163818533 3.29398882793024 3.18115270774038 3.6267319258502e-08 -LRRCC1 3 5.45848432353939 2.83369475761936 1.81632641109665 3.30262956217259 3.16857108526568 4.80216254047888e-08 -SEMA5A 3 5.42358210226178 3.60273665416162 2.47047359261822 3.59416877219651 3.54910151185453 5.84163647781516e-08 -MXD1 3 5.41613588796796 2.06821562464519 1.23815749510056 2.89670608152853 2.60541108287398 6.09008233288011e-08 -TIMP3 3 5.41453393648101 3.72229301326588 2.54960837695085 3.612875353379 3.68194635077355 6.14485486774466e-08 -HS1BP3 3 5.40893707270141 1.20753683974853 0.588094411128256 2.50621271437484 1.94691199541488 6.33998996532515e-08 -C19orf60 3 5.39524422093623 3.87830651000031 2.78850006467824 3.20603356481163 3.43396263045739 6.84304108705829e-08 -FGF11 3 5.36746659416392 2.05852789447192 1.22594871172741 2.99521425990307 2.63702045497207 7.98502918152139e-08 -MZT2B 3 5.32728484321895 6.41106718081568 5.43793869989577 1.71661337885658 3.10542872354116 9.96917609027496e-08 -LDOC1L 3 5.32374096652532 2.81865247409996 1.81478856238595 3.38784892804363 3.20564352828687 1.01654637231832e-07 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2.75960386762571 2.37333880093886e-07 -BTBD3 3 5.15069508150954 1.84958087340171 1.07230622812524 2.99809725673781 2.56546421671883 2.59522827583379e-07 -ECM2 3 5.13260402442404 1.53965450221603 0.868513578660932 2.61903944326106 2.2229682606452 2.8576069587333e-07 -CMTM6 3 5.11659312977415 3.75540174441429 2.64201520918745 3.45238292441176 3.69932410486321 3.11103710333528e-07 -ARX 3 5.1088909249657 0.775631835458287 0.353019433607072 1.83848942588371 1.40628358633916 3.24055350759512e-07 -PLCG1 3 5.09711468578804 2.94493510748169 2.02144970626766 3.14587625358235 3.08008661763304 3.44869415540846e-07 -ARL16 3 5.0943632622247 3.06212666644043 2.05892553706267 3.39126221066829 3.34776838255052 3.49915273355789e-07 -C3orf23 3 5.08975227508873 1.67450239784675 0.943088773830219 2.80526668302706 2.44300131844338 3.58531584858038e-07 -COX19 3 5.08246210483732 2.19528371972819 1.38364780467688 2.99821297452579 2.71484105443514 3.72573657339047e-07 -AGMO 3 5.07593175241111 1.39847165922552 0.736036212379138 2.68468100379287 2.21863106726791 3.85601690867925e-07 -PLEKHG3 3 5.00339024208568 1.06701438208007 0.512386382610167 2.52105810140951 1.88449380476037 5.63307443805919e-07 -IRF2 3 5.00042188594924 2.03878764788485 1.26092294456711 2.992035656107 2.64456787941165 5.72050013807587e-07 -NOTCH4 3 4.99914336413048 1.78393910857625 1.03250378193203 3.00806169721167 2.55536720995496 5.75855760730711e-07 -GPR37L1 3 4.98357107728725 4.54864247836715 3.3800754717875 4.11944440862567 3.98630261399991 6.24213690298647e-07 -BTBD2 3 4.95581034125788 2.11767291146091 1.33787045488903 2.85631407204748 2.67502116326842 7.20294517902599e-07 -TAF6L 3 4.88963700485552 1.80042990995676 1.08448977411488 2.77182855968594 2.48918623858825 1.01022092009054e-06 -SAMD9 3 4.85500845779491 1.18362541656224 0.617176799570363 2.54458188004334 1.98348002333372 1.20381605368114e-06 -VPS8 3 4.81711452842945 2.07711359294679 1.29336467133036 3.04904009897453 2.76596885243398 1.45649097371915e-06 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3.63245256351454 2.49992256233938e-06 -ZNF559 3 4.70439987870594 1.90824500877343 1.15020455348902 3.04938722649219 2.73933694334105 2.54613776625519e-06 -GPT2 3 4.69650313661058 3.55749454199881 2.52375008647339 3.80413684826253 3.74193188215017 2.64653173233406e-06 -DIS3L 3 4.65327733034252 1.70755340012692 1.03417403452691 2.91995837216042 2.46013062988974 3.26700371548787e-06 -PPM1A 3 4.64851546822171 1.85166200161401 1.18066832125834 2.69615988262673 2.45392593313903 3.34332553233579e-06 -CDYL 3 4.64407550834197 1.91216322065995 1.21874162823553 2.76057022357056 2.53837270703711 3.41602620041757e-06 -SLC38A7 3 4.58912947794384 1.21602973779873 0.651691563521823 2.61340727389549 2.09057820592418 4.45098295187405e-06 -CHEK1 3 4.55005606017249 1.77592723318094 1.09603981908161 2.83928151029418 2.54025640477418 5.36316250623892e-06 -MBTPS2 3 4.54839125565135 1.85412674202082 1.14554924298665 2.88097990029584 2.64841989757772 5.40575641459701e-06 -IPO7 3 4.54634117620048 2.46709460819141 1.71665186911127 2.81783984367879 2.80616263099241 5.45865261178227e-06 -C19orf29 3 4.54618057216654 1.00206633034487 0.532397007112493 2.23099766657806 1.75631663195211 5.46281738530788e-06 -DNAJC17 3 4.54264707262301 1.62313393218303 0.978307347644039 2.60904507238313 2.41318844957258 5.55522133156584e-06 -GUCY1A2 3 4.51842889340479 1.81721574054458 1.12889657979652 2.80388248180528 2.58976112797367 6.23001885037479e-06 -MED6 3 4.49488200518078 2.2070422813777 1.43500408825595 3.07727070078488 2.91996597540948 6.96085352078023e-06 -ZDHHC15 3 4.46250674441405 1.85579853295796 1.17214074434731 2.85935136442236 2.60445693822036 8.10063780637254e-06 -SALL2 3 4.45651945701267 2.74371787533613 1.91731352527918 3.2252796618733 3.15249269180066 8.33010436925433e-06 -IWS1 3 4.41401329383804 3.23693620265844 2.31344834358469 3.41063008537115 3.55676240000791 1.01471723655209e-05 -SCG3 3 4.40904905885414 3.47150124728608 2.57846808822582 3.26433093365969 3.4433403721201 1.03825505946175e-05 -PIGG 3 4.39943726272155 2.11099835460251 1.3664515305415 3.12891472678498 2.87708165187625 1.08531947133467e-05 -SCAMP5 3 4.34959779746134 1.54978109554831 0.953418586449802 2.57398584787524 2.33087258617585 1.36387449195847e-05 -RPS15A 3 4.32833864558417 6.84917269598158 6.10233096347607 1.71250814410029 2.93335514225935 1.50238340071137e-05 -DDIT4L 3 4.27876004199078 1.21706189818504 0.6849008254465 2.62497338873722 2.11437722644773 1.87937335821405e-05 -NAP1L3 3 4.27205411375791 1.68699473978425 1.03864785623928 2.90578333368018 2.58004917316804 1.9368055853237e-05 -TEAD2 3 4.26222834349834 0.77661594324035 0.423615860647351 1.63898852337373 1.40797646387669 2.02398469692795e-05 -APITD1 3 4.25972757816993 1.02069411899443 0.578279254861118 2.10565299336905 1.76565230248613 2.04676209673386e-05 -LOC728875 3 4.2387760092062 0.945308524211979 0.605303987689072 1.43306773293196 1.36364569227322 2.24741753103761e-05 -ZNF772 3 4.21723634311575 0.822076183422247 0.434955270683052 1.98901779213988 1.56054391082076 2.47314725685455e-05 -SLC6A8 3 4.1949014621362 2.59761561020167 1.86738016197459 2.89959801529171 2.9593644226859 2.72990238605109e-05 -TAF9B 3 4.17109128074976 2.65054702431947 1.87109902297863 3.2551565958955 3.1768357000414 3.03144390905758e-05 -BRF1 3 4.16190316730331 1.23436581531278 0.74034110589444 2.3432110945376 2.01796672509916 3.15606186824639e-05 -TLE4 3 4.15224694922568 2.45027079252138 1.73288647249521 2.99338510706066 2.9371491864883 3.29226711479511e-05 -MID1IP1 3 4.14914995874819 0.934182196342297 0.604057613276142 1.35710363314296 1.35262071792631 3.33712155550356e-05 -PCYOX1L 3 4.03084764468473 0.796071089416051 0.40259020698957 2.12464810086093 1.659527885003 5.55760612251633e-05 -SPG11 3 4.01919589790063 2.80286629702473 2.04238640526762 3.2128845722969 3.21666520682275 5.83971020107893e-05 -EYA3 3 3.99226252079455 2.00511372713601 1.35977296568482 2.79340696357306 2.74806693326301 6.54458618096693e-05 -P2RY14 3 3.9919884249405 1.05043943992539 0.594813258292548 2.32817191511285 1.94033491903199 6.55215717114674e-05 -UBQLN4 3 3.93817602619252 1.17978568504814 0.732372544267949 2.10347503139936 1.93139415258446 8.21033550627189e-05 -PDXP 3 3.91020751366228 1.3655476396562 0.848131032301494 2.51512564846811 2.24956143929496 9.22168633435993e-05 -SLC23A2 3 3.90710778320422 2.3937038761062 1.68467521478781 3.27084489229435 3.08507481213311 9.34074932434623e-05 -CPSF6 3 3.90345573465796 3.49167353483414 2.65391974097395 3.46285019367731 3.64858480654028 9.4828900339239e-05 -CUEDC1 3 3.88721643162453 1.00266386702562 0.588476544530035 2.09729988714881 1.81140424349499 0.000101400336996876 -ARHGAP33 3 3.87305682259216 1.28376654182344 0.80092467036672 2.53066662772428 2.11937768209381 0.000107478756399313 -LOC100499183 3 3.84785951913825 1.74550611925517 1.13072821628388 3.05736633006168 2.71616620910001 0.000119154342737438 -MLYCD 3 3.82749903421791 0.877692445845366 0.477395890376412 2.19972796272065 1.77796850712156 0.000129451891903157 -CDK4 3 3.81728806908057 6.74041580898943 5.75264672452304 2.95733125933913 4.39903882789839 0.000134926600111993 -CANT1 3 3.7961512691434 1.48948988033095 1.00859596648283 2.20733369685872 2.15359022688097 0.000146959846148166 -LRIG3 3 3.79590720312756 0.721599645608923 0.372582215414645 2.01913268420522 1.5631074409039 0.000147104520262292 -UBAP2 3 3.79091355582318 1.95451239023177 1.35439049809188 2.8482617580463 2.69124285256706 0.000150094190971605 -PLEKHA5 3 3.75840728218239 2.53733088835132 1.8448891466254 3.1303426518763 3.13210779266176 0.000170998379993891 -TRAPPC9 3 3.75327076555941 1.17821306515549 0.719748948006064 2.38458180174455 2.07659954710795 0.000174542146327769 -ISYNA1 3 3.72314478763723 1.42024761387376 0.890316383634978 2.87663851647047 2.41972989238289 0.000196756611147296 -STX2 3 3.70312301503088 2.01116026263575 1.41308526331391 2.81378127833618 2.74564769283462 0.000212961551031669 -C22orf32 3 3.68246605812719 2.90005811966647 2.23408550046344 2.81834152681272 3.07450300771451 0.00023098862975629 -EXOC7 3 3.65920185106052 2.72416174099515 2.04189188680382 3.26311899950508 3.16976537071849 0.000253002005730091 -C2orf72 3 3.63896307631763 1.52486441698871 0.996993948264045 2.78122255275779 2.46607918970912 0.000273738040554739 -RBFA 3 3.61367958857732 1.51618744036585 1.0004027114715 2.68810945189061 2.42647676927307 0.0003018820871595 -ZNF211 3 3.59054638281577 1.45226053738406 0.93227373328323 2.67779541046955 2.46200585861131 0.000329985499596229 -ZNF544 3 3.5843611845786 1.48751937035843 0.978607334849696 2.75215443536097 2.41372760330092 0.000337904219611975 -LOC100306951 3 3.57853809955773 1.09693118278125 0.703754627392452 1.98616002141961 1.86783826834661 0.000345521505015459 -SEC24A 3 3.57830902402586 1.57746224463592 1.06799751432255 2.55531406465761 2.42043587242816 0.000345824421803541 -TP53BP1 3 3.56323095516942 2.80892196806291 2.1105997390144 3.32236506771302 3.3317253636435 0.000366318118637275 -ZNF600 3 3.56185910622549 0.684274008043879 0.368118728296182 1.92146234075291 1.50897138186057 0.000368237994865205 -TDRD7 3 3.56184971562249 0.706457318055333 0.375367845357064 2.06156055884347 1.58025466698857 0.000368251169192217 -RYK 3 3.54526505430808 1.57992930703676 1.06171807888193 2.60206595773066 2.48493715467498 0.00039221846885702 -MTX3 3 3.50991325453413 1.08241442224712 0.680642147436548 2.12286016338948 1.94599124292064 0.000448252904036821 -TP53BP2 3 3.50797804933137 3.7163034101999 2.94264052950183 3.56171624523264 3.74931728629966 0.0004515263042535 -NBPF10 3 3.47523820880627 2.986467858709 2.44929538253142 2.32092624729501 2.62776470094296 0.00051039990097817 -EFR3A 3 3.45460285563047 1.29786931731093 0.83931863074403 2.52933074165556 2.2565581070256 0.00055110395979375 -ATP6V0C 3 3.4368194272963 4.319687112918 3.86757641424506 1.25687046138231 2.23637881955919 0.000588587862867017 -RAB15 3 3.41801279641871 1.07622855617064 0.661162830316728 2.42616637915162 2.06443155866395 0.000630801410868362 -RCHY1 3 3.39293411018357 2.02038450807102 1.41771757685026 3.11556479429864 3.01966828068613 0.000691482689295335 -WASH3P 3 3.3449209908049 1.84987959065751 1.48088514896608 1.48899353702521 1.87538855462554 0.000823060131742508 -RHBDL1 3 3.30606222920654 0.59435354664061 0.316821691808842 1.79478924756233 1.42711547393988 0.000946170717256849 -NIM1 3 3.30545657893331 1.96770850790562 1.39557446838448 3.19864117054961 2.94254851175776 0.000948217949781047 -BOLA3-AS1 3 3.29610548977335 0.939518522592254 0.564432464698574 2.28268031523321 1.93458189842836 0.000980351963427155 -TNS3 3 3.24315007472933 1.53196258239138 1.04114285869423 2.85033697109067 2.57283693443468 0.00118215924709582 -SUSD4 3 3.21893107147109 1.14172786906239 0.730116417205968 2.51902805440853 2.17386751641608 0.00128669410707673 -C15orf40 3 3.14782961002956 1.78758181355892 1.28799010778606 2.73805340790306 2.69812026727689 0.00164487543384402 -PPP1R26 3 3.10528440962038 0.85914831811657 0.520444320262239 2.25316894864077 1.85428395662307 0.00190096142733321 -RNF44 3 3.10333120094061 1.24468956586498 0.86112241651899 2.29448757011577 2.10121541342855 0.00191355359895905 -SMAD5 3 3.08980919798985 3.53125603423505 2.93258924523917 2.86925400121735 3.29390299818345 0.0020028511501469 -LOC81691 3 3.08225125373094 0.782375627695244 0.469882025608552 2.04389209672588 1.72357582133597 0.00205441352131548 -MDGA1 3 3.06138593586095 0.628683620285562 0.359470309447907 1.8090249516486 1.49498125507126 0.00220314916962427 -ZEB1 3 3.0539059083013 3.47397848133044 2.81005512567054 3.43977300442461 3.69589475184142 0.002258829145044 -PDGFD 3 3.02847233257937 0.637738815076343 0.349302354832403 1.91433338476347 1.61913793339792 0.00245793582963908 -LMF1 3 3.01595121033425 2.24217293433021 1.70387466793869 3.10574231006696 3.03428220722493 0.00256174476616422 -KCNN2 3 3.01188672192625 0.837357414621823 0.517939163757791 2.09437286621953 1.8029280441539 0.00259629462987888 -NSUN5P1 3 2.99215116529165 2.03525464045453 1.55711459482343 2.6911892928758 2.71661997037286 0.00277019055572273 -IFIH1 3 2.9888565026944 0.87873958675448 0.544017857768751 2.24511924315653 1.90386496621516 0.00280023610960219 -F8 3 2.98175035241511 0.763436317604559 0.45450955360202 2.00698137718279 1.76133334387751 0.00286605605684187 -PLA2G4C 3 2.95855970862117 1.27645975644652 0.867239574294197 2.66963883341352 2.35144056895433 0.00309080357958708 -ZNF692 3 2.95285617708375 1.77777226344358 1.2919283640973 2.9117861691782 2.79712426030006 0.00314848616073439 -CRTC2 3 2.94265727097097 1.37627317135368 0.993426452446323 2.21911964319145 2.21178316035361 0.0032540845238587 -NAIF1 3 2.93691175865857 0.483515386967396 0.261360429304809 1.60904390587957 1.2859450536684 0.00331498414927418 -HIATL2 3 2.85851473852224 1.4891195296155 1.08652918217594 2.42730783591386 2.39430913807385 0.00425629335867245 -COG1 3 2.8465431381211 1.49863616535647 1.05391938056253 2.77281623322247 2.65596930936771 0.00441967406259355 -INVS 3 2.81464201777486 1.01229836035984 0.667892942896287 2.38735778553264 2.0801952887827 0.00488315960598279 -GCAT 3 2.81232409053179 0.969702182641018 0.627391378737235 2.36946751519224 2.06924798141462 0.0049184918290788 -EGFR 3 2.78058338555937 8.39460158204196 7.71710142584918 3.17694650176996 4.14219726022139 0.00542613224900927 -NEDD4 3 2.77668962066377 0.772886357144745 0.493964387877776 2.00548819256047 1.70770435816441 0.00549155920161329 -ZDHHC8 3 2.74567349492216 1.01100010543135 0.708299835272695 1.98732298259298 1.87422280568014 0.00603868287585738 -DNASE1 3 2.70559856028135 0.523916229608503 0.306870958958617 1.64201098571102 1.36377984821377 0.00681814122609724 -KIF2A 3 2.6463606255485 2.53467871766827 2.05498257380701 3.00759970436805 3.081587487209 0.00813630258248117 -ZBTB41 3 2.57867602839635 1.33712450721546 0.983769839671932 2.3709669949579 2.32954631975061 0.00991797538899024 -DCXR 3 2.54761690045454 3.61446727666374 3.05188462552362 3.44140911577688 3.75413179269388 0.0108461506916675 -PURA 3 2.53034996148512 2.01173613183149 1.5923873229177 2.73945441941402 2.81742344350185 0.0113948808379534 -ZNF318 3 2.52788130909517 1.41806431767562 1.04739691705104 2.68601833240926 2.49278610123783 0.0114753138555842 -SPIN3 3 2.52127351041374 0.826032769331802 0.539784681986102 2.19129920944963 1.93010054512115 0.0116930924061049 -ZFP3 3 2.50996027529352 0.944483554475497 0.639565939142642 2.30640666404979 2.06525160076458 0.0120744743900702 -UBC 3 2.47749838299675 10.2104673012134 9.89779819432538 1.1769177759777 2.14550185456567 0.0132307008319063 -ZNF324 3 2.45587054656597 1.07486125464565 0.747820027234708 2.54600566666199 2.2638848559232 0.0140543775366523 -RPS29 3 2.44917864597179 4.44364523806832 4.10483867741957 1.72217422210877 2.35173643708298 0.0143182412584298 -BEND6 3 2.42375389073421 1.03276553487288 0.752440082164136 2.15682007582587 1.96621639827434 0.0153610116112423 -GGNBP2 3 2.39744927102114 3.05189046193646 2.54163127541327 3.53444717784852 3.61825113273262 0.0165096668830714 -RPAP3 3 2.39531204971289 2.1924298023185 1.76725140318432 2.88844375807008 3.01763281678623 0.0166062255938789 -SNX29 3 2.3874651841541 1.41943893615208 1.06157388310574 2.68164674065677 2.5482353942391 0.0169650095572576 -NR2C2 3 2.38562109453754 1.51184956984908 1.15444994122998 2.4892362738085 2.54688849405328 0.0170503080032895 -CNTNAP1 3 2.37819683198808 1.28690971618738 0.972825791556814 2.30939870708895 2.24520093092361 0.0173975364339062 -PER1 3 2.34477399114092 3.12104656444108 2.66113998977203 2.93185803988654 3.33446321583541 0.0190386163231545 -ZNF815 3 2.29743937061733 0.414193756810119 0.246326932456439 1.46176746288646 1.24216164846543 0.0215937180056699 -ABHD10 3 2.24533311965586 1.3322711370725 1.00257720348008 2.56434812404649 2.49624653224482 0.0247467553845599 -C17orf80 3 2.2163795970127 1.20710579778302 0.890921154292548 2.59799496245609 2.42523557698211 0.0266655158231351 -TRIM2 3 2.17484097110458 2.31882264875011 1.91471051768566 2.96834324870494 3.15886948600908 0.0296420356384355 -ABHD14A 3 2.16757904470942 1.82286676157307 1.45010520618288 2.91186926749266 2.92356983533123 0.0301907295651873 -SNORD116-26 3 2.16181060992185 0.650216121617399 0.462953397156306 1.44461640746217 1.4726210173554 0.0306327773405748 -KCNC4 3 2.14343973949296 0.292558403981425 0.164064559520356 1.35142690215557 1.01912708938708 0.0320778049876396 -HRASLS 3 2.10768077799917 0.931853774366771 0.672637228800667 2.23547120645236 2.09081296655755 0.0350586110828418 -ATP9A 3 2.0338138604152 2.15605197279304 1.78370411170285 2.95820104057958 3.11239681035548 0.041970366521337 -NAB1 3 2.02671137429921 1.43403970481113 1.12708657781216 2.66855824747581 2.57476417637419 0.0426919385611801 -PROX1 3 1.99444661432834 0.854090843476411 0.627549643425384 2.1473310415848 1.93099914571308 0.0461032686442205 -CCDC163P 3 1.99023702369186 0.724362321144492 0.509243236341225 1.99708110508895 1.83751732036673 0.0465648316478792 -HTT 3 1.97251474332772 2.02575312872827 1.66910845650959 2.94451447212473 3.0737800216287 0.0485508749431717 -APBB2 3 1.9698610893451 1.87136187924366 1.52250967335125 2.91641413464314 3.01067012234566 0.0488542929526014 -ZCCHC10 3 1.96146943257803 1.76888948573471 1.45564531061548 2.54082931423614 2.71493077358942 0.0498242873934793 -RUFY3 3 -1.96556424613337 2.91599964696109 3.33656991956503 3.0368084988776 3.63754713141573 0.049348967556493 -DAAM2 3 -2.08383214167104 0.525977748461017 0.824225925551688 1.84000134978044 2.43316951363754 0.0371754385745041 -STOX2 3 -2.41400357335001 0.30173023636278 0.575761068032365 1.32073203594924 1.92982896728664 0.0157783076180194 -ATCAY 3 -3.05261662545276 0.265572228014968 0.65850184432408 1.40689219170703 2.18826442404855 0.00226855558993392 -LOC375010 3 -3.56957664125158 0.105820150672655 0.401806902977271 0.670055528133466 1.40965508832916 0.000357558601448744 -BCAN 3 -4.24738714298154 5.51650656602858 6.77485459849344 4.85131015504388 5.03658568935348 2.16278049005184e-05 -TUSC3 3 -5.12874214201938 0.0324499543953149 0.820349274023337 0.486749315929723 2.61166315266037 2.91684545621196e-07 -TM4SF1 3 -5.13006974665495 0.557906287691052 1.64679530949995 2.04251649806878 3.60842472917828 2.89634843069756e-07
--- a/test-data/hcpc.cluster_description.4.tab Sun May 21 16:26:23 2023 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1231 +0,0 @@ -genes cluster_id v.test Mean in category Overall mean sd in category Overall sd p.value -TUSC3 1 9.64226245491482 1.58846421413198 0.820349274023337 3.47195156241725 2.61166315266037 5.30066060421869e-22 -USMG5 1 5.75087525581821 4.89295851056519 4.36307228245837 3.37773714868832 3.02077642160404 8.87826071601112e-09 -TM4SF1 1 4.30513402655702 2.12063826557369 1.64679530949995 4.15092195695276 3.60842472917828 1.66884668352345e-05 -WASF3 1 2.3686373498309 2.47567150728554 2.23304493116436 3.69290575886789 3.35822425701289 0.0178537498791563 -RPS6 1 -2.02142946490481 7.57774368453375 7.77324497980439 3.69929873265015 3.1707422903076 0.0432353271268453 -STOX2 1 -2.03230776521167 0.456131537141282 0.575761068032365 1.83974078909003 1.92982896728664 0.0421225088463805 -ZNF815 1 -2.05822775838923 0.168343625205738 0.246326932456439 1.13094339680922 1.24216164846543 0.0395682751672086 -HRASLS 1 -2.18810433400509 0.533092539417367 0.672637228800667 1.97970470343026 2.09081296655755 0.028662003293977 -RGS7 1 -2.19551232796286 0.424265280907165 0.556758256852023 1.84269641043328 1.97845817099046 0.0281268675582295 -SLC46A3 1 -2.19932643401432 0.144982391527422 0.231122889495804 1.00665735588557 1.28406669500027 0.0278547194069885 -DNAJC17 1 -2.2153408664982 0.815241917974638 0.978307347644039 2.44709487688109 2.41318844957258 0.0267366768381965 -SNORD116-26 1 -2.21953922153784 0.363255976963148 0.462953397156306 1.4602107605625 1.4726210173554 0.0264500619619391 -TRAF4 1 -2.23773936356703 1.69986945892419 1.89578850077877 2.99570575438043 2.87036446279182 0.0252380566805772 -MMS22L 1 -2.32530639430104 0.812459567234433 0.997601457649576 2.51271571130503 2.6103239362368 0.020055582629047 -C5orf27 1 -2.37942814531418 0.104218712338521 0.18554210390183 0.953354062599462 1.1205023866099 0.0173395232010564 -ZCCHC10 1 -2.40556425925154 1.25643774649768 1.45564531061548 2.73941541051855 2.71493077358942 0.0161475118508051 -TTC14 1 -2.48944983976246 1.47243473389029 1.71612883234859 3.20125431782565 3.20930896865728 0.0127940970848194 -CHEK1 1 -2.53589088145139 0.899550829542027 1.09603981908161 2.48119916324396 2.54025640477418 0.0112161677129475 -RPAP3 1 -2.59774718945401 1.52814380345402 1.76725140318432 3.05468847817467 3.01763281678623 0.00938375529133339 -WWC2 1 -2.59959178971297 0.434865234502408 0.595926378611705 1.87327021566575 2.03121325052878 0.00933347134960858 -DAAM2 1 -2.60045996272108 0.631228000366455 0.824225925551688 2.22216377988788 2.43316951363754 0.00930988819751711 -C11orf95 1 -2.64983816898038 0.241136723338671 0.36670211607124 1.33994462312251 1.55353308134087 0.00805303345340468 -KCNC4 1 -2.69074382136831 0.0804213287073027 0.164064559520356 0.717534516880271 1.01912708938708 0.00712929172422702 -CCDC163P 1 -2.72203965827676 0.356677857467215 0.509243236341225 1.65444314216044 1.83751732036673 0.00648803559183824 -TEAD2 1 -2.72205213103367 0.306713862196619 0.423615860647351 1.29194034433089 1.40797646387669 0.00648779071783175 -APBB2 1 -2.73295325990364 1.27153755341687 1.52250967335125 2.91866490815852 3.01067012234566 0.00627692391190147 -SPG11 1 -2.73871751141408 1.77367679292943 2.04238640526762 3.2337267763403 3.21666520682275 0.00616793451653255 -STX2 1 -2.76679359551292 1.18137158364863 1.41308526331391 2.70980195371616 2.74564769283462 0.00566105846815189 -AGMO 1 -2.8623935940156 0.542329556532382 0.736036212379138 2.04397579179877 2.21863106726791 0.00420454412911027 -SGK223 1 -2.8823814334399 0.298182507246432 0.437179495534188 1.3843946429886 1.58097075534843 0.00394681641324358 -ARID3B 1 -2.92176200377281 0.160356058802522 0.281948740024639 1.09436788539651 1.36437105082851 0.00348057392403883 -ZNF772 1 -2.93236680343932 0.295374886319228 0.434955270683052 1.34358301617205 1.56054391082076 0.00336389183213697 -MASP2 1 -2.94866632231244 0.289377482828885 0.412019090856802 1.26262842273047 1.36358465227773 0.00319148356121039 -TP53INP1 1 -2.96463514605474 0.617153570233708 0.800315053536902 1.90121590851185 2.0255025620396 0.00303042102637058 -ELP4 1 -2.98792551027535 0.979753471111881 1.23114458089402 2.62672279402127 2.75835428689567 0.00280878002742779 -RSAD2 1 -2.99013684834085 0.233202355959127 0.3868337017252 1.26614635025896 1.68445210809055 0.00278852486614307 -RYK 1 -3.01631090390108 0.833094185729773 1.06171807888193 2.37849760283947 2.48493715467498 0.00255870756057118 -ATP2B2 1 -3.13437297595946 0.238991178797506 0.384528572053305 1.25759861754222 1.52227745503338 0.00172221799339941 -LRIG3 1 -3.14882676607082 0.222452140588039 0.372582215414645 1.29333402861645 1.5631074409039 0.00163927339228592 -ZNF544 1 -3.2287359504238 0.740895453853218 0.978607334849696 2.24714497142373 2.41372760330092 0.00124338640863497 -EPN2 1 -3.27035073735749 2.43496995921139 2.77254780994505 3.43249673873756 3.38414925862716 0.00107414212241518 -RPS18 1 -3.29801495906207 8.41555230633911 8.64191423816786 2.77581386163632 2.25019765786645 0.000973709468012838 -ATP1A3 1 -3.31917253220042 0.168049085352608 0.289113068628839 0.910317048993741 1.19579030792616 0.000902846281812626 -MTBP 1 -3.32091804819734 0.384881712077264 0.579164139504745 1.73823679369761 1.9179852388187 0.000897218783204695 -LRRC37B 1 -3.33396404174905 0.439852305045517 0.639731413421163 1.77859456953113 1.96551512360064 0.000856177253431898 -SPIN4 1 -3.38034695391791 0.0770852458179392 0.17477396032571 0.688876241457225 0.947442832475607 0.0007239438052784 -BOLA3-AS1 1 -3.48769696661068 0.358627443870704 0.564432464698574 1.6771241420016 1.93458189842836 0.000487199921846061 -LOC286467 1 -3.48833290906418 0.248612536583686 0.4233647053482 1.3532477887989 1.64238340042071 0.000486042502518013 -TDRD7 1 -3.49416324141906 0.206945242651803 0.375367845357064 1.25937748124315 1.58025466698857 0.000475550144139792 -C15orf40 1 -3.50112347972175 0.999853237648716 1.28799010778606 2.65403708979844 2.69812026727689 0.000463301126082049 -BOD1L 1 -3.50545233479716 1.80736208026619 2.14709712010777 3.20083203683018 3.17735816748594 0.000455832114008195 -MYH10 1 -3.50547415439114 1.73774483617152 2.10139225838514 3.35772869710029 3.40097658353322 0.000455794752685397 -ATG16L2 1 -3.51587396115506 0.381030768232195 0.591808182204551 1.73229535089736 1.96544398879298 0.000438309007004495 -LRFN1 1 -3.52945579010502 0.0769903180802121 0.191118271995341 0.651984331854209 1.06011793720616 0.000416415272602038 -SDCCAG8 1 -3.55332620439281 2.87835636278365 3.28401104577321 3.89859240604234 3.7427542581373 0.000380392453076528 -MLLT10 1 -3.56342936288234 0.806516370913779 1.08106729382237 2.41422823003888 2.52594942903587 0.00036604122675754 -CDYL 1 -3.57289678495735 0.942107369917387 1.21874162823553 2.43331753929673 2.53837270703711 0.000353053945301451 -ABHD10 1 -3.57584324260533 0.730309549816878 1.00257720348008 2.27389911487868 2.49624653224482 0.000349100800794316 -INVS 1 -3.60350820948268 0.439248986504451 0.667892942896287 1.79258283285398 2.0801952887827 0.000313950826568254 -FMR1 1 -3.65474283132078 0.820721367034913 1.09504869907744 2.31389724348614 2.46083307155157 0.000257439899011093 -SGSM2 1 -3.69067681734685 0.884625704330811 1.18857342546738 2.42746609437599 2.69999383525672 0.000223658155567998 -MBTPS2 1 -3.71185426966082 0.845696613674801 1.14554924298665 2.48916312229151 2.64841989757772 0.000205746440809326 -RFX7 1 -3.79665122902927 1.1026256911837 1.42719072352901 2.68186028732554 2.80266327540895 0.000146663904970361 -DLG2 1 -3.84073756217631 0.466468398166941 0.713632633124568 1.79378253074763 2.10979808068387 0.000122665198986215 -LINGO1 1 -3.8774775220061 0.133417491802602 0.2897099718993 1.00456058670107 1.32147420968444 0.000105545075411079 -CACNA1D 1 -3.89911839896936 0.279917435239515 0.487079449811966 1.43041716242407 1.74186142144313 9.65435605734855e-05 -CUEDC1 1 -3.9085838552307 0.372520722531684 0.588476544530035 1.60159330520339 1.81140424349499 9.28387235753677e-05 -STK38L 1 -3.92316668252425 1.20456142138519 1.54916496873415 2.72872927441598 2.87973736405291 8.73926440543552e-05 -RBFA 1 -3.98886984678286 0.705175689390408 1.0004027114715 2.22656624603345 2.42647676927307 6.63888328140774e-05 -EYA3 1 -4.02628672557331 1.02228203407901 1.35977296568482 2.63252554026369 2.74806693326301 5.66645872458669e-05 -MDGA1 1 -4.03733062225179 0.175367606293413 0.359470309447907 1.15148033476185 1.49498125507126 5.40628515442421e-05 -RCHY1 1 -4.04575020564079 1.04507849243921 1.41771757685026 2.84031827244055 3.01966828068613 5.21558252633022e-05 -BAZ2B 1 -4.05963372451464 2.98291334849903 3.46955435390984 4.03767296928145 3.92999272916627 4.91497535068964e-05 -COX19 1 -4.0633099489556 1.04717151858784 1.38364780467688 2.49630817015669 2.71484105443514 4.83817168601867e-05 -ZBTB41 1 -4.06369752769733 0.695019285031676 0.983769839671932 2.16285458169071 2.32954631975061 4.83014102657277e-05 -NAIF1 1 -4.08075153853225 0.101296797209109 0.261360429304809 0.883627127525527 1.2859450536684 4.48903204044374e-05 -WASH3P 1 -4.10273774407669 1.24619485973781 1.48088514896608 2.02178119281593 1.87538855462554 4.08289961043602e-05 -F8 1 -4.14037976710701 0.232070091281346 0.45450955360202 1.41132200915057 1.76133334387751 3.46731309366299e-05 -LOC81691 1 -4.1404305739176 0.252208304212505 0.469882025608552 1.31677524993704 1.72357582133597 3.46654517252852e-05 -MED6 1 -4.14508607027482 1.0658212996354 1.43500408825595 2.75183996487767 2.91996597540948 3.39686094618632e-05 -ARX 1 -4.2112248604317 0.172380466442802 0.353019433607072 1.06616104582163 1.40628358633916 2.53989770336622e-05 -VPS8 1 -4.30924803407746 0.92980234009054 1.29336467133036 2.55746611102045 2.76596885243398 1.63810569720317e-05 -HTT 1 -4.31311331096887 1.26472465237608 1.66910845650959 2.94717251561679 3.0737800216287 1.60971564002092e-05 -CKB 1 -4.33003249462383 6.35883899919244 6.93357071400818 4.72252883225593 4.35154927181016 1.49087340487905e-05 -IFIH1 1 -4.33169655070477 0.292467887824633 0.544017857768751 1.51011099113929 1.90386496621516 1.47964776486873e-05 -PPP1R26 1 -4.36452187411764 0.273588701160343 0.520444320262239 1.37095266238021 1.85428395662307 1.27401101575091e-05 -TREX1 1 -4.39087953186675 1.35608825325699 1.7919003470775 3.17645761352935 3.25400078707718 1.12893077632194e-05 -CRTC2 1 -4.40643801408414 0.69615013354609 0.993426452446323 2.05658398496028 2.21178316035361 1.05084361665088e-05 -KCNN2 1 -4.40883712591948 0.275483378426534 0.517939163757791 1.40184983886512 1.8029280441539 1.03927145151164e-05 -PAK6 1 -4.46519481563852 0.113064692936538 0.303535832268129 0.906705012569382 1.39848774699096 7.99959270860575e-06 -TAF6L 1 -4.46945643823333 0.745144189884435 1.08448977411488 2.21493415968043 2.48918623858825 7.84186275749523e-06 -SLC31A1 1 -4.49838590948353 0.754148688872327 1.11859900663016 2.35662680308576 2.65614341754297 6.8471324814658e-06 -SAMD9 1 -4.50982880063011 0.344330549855162 0.617176799570363 1.54846708209069 1.98348002333372 6.48799632860953e-06 -GPD1 1 -4.51268972085927 0.0323599198404997 0.197812246309903 0.415264708869093 1.20200784560883 6.40106320946512e-06 -ZNF600 1 -4.53077720694437 0.159581396496353 0.368118728296182 1.03798322322785 1.50897138186057 5.87670878918232e-06 -APITD1 1 -4.53080849758569 0.334267362136349 0.578279254861118 1.49216452521499 1.76565230248613 5.87583835136407e-06 -MAGED4B 1 -4.5487204580684 0.0673930254459367 0.136548025765079 0.384206127176347 0.498430072598541 5.39730818727711e-06 -LYAR 1 -4.55803462785684 0.666541102201008 0.997857564916652 2.13979632465831 2.38306173701129 5.16345257486478e-06 -SPIN3 1 -4.57266925555829 0.270581725449378 0.539784681986102 1.44362777755503 1.93010054512115 4.8154995192327e-06 -SNX29 1 -4.58623178419171 0.705101700180308 1.06157388310574 2.26693764716255 2.5482353942391 4.51317546316578e-06 -ZNF853 1 -4.59367205625924 0.552434853067858 0.879601135637988 1.91662219420501 2.33495464795379 4.35513618571483e-06 -IWS1 1 -4.59596510205401 1.8148375463027 2.31344834358469 3.54152926545923 3.55676240000791 4.30750795349908e-06 -PRADC1 1 -4.60296957111067 1.0132903388131 1.42011297473606 2.70138870065454 2.89758979425945 4.16509102108725e-06 -TRAPPC9 1 -4.62816299004905 0.426597865495791 0.719748948006064 1.77856771036678 2.07659954710795 3.68923618526767e-06 -NEDD4 1 -4.64624414164164 0.251947977325103 0.493964387877776 1.25400112346607 1.70770435816441 3.38032924184613e-06 -ZBTB44 1 -4.6581114672146 0.712209675633427 1.04281214425939 2.08619966989474 2.3268378145973 3.19123414510317e-06 -ZNF211 1 -4.66110235750888 0.582241672937503 0.93227373328323 2.14962624357034 2.46200585861131 3.14520247055402e-06 -SLC38A7 1 -4.68315068449805 0.353060725777315 0.651691563521823 1.62759435876176 2.09057820592418 2.82498682383222e-06 -RNF44 1 -4.69883728784406 0.55996671720201 0.86112241651899 1.80919171801733 2.10121541342855 2.61646799805328e-06 -SMAD5 1 -4.71309925432318 2.45905925071146 2.93258924523917 3.44410420815889 3.29390299818345 2.43977282940939e-06 -C5orf30 1 -4.7172819931942 0.256984394994767 0.533440065213343 1.44802048741189 1.9213370660368 2.39016296770811e-06 -HIATL2 1 -4.73527828858515 0.740704622649901 1.08652918217594 2.17097876832182 2.39430913807385 2.18754727109388e-06 -TP53BP1 1 -4.73858809780747 1.62904212226203 2.1105997390144 3.2248934570298 3.3317253636435 2.15212461905818e-06 -RHBDD1 1 -4.74134074779224 0.566390862459383 0.91199684777554 2.07376720811001 2.38973632400827 2.12308506898236e-06 -SEC24A 1 -4.7574497895849 0.716762425132913 1.06799751432255 2.17500857906193 2.42043587242816 1.96054000467465e-06 -PLEKHG3 1 -4.76112505246136 0.238711837603495 0.512386382610167 1.38325979275153 1.88449380476037 1.92516704512077e-06 -PCYOX1L 1 -4.76368407408866 0.161456674767332 0.40259020698957 1.17094359130182 1.659527885003 1.90090043060485e-06 -C17orf80 1 -4.77496931796696 0.537693564488085 0.890921154292548 2.02264684965002 2.42523557698211 1.79734655087022e-06 -USP18 1 -4.7774076670194 0.208825231550945 0.467761357302067 1.22127962987346 1.77692967971076 1.77569542311616e-06 -LOC100306951 1 -4.78465833096651 0.431158110875181 0.703754627392452 1.65308272531647 1.86783826834661 1.71278437083218e-06 -NSUN5P1 1 -4.80982137992907 1.15855989056818 1.55711459482343 2.59849224501567 2.71661997037286 1.5106522834371e-06 -C2orf72 1 -4.81175282722852 0.635050740801002 0.996993948264045 2.15334928715515 2.46607918970912 1.49612314780581e-06 -MTIF2 1 -4.81346350329344 0.715162184418664 1.09936711156792 2.25498436247 2.61682779857836 1.48336701853352e-06 -CTBP2 1 -4.83943829545969 1.09119143465904 1.50851257447525 2.65601071516931 2.82712704961956 1.3020660885887e-06 -CHKA 1 -4.8466710328292 1.93779567962151 2.47479482771986 3.57485313641774 3.63245256351454 1.25550354244249e-06 -LRRCC1 1 -4.84758007561085 1.34781675234296 1.81632641109665 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1.38257170508753 1.93099914571308 6.83845366926592e-08 -PNP 1 -5.41761447369702 1.12144632474455 1.65214816356034 2.93820406779132 3.21153303399696 6.03994781987926e-08 -SF3B1 1 -5.41847293303779 4.11445007247377 4.82226423476522 4.62101538920164 4.28264659234623 6.01102370952454e-08 -POLD1 1 -5.4760240392934 0.236810774579517 0.568706819637836 1.37627256527413 1.98704008879192 4.34988621529318e-08 -CMTM6 1 -5.50332883715971 2.02103472984456 2.64201520918745 3.68117879300652 3.69932410486321 3.72686345911564e-08 -ANXA11 1 -5.5239109151998 0.350066903946749 0.708845869886559 1.63486364773818 2.12936546210391 3.3153561044406e-08 -DNASE1 1 -5.55172386319696 0.0759293284900706 0.306870958958617 0.723548050202234 1.36377984821377 2.82866173352604e-08 -SNRNP25 1 -5.58126767879694 2.44741478097925 3.09501672309233 3.87746985955691 3.80404099421495 2.38771834807956e-08 -MEIS1 1 -5.6210411148836 0.919216167523044 1.39236046377821 2.52246385424783 2.75960386762571 1.89810089198234e-08 -ZEB1 1 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2.64456787941165 1.20919652069796e-08 -DDIT4L 1 -5.70337104885254 0.317073320397979 0.6849008254465 1.47516715754364 2.11437722644773 1.17460906010983e-08 -MLYCD 1 -5.70434173389329 0.168039065622129 0.477395890376412 1.1132342773035 1.77796850712156 1.16793553292519e-08 -ATP6V1H 1 -5.72659403185687 1.60410439703753 2.20490687241989 3.26268336869143 3.43957841485494 1.02466977500838e-08 -COL6A1 1 -5.7631908987182 0.976153467906569 1.501945952365 2.57144789493395 2.99103342725221 8.25383465665659e-09 -NBPF14 1 -5.76430650842468 1.48664685064285 1.91995739606063 2.3962774633765 2.46446179891936 8.19942848082942e-09 -MXD1 1 -5.7795344204298 0.778854568236312 1.23815749510056 2.31777929438948 2.60541108287398 7.4907628367728e-09 -TAOK1 1 -5.80985045972887 1.89840084372082 2.50157301152567 3.25483170407325 3.40366052093886 6.25286693025152e-09 -ECM2 1 -5.82391228292933 0.473621711668949 0.868513578660932 1.80378562169006 2.2229682606452 5.74857561432042e-09 -LRRN3 1 -5.82634479259381 2.39419172117768 3.09647311339545 3.91968365592414 3.95170828446835 5.66545066652237e-09 -CCBL2 1 -5.83552015234936 1.06973935908425 1.62603089962875 2.77465926596606 3.12530768867703 5.36230146696581e-09 -CANT1 1 -5.87006067873423 0.622997085917675 1.00859596648283 1.92781660153059 2.15359022688097 4.35635669426412e-09 -MTX2 1 -5.88808004109003 1.04566928191149 1.59629945036287 2.81961845358385 3.06588736063503 3.9070789702495e-09 -MTX3 1 -5.89235934986635 0.33089014591757 0.680642147436548 1.44427249471407 1.94599124292064 3.8072011482439e-09 -SLC23A2 1 -5.90444672719688 1.12905887300963 1.68467521478781 2.79380460522688 3.08507481213311 3.53832181749343e-09 -LOC375010 1 -5.92415773325896 0.147083071417014 0.401806902977271 0.859716357573511 1.40965508832916 3.13902054173814e-09 -C19orf29 1 -5.92751994747633 0.21485152341565 0.532397007112493 1.1589523670124 1.75631663195211 3.07544000975741e-09 -PLA2G4C 1 -5.94142269117837 0.44109735880269 0.867239574294197 1.80488643238017 2.35144056895433 2.82558986097898e-09 -TMEM132E 1 -5.94698003942993 0.0598308021163253 0.331346363814133 0.593347930372698 1.49681505578475 2.73134702701528e-09 -SNAP23 1 -5.95958043953667 1.56603625718114 2.17663950920904 3.15502469176508 3.35902568545825 2.52886359207742e-09 -ARHGAP33 1 -5.96198646370305 0.415508932395474 0.80092467036672 1.56432785583106 2.11937768209381 2.49189795340836e-09 -RUFY3 1 -5.99068298376623 2.67188615726952 3.33656991956503 3.64236970491263 3.63754713141573 2.0896161495799e-09 -FBXO3 1 -5.9965794190642 0.833679156649669 1.36650036586939 2.51928829083334 2.91304914673812 2.01517077952473e-09 -TLE4 1 -6.00657725895764 1.19476146374012 1.73288647249521 2.66735401258093 2.9371491864883 1.89480706562267e-09 -DIS3L 1 -6.01185778469835 0.583048957899599 1.03417403452691 1.89128561918013 2.46013062988974 1.83409191112376e-09 -DCBLD1 1 -6.01626056406093 0.12547237121972 0.402583561230413 0.873049332773585 1.51007084921532 1.78492184491771e-09 -BTBD2 1 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1.29774278816247 2.06924798141462 7.27248379880109e-10 -ZDHHC15 1 -6.16149941117818 0.682662160651885 1.17214074434731 2.23563538724548 2.60445693822036 7.20593389624793e-10 -PIP4K2C 1 -6.18200406732081 0.730194298468211 1.24975853377397 2.28596376742711 2.75536958226061 6.32928946871399e-10 -NOTCH4 1 -6.20842639445546 0.548593381282174 1.03250378193203 2.00396487226617 2.55536720995496 5.35177785416217e-10 -ZDHHC8 1 -6.23931635053823 0.351611976779137 0.708299835272695 1.46434662791434 1.87422280568014 4.39487388947861e-10 -DCXR 1 -6.24844613395124 2.33638131530787 3.05188462552362 3.76511983117788 3.75413179269388 4.14556142468504e-10 -TMEM178 1 -6.26288848875034 0.543932105070307 1.02009072530707 2.03679781419881 2.49256716556762 3.77910874278847e-10 -MRTO4 1 -6.27319663964489 1.37118148224801 1.99139542267343 2.96416547613214 3.2413245622659 3.53709724729141e-10 -DCP1A 1 -6.30704757452359 1.68638543372241 2.39172335003718 3.46350738846098 3.66640993804368 2.8440843049934e-10 -ECI2 1 -6.33337501369637 2.82953262383029 3.62514019639346 4.13669711678033 4.11844813880529 2.39855619161355e-10 -C22orf32 1 -6.33743371861177 1.63976808786539 2.23408550046344 3.00954738043993 3.07450300771451 2.33623658213228e-10 -UBAP2 1 -6.35375649538956 0.832819351328762 1.35439049809188 2.30629075170804 2.69124285256706 2.10119362441132e-10 -LRRN2 1 -6.39478385303681 0.304800642897303 0.747138954781898 1.51908728702542 2.26776779933372 1.60774619678061e-10 -TGFB3 1 -6.40483977308361 0.432464822378847 0.876542947131342 1.68156183420404 2.27311291015791 1.50527376264684e-10 -TNS3 1 -6.41887788065272 0.537408612630666 1.04114285869423 1.96560847680888 2.57283693443468 1.37282475650936e-10 -RAP2C 1 -6.44071193251839 0.525527889103355 0.953806833308654 1.77045320117957 2.18003138442232 1.18914381037657e-10 -CAMK2G 1 -6.44893991295314 1.12573687261678 1.77543317323309 2.89359201064481 3.30287365744963 1.12635204595326e-10 -UBQLN4 1 -6.48893681797459 0.350098721200695 0.732372544267949 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4.86307006705682e-60 -EIF4H 1 -16.4581533189354 3.41519274386581 5.43653723239686 3.99734115345037 4.02651321448598 7.33028693298655e-61 -LGALS3BP 1 -17.0351089185855 1.96213700291035 4.2714830406014 3.7476234107982 4.44440877726372 4.50901419460413e-65 -ATCAY 2 20.7728026536892 4.45491454276599 0.65850184432408 4.02002425486977 2.18826442404855 7.62752787584005e-96 -METTL21B 2 18.0934587566483 5.63501572131045 1.27841167654757 3.93247987031655 2.88302211137892 3.58842516555552e-73 -TBK1 2 17.4829884610812 8.44333555018423 2.76772907492921 3.45585058838815 3.88703169824627 1.93107831483452e-68 -LOC375010 2 15.6609820008972 2.24559232157798 0.401806902977271 2.68799054359439 1.40965508832916 2.79547292457296e-55 -CPSF6 2 14.0978048789824 6.94982270596188 2.65391974097395 3.30513305277226 3.64858480654028 3.9176728021337e-45 -TMEM132E 2 14.0535602631828 2.08818965892285 0.331346363814133 3.35005002159007 1.49681505578475 7.3256607308359e-45 -CTDSP2 2 13.3526633258312 9.66035219465607 4.77079519547426 3.07636622589905 4.38453046518691 1.14288455892607e-40 -PCMTD2 2 12.3217884016302 6.03875532859973 2.45827021793916 3.53636082878477 3.47928178338769 6.91436896187802e-35 -ATP1A3 2 11.1497222997984 1.40263199264405 0.289113068628839 2.37643954975742 1.19579030792616 7.18301896751282e-29 -CDK4 2 10.9674201485069 9.78205058957063 5.75264672452304 3.51157568664017 4.39903882789839 5.48140952662341e-28 -TIMP3 2 10.5529061252487 5.79470814449308 2.54960837695085 4.25711061754956 3.68194635077355 4.92497669693087e-26 -NCAM1 2 10.4724946310438 7.43730867573036 3.95651315159743 2.87229189299456 3.97969549200274 1.15556900627494e-25 -GRIA1 2 10.1818172588912 3.2520300699069 1.08015076279439 3.73069162609392 2.55406453752588 2.39054703691574e-24 -LINGO1 2 9.86524067832711 1.37850191645198 0.2897099718993 2.50619191638906 1.32147420968444 5.88930400907075e-23 -RUFY3 2 9.62292842584454 6.2600114149415 3.33656991956503 3.17090145888004 3.63754713141573 6.39831312374908e-22 -DLG2 2 8.97019363266444 2.29422992375188 0.713632633124568 3.3708920013016 2.10979808068387 2.95993626336707e-19 -EXOC7 2 8.87308057206278 4.39087591574537 2.04189188680382 3.50975820336943 3.16976537071849 7.11498178320691e-19 -MPRIP 2 8.87300172614791 3.63180450744822 1.50701521065797 3.6535124188472 2.86725805638878 7.12002294233649e-19 -LANCL2 2 8.79388545414725 6.31848711124757 3.54424483208848 3.59479812797158 3.77733114352932 1.44474867439263e-18 -STOX2 2 8.59098718865756 1.96041235831345 0.575761068032365 3.03844307583749 1.92982896728664 8.62252486358008e-18 -MAGED4B 2 8.38161076377294 0.485455480292527 0.136548025765079 0.853393601339936 0.498430072598541 5.22082389943642e-17 -COL6A1 2 8.22006595150569 3.55535320199352 1.501945952365 3.72361742645587 2.99103342725221 2.0339130017125e-16 -TRIM2 2 8.1065655000368 4.05339688493564 1.91471051768566 3.96366706704278 3.15886948600908 5.20706538831995e-16 -GPD1 2 7.91156075043807 0.992045363524117 0.197812246309903 2.64716126612362 1.20200784560883 2.5418185000964e-15 -TAOK1 2 7.64713605332043 4.67539299389741 2.50157301152567 3.68022525166974 3.40366052093886 2.05504861288551e-14 -LDOC1L 2 7.5127910665758 3.82617288161464 1.81478856238595 3.88536262823833 3.20564352828687 5.78798648755888e-14 -SEMA5A 2 7.49368238376978 4.69169691781348 2.47047359261822 4.01962635812424 3.54910151185453 6.69676669575692e-14 -PTPRN2 2 7.31955774196401 3.08394980344089 1.33537765780891 3.86953882928807 2.86035668236101 2.4878951213818e-13 -PTPRG 2 7.12278278068309 3.1318796190412 1.44217283298735 3.50123382551738 2.84042368781202 1.05769447852889e-12 -ZEB1 2 6.94536073226016 4.95389786612383 2.81005512567054 3.73115603328436 3.69589475184142 3.77494467431427e-12 -FSCN1 2 6.92856851699356 3.24999062392973 1.84101305654341 2.30862398187814 2.43490510524178 4.25120262926889e-12 -SCAMP5 2 6.76112780721312 2.26960135884918 0.953418586449802 3.28063107252128 2.33087258617585 1.36921669283675e-11 -GUCY1A2 2 6.69447408462169 2.57685034600638 1.12889657979652 3.49847207076808 2.58976112797367 2.16448638493215e-11 -ZNFX1 2 6.68853741127274 4.46088317378964 2.47497474894194 3.6748915169293 3.55508128701579 2.25412025850076e-11 -BAZ2B 2 6.68049505221194 5.66225283568146 3.46955435390984 3.79571380877606 3.92999272916627 2.3813642225856e-11 -PROX1 2 6.66006533831992 1.70163573718753 0.627549643425384 2.98712607605126 1.93099914571308 2.73705877495787e-11 -TUBB3 2 6.65027392408304 5.3582199724735 3.11799567753424 4.31482612207919 4.03341998888576 2.9254803910596e-11 -RAB15 2 6.60643750050572 1.80022215198764 0.661162830316728 3.20280313247058 2.06443155866395 3.93678355540401e-11 -LGALS3BP 2 6.50217148679038 6.68500324186037 4.2714830406014 3.95040151377567 4.44440877726372 7.91687749725517e-11 -NUP188 2 6.45930249545219 3.99822258898637 2.15872674729144 4.03430614244991 3.40984521002832 1.05186667837666e-10 -PDXP 2 6.33254719130566 2.03787857427592 0.848131032301494 3.09206030292474 2.24956143929496 2.41146494811252e-10 -USP18 2 6.28237321216981 1.40009744852262 0.467761357302067 2.88708231394374 1.77692967971076 3.33443185017754e-10 -BEND6 2 6.25295133690373 1.77926142005147 0.752440082164136 2.70987283860006 1.96621639827434 4.0276766839137e-10 -CACNA1D 2 6.22708707649603 1.3929727789841 0.487079449811966 2.79144014006793 1.74186142144313 4.75187047995393e-10 -ATP9A 2 6.10875745764284 3.37161587549346 1.78370411170285 3.62565811186238 3.11239681035548 1.00409782842187e-09 -IPO7 2 6.10545754332226 3.14755282832645 1.71665186911127 3.45919220066791 2.80616263099241 1.02506601672514e-09 -SUSD4 2 6.05590513607615 1.82960483506749 0.730116417205968 3.19267866236733 2.17386751641608 1.39630275125447e-09 -PREPL 2 6.0033346474376 4.01040153140435 2.3034822391873 3.82147575176895 3.40441042297872 1.93305619787958e-09 -MTBP 2 5.96421155153551 1.53454562840596 0.579164139504745 2.96956243321881 1.9179852388187 2.45818092120805e-09 -CYB5R3 2 5.90755611667186 4.68027015824938 2.90006731603596 3.77139554664075 3.60813777083011 3.47220070278343e-09 -EPHA5 2 5.84569257684469 0.951165774800107 0.292465160172108 2.20299354425581 1.34919143072828 5.04464945766196e-09 -EGFR 2 5.83498059510853 9.7356942055271 7.71710142584918 2.70998541173533 4.14219726022139 5.37968276883177e-09 -C22orf32 2 5.78943038302811 3.72066890600209 2.23408550046344 3.16576759784877 3.07450300771451 7.06255209608715e-09 -C17orf80 2 5.69509329658575 2.04446284680994 0.890921154292548 3.30258488677098 2.42523557698211 1.23304476316941e-08 -SMARCB1 2 5.59395208329468 3.56453936612411 2.09816239761137 3.36881438938977 3.13868958659895 2.21958235435339e-08 -NOMO2 2 5.57928512673924 1.63415413556589 0.835984063393563 2.25486583465993 1.71292505134892 2.41509079428362e-08 -LOC100499183 2 5.4855596076136 2.37511618328915 1.13072821628388 3.60329111657703 2.71616620910001 4.12162543661585e-08 -EPN2 2 5.48168130255514 4.3218702616515 2.77254780994505 3.50691618860075 3.38414925862716 4.21302668893429e-08 -PIK3R3 2 5.42202809878232 2.3842006360493 1.14722672307041 3.3381582345239 2.73161981551432 5.89266165399549e-08 -MMGT1 2 5.41696284996091 2.94515165935411 1.60992509264632 3.63660103174004 2.95134911573059 6.06199299350056e-08 -RNF122 2 5.40372710138577 1.02869503323686 0.391816920198538 2.13108287592322 1.41118643658678 6.52702245616947e-08 -DCP1A 2 5.39632047104625 4.04413130449074 2.39172335003718 4.13787656591319 3.66640993804368 6.80214067799543e-08 -TMEM33 2 5.38306403293251 3.73053983012689 2.32063000160288 3.36539847870984 3.13605210503346 7.32284731399296e-08 -CNTNAP1 2 5.37872121220149 1.98141140865592 0.972825791556814 2.87794152132194 2.24520093092361 7.50167679392132e-08 -SPIN3 2 5.36926395750853 1.40529691495438 0.539784681986102 2.97287280403293 1.93010054512115 7.90586364564835e-08 -TP53BP2 2 5.3003142114877 4.60235099531234 2.94264052950183 3.8391740489246 3.74931728629966 1.15603551784362e-07 -HUWE1 2 5.26325708731671 5.83511946166425 4.06633579393597 3.6006506412171 4.02384842840634 1.4152545837408e-07 -EIF4H 2 5.25704919138798 7.20440465076622 5.43653723239686 2.98304955899629 4.02651321448598 1.46385167195773e-07 -TM4SF1 2 5.23001734421068 3.2229516808718 1.64679530949995 4.06889376095544 3.60842472917828 1.69494137113579e-07 -HNRNPK 2 5.19818640240178 7.898412184586 6.19403267975474 2.7683667377542 3.92587015877797 2.01242275573754e-07 -DDB1 2 5.19001274290269 4.72153997029671 3.10169340959255 3.67539315212676 3.73703298897897 2.10279689497833e-07 -SLC23A2 2 5.10603231843814 3.00028708007896 1.68467521478781 3.5676218846371 3.08507481213311 3.28993447176022e-07 -CTNNA1 2 5.05917501827245 6.31419007955473 4.55178708900864 3.79745217653813 4.17106535778326 4.210742525906e-07 -TNPO1 2 5.05615701255327 3.74056939268781 2.32015836159588 3.68705772316695 3.36368223983295 4.27789173336823e-07 -AHCYL1 2 5.0542413727141 7.87645144465577 5.96129036518246 3.28870430721028 4.53702117824738 4.32104854656696e-07 -MYH10 2 5.03909626840735 3.53270592931827 2.10139225838514 3.79730122018427 3.40097658353322 4.67735186257415e-07 -RFX7 2 5.01661822560543 2.60144052858649 1.42719072352901 3.36733590334182 2.80266327540895 5.25889205345348e-07 -SENP6 2 4.99730544130879 3.2771708488339 1.97436291233216 3.46936119101745 3.12151896869607 5.81369455874924e-07 -PURA 2 4.94789994674967 2.75665155460853 1.5923873229177 3.30475387816334 2.81742344350185 7.50184503697399e-07 -SALL1 2 4.91680186641075 4.02438540859025 2.61517805582657 3.6693088081166 3.43173441801784 8.7969505522334e-07 -GGNBP2 2 4.88877959127329 4.01896185260997 2.54163127541327 3.92161345117249 3.61825113273262 1.01463017681579e-06 -NAB1 2 4.86894945922435 2.17409758355337 1.12708657781216 3.12750663461426 2.57476417637419 1.12193095160688e-06 -AKAP1 2 4.84976101783549 1.64312358317665 0.735166780107847 3.18050720095152 2.241642367875 1.23610311530847e-06 -NBEA 2 4.84916074490755 1.3460062028382 0.56899206695651 2.82389457545507 1.91859724578724 1.2398492077313e-06 -GCAT 2 4.83123031631827 1.46231895319607 0.627391378737235 3.00794182651019 2.06924798141462 1.35691925158233e-06 -MMP2 2 4.7774486590365 1.75158515113804 0.80257782749011 3.22015881253221 2.37845540522353 1.77533358872532e-06 -RSF1 2 4.76156008190273 5.26716750469839 3.76901205165102 3.28310167056148 3.76729030873246 1.92102086985613e-06 -MASP2 2 4.75764711489975 0.953836372524214 0.412019090856802 1.82639485699917 1.36358465227773 1.95862506899414e-06 -DIS3L 2 4.75410669970617 2.01097395417939 1.03417403452691 3.33164381622953 2.46013062988974 1.99325754739363e-06 -MEIS1 2 4.71398962974348 2.47882083515133 1.39236046377821 3.43197292181346 2.75960386762571 2.42913031026024e-06 -DDR1 2 4.70475124756318 7.85149804871053 6.21556192475264 2.70185250206971 4.1634289142328 2.54175673138846e-06 -PGAM2 2 4.60774403431971 2.45810911727067 1.34292360342224 3.27533618568803 2.89787902552362 4.07061327545784e-06 -TOR1AIP1 2 4.60360456233869 3.84751983931498 2.4790042372344 3.91885841764692 3.55937068224202 4.15240564880473e-06 -VAC14 2 4.58356811375732 2.6384122439572 1.48529212079169 3.66807037286718 3.01225919843155 4.57107887952895e-06 -LRFN1 2 4.57444031877137 0.596132864584806 0.191118271995341 1.76242078830572 1.06011793720616 4.77494690838348e-06 -ATXN2L 2 4.56397264343416 4.18836325345509 2.88295314891711 3.38353301615366 3.42472272147529 5.01946223455435e-06 -ASPH 2 4.54878308551269 4.64383681432478 3.21715306636289 3.99436121476934 3.75538065046214 5.39570242886147e-06 -IPO13 2 4.54580972771503 3.03633303738867 1.810818439012 3.89703506879431 3.22796422573348 5.472445724932e-06 -GTF3C1 2 4.52737863740943 3.24449716383996 2.04165163818533 3.68895653282222 3.18115270774038 5.97198782460916e-06 -DENND5A 2 4.52242537551095 5.96163439870209 4.4529342666832 3.39509264579754 3.99441327808131 6.11350433037917e-06 -QDPR 2 4.49290537225992 3.93825500830328 2.53311053778265 4.09140847899178 3.74468408229745 7.02580087064189e-06 -ZNF324 2 4.4905158429427 1.59686186173268 0.747820027234708 3.03247841583969 2.2638848559232 7.1050889730171e-06 -ZNF853 2 4.48852515089822 1.75490860602837 0.879601135637988 3.12014017380404 2.33495464795379 7.17179581735982e-06 -EFR3A 2 4.47416157388259 1.68253049215905 0.83931863074403 3.00275716439336 2.2565581070256 7.67117200763792e-06 -PER1 2 4.46776164932704 3.90535217144616 2.66113998977203 3.40647711432784 3.33446321583541 7.90423038036116e-06 -DTX3L 2 4.45110308249807 2.17121861892601 1.23739161329133 3.22420379554836 2.51200358450226 8.54303181982533e-06 -LRRC37B 2 4.41140139036449 1.36388633711417 0.639731413421163 2.58112145725613 1.96551512360064 1.02703725647508e-05 -NDST1 2 4.33325754059776 3.68356867827597 2.36527968943384 4.06698539221467 3.64265131093934 1.46919070424755e-05 -EEF2 2 4.28170931164298 5.93832809280513 4.64451432079819 2.70392723271742 3.6180625264902 1.8546315733429e-05 -ZBTB44 2 4.25623689367824 1.86993577246813 1.04281214425939 3.0213341164873 2.3268378145973 2.07896428133988e-05 -ARMC5 2 4.24775753664606 1.72574313320495 0.918361290584963 3.02930779617693 2.2758348148346 2.15920890339776e-05 -BRD4 2 4.24414436911337 3.21076467834629 2.25816305098124 2.51894220334259 2.68746395631962 2.19429056204512e-05 -ZFP3 2 4.23326957754221 1.36974170576692 0.639565939142642 2.93370842338935 2.06525160076458 2.30318149022606e-05 -ERGIC2 2 4.22397726615435 3.74231818532713 2.49772025686894 3.70890820503921 3.52800327292172 2.40028273069969e-05 -ISYNA1 2 4.21623533551175 1.74237653630657 0.890316383634978 3.10756744260698 2.41972989238289 2.48414523378385e-05 -DOK5 2 4.1902904997875 3.1251943238606 1.93767813177195 3.76896390784392 3.39325802944854 2.78597541087859e-05 -ZNF318 2 4.17221001524941 1.91601666372906 1.04739691705104 2.96622862616468 2.49278610123783 3.01659392875712e-05 -NBPF14 2 4.16008474082023 2.77621174490136 1.91995739606063 2.70680466523195 2.46446179891936 3.18129537071364e-05 -VAMP5 2 4.12888140737803 3.32811138004567 2.21171903827709 3.68532582899992 3.23747122748596 3.64532351980296e-05 -CANX 2 4.12591063078043 7.7209543127848 6.34971014052453 2.78538830217483 3.97938955618671 3.69270656455997e-05 -TPD52L2 2 4.10088897845243 3.96934354096914 2.71007239656037 4.00182305258406 3.6767382866093 4.115659933712e-05 -EGLN1 2 4.05893369298539 3.05159976811498 1.94924235401141 3.81840949232628 3.25186081150705 4.92973079928885e-05 -ATP2B2 2 4.05570584381912 0.900159295299841 0.384528572053305 2.2454022158781 1.52227745503338 4.9983131343923e-05 -PLA2G4C 2 4.03336279931282 1.65933921706088 0.867239574294197 3.01475063479504 2.35144056895433 5.49842893288181e-05 -PCNP 2 3.992183748005 5.51915932118296 4.27701632892615 3.49546686438572 3.7254826820677 6.54676117014021e-05 -RGS7 2 3.97447875898743 1.21348632079117 0.556758256852023 2.71912076185418 1.97845817099046 7.05335563322125e-05 -STARD7 2 3.94638584185639 5.72943063368514 4.33765949752012 3.87012744122299 4.22269543507408 7.9339723072008e-05 -MARCH6 2 3.90535774066847 4.64270604287848 3.39678213303143 3.73590427270274 3.81990159715167 9.40860946489082e-05 -ZDHHC15 2 3.90437927106119 2.0214144966255 1.17214074434731 3.08107787492276 2.60445693822036 9.44675352714406e-05 -IFIT3 2 3.8894346498115 1.95321829501923 1.059998363872 3.63946921885743 2.7497512242036 0.000100478020349575 -ZBTB41 2 3.8644244675823 1.73562588443184 0.983769839671932 2.85739034550732 2.32954631975061 0.000111351439433071 -NEDD4 2 3.85195588875872 1.04334396937245 0.493964387877776 2.48341777043755 1.70770435816441 0.000117178134358361 -TP53BP1 2 3.83183662622447 3.17683907751997 2.1105997390144 3.58253550991122 3.3317253636435 0.000127190193239587 -PCYOX1L 2 3.8256823729261 0.93282959621473 0.40259020698957 2.38961494307702 1.659527885003 0.000130410347500622 -MMS22L 2 3.81412034512388 1.82911115818816 0.997601457649576 3.42541595958056 2.6103239362368 0.00013666886100375 -ARHGAP32 2 3.80779205956763 2.12480185173179 1.26999037216655 3.21421838423947 2.68793399280957 0.000140213095717165 -BOD1L 2 3.7784426826517 3.14976599639357 2.14709712010777 3.37665717157885 3.17735816748594 0.000157812164318032 -MDGA1 2 3.76940961628891 0.830108974752459 0.359470309447907 2.21556352658929 1.49498125507126 0.000163634150909702 -SMC6 2 3.76754374897847 2.14089190620097 1.29831536996012 3.14098238787535 2.67776545452431 0.000164861655816874 -CELF1 2 3.74524143748751 3.66231772082573 2.57326386962552 3.80981144181513 3.4816973186445 0.00018022037420165 -DCLK2 2 3.69523484124418 4.39456178886289 3.28595991346018 3.32180940845641 3.59215478912568 0.000219683640832646 -GPT2 2 3.67790994110196 3.67316146054343 2.52375008647339 4.24506082304872 3.74193188215017 0.000235152952478563 -LONRF1 2 3.66382006023452 2.08704396965812 1.25717294238978 3.30555851755565 2.71205157419823 0.000248481378654662 -ZNF187 2 3.6453347419994 1.74940567270159 0.976971359236505 3.35084910038197 2.53714694399624 0.00026704397591158 -ZDHHC8 2 3.62013356504383 1.27496215426255 0.708299835272695 2.30773643938306 1.87422280568014 0.000294450980814679 -VPS39 2 3.57407146474263 2.7381635041865 1.7747383793847 3.75275463122636 3.22757403844108 0.000351472932278985 -SAMD8 2 3.52788322327802 2.69825001089667 1.79868729105419 3.60454628556371 3.05308380446235 0.000418896913685577 -RSAD2 2 3.48775047916181 0.877495896475472 0.3868337017252 2.64276622458983 1.68445210809055 0.000487102429704924 -PSME3 2 3.48280441046645 3.80694339450396 2.72168496623374 3.79911411489708 3.73100266483345 0.000496190739167622 -SCG3 2 3.48016122399682 3.57929238642153 2.57846808822582 3.70593283615977 3.4433403721201 0.000501112129338497 -FMR1 2 3.44627380038777 1.80333763117886 1.09504869907744 3.0136812556599 2.46083307155157 0.000568374171570482 -HTT 2 3.43219941573291 2.55020565199718 1.66910845650959 3.60722838512701 3.0737800216287 0.000598707150328148 -ARID3B 2 3.42014524547045 0.671671319364294 0.281948740024639 1.98681304123989 1.36437105082851 0.000625877089928669 -COG1 2 3.4069736576211 1.80965579761408 1.05391938056253 3.18581521879457 2.65596930936771 0.00065687466375404 -TXNDC15 2 3.40066703547999 2.44641354141205 1.60774746431197 3.30526403453136 2.95288438221503 0.000672216526338938 -BRP44L 2 3.39601678682144 5.0957186657238 4.03176024246203 3.30886965244157 3.75125257481356 0.000683741660753155 -CAPRIN1 2 3.38823238381131 5.11745505590072 3.95538654814092 4.09640260749735 4.10657747394337 0.000703446376207433 -PLXNB1 2 3.37822029081432 2.78183485751535 1.82409262894116 3.78244964122703 3.3945495171133 0.000729566106909248 -PIGT 2 3.3611659035822 4.22106768505354 3.08979969492895 4.04340852459329 4.02992558818164 0.000776141907771522 -LIX1 2 3.35819831611276 2.06428453027702 1.26028656303082 3.49222252344793 2.86661975124951 0.000784523057334791 -PAK6 2 3.33756174466274 0.693357968228841 0.303535832268129 2.0290074524956 1.39848774699096 0.000845169411623013 -BRAT1 2 3.33089474819743 3.65627296201226 2.66455837422494 3.67369902342284 3.564899324041 0.000865673270723243 -RPAP3 2 3.31368606105676 2.6023856190208 1.76725140318432 3.23171799052936 3.01763281678623 0.000920748239896871 -SGSM2 2 3.31358558940148 1.93577794090219 1.18857342546738 3.31874721821529 2.69999383525672 0.000921079117454386 -PHLDA3 2 3.30672712253013 2.22785243783181 1.43044821160384 3.4271868049427 2.88736477018608 0.000943927945334584 -RHBDL1 2 3.29963204946617 0.71010285955767 0.316821691808842 2.08698927587875 1.42711547393988 0.000968116694979624 -ARL16 2 3.25199339656408 2.96817610459646 2.05892553706267 3.53636450931934 3.34776838255052 0.00114598684249498 -C21orf62 2 3.21826056784526 3.5165532008924 2.52565523543267 3.84645403596851 3.68662709269664 0.00128970596882291 -C5orf30 2 3.20384101276154 1.04754650034924 0.533440065213343 2.61001820513127 1.9213370660368 0.00135607338904911 -WWC2 2 3.20334584941127 1.13934920023173 0.595926378611705 2.6009215157461 2.03121325052878 0.00135840740650971 -MXD1 2 3.2031739047027 1.93516153655232 1.23815749510056 3.00659213969683 2.60541108287398 0.00135921875687816 -PPM1A 2 3.18736138711483 1.833906079484 1.18066832125834 2.88725860354501 2.45392593313903 0.00143577258170589 -CRTC1 2 3.17102570891633 1.3843190787346 0.84048820991675 2.70067637671518 2.05345679607853 0.00151901698845783 -PRPF40A 2 3.16653617767812 4.91415016375838 3.8694944525187 3.73279616383512 3.95011924712134 0.0015426615582403 -ACADVL 2 3.16495856940542 5.93605445189612 4.82241635398307 3.71409155905142 4.21305887568626 0.0015510503507848 -TTC14 2 3.15173993079902 2.56090261297153 1.71612883234859 3.63154389935446 3.20930896865728 0.00162300759593073 -RNF44 2 3.14675423489041 1.4133421545102 0.86112241651899 2.55163616510482 2.10121541342855 0.00165093665142111 -PARP1 2 3.13183441544233 5.02113760884821 3.94194472482467 3.90742573440115 4.12592907809389 0.00173717820481437 -ARHGAP33 2 3.06551994958863 1.34353870907691 0.80092467036672 2.63951235185261 2.11937768209381 0.00217291880976477 -RBFA 2 3.06251381727746 1.62103264324206 1.0004027114715 2.90239009670819 2.42647676927307 0.00219486342214737 -WDR13 2 3.05445419022796 3.34115537273282 2.43066365809118 3.83572459326865 3.56914226945789 0.00225470445661581 -MRFAP1 2 3.03837105070808 6.51276683570846 5.484830942261 3.5113908557634 4.05085501173341 0.00237860878616787 -ARPP19 2 3.02961987573378 5.65135779102149 4.67949039350554 3.52022138740057 3.84096500035399 0.0024486170890101 -ATG16L2 2 2.99039734189805 1.08267999240082 0.591808182204551 2.54097349904584 1.96544398879298 0.00278614763090396 -NFASC 2 2.98782177819243 3.34038698791774 2.45688869796808 3.7517181447895 3.54056443388042 0.00280973347164715 -TRIP11 2 2.98282211720401 2.68373504656193 1.88460827965755 3.61652295308629 3.20781859597649 0.00285603934045321 -PPP1R26 2 2.91870954970073 0.972451821537158 0.520444320262239 2.53795321825271 1.85428395662307 0.00351483549115972 -DUS1L 2 2.91535416232733 1.66491722243787 1.05566875627624 3.02541882316773 2.50221487197165 0.00355285111578961 -KIF2A 2 2.90406810313901 2.80239415172198 2.05498257380701 3.24263504481774 3.081587487209 0.00368348026391744 -TRAF4 2 2.89209451545346 2.58909943370543 1.89578850077877 3.04146872254527 2.87036446279182 0.00382682804078311 -PIN1 2 2.88370072235706 3.56784173148934 2.75938268364815 3.32203344989133 3.35682976364651 0.00393032080100655 -DYNLT1 2 2.87978451472561 6.28572214612302 5.39398280598946 3.01179281537953 3.70765582078082 0.00397947056667433 -NR2C2 2 2.86535092341552 1.76393950263067 1.15444994122998 3.02781995682068 2.54688849405328 0.00416547349945871 -CCDC84 2 2.84613476369775 1.70938466988272 1.12537535628973 2.80234715987977 2.45689044245034 0.00442534622511923 -SMAD5 2 2.83630157978304 3.71285354153003 2.93258924523917 3.27661619772766 3.29390299818345 0.00456393274870774 -SPIN4 2 2.83282633930426 0.3989305387149 0.17477396032571 1.43274842020035 0.947442832475607 0.00461384441281783 -PAAF1 2 2.81396800923286 2.38723086817129 1.65658384143258 3.43113748056459 3.10892283793887 0.00489340978538667 -CMTM6 2 2.79779389999593 3.50641892203911 2.64201520918745 3.85797878967799 3.69932410486321 0.00514529327626331 -ERCC1 2 2.7705507948194 3.89231095979747 3.0542591743301 3.54561907140235 3.62181461173672 0.00559615709383848 -CARD8 2 2.76762544853547 1.33714213334325 0.832436975699814 2.7681042945728 2.1834935090523 0.00564663090709532 -INVS 2 2.71662001041329 1.13985982592214 0.667892942896287 2.63752642224546 2.0801952887827 0.00659522797806424 -TLE4 2 2.71516731149389 2.39892771902701 1.73288647249521 3.17602613850573 2.9371491864883 0.00662422950403332 -CANT1 2 2.7142300070548 1.49678524972584 1.00859596648283 2.37178557386967 2.15359022688097 0.00664300255933171 -MAPKAP1 2 2.70334913088869 3.30345186401563 2.51907232084906 3.82871541740607 3.47412626778463 0.00686446023552488 -BCL2L1 2 2.6813812317713 2.83366915934878 2.12704295393215 3.32175656171985 3.15538714411116 0.00733189354846688 -C17orf89 2 2.65895853553367 3.52793108907792 2.81634254026721 3.06646210047256 3.20434200875776 0.00783826090160244 -RCHY1 2 2.65640462985845 2.08765152833666 1.41771757685026 3.47201663101195 3.01966828068613 0.00789787867263958 -C19orf60 2 2.64713627599698 3.54768990327252 2.78850006467824 3.44305931771963 3.43396263045739 0.00811766328568955 -BOLA3-AS1 2 2.63528629104087 0.990220491582773 0.564432464698574 2.52385863929873 1.93458189842836 0.00840663446769126 -MLLT10 2 2.61843834701073 1.63345693579252 1.08106729382237 2.94425911392757 2.52594942903587 0.00883332522173808 -NIM1 2 2.61651164283762 2.03859497815876 1.39557446838448 3.2560026858512 2.94254851175776 0.00888333347303116 -BLVRA 2 2.60792419373621 2.84410404464415 2.11013844100474 3.47469402701572 3.36978522750789 0.00910931252954184 -SEC24A 2 2.60083533916186 1.59375438970751 1.06799751432255 2.93362347139862 2.42043587242816 0.00929970790298079 -DHPS 2 2.59925103521008 3.30565041124592 2.52737307954509 3.79424672670576 3.58515249622822 0.00934274220008651 -LMF1 2 2.59764293308869 2.36215964848804 1.70387466793869 3.41054947564479 3.03428220722493 0.0093866045297926 -HIATL2 2 2.53399058461905 1.59324416069724 1.08652918217594 2.66348739206744 2.39430913807385 0.0112771761754597 -NGDN 2 2.50761508217059 3.47032301061898 2.69837838625856 3.78812078152609 3.68592718590732 0.0121548993910055 -AZIN1 2 2.49671653823183 4.91010074240811 4.06629645335009 3.87583510001374 4.0466343917006 0.0125349111846847 -DMAP1 2 2.49239791290407 2.97102305945666 2.25085069424206 3.53456220578729 3.45971680565753 0.0126883799786383 -MRPS2 2 2.48054895516174 2.7094032126265 2.01266877483188 3.63584101050032 3.36310906997719 0.0131180248916156 -NBPF10 2 2.47304077716935 2.9920409359837 2.44929538253142 2.57793484266083 2.62776470094296 0.013396885600958 -ARFGAP2 2 2.46184696644717 2.76215475106673 2.06375334626351 3.68698809229941 3.39676521310253 0.0138223630179554 -UBQLN4 2 2.4522485124749 1.12793395246436 0.732372544267949 2.15517377370771 1.93139415258446 0.0141966577371362 -ZNF211 2 2.43816490771615 1.43361179843338 0.93227373328323 3.06837320928921 2.46200585861131 0.014762037970944 -ZNF226 2 2.41228067615844 2.18181717720081 1.59530462963001 3.31258581802091 2.91119265891447 0.0158530722062314 -BBX 2 2.40261620267384 3.74922656323259 3.00220530860801 3.56761277068324 3.72280282589435 0.0162782618247804 -KAT2B 2 2.39875730983037 2.56272136804952 1.92050048508562 3.37785464595601 3.20567573450808 0.0164508138428719 -GPS1 2 2.39416148591051 3.58369633296424 2.82806453763639 3.86376482939513 3.77901191563964 0.0166584126334053 -DIXDC1 2 2.38716735115337 1.77612166506023 1.24155314144865 3.1618391900515 2.68127892557822 0.0169787604275075 -TMEM175 2 2.38578850180168 2.47434793026745 1.8527681831903 3.20297480328517 3.11951006996609 0.0170425490727173 -TAF9B 2 2.3603195598338 2.49734375012145 1.87109902297863 3.44581143916829 3.1768357000414 0.0182591986673963 -ZNF219 2 2.35899739642666 1.38055310579143 0.954155402946918 2.59816794059679 2.16425720719538 0.0183243843290951 -C19orf29 2 2.35434542314053 0.877740691466521 0.532397007112493 2.36818963095007 1.75631663195211 0.0185553593241012 -ABCB7 2 2.35140958115935 1.79025197624268 1.24846514698727 3.09298805978263 2.75880902100251 0.0187024344583425 -CHKA 2 2.35063929765175 3.18791786456697 2.47479482771986 3.84909095320939 3.63245256351454 0.0187411913830015 -CKB 2 2.33867317252409 7.78351794123286 6.93357071400818 3.57276731462541 4.35154927181016 0.0193523546155062 -FOXK1 2 2.32364589244689 2.16931978635704 1.65579028429839 2.83120935904477 2.64616506223323 0.0201444806286042 -FBXO3 2 2.31226467672003 1.92905392777246 1.36650036586939 3.41979802190272 2.91304914673812 0.0207631020137495 -FUZ 2 2.29965162731274 1.05100664147368 0.675738746288875 2.42805050659864 1.95389327902181 0.021467964684684 -UBAP2 2 2.29102648283622 1.86933629909041 1.35439049809188 3.02826868434102 2.69124285256706 0.0219618820282286 -SNX29 2 2.27714392919293 1.54620193335149 1.06157388310574 2.78664470452091 2.5482353942391 0.0227776321572205 -NAP1L3 2 2.27247502315873 1.52832025412382 1.03864785623928 3.11862536392589 2.58004917316804 0.0230578349026732 -MSH2 2 2.27021713298081 1.954256778972 1.40382397903977 3.18204108597092 2.90307587073282 0.0231944119813592 -ATXN1L 2 2.24431835700829 1.57992694146599 1.1075112720984 2.86127724737784 2.52035263941842 0.0248119252738981 -TMX4 2 2.22204033779809 2.85340483329087 2.20904356770605 3.58362129727003 3.47215388594025 0.0262805796673324 -SLC6A8 2 2.1885681364155 2.40830514828445 1.86738016197459 3.04808357295498 2.9593644226859 0.0286282438714602 -CAMK2G 2 2.16121251992507 2.37160020854295 1.77543317323309 3.54941197944854 3.30287365744963 0.0306789267340478 -TSSC4 2 2.15622510346927 2.67554675927164 2.06759646953405 3.58308148333 3.3759456756443 0.0310660922522099 -F8 2 2.15496352454599 0.771510094116678 0.45450955360202 2.26924912362417 1.76133334387751 0.0311646886566738 -LOC100306951 2 2.12865564738105 1.03581970363407 0.703754627392452 2.14131250404809 1.86783826834661 0.03328276088133 -CTCF 2 2.10266675835036 2.32669161555024 1.77633005596033 3.33891643180057 3.13400093332269 0.0354949098011832 -CUEDC1 2 2.08804603832843 0.904365159110594 0.588476544530035 2.05229913219022 1.81140424349499 0.0367936819665459 -C11orf95 2 2.07527159342991 0.635963435407965 0.36670211607124 1.89039611003369 1.55353308134087 0.0379613706161271 -SSFA2 2 2.06089395489083 3.5964297768802 2.96996899963071 3.61925912332051 3.63965079400452 0.039313158144877 -ZNF815 2 2.01629914661151 0.455502812575562 0.246326932456439 1.67566185417733 1.24216164846543 0.0437687041100374 -ACTR3 2 1.97042084250321 3.46164616287579 2.84954255017154 3.78378689513986 3.71952453473207 0.048790158809896 -PDGFD 2 -1.96279657129599 0.0838799005744965 0.349302354832403 0.797462068517206 1.61913793339792 0.0496698163803044 -FAM50B 2 -1.96973787451231 0.277622205488896 0.602948506180613 1.38794141237893 1.9775716012489 0.0488684198852101 -ARX 2 -1.98589671328006 0.119776719061986 0.353019433607072 0.957803610112224 1.40628358633916 0.047044793763977 -TEAD2 2 -1.99392291690401 0.189148560675332 0.423615860647351 1.09765073866541 1.40797646387669 0.0461604790799588 -TMEM205 2 -2.06135735976094 4.07080239104883 4.75029115106727 3.61869795890819 3.94684859347231 0.0392689596688154 -OXTR 2 -2.06335284280901 0.25886064339802 0.605444728373313 1.22578759000311 2.01120617232536 0.0390791168738804 -CEBPD 2 -2.21051410814101 5.7872681265778 6.50292214243738 3.6970720301887 3.87642422790301 0.0270695024857753 -P2RY14 2 -2.30295503526166 0.221614078716036 0.594813258292548 1.11745194248701 1.94033491903199 0.0212813731323695 -SGK223 2 -2.34096540940305 0.128080669709103 0.437179495534188 0.845801203816454 1.58097075534843 0.0192339490304215 -MZT2B 2 -2.36348714797572 4.8249487798603 5.43793869989577 2.74065842952726 3.10542872354116 0.0181038545802381 -PPP1R14B 2 -2.38685288377516 3.87796297171191 4.60180905092978 2.99836373569395 3.63113213033274 0.0169932899172748 -TMEM209 2 -2.38739057785256 2.2622642009703 2.9539720741831 3.25080469731201 3.46913117010202 0.0169684531925335 -GPR37L1 2 -2.42102592078543 2.57405100310551 3.3800754717875 3.62004730967596 3.98630261399991 0.0154767736543971 -ECI2 2 -2.44668852576693 2.78356910419881 3.62514019639346 3.69891609350751 4.11844813880529 0.0144175374065652 -RRBP1 2 -2.45039351740532 1.57476799952193 2.21609071608672 2.55262652647725 3.13373498676054 0.0142700163063041 -LSM4 2 -2.47144650140238 3.87715816903431 4.72855935948786 3.87354385641515 4.12481539787806 0.0134567684256059 -TREX1 2 -2.52398096991376 1.10596647052382 1.7919003470775 2.54958597421103 3.25400078707718 0.0116034209763478 -UBC 2 -2.54140239618917 9.44241096041551 9.89779819432538 1.58301125562322 2.14550185456567 0.011040876803804 -MTX2 2 -2.56718218734783 0.938957410693055 1.59629945036287 2.46082663236709 3.06588736063503 0.0102528727483628 -PNP 2 -2.58803205064222 0.957986594222843 1.65214816356034 2.37664626933125 3.21153303399696 0.00965259989020394 -SFXN5 2 -2.66130643598377 1.60483162246454 2.33959230772275 2.8764751070434 3.30576900923319 0.00778380809435649 -SLC25A48 2 -2.69161832517218 0 0.357665097651329 0 1.59105269424238 0.00711062695579182 -CYB5R2 2 -2.69573976500733 0.0937194719251764 0.480295795294499 0.738614266944195 1.71703348209605 0.00702325122783752 -LOC286467 2 -2.75682277291732 0.0452166103116369 0.4233647053482 0.50553707184469 1.64238340042071 0.00583659764440641 -WWOX 2 -2.82126075894676 0.584831848376619 1.20810487153537 1.73481890865046 2.64518821609904 0.00478353025810987 -SYAP1 2 -2.94863691934933 1.90590769078367 2.75142258047857 2.93529452214136 3.43337656703888 0.00319178718402552 -DAAM2 2 -3.05422413565873 0.203568731808501 0.824225925551688 0.994334277750706 2.43316951363754 0.00225643430080931 -RPS18 2 -3.08365205426306 8.06239940189352 8.64191423816786 1.32302502651086 2.25019765786645 0.00204476588394703 -PIP4K2C 2 -3.08401997662002 0.540057292902096 1.24975853377397 1.92653852807822 2.75536958226061 0.00204223881947922 -RPS29 2 -3.24533131479755 3.46741790721745 4.10483867741957 1.71866003541478 2.35173643708298 0.00117314045396808 -ATP6V0C 2 -3.27316341776242 3.25622407055652 3.86757641424506 1.72296580256134 2.23637881955919 0.00106350970216675 -CD320 2 -3.35202768178498 2.06231674193206 3.14963769559695 3.24842525519915 3.88393218693422 0.000802219970414907 -TUSC3 2 -3.3862169765103 0.0817472953853619 0.820349274023337 0.677174589506687 2.61166315266037 0.000708633303569397 -RPS15A 2 -3.39075359533115 5.27164016546869 6.10233096347607 2.52437319545281 2.93335514225935 0.000697007365644854 -STK38L 2 -3.40315497592144 0.730675434715162 1.54916496873415 2.1248155004097 2.87973736405291 0.000666124854024286 -UNC93B1 2 -3.40939052508742 0.312825363078537 1.04671143308388 1.54537683518555 2.5773498404183 0.000651082035071857 -CTBP2 2 -3.43211797222476 0.698137535191806 1.50851257447525 1.95812503251293 2.82712704961956 0.000598886981217815 -PRDX6 2 -3.51300527739187 4.21269249007316 5.46842916883764 4.01890859387264 4.2799752262213 0.000443068676372303 -RPS20 2 -3.54100730963408 5.25496952091056 6.14676208805082 2.69454155357997 3.0154942362466 0.000398602535201039 -PAMR1 2 -3.68730294434721 0.335641431561049 1.20390398704153 1.61707262239001 2.81944566585081 0.000226643478955637 -DDIT4L 2 -3.87852589047423 0 0.6849008254465 0 2.11437722644773 0.000105091343578101 -DHRS3 2 -4.41550269782668 0.615656204888562 1.80583830467969 1.93689487241381 3.22741443763857 1.00775522970565e-05 -REXO2 2 -4.48217294761692 1.70665655986044 3.09145870144648 2.87167164265631 3.699308872646 7.38868250220279e-06 -MAN1C1 2 -4.53698523935855 0.261516840711655 1.36071421817363 1.38228544186942 2.90088020752924 5.70640988721786e-06 -COL4A5 2 -4.70501754739245 0.276569521223914 1.37267382007762 1.39190768604162 2.78940844389389 2.53844119889018e-06 -ELOVL1 2 -4.87155138480318 1.26841454263245 2.76922172084662 2.65937347017319 3.68874885823794 1.10725356760696e-06 -SOD2 2 -5.11386746842445 3.20421155105253 5.23701043863648 3.9955755260869 4.75955580751029 3.15628846119889e-07 -LPAR1 2 -5.32482308866448 0.230263815135718 1.57594858814207 1.19562274786479 3.02593526311617 1.01051339804698e-07 -RPS6 2 -5.5919940243342 6.29241169983764 7.77324497980439 3.26265635031234 3.1707422903076 2.24476547853006e-08 -USMG5 2 -6.28287641667683 2.77797609132196 4.36307228245837 2.53442594868353 3.02077642160404 3.3236526961437e-10 -MSN 3 16.0517904479025 6.9551953376918 4.2465710313166 3.17672342658521 4.13523643987058 5.55384912266791e-58 -RAB1B 3 15.5173660259808 6.5040221912266 4.21982467408295 2.5297512525606 3.60737014752399 2.64695237882452e-54 -SOD2 3 15.2516059645294 8.19915973374168 5.23701043863648 3.48131441328957 4.75955580751029 1.6063309523866e-52 -ELOVL1 3 15.2020008645692 5.0574786422182 2.76922172084662 3.54901743859274 3.68874885823794 3.42982764144858e-52 -PRDX6 3 14.4077355459469 7.98472632791544 5.46842916883764 2.71649517139768 4.2799752262213 4.62631342399431e-47 -SFT2D1 3 14.3208169502131 5.50855280314059 3.3591870628629 3.07235642735822 3.67804962815772 1.62205149556521e-46 -PEPD 3 13.8975214472783 5.03846538751272 2.82729889367572 3.87907627777882 3.89905308600781 6.55729941721181e-44 -EIF4H 3 13.4936929434229 7.6536352606635 5.43653723239686 2.71006293830131 4.02651321448598 1.70349460271749e-41 -TMEM205 3 13.4654838361722 6.91898063312143 4.75029115106727 2.65831639998625 3.94684859347231 2.49677337178775e-41 -LPAR1 3 13.4344431791816 3.23478762534648 1.57594858814207 3.63566342915108 3.02593526311617 3.7991523505571e-41 -RHOB 3 13.2946941044648 6.88930494502539 4.71101761989564 2.74247997754789 4.01524335084268 2.48487366384887e-40 -LGALS3BP 3 13.2468021177672 6.67390887350813 4.2714830406014 3.73427558375579 4.44440877726372 4.70842419770931e-40 -PAMR1 3 13.2024577532198 2.72285392248275 1.20390398704153 3.73040334118386 2.81944566585081 8.49185078078478e-40 -REXO2 3 13.1968789336548 5.08358454869783 3.09145870144648 3.41180534628648 3.699308872646 9.14459935369904e-40 -SFXN5 3 13.1761339638742 4.1169934271569 2.33959230772275 3.36159562020432 3.30576900923319 1.20404612612001e-39 -EEF2 3 13.0652649643049 6.57345660492229 4.64451432079819 2.66860711532587 3.6180625264902 5.20032448640396e-39 -CD320 3 12.9528915955687 5.20251651131405 3.14963769559695 3.63889275538365 3.88393218693422 2.26267742537156e-38 -DDR1 3 12.8126658621538 8.39234723556417 6.21556192475264 2.65465013218309 4.1634289142328 1.39266374408459e-37 -YIPF3 3 12.781239891539 5.69131883751374 3.58861723743724 3.66270591541968 4.03162115401474 2.08715431351508e-37 -TINF2 3 12.7492415108968 3.81760072328472 2.03066097305148 3.80537906246338 3.43479338611989 3.14793101355184e-37 -SORL1 3 12.7284184053353 4.29795378772253 2.44317703867792 3.72629838336527 3.57101978591624 4.11081983601762e-37 -AZIN1 3 12.688198741545 6.16146460822049 4.06629645335009 3.459259848038 4.0466343917006 6.87487308523689e-37 -STARD7 3 12.6507289762022 6.51752778891782 4.33765949752012 3.52951574889724 4.22269543507408 1.10841566193549e-36 -SLC20A2 3 12.5271465766722 4.35250697905498 2.48796733869936 3.90285175825152 3.64749342964535 5.30367232456958e-36 -SIRPA 3 12.4208040879947 3.65846143627266 2.06653624791957 3.2820482134441 3.14085580775681 2.01525742445323e-35 -PIGT 3 12.3814575369878 5.1258745628966 3.08979969492895 4.02791067419235 4.02992558818164 3.29307410820571e-35 -PFKL 3 12.3701848925391 5.73969924877986 3.70029562074114 3.70273278453606 4.04019245219207 3.78948102522342e-35 -SEPN1 3 12.310686740555 4.8559633993458 3.10002059468282 3.27397516698966 3.49545038252865 7.93451533823225e-35 -HS6ST1 3 12.2928231565098 2.91770253422804 1.546055223177 3.11907137458347 2.73442413618999 9.89875743251336e-35 -PCNP 3 12.1683891350363 6.1268836578349 4.27701632892615 2.90713669823889 3.7254826820677 4.58032532847926e-34 -LIMS1 3 12.1618396549352 3.00613743305636 1.59089516958538 3.33827438465492 2.85171797127177 4.96283198818118e-34 -BCL2L1 3 12.103892342987 3.68552802938332 2.12704295393215 3.34426822284922 3.15538714411116 1.00719747957354e-33 -RHOJ 3 12.0983673475026 4.04525125945171 2.29043149098165 3.86921899266638 3.55451873379549 1.07732479311588e-33 -DHRS3 3 12.0396591720185 3.39143916906175 1.80583830467969 3.70393389368861 3.22741443763857 2.19862122378434e-33 -HNRNPK 3 12.008002796874 8.1177074808795 6.19403267975474 2.54688691764439 3.92587015877797 3.22540632030577e-33 -TUBB3 3 11.9667934704786 5.0875872881384 3.11799567753424 4.08642105007074 4.03341998888576 5.30390317188396e-33 -AGFG2 3 11.9536416447102 2.786778723478 1.42873176596891 3.33710343359099 2.78413064823246 6.21413454392262e-33 -NFIC 3 11.9135945309692 4.86225290808985 3.19015864983816 3.20844560689471 3.43948164944428 1.00547352730592e-32 -PPP1R14B 3 11.6254518534828 6.32437888675441 4.60180905092978 2.76351256613141 3.63113213033274 3.05970133029485e-31 -ZSCAN18 3 11.616687583109 4.83174462308211 3.0032950375548 3.80550215275375 3.85723178628524 3.39027452184687e-31 -PSME2 3 11.5727555891436 5.7545554836048 3.88241490620633 3.43610806727194 3.96439328275535 5.66340174572443e-31 -SSFA2 3 11.562755078662 4.68726827842584 2.96996899963071 3.4874478995895 3.63965079400452 6.36338353355953e-31 -MAN1C1 3 11.5377613609918 2.72648019820715 1.36071421817363 3.54737471241103 2.90088020752924 8.51114732320019e-31 -DENND5A 3 11.5213864072013 6.33087846221262 4.4529342666832 3.18807996205704 3.99441327808131 1.02941177940831e-30 -TMEM209 3 11.4890740014294 4.58038452951979 2.9539720741831 3.28376176327882 3.46913117010202 1.49708038601668e-30 -CAPRIN1 3 11.2897109957557 5.84724129429205 3.95538654814092 3.60667551911192 4.10657747394337 1.47520929981422e-29 -UNC93B1 3 11.2704508270629 2.23204232854336 1.04671143308388 3.37588542796662 2.5773498404183 1.83627258569333e-29 -SYAP1 3 11.2560114516492 4.32841973131414 2.75142258047857 3.43280093283117 3.43337656703888 2.16329885823707e-29 -ACER3 3 11.0606318652946 2.81653709171673 1.48582273051979 3.46245133235525 2.94835627847545 1.94720899661369e-28 -ACTR3 3 11.0570437894733 4.52777224377915 2.84954255017154 3.73909639324478 3.71952453473207 2.02667468593706e-28 -PSMB5 3 11.0413494118119 6.3422815686925 4.45345903667139 3.33384055779955 4.19221992232306 2.41380578968458e-28 -PLEKHB1 3 10.9445008986697 5.47086583102114 3.58038823821959 4.13968847689214 4.23302301012143 7.06055128512612e-28 -LRRC14 3 10.9174403189082 3.80173866922883 2.20895745783206 3.92272904163523 3.57528242373749 9.51393268407485e-28 -CANX 3 10.5991536875206 8.07083583808923 6.34971014052453 2.72322646804943 3.97938955618671 3.00688896260739e-26 -TPD52L2 3 10.5603697093592 4.29447951133394 2.71007239656037 3.76224224434136 3.6767382866093 4.54866752258465e-26 -PIN1 3 10.5090756938568 4.19890625660766 2.75938268364815 3.14797174900124 3.35682976364651 7.84587238828398e-26 -FAM108A1 3 10.448026667806 2.04901668475154 1.11754248677865 2.55888553031837 2.18479962823475 1.49605606240401e-25 -LSM4 3 10.4202046658675 6.48246291991068 4.72855935948786 3.15688477808321 4.12481539787806 2.00521224343279e-25 -LRWD1 3 10.4171309745618 3.00943253009511 1.6823783589701 3.59826238725206 3.12187552627144 2.07106609742448e-25 -CTNNA1 3 10.4143359833583 6.32435761354035 4.55178708900864 3.50970351457356 4.17106535778326 2.13280708199669e-25 -MAPKAP1 3 10.3296110176941 3.98345475326648 2.51907232084906 3.56060191218819 3.47412626778463 5.17700923682822e-25 -MEN1 3 10.3142142944926 2.6049965716185 1.37723127482654 3.49817253726294 2.91711976415645 6.07763741543113e-25 -SSBP4 3 10.3010905580826 3.42191356065007 2.15967749375609 3.05906888805568 3.00284168923191 6.96669713193547e-25 -ERCC1 3 10.2735592365345 4.57260985878642 3.0542591743301 3.42239179465662 3.62181461173672 9.27194144714825e-25 -CEBPD 3 10.2020476294947 8.11669939595821 6.50292214243738 2.42530855955217 3.87642422790301 1.94135699992906e-24 -NBN 3 10.1862410454698 3.38433474380412 2.02077162804716 3.50012932082227 3.28047212937674 2.28426399231951e-24 -BET1L 3 10.1357429294338 2.89889860550388 1.66348416284919 3.40782652492011 2.98697882172327 3.83447572071531e-24 -SALL1 3 10.1048119082109 4.03021196771778 2.61517805582657 3.36250416109528 3.43173441801784 5.25964015940018e-24 -BACE1 3 10.0513326717145 3.46934882621248 2.13349024294865 3.46080094078086 3.25695602182539 9.0633339657256e-24 -ASPH 3 10.0474375534069 4.75684637929722 3.21715306636289 3.40641166694889 3.75538065046214 9.42872480432685e-24 -WDR13 3 9.89871008885822 3.87233879371891 2.43066365809118 3.746375275892 3.56914226945789 4.21678536938387e-23 -CTSL1 3 9.88565137285319 4.35167928582132 2.82943934831688 3.70389953654408 3.77357405821673 4.80446965865311e-23 -CYB5R2 3 9.74975702452141 1.16341658146341 0.480295795294499 2.5060122539343 1.71703348209605 1.84910306291061e-22 -TWSG1 3 9.62323432076908 3.38765982143666 2.12064370208655 3.42057281027694 3.22653318120379 6.37930778603832e-22 -NDST1 3 9.53946766135335 3.78324852070025 2.36527968943384 3.94347119526736 3.64265131093934 1.43567359050474e-21 -GPR37L1 3 9.52898372002062 4.93011150094886 3.3800754717875 4.16351222764748 3.98630261399991 1.58830443360033e-21 -UPF1 3 9.50510098358321 3.46524413441611 2.15645854201062 3.63904925371212 3.37432435495039 1.99854008980284e-21 -LANCL2 3 9.49575073894808 5.00790181491781 3.54424483208848 3.32869940982237 3.77733114352932 2.18630251370028e-21 -TMEM175 3 9.49462483269051 3.06138642392769 1.8527681831903 3.46966993896517 3.11951006996609 2.21005751380821e-21 -FAM120A 3 9.46606599195994 3.19434042477919 1.98712910113643 3.38114909094039 3.12527925353255 2.90581836311979e-21 -TSSC4 3 9.3978481054872 3.36223585382657 2.06759646953405 3.6715334230097 3.3759456756443 5.56903475521308e-21 -CAMK1 3 9.35613838779614 2.92957300768733 1.73083704265131 3.53925608569987 3.13979978119335 8.27042355641597e-21 -EIF2B3 3 9.35396676542423 2.85792277358678 1.66570760837127 3.56251809680392 3.12344509109775 8.44207789065409e-21 -BRP44L 3 9.34587766898469 5.46237052534757 4.03176024246203 3.1379753308514 3.75125257481356 9.11304861668745e-21 -NCDN 3 9.30783500214328 2.83724090205563 1.76353260778002 3.06687317837642 2.82691459643261 1.30464468346392e-20 -EXD2 3 9.2386279010718 2.29106510946069 1.24643824376979 3.400911730546 2.77095052456587 2.49678290787598e-20 -OXTR 3 9.23603641289911 1.36344118124761 0.605444728373313 2.87630473691701 2.01120617232536 2.5579747394644e-20 -GTF3C5 3 9.22351599167274 3.07381410288451 1.84207418476104 3.65349965242795 3.27263497531954 2.87514444393982e-20 -VPS26B 3 9.2171814763111 3.61389973268075 2.3070056852492 3.6064577922098 3.4746998684946 3.05012045590069e-20 -ARPP19 3 9.2078037542289 6.1226732062477 4.67949039350554 3.10285338453924 3.84096500035399 3.32865569928121e-20 -WWOX 3 9.15034979752986 2.19579160296591 1.20810487153537 3.30663219407765 2.64518821609904 5.67494912772926e-20 -EBAG9 3 9.03291894165727 2.19130368832762 1.24809961202986 2.98121428687921 2.55889586367354 1.6715248437908e-19 -MRFAP1 3 9.01627069416435 6.97521633319014 5.484830942261 3.07160584337018 4.05085501173341 1.94601169811997e-19 -ALKBH7 3 9.01352925522245 3.38011041493752 2.21604412612361 3.24560043684279 3.16488472273715 1.99529684309856e-19 -FAM50B 3 9.00938786419559 1.32997869503558 0.602948506180613 2.74519327001343 1.9775716012489 2.07209815891062e-19 -NFKBIL1 3 8.99999382722026 2.02657453561275 1.09353944733672 3.13785937784415 2.54056798568167 2.25730372498904e-19 -GLRX5 3 8.98894839605521 3.45890398550205 2.2411195385968 3.35949877031083 3.31998859804292 2.4960719064174e-19 -USP39 3 8.83143683819043 3.31866815223301 2.08892485901989 3.71692513996938 3.41238600194807 1.03339546309195e-18 -TOLLIP 3 8.81501841476072 3.68566680879088 2.43647993249996 3.50642515982466 3.47279578244997 1.19665391367787e-18 -MZT2B 3 8.76594486056698 6.54876267311188 5.43793869989577 1.98194671532681 3.10542872354116 1.8521665921469e-18 -SALL2 3 8.75500224591914 3.04356479593242 1.91731352527918 3.34172867259283 3.15249269180066 2.04099421125857e-18 -ACADVL 3 8.71355201627341 6.32043665883105 4.82241635398307 3.53159753258867 4.21305887568626 2.944984572147e-18 -PDCD2 3 8.69241644185618 2.94941803581358 1.83081378695977 3.42506454983718 3.15363187331074 3.54810774509781e-18 -TXNDC15 3 8.69218981306139 2.65511856858447 1.60774746431197 3.33388831643443 2.95288438221503 3.55519453012342e-18 -RRBP1 3 8.67533613221919 3.32545331727548 2.21609071608672 3.27625727452502 3.13373498676054 4.12330744206214e-18 -TAOK2 3 8.66243712248237 1.64932405385057 0.902619221609706 2.59796239413956 2.1124377647499 4.61783712965189e-18 -UBLCP1 3 8.65769947304985 3.04987496403993 1.92473136211965 3.41638654474487 3.18478782829268 4.81380665711605e-18 -DMAP1 3 8.65233041641822 3.47236509354863 2.25085069424206 3.65451179094506 3.45971680565753 5.04583034412059e-18 -PCDHGB7 3 8.63606364285924 1.73230407382415 0.914411981790048 2.91203935172751 2.32089360183772 5.8183105933458e-18 -DFFA 3 8.63497022886296 3.32346267079947 2.11227083146088 3.70196055834082 3.4373768499807 5.8742334129937e-18 -VAMP5 3 8.61092158575051 3.34929523344722 2.21171903827709 3.22293143084391 3.23747122748596 7.247555313912e-18 -CYBASC3 3 8.55476570584905 1.77588525710472 0.931379232673646 3.11255403950207 2.41918838434838 1.1810837266746e-17 -FOXK1 3 8.54937596190009 2.57894882191879 1.65579028429839 2.90743410281709 2.64616506223323 1.23755785608283e-17 -DDIT4L 3 8.54452925323582 1.422118191675 0.6849008254465 2.87199431936941 2.11437722644773 1.29061269944258e-17 -COL4A5 3 8.53424088598608 2.34408243778469 1.37267382007762 3.15535996767246 2.78940844389389 1.41078632661734e-17 -PIP4K2C 3 8.50151937474505 2.20563408207922 1.24975853377397 3.2719326725696 2.75536958226061 1.87125138183048e-17 -MYD88 3 8.46102618543679 2.52847025305496 1.46018021465872 3.63779786783421 3.09414880336973 2.65034878815295e-17 -NFASC 3 8.43788971954712 3.67596612875724 2.45688869796808 3.6883681461261 3.54056443388042 3.23118271963086e-17 -NCAM1 3 8.40949448463325 5.3221797165472 3.95651315159743 3.57981325651605 3.97969549200274 4.11781590029019e-17 -SEL1L 3 8.39420013837673 2.34914913394858 1.42790632790713 3.01779714557332 2.68948945701165 4.69076536109216e-17 -MID1IP1 3 8.39259708178361 1.06728833308099 0.604057613276142 1.56082838468722 1.35262071792631 4.75519055253814e-17 -C16orf53 3 8.38209623060617 3.19913445049804 2.11778726613736 3.3299084209673 3.16145909955292 5.19932981884444e-17 -C21orf62 3 8.36376524982182 3.78387351036517 2.52565523543267 3.82847413934136 3.68662709269664 6.07477326810503e-17 -CCDC106 3 8.31587446173666 1.59940569280654 0.926589742260221 2.30895307630774 1.98272923670122 9.10781905979622e-17 -SGCE 3 8.30901499740225 3.82472235153816 2.5991719253594 3.64370257221315 3.61457049144985 9.64997267869946e-17 -U2AF1L4 3 8.29371848559988 2.58955448877291 1.61883975159428 3.12563464732548 2.86825255665534 1.09762047365794e-16 -TSR2 3 8.28668451146781 2.64046286301716 1.61477473598543 3.39956218215952 3.03325959336944 1.16448985381899e-16 -PSME3 3 8.23224575690435 3.97502476294964 2.72168496623374 3.77703913919272 3.73100266483345 1.83735817482507e-16 -ECI2 3 8.22591839078897 5.00756953417586 3.62514019639346 3.84919990014987 4.11844813880529 1.9370087274928e-16 -MFN2 3 8.21234017305606 2.48378003327481 1.50860509227109 3.35352475969356 2.90998438484533 2.16918691853915e-16 -PARP1 3 8.20870172237532 5.32398652080869 3.94194472482467 3.77169876683647 4.12592907809389 2.23592912981176e-16 -CHCHD4 3 8.13754809825165 1.34012076042166 0.689267944743095 2.49573156898004 1.96003702743208 4.03363166625334e-16 -ATP5D 3 8.13644519655386 6.49183790942273 5.28754190788265 2.61466107489501 3.62721749224334 4.07052979484662e-16 -MRPS2 3 8.08054801045492 3.12160535823145 2.01266877483188 3.63185415441163 3.36310906997719 6.44763668953722e-16 -ANP32A 3 8.05939690650783 2.34277978496723 1.57592557437213 2.32132836371942 2.33176789569353 7.66717726220735e-16 -TMEM150A 3 8.03868399702489 1.67678518408728 0.903904423514669 2.93716560414508 2.35614815800651 9.08084263424131e-16 -WDR5 3 8.00559339533388 2.3540417072636 1.44562329236664 3.07446395638926 2.78078528878054 1.18891957435697e-15 -FLJ42709 3 7.9975795874629 3.4789057219476 2.36634964240071 3.44824565203173 3.40908945204334 1.26888757258421e-15 -BRAT1 3 7.99276247770562 3.82726225049346 2.66455837422494 3.75485529471738 3.564899324041 1.31948193074921e-15 -OBFC2B 3 7.8935186990844 3.18686685131792 2.12682257421744 3.433549292259 3.29100407417496 2.9378352531288e-15 -CTDSP2 3 7.88050730696984 6.18074032543074 4.77079519547426 3.26141917653383 4.38453046518691 3.26054554039806e-15 -ZNF226 3 7.85077037048635 2.5279320194262 1.59530462963001 3.14174911315531 2.91119265891447 4.13489435523528e-15 -MTX2 3 7.84607535135994 2.57789733397412 1.59629945036287 3.31531089564918 3.06588736063503 4.29259083685129e-15 -DDB1 3 7.77041981787916 4.28663340547663 3.10169340959255 3.58735368244836 3.73703298897897 7.82264190105866e-15 -MARCH6 3 7.6763978792438 4.5933424504302 3.39678213303143 3.62544921020407 3.81990159715167 1.63624380396906e-14 -WIPI2 3 7.66791697741064 3.90763188802382 2.77645962622528 3.64292674486484 3.61515066179373 1.7481197171831e-14 -CYB5R3 3 7.66317360422518 4.02834687478991 2.90006731603596 3.5460183888167 3.60813777083011 1.81393883368644e-14 -NEMF 3 7.63085105922472 3.59633509299041 2.50205701602806 3.45693511666069 3.51422673099679 2.3320898669928e-14 -NTHL1 3 7.57487338584381 1.84021487230295 1.05066508134334 3.12962767562762 2.55434292251923 3.59478051149588e-14 -MRTO4 3 7.54803111392315 2.9897415684726 1.99139542267343 3.46165539919021 3.2413245622659 4.41887374099974e-14 -C19orf60 3 7.54710471034792 3.84605000222873 2.78850006467824 3.33582789881269 3.43396263045739 4.4504077288498e-14 -P2RY14 3 7.45892279831928 1.18539192535657 0.594813258292548 2.56710044789338 1.94033491903199 8.72326982399252e-14 -DHPS 3 7.42587314150427 3.61374892965693 2.52737307954509 3.64704161376049 3.58515249622822 1.12038341066074e-13 -PNP 3 7.37251677897477 2.61831718143519 1.65214816356034 3.56485848261166 3.21153303399696 1.67436512552966e-13 -CTBP2 3 7.34598229452468 2.35597440508803 1.50851257447525 3.08143209381809 2.82712704961956 2.04253414398853e-13 -CCBL2 3 7.33606802868186 2.56161121146711 1.62603089962875 3.49243136904847 3.12530768867703 2.19960247867476e-13 -TGFB3 3 7.25712933688853 1.54969134332616 0.876542947131342 2.82680585074519 2.27311291015791 3.95391606259389e-13 -QDPR 3 7.19846160966872 3.63307795575417 2.53311053778265 3.82744932789185 3.74468408229745 6.08956857442487e-13 -BBX 3 7.19442724398803 4.09513243079586 3.00220530860801 3.66471921528992 3.72280282589435 6.27235020967929e-13 -SLC25A48 3 7.1938066219123 0.824720356371729 0.357665097651329 2.32678776616667 1.59105269424238 6.30094211057766e-13 -ARFGAP2 3 7.17028571795546 3.05761728823113 2.06375334626351 3.6714874962241 3.39676521310253 7.48414043331375e-13 -ATP6V1H 3 7.16744360670428 3.21089867804081 2.20490687241989 3.56307909512246 3.43957841485494 7.64111263299476e-13 -RFT1 3 7.11822655379919 1.90683231999312 1.12794605917844 3.18428657297975 2.68149686264226 1.09324569016498e-12 -FGF11 3 7.11786758074007 1.99187741747254 1.22594871172741 3.1242095256169 2.63702045497207 1.09609599248684e-12 -DYNLT1 3 7.1165896817875 6.47068669664834 5.39398280598946 2.75205054845244 3.70765582078082 1.10630202259906e-12 -FSCN1 3 7.1133375410961 2.5477867903311 1.84101305654341 2.34394586356689 2.43490510524178 1.13269799634328e-12 -MRPL19 3 7.07898349479637 3.6477492666458 2.671667170996 3.25898290447646 3.37901798336581 1.45215677874836e-12 -BRF1 3 7.06023076080512 1.32171809773456 0.74034110589444 2.5547501791843 2.01796672509916 1.66226325071694e-12 -C2orf74 3 6.9961001802653 2.18445234287799 1.3980056536451 3.03173432175977 2.75478890447395 2.63185382297014e-12 -HDAC1 3 6.9948559951636 1.93357306181629 1.17724516906698 3.07876977067764 2.64975911905622 2.65531522950851e-12 -COMMD1 3 6.99410598236497 3.12310643383643 2.18141679182915 3.27276433217837 3.29951905556855 2.66955706404738e-12 -TMEM178 3 6.96656123958207 1.72867298110877 1.02009072530707 2.9591108617839 2.49256716556762 3.24781557358004e-12 -RFK 3 6.9315537975094 2.7009844158665 1.80915586331594 3.33143813440237 3.15301350233651 4.16243099889266e-12 -PRPF4 3 6.9312182880844 2.04980506494711 1.25506542213589 3.27114649309222 2.80989671533263 4.17231649374434e-12 -ECM2 3 6.90821248587487 1.49516191776 0.868513578660932 2.66791969299158 2.2229682606452 4.90798480026615e-12 -LOC100499183 3 6.88007167290644 1.89328861578836 1.13072821628388 3.22879136505197 2.71616620910001 5.98224546121589e-12 -CES2 3 6.82669400103434 1.9354737230965 1.21303923011514 2.98230469969456 2.59336170301921 8.68937632967995e-12 -LOC152217 3 6.82631102146008 4.15008164067933 3.09183367447957 3.48326470975438 3.79906240068932 8.71259340821941e-12 -GPS1 3 6.82611677992789 3.88069738689557 2.82806453763639 3.78237577543186 3.77901191563964 8.72439198418067e-12 -GPT2 3 6.76743996782424 3.55709482614968 2.52375008647339 3.85989316337562 3.74193188215017 1.310810101862e-11 -CTU2 3 6.75211905319269 1.67554848969424 1.01892502493334 2.73917135247059 2.38314991785302 1.45701237694891e-11 -PRPF40A 3 6.66438860537249 4.94371996686119 3.8694944525187 3.54057038126495 3.95011924712134 2.65769391314476e-11 -CXorf40B 3 6.6570977737095 2.08292847777794 1.35330036670706 2.95830900277909 2.68591137754192 2.7928740748198e-11 -AHCYL1 3 6.61031366253913 7.18511112987355 5.96129036518246 3.90580511546389 4.53702117824738 3.83506568878364e-11 -USF2 3 6.60393048104219 2.27540222771854 1.54898452709758 2.82022365097918 2.69562193431826 4.00397343538569e-11 -TMEM51 3 6.60024039413584 1.26242466840473 0.707838477965436 2.63334911630763 2.05913278677496 4.10491611022072e-11 -HUWE1 3 6.59974694920458 5.14999778465858 4.06633579393597 3.64437036052587 4.02384842840634 4.11860169201102e-11 -PLEKHA5 3 6.59484033633759 2.68776949666593 1.8448891466254 3.37358797409342 3.13210779266176 4.25713758985729e-11 -ATXN2L 3 6.58359641898708 3.80300766021745 2.88295314891711 3.36339796760535 3.42472272147529 4.59202553805467e-11 -LOC728875 3 6.50826169117753 0.967456494542887 0.605303987689072 1.55233511310673 1.36364569227322 7.60253953150756e-11 -VAC14 3 6.47615924326455 2.28133195773273 1.48529212079169 3.3427607865746 3.01225919843155 9.40867511793491e-11 -ANXA11 3 6.46736042472119 1.27080174247378 0.708845869886559 2.64371995545524 2.12936546210391 9.97295836156955e-11 -TOR1AIP1 3 6.46442049897063 3.41792244559627 2.4790042372344 3.52650596222258 3.55937068224202 1.01687740712596e-10 -NGDN 3 6.45312037807237 3.66898101218229 2.69837838625856 3.61526442800889 3.68592718590732 1.09570253530729e-10 -LRRN2 3 6.4265495826258 1.34184368194141 0.747138954781898 2.8942788169287 2.26776779933372 1.30532858118845e-10 -PAAF1 3 6.4048049395417 2.46911644149794 1.65658384143258 3.39678386425971 3.10892283793887 1.50561746142953e-10 -C1GALT1 3 6.39267421510221 2.7684457968895 1.91747070534442 3.43089353652995 3.26219060167843 1.63009332518644e-10 -DTX3L 3 6.38923507817854 1.89232037891278 1.23739161329133 2.76759671180852 2.51200358450226 1.66717597169775e-10 -STK38L 3 6.37647377579536 2.29846957594282 1.54916496873415 3.1260002194836 2.87973736405291 1.81211762092647e-10 -PPAP2A 3 6.33424558199592 2.65873697363609 1.83361996759995 3.42469796135736 3.19224119204061 2.38505368551285e-10 -AIG1 3 6.28304598978935 3.31029156054769 2.41228748606703 3.4868883806995 3.50254017038492 3.32002793722865e-10 -TREX1 3 6.26468420728548 2.62374414152269 1.7919003470775 3.39473305002129 3.25400078707718 3.7358170723596e-10 -DUS1L 3 6.26159524240526 1.69501267041393 1.05566875627624 2.91597093026376 2.50221487197165 3.81058965034238e-10 -TNS3 3 6.25837626437786 1.69819354831018 1.04114285869423 3.08405846882579 2.57283693443468 3.89006359075857e-10 -ZNF219 3 6.25032465000219 1.50615198915892 0.954155402946918 2.49427876793679 2.16425720719538 4.09600368666519e-10 -FUZ 3 6.21994102823337 1.17165923329095 0.675738746288875 2.39712518234065 1.95389327902181 4.9734177097289e-10 -RHBDD1 3 6.20978955530018 1.51754936128714 0.91199684777554 2.83032349867643 2.38973632400827 5.30556039102659e-10 -LYRM4 3 6.20833496342856 2.32162083166435 1.59138270479829 3.08551005403227 2.88246750453032 5.35489180992619e-10 -BTBD3 3 6.17455286697392 1.71869889161911 1.07230622812524 3.01082808902464 2.56546421671883 6.63509772630404e-10 -EGFR 3 6.17311826593169 8.76052421571849 7.71710142584918 3.2055192986203 4.14219726022139 6.69560882214465e-10 -PLEKHG3 3 6.1589829499051 0.986004884296247 0.512386382610167 2.48669543788088 1.88449380476037 7.32136077939127e-10 -MRPL35 3 6.15704787353658 1.67237348100215 1.05653697500154 2.79857956535329 2.4511390879506 7.41134508067433e-10 -CCDC51 3 6.13886989213131 1.30690828452844 0.749408806610441 2.72371862050291 2.22551790330329 8.31106003080185e-10 -RCC1 3 6.1384608916535 0.835052612632254 0.426190128796765 2.19985877205387 1.63227310828071 8.33248194618815e-10 -NBPF10 3 6.10294170401438 3.10370645615309 2.44929538253142 2.49184746648613 2.62776470094296 1.04133831212899e-09 -DNAJC4 3 6.09950097870213 2.26870756427124 1.56062738391994 2.92679013345319 2.84487500336036 1.06400108735746e-09 -VPS39 3 6.09399487806748 2.57734593175044 1.7747383793847 3.53230814260309 3.22757403844108 1.10127185117296e-09 -PPM1A 3 6.0754487523213 1.78903407099736 1.18066832125834 2.73049556332162 2.45392593313903 1.23641462861842e-09 -LRRN3 3 6.05658382035011 4.07311996224312 3.09647311339545 3.8760349700481 3.95170828446835 1.39042703873411e-09 -HS1BP3 3 6.0511296832334 1.06883160611737 0.588094411128256 2.44656967768281 1.94691199541488 1.43833598753367e-09 -TMEM33 3 6.02792518933883 3.09202366542672 2.32063000160288 3.12811267334437 3.13605210503346 1.66077887555623e-09 -C2orf72 3 6.0060305969233 1.60138705489383 0.996993948264045 2.87998130938024 2.46607918970912 1.90120328416519e-09 -SMARCB1 3 5.9941013203019 2.8658727374356 2.09816239761137 3.1848235361629 3.13868958659895 2.04613777544009e-09 -ABCB7 3 5.97374512614466 1.92096666701728 1.24846514698727 3.14060093227804 2.75880902100251 2.31867958868112e-09 -RAP2C 3 5.95424569917475 1.48348788992769 0.953806833308654 2.48003005381396 2.18003138442232 2.61274038197078e-09 -IDH3A 3 5.9468687332309 2.60286200944199 1.81366572260278 3.38467088621931 3.25215875199306 2.73320418870319e-09 -TNPO1 3 5.93553865223739 3.13486272683468 2.32015836159588 3.39747737889643 3.36368223983295 2.92882311099432e-09 -CELF1 3 5.89887177309713 3.41134278076921 2.57326386962552 3.49677086546828 3.4816973186445 3.65995519585563e-09 -RPS6 3 5.89047517776506 8.5353875479187 7.77324497980439 1.86028337043179 3.1707422903076 3.85086712798125e-09 -EGLN1 3 5.88351422835654 2.72995946890823 1.94924235401141 3.34914548005216 3.25186081150705 4.01645549496875e-09 -DCBLD1 3 5.87638936791138 0.764687152349801 0.402583561230413 2.00300086988951 1.51007084921532 4.1931140959447e-09 -DCXR 3 5.84746777974737 3.94766655263246 3.05188462552362 3.59231203272648 3.75413179269388 4.99112473363465e-09 -CTCF 3 5.83168581077008 2.52212285019816 1.77633005596033 3.32703518358506 3.13400093332269 5.48701639763198e-09 -ARX 3 5.71327877914435 0.680875532891944 0.353019433607072 1.82336230370867 1.40628358633916 1.10819908969317e-08 -NOTCH4 3 5.70689965032787 1.62758808863863 1.03250378193203 2.98171587865815 2.55536720995496 1.15052566292335e-08 -ZNF692 3 5.69275220316585 1.94169735830103 1.2919283640973 3.14363375390122 2.79712426030006 1.25007748861118e-08 -PLCG1 3 5.67527845470165 2.73475434503319 2.02144970626766 3.23884484539014 3.08008661763304 1.384632375448e-08 -IPO13 3 5.67419645504108 2.5582269254617 1.810818439012 3.43874499781633 3.22796422573348 1.39341152191182e-08 -MTIF2 3 5.67258926992605 1.70510038080939 1.09936711156792 3.02609043095394 2.61682779857836 1.40655182048035e-08 -DIXDC1 3 5.66469409896773 1.86134148015844 1.24155314144865 2.92954996383298 2.68127892557822 1.47287054503876e-08 -C17orf89 3 5.65706525594607 3.55604147893834 2.81634254026721 2.90945616133544 3.20434200875776 1.53983229173453e-08 -UTP14A 3 5.65158176942947 1.28309638135715 0.773570745614314 2.68277526177044 2.20938336775412 1.58978027478784e-08 -ARL16 3 5.64655453841368 2.83029754407792 2.05892553706267 3.47202815134254 3.34776838255052 1.63695252391876e-08 -ERGIC2 3 5.64208230204829 3.30997702732217 2.49772025686894 3.51068302781393 3.52800327292172 1.68005750160805e-08 -ABHD14A 3 5.64118869651387 2.1230958755171 1.45010520618288 3.22248662477752 2.92356983533123 1.68880155647612e-08 -PHLDA3 3 5.64051177858297 2.09502490615921 1.43044821160384 3.1591055151718 2.88736477018608 1.69545469725282e-08 -LIX1 3 5.63110829567237 1.91898845702284 1.26028656303082 3.29514962073556 2.86661975124951 1.79055246386665e-08 -SNAP23 3 5.61953371127579 2.94690164464001 2.17663950920904 3.4288563263175 3.35902568545825 1.91473517304669e-08 -MSH2 3 5.61333764543424 2.06879771997468 1.40382397903977 3.23496480819222 2.90307587073282 1.98460807707053e-08 -TIMP3 3 5.55796658443628 3.38466962691819 2.54960837695085 3.68889620785228 3.68194635077355 2.72935619700916e-08 -PRADC1 3 5.54262988155444 2.07546964764975 1.42011297473606 3.12845461437387 2.89758979425945 2.97962238037337e-08 -RPS18 3 5.51158220574041 9.14799741565289 8.64191423816786 1.43515713949983 2.25019765786645 3.55622263376756e-08 -LOC286467 3 5.48707534842908 0.791104318278479 0.4233647053482 2.11737972362923 1.64238340042071 4.0864285810289e-08 -RTN4IP1 3 5.46954933759517 0.775696081966615 0.413868311146667 2.08404356025406 1.62115824223903 4.51181318501375e-08 -NCK1 3 5.4376371752179 2.00662372673452 1.371666566707 3.11103807584806 2.86160216099051 5.39917793838444e-08 -PREPL 3 5.42978389214424 3.05779143106847 2.3034822391873 3.41834891354937 3.40441042297872 5.64223330927139e-08 -NAP1L3 3 5.40497590064135 1.60769295730682 1.03864785623928 2.91117975420023 2.58004917316804 6.48171071685041e-08 -TMX4 3 5.36449438945321 2.96911201486104 2.20904356770605 3.53190363298132 3.47215388594025 8.11762828368645e-08 -MTX3 3 5.35223084432567 1.10565362823199 0.680642147436548 2.30050580749909 1.94599124292064 8.68764695877622e-08 -PECR 3 5.34500716111032 0.691721424346933 0.370811435072589 1.9096210413568 1.47132969753216 9.04134790145543e-08 -CARD8 3 5.31830387746218 1.30629691813892 0.832436975699814 2.54579523956519 2.1834935090523 1.04739036338626e-07 -TRIP11 3 5.30444159480145 2.57895184685875 1.88460827965755 3.24049490837817 3.20781859597649 1.13018420318665e-07 -NUP188 3 5.30328901062081 2.89663930912287 2.15872674729144 3.54012431044622 3.40984521002832 1.13734641438882e-07 -PER1 3 5.30277048041935 3.38266884587738 2.66113998977203 3.19964424760973 3.33446321583541 1.14058289127046e-07 -KCNN2 3 5.28397901974854 0.906683811229348 0.517939163757791 2.28866359056123 1.8029280441539 1.26407734359233e-07 -SCG3 3 5.28387497437254 3.32090136825149 2.57846808822582 3.33629619986081 3.4433403721201 1.26479586044965e-07 -SNRNP25 3 5.28374456758045 3.91520195739037 3.09501672309233 3.5823034692066 3.80404099421495 1.26569698204471e-07 -PARN 3 5.28281672361256 2.8055461213968 2.06641851490559 3.53413057160201 3.42869564523311 1.27212641518161e-07 -DOK5 3 5.26813836854793 2.66713396638174 1.93767813177195 3.57009935921997 3.39325802944854 1.37814214146292e-07 -IRF2 3 5.2679514373104 1.82941110613129 1.26092294456711 2.95416377065985 2.64456787941165 1.37954588320481e-07 -BRD4 3 5.26125951491659 2.83513847654596 2.25816305098124 2.59615907169598 2.68746395631962 1.43071928618883e-07 -ZNF600 3 5.25213104820308 0.691519834299764 0.368118728296182 2.0333734112848 1.50897138186057 1.50349424080378e-07 -BLVRA 3 5.24458579088042 2.83130961599339 2.11013844100474 3.46424385275751 3.36978522750789 1.56633811181965e-07 -SLC6A8 3 5.24231428869048 2.50044245495332 1.86738016197459 2.9934896660252 2.9593644226859 1.58574964153208e-07 -CAMK2G 3 5.21860505772345 2.4787829205377 1.77543317323309 3.55922021756188 3.30287365744963 1.80275712139102e-07 -LRRCC1 3 5.1975209970362 2.48835020623935 1.81632641109665 3.35619036372979 3.16857108526568 2.01963733866848e-07 -BTBD2 3 5.16619751460388 1.90179782317329 1.33787045488903 2.86526055040704 2.67502116326842 2.38904332090615e-07 -POLD1 3 5.15852360986983 0.986977088402664 0.568706819637836 2.48250772316258 1.98704008879192 2.48904725488778e-07 -SENP6 3 5.06474152083927 2.61949435332333 1.97436291233216 3.14498242667085 3.12151896869607 4.08954856088464e-07 -UBQLN4 3 5.06255869767404 1.1313661424882 0.732372544267949 2.22524723282025 1.93139415258446 4.13666641722104e-07 -UBAP2 3 5.03183599673414 1.90698213866648 1.35439049809188 2.91566413809774 2.69124285256706 4.85804775274575e-07 -ARMC5 3 5.02811121180384 1.38531147938808 0.918361290584963 2.6008084812411 2.2758348148346 4.95334588668784e-07 -NSUN5P1 3 5.02706517081273 2.11438803903196 1.55711459482343 2.82287700710878 2.71661997037286 4.98043133030718e-07 -GRIA1 3 5.02288205773364 1.60364245201758 1.08015076279439 2.88840446241552 2.55406453752588 5.0901805335567e-07 -ZNF187 3 4.98510186357518 1.49308412544971 0.976971359236505 2.90574310281342 2.53714694399624 6.1929177361152e-07 -APITD1 3 4.98424478076798 0.937390902527021 0.578279254861118 2.0831980037855 1.76565230248613 6.22042912948641e-07 -NAIF1 3 4.9181829200825 0.519439052535453 0.261360429304809 1.76158136078801 1.2859450536684 8.73512682912617e-07 -DCLK2 3 4.90819180474142 4.00541139652742 3.28595991346018 3.2468281821761 3.59215478912568 9.19199356503099e-07 -MLYCD 3 4.83166040189208 0.827942208249574 0.477395890376412 2.2213743421147 1.77796850712156 1.35399067596536e-06 -GTF3C1 3 4.79247996558601 2.66376534077288 2.04165163818533 3.28681448998176 3.18115270774038 1.64732226578482e-06 -DAAM2 3 4.76849076503457 1.297680433405 0.824225925551688 2.9179247693304 2.43316951363754 1.85611179851543e-06 -SF3B1 3 4.73018972727345 5.64890295073884 4.82226423476522 3.64449106817714 4.28264659234623 2.24310106650199e-06 -TDRD7 3 4.66841766839689 0.67640612909416 0.375367845357064 2.03029421804339 1.58025466698857 3.03528365657471e-06 -VPS8 3 4.66260945500504 1.81962577103389 1.29336467133036 2.99674031002967 2.76596885243398 3.1222492894938e-06 -PIGG 3 4.65700352471818 1.91319511754227 1.3664515305415 3.12594549577137 2.87708165187625 3.20844954004106e-06 -FBXO3 3 4.64715523568741 1.91890833549836 1.36650036586939 3.09587906108108 2.91304914673812 3.36543906437076e-06 -TSEN2 3 4.61852999423309 1.4101990543641 0.952614294463798 2.79559878421559 2.4279673345498 3.86468123027024e-06 -ATXN7L2 3 4.60865428761595 1.22651578192883 0.823280915612409 2.45142970705229 2.14416894690013 4.05283570138104e-06 -RRN3P1 3 4.58876075261196 1.08129787713521 0.716354730972548 2.17144854431891 1.94896864798724 4.4588509795123e-06 -SGK223 3 4.57669757644257 0.732437034696316 0.437179495534188 1.93747311264403 1.58097075534843 4.72373569613896e-06 -MMGT1 3 4.55637878532687 2.15866348947336 1.60992509264632 3.01876723385649 2.95134911573059 5.20430494913207e-06 -C19orf29 3 4.54700698201818 0.85827375890099 0.532397007112493 2.09222904331231 1.75631663195211 5.44141937721228e-06 -ZNFX1 3 4.52626076873253 3.13159466325198 2.47497474894194 3.55592983875485 3.55508128701579 6.00364914672779e-06 -IPO7 3 4.5066095797917 2.23269703745559 1.71665186911127 2.82135064909844 2.80616263099241 6.58716744145227e-06 -C3orf23 3 4.46433146057695 1.38813495310832 0.943088773830219 2.6433941535868 2.44300131844338 8.03191430443144e-06 -DNASE1 3 4.46251220708662 0.555212075653259 0.306870958958617 1.78192768135648 1.36377984821377 8.10043123170209e-06 -IK 3 4.4533450864993 4.55156392671065 3.83728051825396 3.74237479335181 3.9306037944107 8.45427115328522e-06 -NOMO2 3 4.44848642930338 1.1469233334057 0.835984063393563 1.84545285568572 1.71292505134892 8.64775117653786e-06 -CCDC84 3 4.43718362983652 1.57023000842252 1.12537535628973 2.69424035198961 2.45689044245034 9.11435373169581e-06 -TAF6L 3 4.4015979602653 1.53157745848132 1.08448977411488 2.74649411531708 2.48918623858825 1.07456532735633e-05 -COX19 3 4.40017505616837 1.87110816649983 1.38364780467688 2.92904769815062 2.71484105443514 1.08163585108375e-05 -TLE4 3 4.38409297730705 2.25833563710292 1.73288647249521 3.06836317774697 2.9371491864883 1.16470024509221e-05 -LONRF1 3 4.36894254133079 1.74067599556391 1.25717294238978 2.97803783717913 2.71205157419823 1.24849607032642e-05 -SCAMP5 3 4.32210275817535 1.36451015147123 0.953418586449802 2.56848072118144 2.33087258617585 1.54549174748352e-05 -ISYNA1 3 4.31601900755723 1.31647883500533 0.890316383634978 2.80447186944726 2.41972989238289 1.58868305528947e-05 -CANT1 3 4.24320915011015 1.38148744113867 1.00859596648283 2.27248893068833 2.15359022688097 2.20345897280913e-05 -RSF1 3 4.1985663736389 4.41445083107264 3.76901205165102 3.24472437269948 3.76729030873246 2.6861012475954e-05 -PGAM2 3 4.17693689200751 1.83685099219405 1.34292360342224 3.26267145984829 2.89787902552362 2.95460955450326e-05 -TEAD2 3 4.17497469643764 0.663484894805272 0.423615860647351 1.60623251128737 1.40797646387669 2.98019176958931e-05 -TRAPPC9 3 4.17475910960177 1.07350926931354 0.719748948006064 2.36065652498982 2.07659954710795 2.98301529377303e-05 -LYAR 3 4.15343758504703 1.40175205245653 0.997857564916652 2.59995240664564 2.38306173701129 3.27517575446173e-05 -IWS1 3 4.14946476686299 2.91569150790728 2.31344834358469 3.43549003474351 3.55676240000791 3.33253574712911e-05 -SAMD9 3 4.10851537854596 0.949712051469507 0.617176799570363 2.35470402507095 1.98348002333372 3.9821069264752e-05 -SLC31A1 3 4.10173588177397 1.56317310514022 1.11859900663016 2.89090902650953 2.65614341754297 4.10062187812519e-05 -LMF1 3 4.10131371698897 2.21168777322764 1.70387466793869 3.16415297486255 3.03428220722493 4.10811152638027e-05 -ARHGAP33 3 4.10010402490489 1.15551605203346 0.80092467036672 2.46520561727262 2.11937768209381 4.12964469140253e-05 -MED6 3 4.06442208576983 1.91928966764199 1.43500408825595 3.05076572296087 2.91996597540948 4.81516201443915e-05 -ZDHHC8 3 4.01121415463625 1.01507628062371 0.708299835272695 2.10530470881521 1.87422280568014 6.04072838943975e-05 -ATXN1L 3 3.96028858579448 1.51481003203759 1.1075112720984 2.65186729863261 2.52035263941842 7.48592420995418e-05 -ZNF559 3 3.91277691153151 1.58758109421407 1.15020455348902 2.98316429239803 2.73933694334105 9.12408179906187e-05 -TAF9B 3 3.90465100854307 2.37727545663857 1.87109902297863 3.29035484117169 3.1768357000414 9.43614565798936e-05 -MMP2 3 3.84448836303487 1.17570640065007 0.80257782749011 2.76809429490447 2.37845540522353 0.000120804217210525 -SLC38A7 3 3.8381021862186 0.979113592606567 0.651691563521823 2.46126229585126 2.09057820592418 0.000123988886308051 -MXD1 3 3.81754739239863 1.64402626677041 1.23815749510056 2.71792529625295 2.60541108287398 0.00013478490176029 -CMTM6 3 3.80632662417212 3.21659901127795 2.64201520918745 3.51574648703816 3.69932410486321 0.000141046086346726 -TP53BP2 3 3.79890275376908 3.52385352236877 2.94264052950183 3.63479073150897 3.74931728629966 0.000145338100566802 -CRTC2 3 3.77753990096724 1.3343653489974 0.993426452446323 2.28921128545679 2.21178316035361 0.000158385135850459 -RPS15A 3 3.75684232240925 6.55202026740244 6.10233096347607 2.08354066564376 2.93335514225935 0.000172070838098052 -TRIM2 3 3.74563253998159 2.39752667546192 1.91471051768566 3.11609046466564 3.15886948600908 0.000179939815059014 -ZDHHC15 3 3.7376442372019 1.56936895703266 1.17214074434731 2.76245235410509 2.60445693822036 0.000185752530844634 -RYK 3 3.73559906409354 1.44050991583114 1.06171807888193 2.64081716148882 2.48493715467498 0.000187268838098669 -ZNF772 3 3.71037048078734 0.671230510813794 0.434955270683052 1.87680837077747 1.56054391082076 0.000206956157791607 -ELP4 3 3.69973198386071 1.64757769298706 1.23114458089402 2.9574655386796 2.75835428689567 0.00021582727582414 -AGMO 3 3.67527384576146 1.06877217129962 0.736036212379138 2.48886262727522 2.21863106726791 0.000237594427466229 -PURA 3 3.64918114137703 2.01192646858646 1.5923873229177 2.86059042110427 2.81742344350185 0.000263077556613433 -IFIT3 3 3.64578209307422 1.46907912492832 1.059998363872 2.97048140312643 2.7497512242036 0.000266579801843031 -CCDC163P 3 3.64417039734624 0.782490021483577 0.509243236341225 2.1395661663207 1.83751732036673 0.000268255661419949 -C15orf40 3 3.63307222792098 1.68799037358161 1.28799010778606 2.76679598242382 2.69812026727689 0.000280066579786841 -PTPRN2 3 3.6282796693792 1.75887032157134 1.33537765780891 3.08707683497273 2.86035668236101 0.000285316096793818 -LDOC1L 3 3.62482128466649 2.28895058806997 1.81478856238595 3.30289302360052 3.20564352828687 0.00028916134223604 -KAT2B 3 3.61903007065612 2.39390971958239 1.92050048508562 3.26144253002451 3.20567573450808 0.000295709278964304 -EYA3 3 3.57617186854995 1.76079721324791 1.35977296568482 2.80152655050716 2.74806693326301 0.000348662472080042 -AKAP1 3 3.55765011121652 1.06059447035335 0.735166780107847 2.58671195345173 2.241642367875 0.000374187273704573 -NIM1 3 3.55051869990115 1.82189905489104 1.39557446838448 3.15542173692766 2.94254851175776 0.000384472821139207 -LOC100306951 3 3.51542190680024 0.971697165808656 0.703754627392452 1.9906053653203 1.86783826834661 0.000439055865884665 -SUSD4 3 3.47881710118669 1.03871193441989 0.730116417205968 2.49730433948762 2.17386751641608 0.000503632192488285 -NAB1 3 3.45592608621951 1.49018707793705 1.12708657781216 2.81509166463491 2.57476417637419 0.000548405679599779 -SDCCAG8 3 3.4527462314613 3.8113391485897 3.28401104577321 3.51850081969864 3.7427542581373 0.000554910769326599 -HRASLS 3 3.43461139303603 0.965671040747712 0.672637228800667 2.34262388551049 2.09081296655755 0.000593404127118546 -CHKA 3 3.42906002122349 2.98307127089117 2.47479482771986 3.52223400405971 3.63245256351454 0.00060567556790871 -PLA2G4C 3 3.42196809434249 1.19558797580847 0.867239574294197 2.63282470187915 2.35144056895433 0.000621696085003093 -ZNF544 3 3.39075836287471 1.31257932325024 0.978607334849696 2.6455345504901 2.41372760330092 0.000696995241704162 -SEMA5A 3 3.38253344415284 2.96034880441141 2.47047359261822 3.62338055656166 3.54910151185453 0.000718205323247852 -WASH3P 3 3.35636388030514 1.73773850445834 1.48088514896608 1.65554622444126 1.87538855462554 0.000789745859926474 -GUCY1A2 3 3.28603783313322 1.476158538758 1.12889657979652 2.71622012912152 2.58976112797367 0.00101607361806094 -IFIH1 3 3.26966530138268 0.798035794694069 0.544017857768751 2.15278054478042 1.90386496621516 0.00107674804744273 -ABHD10 3 3.24233551284311 1.33284815019151 1.00257720348008 2.65098959002306 2.49624653224482 0.00118554362091693 -COG1 3 3.22942302773537 1.40392332095114 1.05391938056253 2.86901642335772 2.65596930936771 0.00124040266585076 -KIF2A 3 3.22271902650567 2.46023151495386 2.05498257380701 3.06099917178897 3.081587487209 0.00126980043975276 -RAB15 3 3.21793035493195 0.932245699503687 0.661162830316728 2.34316376306769 2.06443155866395 0.00129119165558117 -SNX29 3 3.20895267864507 1.39525205697611 1.06157388310574 2.7540516803382 2.5482353942391 0.00133219415960287 -BEND6 3 3.1996090839882 1.00915622485394 0.752440082164136 2.14419740209609 1.96621639827434 0.00137614099861414 -HIATL2 3 3.18915490138543 1.39811722316683 1.08652918217594 2.51936208625028 2.39430913807385 0.00142689395289115 -ZNF211 3 3.17729171606565 1.25147978484449 0.93227373328323 2.56753740498328 2.46200585861131 0.00148657425977571 -SEC24A 3 3.16677535290571 1.38077521354473 1.06799751432255 2.48012567094666 2.42043587242816 0.00154139341888188 -NBPF14 3 3.15236180200924 2.23697478943229 1.91995739606063 2.34812087715468 2.46446179891936 0.00161955464408422 -LOC81691 3 3.15040121751819 0.69145725286518 0.469882025608552 1.98596632157127 1.72357582133597 0.00163046383116018 -LRIG3 3 3.11992532856671 0.571584459581474 0.372582215414645 1.83494860200118 1.5631074409039 0.00180896890777086 -NR2C2 3 3.11655783809302 1.4783492835639 1.15444994122998 2.6320578700136 2.54688849405328 0.00182975783629595 -SLC46A3 3 3.11303065087615 0.394238648845078 0.231122889495804 1.67349913024198 1.28406669500027 0.00185176785125924 -PLXNB1 3 3.11235257434982 2.25521035596172 1.82409262894116 3.52901911062896 3.3945495171133 0.00185602689400927 -GCAT 3 3.10713550498485 0.889751412147756 0.627391378737235 2.40715957340283 2.06924798141462 0.00188909785490844 -RPS20 3 3.10491237590255 6.52882316435405 6.14676208805082 2.26846622852226 3.0154942362466 0.00190335401424952 -STX2 3 3.08925662931283 1.75920290909428 1.41308526331391 2.79738308074583 2.74564769283462 0.00200658029770848 -CRTC1 3 3.08688308411664 1.09914905637242 0.84048820991675 2.16200356229441 2.05345679607853 0.0020226713427872 -ZNF318 3 3.04154286572875 1.35678522675087 1.04739691705104 2.72219937280432 2.49278610123783 0.00235369049265843 -DIS3L 3 3.00585778905002 1.33592699638581 1.03417403452691 2.66865475991843 2.46013062988974 0.00264832824862739 -PDXP 3 3.00244252059775 1.12374264009861 0.848131032301494 2.42581900026083 2.24956143929496 0.00267822544920276 -ATP9A 3 2.98941994302031 2.16337459289763 1.78370411170285 3.1290086542056 3.11239681035548 0.00279507683224042 -SMAD5 3 2.96100216347781 3.33058136572195 2.93258924523917 2.96861181989848 3.29390299818345 0.00306639785099992 -RHBDL1 3 2.94415262958279 0.488274411907369 0.316821691808842 1.70872322607496 1.42711547393988 0.00323840251156241 -SAMD8 3 2.94175443969998 2.16518400639554 1.79868729105419 3.01129184327959 3.05308380446235 0.00326358609284984 -CKB 3 2.9016073609173 7.44880824842287 6.93357071400818 3.91798843177933 4.35154927181016 0.00371253540297087 -PDGFD 3 2.90054723584354 0.540943489566809 0.349302354832403 1.81694173688204 1.61913793339792 0.00372511688966299 -MBTPS2 3 2.89747479469303 1.45868412746757 1.14554924298665 2.71175112423254 2.64841989757772 0.00376179964687722 -DCP1A 3 2.87603327159482 2.82201198066018 2.39172335003718 3.52822615714895 3.66640993804368 0.00402707260984618 -SMC6 3 2.83585210255857 1.60818645697145 1.29831536996012 2.71753704871038 2.67776545452431 0.00457036052063544 -F8 3 2.82967687316712 0.657887260281358 0.45450955360202 1.95453967796634 1.76133334387751 0.00465950369661061 -RNF44 3 2.73553138460376 1.09567338113256 0.86112241651899 2.24097613706618 2.10121541342855 0.00622796470419098 -C5orf30 3 2.71591062284292 0.746373558313516 0.533440065213343 2.15163133119845 1.9213370660368 0.00660937582095798 -ARHGAP32 3 2.68052048905783 1.56400075966835 1.26999037216655 2.84357619639466 2.68793399280957 0.00735077642895363 -SLC23A2 3 2.65567871781508 2.01899815449943 1.68467521478781 3.11675727324997 3.08507481213311 0.00791489815908015 -PTPRG 3 2.64906697973765 1.74921711123875 1.44217283298735 2.87382521816741 2.84042368781202 0.0080714333145675 -CNTNAP1 3 2.64783851238469 1.21541509747743 0.972825791556814 2.35382730574661 2.24520093092361 0.008100821145311 -C22orf32 3 2.64075229979462 2.56539015136159 2.23408550046344 2.91194436899993 3.07450300771451 0.0082722174375709 -CUEDC1 3 2.63479862232037 0.783231157045774 0.588476544530035 1.95703115943052 1.81140424349499 0.00841872134876797 -MEIS1 3 2.6279427805461 1.68828950939257 1.39236046377821 2.68006558658994 2.75960386762571 0.008590296393021 -DNAJC17 3 2.58503862757873 1.23286327769213 0.978307347644039 2.39910697657787 2.41318844957258 0.00973680883012374 -PPP1R26 3 2.54372391854273 0.712917915278184 0.520444320262239 2.10125645633835 1.85428395662307 0.0109677734236192 -KCNC4 3 2.53194559026058 0.269359537513315 0.164064559520356 1.29686091121876 1.01912708938708 0.0113431591161922 -CDYL 3 2.50249516945402 1.47795271986729 1.21874162823553 2.56239201715852 2.53837270703711 0.0123321308378778 -EFR3A 3 2.47216346274349 1.0669586681966 0.83931863074403 2.34992290575641 2.2565581070256 0.0134298093298929 -ZFP3 3 2.41383548211053 0.842991526226978 0.639565939142642 2.27386732027471 2.06525160076458 0.015785588207518 -RCHY1 3 2.39128030002106 1.712373154738 1.41771757685026 3.02887011370944 3.01966828068613 0.0167897291940208 -PAK6 3 2.36383597341504 0.438432414627862 0.303535832268129 1.64088173795079 1.39848774699096 0.0180868185196747 -APBB2 3 2.35987721960412 1.81242923831731 1.52250967335125 3.02144809984009 3.01067012234566 0.0182809844115157 -UBC 3 2.34953471247668 10.1034988631167 9.89779819432538 1.41372673849151 2.14550185456567 0.0187968913496349 -ZNF324 3 2.34281463237149 0.964249900830991 0.747820027234708 2.45256350546755 2.2638848559232 0.0191388892782472 -PCYOX1L 3 2.34200587932871 0.561188123933646 0.40259020698957 1.86887423233045 1.659527885003 0.0191804127758552 -TP53BP1 3 2.31181360123722 2.42490160053227 2.1105997390144 3.27100146027699 3.3317253636435 0.0207879575592664 -NEDD4 3 2.20243146349018 0.647440232859171 0.493964387877776 1.8700112541051 1.70770435816441 0.0276348454179129 -HTT 3 2.14195560470757 1.9377716621594 1.66910845650959 2.96094434449207 3.0737800216287 0.0321970546818232 -C5orf27 3 2.118200411599 0.282393252969651 0.18554210390183 1.25257755853282 1.1205023866099 0.0341580983537457 -RBFA 3 2.05671265264104 1.2040481568232 1.0004027114715 2.45903307659515 2.42647676927307 0.0397138743684256 -GGNBP2 3 1.99226102264326 2.83578197712859 2.54163127541327 3.52165800734417 3.61825113273262 0.0463424259171628 -WASF3 3 -1.97299383591659 1.96267376988921 2.23304493116436 2.86734538723052 3.35822425701289 0.0484962646269708 -EPHA5 3 -2.03137875072903 0.180627152178204 0.292465160172108 1.04492956698313 1.34919143072828 0.0422165882905018 -DLG2 3 -2.10604642575557 0.532317615239379 0.713632633124568 1.71006015804729 2.10979808068387 0.0352003198101983 -LINGO1 3 -2.67537617220353 0.14544247715541 0.2897099718993 0.904007291097029 1.32147420968444 0.00746454424640138 -TMEM132E 3 -3.3723944903448 0.125363326527411 0.331346363814133 0.844337064388054 1.49681505578475 0.000745176314647712 -METTL21B 3 -3.67072470186015 0.846569823004704 1.27841167654757 2.20047564716678 2.88302211137892 0.00024186373620375 -STOX2 3 -3.72340998587102 0.282547121201268 0.575761068032365 1.27567845268891 1.92982896728664 0.00019654995747466 -TBK1 3 -3.80991414940777 2.16342125308034 2.76772907492921 3.01048034398361 3.88703169824627 0.000139015055760674 -ATP1A3 3 -4.12584583486155 0.0877902653674097 0.289113068628839 0.627132225746354 1.19579030792616 3.69374652831453e-05 -LOC375010 3 -4.48691661902359 0.14370820952613 0.401806902977271 0.835012299240316 1.40965508832916 7.22613381648527e-06 -ATCAY 3 -6.68741828587521 0.0613521258579358 0.65850184432408 0.595008072616697 2.18826442404855 2.27141963717322e-11 -TUSC3 3 -7.69762398316331 0 0.820349274023337 0 2.61166315266037 1.38619567506484e-14 -TM4SF1 3 -8.01222518697363 0.467029676227031 1.64679530949995 1.86648693610858 3.60842472917828 1.12651355511703e-15
--- a/test-data/hcpc.cluster_description.5.tab Sun May 21 16:26:23 2023 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1178 +0,0 @@ -genes cluster_id v.test Mean in category Overall mean sd in category Overall sd p.value -TUSC3 1 11.9142858023152 2.02648904267441 0.820349274023337 3.81834581414514 2.61166315266037 9.97169617739689e-33 -USMG5 1 8.39755631476141 5.34636759612311 4.36307228245837 3.3204661574193 3.02077642160404 4.55865936650362e-17 -TM4SF1 1 6.88218287090609 2.60941850087972 1.64679530949995 4.48576784413717 3.60842472917828 5.89422778470414e-12 -WASF3 1 3.78804329877795 2.7261473017572 2.23304493116436 3.81852542872013 3.35822425701289 0.00015183839224081 -RPS29 1 3.36197375608184 4.41131394198962 4.10483867741957 2.7351913375762 2.35173643708298 0.000773874782658214 -ATP6V0C 1 2.64343334249021 4.09672975637321 3.86757641424506 2.6906858747661 2.23637881955919 0.00820699234409541 -RPS6 1 1.9777744504986 8.01632550667148 7.77324497980439 3.52255161003573 3.1707422903076 0.0479541570055733 -ZNF620 1 -2.07878964426128 0.270273002550543 0.403867056232137 1.4557611571776 1.65792210375095 0.0376366891379128 -AGMO 1 -2.08191619913202 0.556991790107324 0.736036212379138 2.08453013698814 2.21863106726791 0.0373501248617856 -APBB2 1 -2.1832079037567 1.2677265077872 1.52250967335125 2.90243241589936 3.01067012234566 0.0290205029796916 -ZNF815 1 -2.32678422498413 0.134293745921152 0.246326932456439 1.0177200599424 1.24216164846543 0.0199767524273052 -ELP4 1 -2.38111806585087 0.97655335133521 1.23114458089402 2.63889855168192 2.75835428689567 0.0172601789526045 -MYH10 1 -2.4243312064678 1.7817913130756 2.10139225838514 3.42823925180293 3.40097658353322 0.0153366110315032 -RYK 1 -2.44557782480834 0.826153840861261 1.06171807888193 2.37210154075964 2.48493715467498 0.0144620232821911 -PRADC1 1 -2.4503290948784 1.1448969093119 1.42011297473606 2.87008019864207 2.89758979425945 0.0142725699896127 -TTC14 1 -2.55289299431199 1.39854630325018 1.71612883234859 3.17629001564075 3.20930896865728 0.0106832311962012 -MTBP 1 -2.59102702751887 0.386531593246552 0.579164139504745 1.73839725445096 1.9179852388187 0.00956899759679775 -C15orf40 1 -2.59221270246891 1.01688081739694 1.28799010778606 2.68710653017546 2.69812026727689 0.00953607926535192 -MBTPS2 1 -2.65164566563922 0.873332525126112 1.14554924298665 2.56876399706419 2.64841989757772 0.0080100553304747 -CHEK1 1 -2.70023770041709 0.830155935744846 1.09603981908161 2.40996255548212 2.54025640477418 0.00692899507443975 -ABHD10 1 -2.70765455487023 0.740582089555338 1.00257720348008 2.31127327805414 2.49624653224482 0.00677605118769611 -CDYL 1 -2.7201219581976 0.951098419802013 1.21874162823553 2.49161101345974 2.53837270703711 0.00652578429484909 -ATP1A3 1 -2.72450292032954 0.162827196320026 0.289113068628839 0.906770289877791 1.19579030792616 0.00643983608448314 -LRRC37B 1 -2.73692420699956 0.43120953802558 0.639731413421163 1.79172111506069 1.96551512360064 0.00620165795934135 -ARID3B 1 -2.75943700177248 0.136011731006904 0.281948740024639 1.03773842936566 1.36437105082851 0.00579010497136191 -CCDC163P 1 -2.77485699721825 0.311598838187312 0.509243236341225 1.53501594796301 1.83751732036673 0.00552259851734494 -CMTM6 1 -2.84756325103249 2.23368809110746 2.64201520918745 3.86990366263983 3.69932410486321 0.00440553386539292 -SPG11 1 -2.92842363025605 1.67725244649542 2.04238640526762 3.25732326971356 3.21666520682275 0.00340685514464157 -LPAR6 1 -2.94392475221878 0.341887001952234 0.559767633053026 1.64726553138554 1.90932323604038 0.00324078783413151 -SNORD116-26 1 -2.95415397354776 0.294322720175404 0.462953397156306 1.31602775897663 1.4726210173554 0.0031352753412472 -MASP2 1 -2.96078099220659 0.255523952635908 0.412019090856802 1.16113336439972 1.36358465227773 0.0030686006009995 -CUEDC1 1 -2.96908851478637 0.380002982248077 0.588476544530035 1.63051157922365 1.81140424349499 0.00298684545770977 -C11orf95 1 -3.0534548508746 0.182826360599404 0.36670211607124 1.21144359387023 1.55353308134087 0.00226222760185993 -STX2 1 -3.08199287071715 1.08507389078086 1.41308526331391 2.68035553367091 2.74564769283462 0.00205619762027185 -KCNC4 1 -3.11157328871549 0.041145043400278 0.164064559520356 0.564530914015289 1.01912708938708 0.00186093275136576 -TEAD2 1 -3.13468272154639 0.252534991969697 0.423615860647351 1.19473932294892 1.40797646387669 0.00172040073764027 -LRFN1 1 -3.15456362977436 0.0614881480407204 0.191118271995341 0.576582951119053 1.06011793720616 0.00160738323114292 -MMS22L 1 -3.16779913440029 0.677074542912778 0.997601457649576 2.33343659153863 2.6103239362368 0.00153597603403457 -RPS18 1 -3.179985312323 8.36454503172133 8.64191423816786 2.87412885661753 2.25019765786645 0.00147282517203283 -SGK223 1 -3.19640729289242 0.241295744903655 0.437179495534188 1.28235247741858 1.58097075534843 0.00139150535108692 -ZNF772 1 -3.20488472737201 0.241089619372134 0.434955270683052 1.23085886003934 1.56054391082076 0.00135116581500036 -NAIF1 1 -3.29488978888075 0.0971216281373504 0.261360429304809 0.896764269227696 1.2859450536684 0.000984602872947951 -RSAD2 1 -3.32191364452947 0.169933743768224 0.3868337017252 1.10846752826534 1.68445210809055 0.000894023584316117 -CKB 1 -3.35695718964487 6.36732859596647 6.93357071400818 4.7982078834832 4.35154927181016 0.000788053134785718 -SMAD5 1 -3.37375390023105 2.50182795731945 2.93258924523917 3.51868475485455 3.29390299818345 0.000741506281623818 -GGNBP2 1 -3.46818314496491 2.05520929494939 2.54163127541327 3.57917786699521 3.61825113273262 0.00052399004697452 -F8 1 -3.54289335166126 0.212622793322917 0.45450955360202 1.3990726204623 1.76133334387751 0.00039576271701002 -IK 1 -3.5904574466469 3.29023745595213 3.83728051825396 4.11659893760532 3.9306037944107 0.000330098120893531 -LOC152217 1 -3.61228846614436 2.55988306223326 3.09183367447957 4.03511705529418 3.79906240068932 0.000303506666694008 -FMR1 1 -3.62320697528914 0.749437537146445 1.09504869907744 2.26081326181732 2.46083307155157 0.000290972802456708 -IFIH1 1 -3.63063987712589 0.27608142108593 0.544017857768751 1.49092943329761 1.90386496621516 0.000282719433499816 -TRAPPC9 1 -3.63614985914682 0.427059550698446 0.719748948006064 1.81820966123887 2.07659954710795 0.000276743372905102 -ZBTB44 1 -3.66064286949199 0.712643416604638 1.04281214425939 2.11761352635926 2.3268378145973 0.000251583223009656 -ZNF544 1 -3.66574815184242 0.635631641334592 0.978607334849696 2.02993277871155 2.41372760330092 0.000246616538597091 -LRRCC1 1 -3.67604473303674 1.36482750342376 1.81632641109665 3.09252626212862 3.16857108526568 0.000236878004457196 -ZNF600 1 -3.73051440402666 0.149914990290207 0.368118728296182 1.01757985312516 1.50897138186057 0.000191089217541963 -RCHY1 1 -3.7439125760936 0.979492326625733 1.41771757685026 2.79637218358964 3.01966828068613 0.000181176714838536 -APITD1 1 -3.76213909409643 0.320793922218659 0.578279254861118 1.4337085494996 1.76565230248613 0.000168466307310824 -TP53INP1 1 -3.77157684431489 0.504194727294164 0.800315053536902 1.76941935423853 2.0255025620396 0.000162219184408735 -DNAJC4 1 -3.77255075793888 1.14461070500763 1.56062738391994 2.80802182870615 2.84487500336036 0.000161587080111861 -MDGA1 1 -3.77555770748273 0.140679375825536 0.359470309447907 1.07935996659171 1.49498125507126 0.000159650056906796 -SPIN3 1 -3.78421543887805 0.256666182287134 0.539784681986102 1.41044030472908 1.93010054512115 0.000154194215257884 -RBFA 1 -3.78676994671034 0.644232559867378 1.0004027114715 2.15286980973944 2.42647676927307 0.000152618278814279 -NCK1 1 -3.78922255240468 0.951354527241752 1.371666566707 2.65190722012955 2.86160216099051 0.000151119485260771 -STK38L 1 -3.80271857568204 1.12468272416137 1.54916496873415 2.68479553446412 2.87973736405291 0.0001431169011821 -TREX1 1 -3.81862314546624 1.31024441232393 1.7919003470775 3.14118745218835 3.25400078707718 0.000134198589072642 -INVS 1 -3.82042198020331 0.35983819615892 0.667892942896287 1.63905409861919 2.0801952887827 0.000133223543880927 -MED6 1 -3.83265956272788 1.00120313987606 1.43500408825595 2.69901119117911 2.91996597540948 0.000126765324348903 -SAMD8 1 -3.83463311484214 1.34487630478113 1.79868729105419 2.88984290808818 3.05308380446235 0.00012575185540246 -COX19 1 -3.88367339994558 0.974952573536832 1.38364780467688 2.43462169859112 2.71484105443514 0.000102890093923031 -UTP14A 1 -3.88539097869928 0.440820588349449 0.773570745614314 1.84979249498286 2.20938336775412 0.000102165333339997 -SNRNP25 1 -3.88923166758326 2.52153251496187 3.09501672309233 3.96400680117389 3.80404099421495 0.000100562088364314 -LYAR 1 -3.94087316663153 0.633825019057501 0.997857564916652 2.11186177869515 2.38306173701129 8.11855466219818e-05 -LOC81691 1 -3.9416525867113 0.20653937771283 0.469882025608552 1.22307067496221 1.72357582133597 8.09221297298406e-05 -EYA3 1 -3.96038226076738 0.937904683456638 1.35977296568482 2.5386410849519 2.74806693326301 7.48298811174074e-05 -GPD1 1 -3.97514720887648 0.0125986006877641 0.197812246309903 0.204381599819505 1.20200784560883 7.03357365339145e-05 -CCBL2 1 -3.98258340770575 1.14356111296857 1.62603089962875 2.8655261328998 3.12530768867703 6.81701887755817e-05 -CTBP2 1 -3.98511816533778 1.07179668761412 1.50851257447525 2.68042087379579 2.82712704961956 6.74465533819417e-05 -MAGED4B 1 -3.98520755838256 0.0595521178568518 0.136548025765079 0.342051296460366 0.498430072598541 6.74211661772755e-05 -C3orf23 1 -4.02081049738194 0.562330132840217 0.943088773830219 2.18992670472531 2.44300131844338 5.79982482145471e-05 -SPIN4 1 -4.02834458191316 0.0268317547653453 0.17477396032571 0.381067775640281 0.947442832475607 5.6170974629302e-05 -TDRD7 1 -4.04186931373928 0.127784281266837 0.375367845357064 1.03647709343901 1.58025466698857 5.30267844800102e-05 -NIM1 1 -4.06949275239809 0.931405211692629 1.39557446838448 2.64826979119549 2.94254851175776 4.71156052254922e-05 -BOLA3-AS1 1 -4.09557116328371 0.257308250764345 0.564432464698574 1.43556560471141 1.93458189842836 4.21128838692946e-05 -DLG2 1 -4.13807708217186 0.37521582049021 0.713632633124568 1.63254080697471 2.10979808068387 3.50228718382247e-05 -POLD1 1 -4.16505546638002 0.247902741813662 0.568706819637836 1.39134398082608 1.98704008879192 3.11276878349063e-05 -ZNF559 1 -4.17964918994931 0.706393874670278 1.15020455348902 2.38729101113891 2.73933694334105 2.91959131643039e-05 -SLC31A1 1 -4.25793821927595 0.680206281918439 1.11859900663016 2.26394676906066 2.65614341754297 2.06320945651865e-05 -MLLT10 1 -4.27142191874225 0.662842683678166 1.08106729382237 2.2640502510061 2.52594942903587 1.94230534390227e-05 -ATP2B2 1 -4.28103242930576 0.131916096538841 0.384528572053305 0.968552066905192 1.52227745503338 1.86028243679262e-05 -TSEN2 1 -4.29607009503723 0.54829295822971 0.952614294463798 2.01946284198775 2.4279673345498 1.73852630674594e-05 -KCNN2 1 -4.30499335513204 0.217079932695588 0.517939163757791 1.25547594040139 1.8029280441539 1.66990747892795e-05 -PCYOX1L 1 -4.34349709114572 0.123183677579292 0.40259020698957 1.0071459916815 1.659527885003 1.4023233528754e-05 -LOC100306951 1 -4.3569685123641 0.388300545136658 0.703754627392452 1.62196620600211 1.86783826834661 1.31876230925407e-05 -SGSM2 1 -4.39394874430311 0.728708569760041 1.18857342546738 2.20306729906539 2.69999383525672 1.11310070616853e-05 -MTX2 1 -4.39952297171931 1.0734529008025 1.59629945036287 2.87658855803654 3.06588736063503 1.08489093339345e-05 -ZBTB41 1 -4.40528673896727 0.58597605463819 0.983769839671932 2.00247855822803 2.32954631975061 1.05644040886146e-05 -SAMD9 1 -4.4157642595656 0.277671801264533 0.617176799570363 1.41337376139231 1.98348002333372 1.0065373155002e-05 -MTIF2 1 -4.42129475515379 0.650893312768099 1.09936711156792 2.18611797605377 2.61682779857836 9.81112297626356e-06 -ATG16L2 1 -4.42176318585677 0.254933313705037 0.591808182204551 1.46907180281388 1.96544398879298 9.78987220784396e-06 -PPP1R26 1 -4.44289620400403 0.201103181478423 0.520444320262239 1.22744633018117 1.85428395662307 8.87559891384303e-06 -RTN4IP1 1 -4.44734539152842 0.13439603669738 0.413868311146667 1.05304916145626 1.62115824223903 8.6937989968484e-06 -C17orf80 1 -4.45973921484872 0.47166846602244 0.890921154292548 1.93619697231149 2.42523557698211 8.20594388943575e-06 -TAOK1 1 -4.46225963419935 1.91284657944307 2.50157301152567 3.30405683456961 3.40366052093886 8.10998771490653e-06 -RNF44 1 -4.46418683021697 0.497521138173251 0.86112241651899 1.75940243648643 2.10121541342855 8.03734105390093e-06 -SDCCAG8 1 -4.4679370032184 2.63580837547925 3.28401104577321 3.8884028667863 3.7427542581373 7.89775549231169e-06 -DAAM2 1 -4.46839613065071 0.40278520576419 0.824225925551688 1.78975037343203 2.43316951363754 7.88082636479934e-06 -DCP1A 1 -4.46979510961651 1.75647857874327 2.39172335003718 3.54871747424168 3.66640993804368 7.82945630123018e-06 -LRIG3 1 -4.51045547830663 0.0992935042877182 0.372582215414645 0.90994382178787 1.5631074409039 6.46885776149828e-06 -ZNF853 1 -4.54106853327065 0.468594373205325 0.879601135637988 1.80348179741174 2.33495464795379 5.59698325705912e-06 -ZFP3 1 -4.57316377125615 0.273463870028424 0.639565939142642 1.42036568581284 2.06525160076458 4.80414335948914e-06 -ARX 1 -4.59012962164882 0.102806174757928 0.353019433607072 0.844840234911414 1.40628358633916 4.42970834844469e-06 -MSH2 1 -4.59464577695025 0.886785479122191 1.40382397903977 2.56686934855532 2.90307587073282 4.33484997981449e-06 -UBQLN4 1 -4.59704872117663 0.388210890108433 0.732372544267949 1.60828522835817 1.93139415258446 4.28517443159349e-06 -FBXO3 1 -4.61089730220243 0.845850545675974 1.36650036586939 2.59465387718797 2.91304914673812 4.00934584304159e-06 -CDK4 1 -4.61515575703594 4.96567954674672 5.75264672452304 4.7374438028527 4.39903882789839 3.92800615813194e-06 -PECR 1 -4.62251105400719 0.107178040977021 0.370811435072589 0.827082679104417 1.47132969753216 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1.66348416284919 2.14787799526823 2.98697882172327 3.70419792066334e-18 -ACER3 1 -8.695646117393 0.492033511285898 1.48582273051979 2.00054175135202 2.94835627847545 3.44861701538802e-18 -LOC100499183 1 -8.76900624069772 0.207478500193295 1.13072821628388 1.35261196674889 2.71616620910001 1.80250052134927e-18 -FOXK1 1 -8.78438664746092 0.754756996582112 1.65579028429839 1.99725073443428 2.64616506223323 1.57220029904953e-18 -PPP1R14B 1 -8.79144880540683 3.36439522139181 4.60180905092978 3.88210412339122 3.63113213033274 1.47643499940172e-18 -NBPF10 1 -8.79884022012179 1.55305529091198 2.44929538253142 2.43202187018505 2.62776470094296 1.38237340951986e-18 -QDPR 1 -8.8282472466605 1.25165915549374 2.53311053778265 3.08693596486287 3.74468408229745 1.06328805122305e-18 -CD320 1 -8.84773773819785 1.81760053392479 3.14963769559695 3.576229001451 3.88393218693422 8.9311232150584e-19 -IPO7 1 -8.85877110209639 0.753047459277137 1.71665186911127 2.08347484905939 2.80616263099241 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1.01615303662969 2.11778726613736 2.52626674807271 3.16145909955292 2.48270916381798e-19 -FAM120A 1 -8.99628096835813 0.897285192191931 1.98712910113643 2.3679385149016 3.12527925353255 2.33493226890425e-19 -ARFGAP2 1 -9.03043760124113 0.874739842873753 2.06375334626351 2.47753740652559 3.39676521310253 1.7098665711095e-19 -DMAP1 1 -9.05394574499075 1.0366488156235 2.25085069424206 2.79541143282278 3.45971680565753 1.37893352206114e-19 -PARP1 1 -9.07746183922645 2.49017193611848 3.94194472482467 4.03611538157214 4.12592907809389 1.11136176163683e-19 -PHLDA3 1 -9.08329461804646 0.413830865471036 1.43044821160384 1.77624462960155 2.88736477018608 1.05337005469299e-19 -C21orf62 1 -9.11098895992423 1.22366660328459 2.52565523543267 3.06038815598898 3.68662709269664 8.16343902367063e-20 -CCDC106 1 -9.14197388327254 0.223977280212616 0.926589742260221 1.18516594363518 1.98272923670122 6.13226490559122e-20 -ATXN2L 1 -9.16757489758537 1.665948202178 2.88295314891711 3.09659537247857 3.42472272147529 4.83779603084733e-20 -VPS26B 1 -9.17007245918845 1.07190453325978 2.3070056852492 2.80937725222954 3.4746998684946 4.72701194089271e-20 -EGFR 1 -9.17414993621023 6.24407997137058 7.71710142584918 4.60217783209663 4.14219726022139 4.55151272040907e-20 -ZNF226 1 -9.23578137353162 0.55309026916 1.59530462963001 2.03141583060023 2.91119265891447 2.56407643586169e-20 -LRWD1 1 -9.24625928847159 0.563471044982747 1.6823783589701 2.11721488365945 3.12187552627144 2.32486738334697e-20 -ARPP19 1 -9.26720685896795 3.29973637154315 4.67949039350554 3.97718502733901 3.84096500035399 1.91084193853339e-20 -GTF3C5 1 -9.26994796717929 0.666128330098409 1.84207418476104 2.30866598416177 3.27263497531954 1.86236754195254e-20 -LPAR1 1 -9.30243585637559 0.484837979900756 1.57594858814207 1.89335680060383 3.02593526311617 1.37264297156819e-20 -GPT2 1 -9.34687680643831 1.16801493169779 2.52375008647339 2.87618676441939 3.74193188215017 9.02740004583322e-21 -PSME2 1 -9.47124984437284 2.42696760098051 3.88241490620633 3.81456553592584 3.96439328275535 2.76515043862965e-21 -DCLK2 1 -9.56426960241981 1.95422031359918 3.28595991346018 3.4378680029075 3.59215478912568 1.12996508103914e-21 -PREPL 1 -9.56802590625279 1.04085046073315 2.3034822391873 2.6806305015172 3.40441042297872 1.08966341399918e-21 -FAM108A1 1 -9.58606631881909 0.305713593273176 1.11754248677865 1.27645334491934 2.18479962823475 9.15074567053817e-22 -MEN1 1 -9.68268209168978 0.282361682396576 1.37723127482654 1.52980390385955 2.91711976415645 3.57219349036112e-22 -TMEM175 1 -9.80166171151249 0.667549297732922 1.8527681831903 2.18147586929289 3.11951006996609 1.10748502748914e-22 -PER1 1 -9.85037943086863 1.38795546260041 2.66113998977203 2.91349074732081 3.33446321583541 6.82856944334822e-23 -GRIA1 1 -9.92176379338674 0.0978754882582456 1.08015076279439 0.826982350201727 2.55406453752588 3.34786984369878e-23 -UPF1 1 -9.9666198599178 0.852850046128747 2.15645854201062 2.46611599402715 3.37432435495039 2.13366912579256e-23 -LIMS1 1 -10.0265537856671 0.482561001564753 1.59089516958538 1.76277647140077 2.85171797127177 1.16512378918478e-23 -WIPI2 1 -10.056536243502 1.36721208415265 2.77645962622528 2.97151817734161 3.61515066179373 8.59699627815684e-24 -HS6ST1 1 -10.1734650521668 0.467736271792826 1.546055223177 1.77943414908846 2.73442413618999 2.60474166381475e-24 -PAMR1 1 -10.2727778454338 0.0812030436139077 1.20390398704153 0.756039029776241 2.81944566585081 9.34736828947012e-25 -DDB1 1 -10.3253753520419 1.60599083399506 3.10169340959255 3.24658764455965 3.73703298897897 5.41067639602111e-25 -CEBPD 1 -10.3859774348566 4.94232382056219 6.50292214243738 4.38847042404929 3.87642422790301 2.87212119268544e-25 -BRAT1 1 -10.4512362332142 1.22035819191635 2.66455837422494 2.64156055701173 3.564899324041 1.44627576722212e-25 -DHRS3 1 -10.468368382802 0.496215598725405 1.80583830467969 1.89941543041869 3.22741443763857 1.20705519759478e-25 -BACE1 1 -10.4739113233678 0.811180345386893 2.13349024294865 2.40350474886347 3.25695602182539 1.1383987334295e-25 -HUWE1 1 -10.5163497645217 2.42605161216842 4.06633579393597 3.84477598223313 4.02384842840634 7.26332292336488e-26 -CTSL1 1 -10.6202238116559 1.27598316360111 2.82943934831688 3.10865210927322 3.77357405821673 2.39985038974983e-26 -TSSC4 1 -10.7280819315023 0.663716451036225 2.06759646953405 2.23517864301787 3.3759456756443 7.51396132929659e-27 -RHOJ 1 -10.823179998478 0.799189410496364 2.29043149098165 2.52197767792803 3.55451873379549 2.673374773301e-27 -AGFG2 1 -10.8481879995287 0.257994950199839 1.42873176596891 1.28588076579605 2.78413064823246 2.03417970316705e-27 -ACTR3 1 -11.0405119400843 1.25774034823161 2.84954255017154 2.94195367579542 3.71952453473207 2.43641035553825e-28 -TIMP3 1 -11.049966057499 0.972538771447618 2.54960837695085 2.59646293605875 3.68194635077355 2.19297780457886e-28 -TINF2 1 -11.0652098794409 0.557423573148408 2.03066097305148 2.171625574135 3.43479338611989 1.85029214126159e-28 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3.48055433862203 4.23302301012143 7.57852631339569e-31 -VAMP5 1 -11.6441316206324 0.750465805800609 2.21171903827709 2.24710360133958 3.23747122748596 2.45812652791605e-31 -SORL1 1 -11.6725502741322 0.827440779395215 2.44317703867792 2.4465227985038 3.57101978591624 1.7606483567611e-31 -NFASC 1 -11.7366998143011 0.846128235415091 2.45688869796808 2.51559171536602 3.54056443388042 8.26489833238396e-32 -FSCN1 1 -11.8529255766187 0.722296515743182 1.84101305654341 1.97657810633412 2.43490510524178 2.07806903347122e-32 -MAPKAP1 1 -11.8577585847867 0.922235035155423 2.51907232084906 2.46592404799793 3.47412626778463 1.96156002534506e-32 -WDR13 1 -11.8593724674968 0.789930214736831 2.43066365809118 2.36086335817462 3.56914226945789 1.92411770951647e-32 -SIRPA 1 -12.0199132382054 0.603140484192946 2.06653624791957 2.0619993236188 3.14085580775681 2.79264532429612e-33 -NDST1 1 -12.0540012420967 0.663272875893095 2.36527968943384 2.13700035356469 3.64265131093934 1.84758486233225e-33 -PEPD 1 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3.67804962815772 1.42916093271993e-35 -ASPH 1 -12.4493955900384 1.40491731799543 3.21715306636289 3.13198375868806 3.75538065046214 1.40908184744011e-35 -SALL1 1 -12.4659087888333 0.956927784859538 2.61517805582657 2.52496857960173 3.43173441801784 1.14558296050529e-35 -PIGT 1 -12.4976155103285 1.13754422597758 3.08979969492895 2.96865024983416 4.02992558818164 7.69241166768076e-36 -BRP44L 1 -12.5338322066706 2.20923880868064 4.03176024246203 3.5530349824177 3.75125257481356 4.87489368840024e-36 -AZIN1 1 -12.6345281375829 2.08447074975341 4.06629645335009 3.61051589890657 4.0466343917006 1.36208789560217e-36 -CAPRIN1 1 -12.6383619466779 1.94359364851334 3.95538654814092 3.56813376574139 4.10657747394337 1.29728460575875e-36 -SLC20A2 1 -12.6484927537072 0.699645186889161 2.48796733869936 2.27130123472521 3.64749342964535 1.14041661436732e-36 -YIPF3 1 -12.7327366985579 1.59879657975135 3.58861723743724 3.32204156171417 4.03162115401474 3.88962585341154e-37 -BCL2L1 1 -12.7598279680202 0.566377085487065 2.12704295393215 1.92536936329676 3.15538714411116 2.74807308531392e-37 -NFIC 1 -12.8243737392625 1.48037317042673 3.19015864983816 2.85354517203137 3.43948164944428 1.19750240446686e-37 -PCNP 1 -12.8568230300423 2.42037216598355 4.27701632892615 3.4693988064791 3.7254826820677 7.87471912152743e-38 -AHCYL1 1 -13.5241220227109 3.58284955146472 5.96129036518246 4.48060056748861 4.53702117824738 1.1268089371917e-41 -SSFA2 1 -13.53013904446 1.0611074121322 2.96996899963071 2.61762024941731 3.63965079400452 1.03827073297003e-41 -STARD7 1 -13.8302706386147 2.07388637609222 4.33765949752012 3.72195987321998 4.22269543507408 1.67389552142545e-43 -PFKL 1 -13.8477221864768 1.53162869202527 3.70029562074114 3.2534638185521 4.04019245219207 1.31310353439273e-43 -SEPN1 1 -14.0872760679154 1.19129881582537 3.10002059468282 2.64954638145039 3.49545038252865 4.54767120553209e-45 -SOD2 1 -14.513423409434 2.55939162724971 5.23701043863648 4.25306100632797 4.75955580751029 9.96219299074675e-48 -TUBB3 1 -14.8867376530899 0.790518437506472 3.11799567753424 2.33139873043488 4.03341998888576 4.01907215559785e-50 -EEF2 1 -15.0138403492521 2.53889274033038 4.64451432079819 3.48502895455209 3.6180625264902 5.95950134624977e-51 -MSN 1 -15.0989044449745 1.82633208966343 4.2465710313166 3.44708158442865 4.13523643987058 1.64646269575041e-51 -LANCL2 1 -15.1555583935715 1.32518269562452 3.54424483208848 2.84954365093037 3.77733114352932 6.96211801182061e-52 -NCAM1 1 -15.1782338392848 1.61507039784186 3.95651315159743 3.18616722755748 3.97969549200274 4.92874934521013e-52 -DENND5A 1 -15.2758537506126 2.08771749360766 4.4529342666832 3.59847576330472 3.99441327808131 1.10767782547598e-52 -HNRNPK 1 -15.4094125292037 3.84907788192569 6.19403267975474 4.13302620251809 3.92587015877797 1.41492260717451e-53 -RAB1B 1 -15.479781063864 2.05527287798211 4.21982467408295 3.28104612075655 3.60737014752399 4.75086881104961e-54 -CTDSP2 1 -15.6741242940831 2.1068895390156 4.77079519547426 3.76600170401835 4.38453046518691 2.27336609854861e-55 -EIF4H 1 -16.6706493290774 2.83461623141668 5.43653723239686 3.80381503716743 4.02651321448598 2.14254369816324e-62 -RHOB 1 -16.7214240789665 2.10847653298444 4.71101761989564 3.6539623153526 4.01524335084268 9.15062407635138e-63 -DDR1 1 -18.1520245822287 3.28609440872737 6.21556192475264 4.19299437871249 4.1634289142328 1.23754288410272e-73 -LGALS3BP 1 -18.4115484389792 1.0996028612519 4.2714830406014 2.97882982334641 4.44440877726372 1.06143952049195e-75 -DDR1 2 13.2775003999955 8.29029529222488 6.21556192475264 2.9179941430952 4.1634289142328 3.1265773175008e-40 -AHCYL1 2 12.9052425151356 8.15880507687393 5.96129036518246 3.82101288524656 4.53702117824738 4.20489602145325e-38 -NCAM1 2 11.5979142339317 5.68881891572978 3.95651315159743 3.82719070291657 3.97969549200274 4.22243941541921e-31 -LGALS3BP 2 10.1392202204156 5.96275468263024 4.2714830406014 4.26367131097275 4.44440877726372 3.70041546782833e-24 -CTDSP2 2 10.0568578320466 6.42572743835648 4.77079519547426 4.3013102242027 4.38453046518691 8.56896863457898e-24 -RHOB 2 9.14124861812173 6.08858295870336 4.71101761989564 3.59716965215735 4.01524335084268 6.17353615930923e-20 -LANCL2 2 8.59044054846758 4.7620990663895 3.54424483208848 3.82593437501724 3.77733114352932 8.66364896508449e-18 -DCLK2 2 8.43383347986736 4.42299765122817 3.28595991346018 3.63860779803087 3.59215478912568 3.34522613593308e-17 -DENND5A 2 8.39270251211007 5.7111341500777 4.4529342666832 3.73401695729554 3.99441327808131 4.75092673456653e-17 -LIX1 2 8.35056547527914 2.15870941298123 1.26028656303082 3.52079326563101 2.86661975124951 6.79369194980311e-17 -PGAM2 2 8.31858081707695 2.24766467561673 1.34292360342224 3.43685742406248 2.89787902552362 8.90227897633006e-17 -RUFY3 2 8.14642953537208 4.44873882574499 3.33656991956503 3.67478932195884 3.63754713141573 3.74827006475834e-16 -METTL21B 2 7.99257821852217 2.14323955870708 1.27841167654757 3.59946170498869 2.88302211137892 1.32145617087438e-15 -ATCAY 2 7.91245690602816 1.30834114377942 0.65850184432408 2.97238607160054 2.18826442404855 2.52358238410165e-15 -LOC375010 2 7.81315232651112 0.815172157654363 0.401806902977271 1.93486736635916 1.40965508832916 5.5775121063234e-15 -SEPN1 2 7.61795603050996 4.09941385866487 3.10002059468282 3.59403998229718 3.49545038252865 2.57724051312518e-14 -PER1 2 7.35083806377739 3.58107596090329 2.66113998977203 3.513040952462 3.33446321583541 1.96967934698706e-13 -COL6A1 2 7.27369663141443 2.31847429627419 1.501945952365 3.48282941688735 2.99103342725221 3.49781032787808e-13 -TRIM2 2 7.07801606994692 2.75385750845466 1.91471051768566 3.57502169752916 3.15886948600908 1.46232771800698e-12 -EIF4H 2 7.0213545028636 6.4976092071797 5.43653723239686 3.50793569426194 4.02651321448598 2.19727555381096e-12 -PLXNB1 2 7.01233722989062 2.71747989157921 1.82409262894116 3.89156191843208 3.3945495171133 2.34369452542272e-12 -HNRNPK 2 6.9236979081706 7.21419400954934 6.19403267975474 3.29548944675467 3.92587015877797 4.40003706174875e-12 -TMEM132E 2 6.87019835495781 0.717297419775503 0.331346363814133 2.18825447507092 1.49681505578475 6.4112694842413e-12 -BRP44L 2 6.8614920497312 4.99778817801439 4.03176024246203 3.63171824806509 3.75125257481356 6.81449976440117e-12 -NBPF14 2 6.85893505790913 2.55437261986017 1.91995739606063 2.71806061374546 2.46446179891936 6.93757659604726e-12 -EGFR 2 6.54711662829641 8.73493241401205 7.71710142584918 3.72063797408601 4.14219726022139 5.86585546062346e-11 -PTPRN2 2 6.46441139662755 2.02935292722035 1.33537765780891 3.40344564362483 2.86035668236101 1.01693861370387e-10 -PLEKHB1 2 6.42178351758939 4.60062532102133 3.58038823821959 4.37025555539356 4.23302301012143 1.34686874592295e-10 -TIMP3 2 6.41223139643691 3.43570576604058 2.54960837695085 4.04055995609714 3.68194635077355 1.43404946619207e-10 -SALL1 2 6.1508017084314 3.40738785715155 2.61517805582657 3.66630934661804 3.43173441801784 7.7092254735075e-10 -PCMTD2 2 6.1415153759454 3.26024361324947 2.45827021793916 3.78783095171822 3.47928178338769 8.17379117506678e-10 -AKAP1 2 6.08898220897324 1.2474449460265 0.735166780107847 2.9154721873124 2.241642367875 1.13630744370036e-09 -LINGO1 2 5.97566992832886 0.586083975592056 0.2897099718993 1.82046249227576 1.32147420968444 2.29146541242388e-09 -FSCN1 2 5.8985867128503 2.38005780947543 1.84101305654341 2.51495719393389 2.43490510524178 3.66628276745605e-09 -HUWE1 2 5.87839411773603 4.95409488376572 4.06633579393597 3.96682372647386 4.02384842840634 4.14265653884478e-09 -NFASC 2 5.84469596666518 3.23354566344697 2.45688869796808 3.76296953304197 3.54056443388042 5.07494292956781e-09 -DAAM2 2 5.78547189125629 1.35255677341617 0.824225925551688 3.02664149455376 2.43316951363754 7.23090517843503e-09 -ACADVL 2 5.70428733879929 5.72438976773214 4.82241635398307 4.05112959350116 4.21305887568626 1.16830852650095e-08 -WIPI2 2 5.69330413250293 3.54893670179298 2.77645962622528 3.83492752455461 3.61515066179373 1.24604142575326e-08 -PLEKHA5 2 5.66874395152576 2.51126362500301 1.8448891466254 3.51595956547487 3.13210779266176 1.43848147191933e-08 -NBPF10 2 5.63830599132637 3.005365977649 2.44929538253142 2.72129009925326 2.62776470094296 1.71731153532312e-08 -MARCH6 2 5.60160314123428 4.19986308818508 3.39678213303143 3.93637011373153 3.81990159715167 2.12378354910545e-08 -PFKL 2 5.59811347112118 4.54916049821277 3.70029562074114 3.97990973222549 4.04019245219207 2.16696907882765e-08 -GPT2 2 5.557423472921 3.30423440733769 2.52375008647339 4.04263748300841 3.74193188215017 2.73785956340322e-08 -LOC100499183 2 5.55450623495567 1.6969630920779 1.13072821628388 3.20583878969857 2.71616620910001 2.78397577362176e-08 -SLC20A2 2 5.51792732155055 3.24334703739369 2.48796733869936 3.90140175869355 3.64749342964535 3.43021228553101e-08 -MPRIP 2 5.48933362190438 2.09773459534417 1.50701521065797 3.27052240059277 2.86725805638878 4.03452945679209e-08 -STARD7 2 5.39599867298375 5.19283727622633 4.33765949752012 4.11528000937366 4.22269543507408 6.8143449906317e-08 -NDST1 2 5.37810822806167 3.10054140458964 2.36527968943384 3.97689573975672 3.64265131093934 7.52725654746171e-08 -VAMP5 2 5.35459407913724 2.86233885251824 2.21171903827709 3.51998588896945 3.23747122748596 8.57486970155985e-08 -PURA 2 5.33619429680918 2.15664642426145 1.5923873229177 3.15586653605075 2.81742344350185 9.49176898520911e-08 -SORL1 2 5.24020847396409 3.14549800909239 2.44317703867792 3.85935367132914 3.57101978591624 1.60395291049436e-07 -SSFA2 2 5.21248738879799 3.68200106029179 2.96996899963071 3.80813068256971 3.63965079400452 1.86325238553899e-07 -ATP9A 2 5.20869245102348 2.39214513938838 1.78370411170285 3.45733242701048 3.11239681035548 1.90176032144046e-07 -BOD1L 2 5.18382791216948 2.76527229975023 2.14709712010777 3.37612551119469 3.17735816748594 2.17377517967943e-07 -TBK1 2 5.17611614009184 3.5228507024229 2.76772907492921 4.35950428827456 3.88703169824627 2.26552460427983e-07 -GPR37L1 2 5.06256375169632 4.13749340595622 3.3800754717875 4.24348621312103 3.98630261399991 4.13655671982418e-07 -SLC6A8 2 5.04670703168346 2.42791338308768 1.86738016197459 3.21904010689683 2.9593644226859 4.49489784168368e-07 -TP53BP2 2 5.04025353645633 3.65189060665338 2.94264052950183 3.8646761525089 3.74931728629966 4.64915512743709e-07 -RAB1B 2 5.02733167666938 4.90047343793826 4.21982467408295 3.27369828287579 3.60737014752399 4.97351708849699e-07 -SALL2 2 5.0093847935307 2.51001129914229 1.91731352527918 3.38056447193084 3.15249269180066 5.46043015623045e-07 -IFIT3 2 5.00780345902808 1.57681382117477 1.059998363872 3.29364081700534 2.7497512242036 5.50547093883537e-07 -ATP2B2 2 4.9970404256645 0.670025535138759 0.384528572053305 1.97661040528854 1.52227745503338 5.82168678447728e-07 -CTNNA1 2 4.99294409913663 5.33341221779036 4.55178708900864 4.06713852932155 4.17106535778326 5.94657733971741e-07 -IPO7 2 4.9496224368611 2.23794226434832 1.71665186911127 3.10652276432675 2.80616263099241 7.43575886551685e-07 -CYB5R3 2 4.93235313277488 3.567999067417 2.90006731603596 3.81291781219336 3.60813777083011 8.12448634791166e-07 -BRAT1 2 4.90118168674116 3.32031530002916 2.66455837422494 3.81540053990146 3.564899324041 9.52619035253146e-07 -EEF2 2 4.85666135522152 5.30400506478085 4.64451432079819 3.22327766026443 3.6180625264902 1.19381505236039e-06 -MSN 2 4.79861750329424 4.99132237338928 4.2465710313166 3.98010261193356 4.13523643987058 1.5976456887082e-06 -PHLDA3 2 4.77215097589416 1.94759120223566 1.43044821160384 3.25185681339626 2.88736477018608 1.82268788879265e-06 -TMEM205 2 4.75524729451846 5.45468959554463 4.75029115106727 3.65649258757962 3.94684859347231 1.98203647364967e-06 -PPM1A 2 4.7275098843692 1.61606860761501 1.18066832125834 2.7997083817965 2.45392593313903 2.27290002757203e-06 -TNS3 2 4.71072874669057 1.49602111080153 1.04114285869423 3.01607101839493 2.57283693443468 2.46832581539681e-06 -CAMK2G 2 4.6890959162566 2.3567004736942 1.77543317323309 3.67882975456456 3.30287365744963 2.74414747856803e-06 -ASPH 2 4.6319724027256 3.8700050709553 3.21715306636289 3.81795853988331 3.75538065046214 3.62198442787267e-06 -KAT2B 2 4.61529274769119 2.47578256460763 1.92050048508562 3.41880330459248 3.20567573450808 3.92541597337969e-06 -CNTNAP1 2 4.56548826189528 1.35753914293992 0.972825791556814 2.59375855988035 2.24520093092361 4.98333082231832e-06 -PREPL 2 4.53942911137043 2.88349555545814 2.3034822391873 3.60703519640254 3.40441042297872 5.64067396285078e-06 -SOD2 2 4.53843059500446 6.04772306367896 5.23701043863648 4.51017752993353 4.75955580751029 5.66744426589766e-06 -BRF1 2 4.48976540644311 1.08038302976278 0.74034110589444 2.43465930858366 2.01796672509916 7.13016564467355e-06 -PLA2G4C 2 4.43431439891384 1.25858053170925 0.867239574294197 2.79261976955576 2.35144056895433 9.23657523200994e-06 -EXOC7 2 4.42880834644366 2.56876837407229 2.04189188680382 3.37064636949698 3.16976537071849 9.47551764806228e-06 -LOC728875 2 4.36902861158272 0.828908852628566 0.605303987689072 1.62902691297607 1.36364569227322 1.24800416784909e-05 -ARHGAP32 2 4.31688754883367 1.70548635163998 1.26999037216655 3.0802351514809 2.68793399280957 1.58244723553465e-05 -SIRPA 2 4.28462881739593 2.57161141706365 2.06653624791957 3.37068460243961 3.14085580775681 1.83044528212246e-05 -ZDHHC8 2 4.27820740725986 1.009238415646 0.708299835272695 2.24484144236271 1.87422280568014 1.88404431917232e-05 -AZIN1 2 4.26444301691621 4.71396245253098 4.06629645335009 3.94710330075237 4.0466343917006 2.00401477949357e-05 -GPD1 2 4.25766017099632 0.389888250210504 0.197812246309903 1.67238817356385 1.20200784560883 2.06577647900545e-05 -DLG2 2 4.24465324676858 1.0497399176759 0.713632633124568 2.50781905509379 2.10979808068387 2.18931705108594e-05 -UBAP2 2 4.24259037652119 1.78291810585788 1.35439049809188 2.99801996972337 2.69124285256706 2.20954514497878e-05 -BRD4 2 4.20476665054683 2.68227388017908 2.25816305098124 2.78177407204216 2.68746395631962 2.61351655869695e-05 -CRTC1 2 4.18118133672612 1.16272816445707 0.84048820991675 2.37234960256431 2.05345679607853 2.89998464846056e-05 -BAZ2B 2 4.15202149590392 4.08196982668427 3.46955435390984 4.00082574698646 3.92999272916627 3.2955129824786e-05 -PARP1 2 4.12159278069345 4.58018124872758 3.94194472482467 4.07139296876684 4.12592907809389 3.76261875929024e-05 -CACNA1D 2 4.11525063019902 0.756111923674551 0.487079449811966 2.232229870454 1.74186142144313 3.86758933676626e-05 -CEBPD 2 4.10288094260866 7.09984062814802 6.50292214243738 3.41663312310446 3.87642422790301 4.08037246950782e-05 -CPSF6 2 4.05342967342963 3.2089822599767 2.65391974097395 3.93121078243687 3.64858480654028 5.04721775914326e-05 -LRRC14 2 4.05001602187066 2.75241035669325 2.20895745783206 3.82241117219687 3.57528242373749 5.12141263856728e-05 -MID1IP1 2 4.0408662292635 0.809195238348172 0.604057613276142 1.53762502101314 1.35262071792631 5.32541304250616e-05 -TP53INP1 2 4.02711959023798 1.10645650580649 0.800315053536902 2.32550879127214 2.0255025620396 5.6464317263771e-05 -MAGED4B 2 4.01224025938234 0.211604123881147 0.136548025765079 0.628940160783895 0.498430072598541 6.01452399781414e-05 -TAOK2 2 4.00471816974332 1.22012431429578 0.902619221609706 2.42290903078534 2.1124377647499 6.20914630726885e-05 -C19orf60 2 3.9559151552843 3.29834410568616 2.78850006467824 3.48423362277086 3.43396263045739 7.62422186832398e-05 -PROX1 2 3.95201666027598 0.91396458010851 0.627549643425384 2.32722185177502 1.93099914571308 7.74953438652641e-05 -HIATL2 2 3.93655966481434 1.44027545753362 1.08652918217594 2.69849758583713 2.39430913807385 8.26580762203983e-05 -ATXN2L 2 3.93399956920418 3.3886084186735 2.88295314891711 3.48077069544214 3.42472272147529 8.35439326860739e-05 -SSBP4 2 3.93001793500987 2.60259391635266 2.15967749375609 3.14218066187488 3.00284168923191 8.49395256681846e-05 -ZNF318 2 3.90636011179209 1.41286723052901 1.04739691705104 2.7888012792821 2.49278610123783 9.36968449087103e-05 -RFX7 2 3.90340097008542 1.83778122950922 1.42719072352901 3.09225997057285 2.80266327540895 9.48503697888315e-05 -GCAT 2 3.90101757670702 0.930351357607976 0.627391378737235 2.55047191008579 2.06924798141462 9.57891949147901e-05 -NSUN5P1 2 3.89571615755951 1.95431621385876 1.55711459482343 2.91675251595304 2.71661997037286 9.79089975439316e-05 -ATP1A3 2 3.8664345944034 0.462637452692661 0.289113068628839 1.49633607476607 1.19579030792616 0.000110438064334418 -C5orf30 2 3.86565111359665 0.812194015616281 0.533440065213343 2.32023502467077 1.9213370660368 0.000110793223901505 -USP18 2 3.85580790871129 0.724907755522678 0.467761357302067 2.18603424225323 1.77692967971076 0.000115348040380389 -MAPKAP1 2 3.85573378104366 3.02181696637574 2.51907232084906 3.65484463734999 3.47412626778463 0.000115383002611593 -CELF1 2 3.7875519475654 3.06819460625223 2.57326386962552 3.65780031988219 3.4816973186445 0.000152138883244627 -CANT1 2 3.74922518884022 1.31163558620526 1.00859596648283 2.40211134062095 2.15359022688097 0.000177381755035049 -IPO13 2 3.73252260664165 2.26301366629568 1.810818439012 3.57579685583634 3.22796422573348 0.000189571676907445 -CANX 2 3.7300232722727 6.90679686827166 6.34971014052453 3.50859803857708 3.97938955618671 0.000191462085248854 -SCAMP5 2 3.71964628794427 1.27881667097019 0.953418586449802 2.69826958307148 2.33087258617585 0.000199501971444146 -TPD52L2 2 3.70883124407183 3.22186570690677 2.71007239656037 3.83260220045459 3.6767382866093 0.000208218138605558 -TMEM175 2 3.69344287855704 2.2851949745365 1.8527681831903 3.34894028677221 3.11951006996609 0.000221238223774658 -DDB1 2 3.69316278576087 3.61968200371511 3.10169340959255 3.86032547607806 3.73703298897897 0.000221482144194957 -C16orf53 2 3.6418285294438 2.5499047871119 2.11778726613736 3.36746118774483 3.16145909955292 0.000270708370216966 -PAK6 2 3.63278536685216 0.494210597192923 0.303535832268129 1.81321479805806 1.39848774699096 0.000280378228353017 -DCXR 2 3.6220049983175 3.56221729933013 3.05188462552362 3.74357993220283 3.75413179269388 0.000292328471736597 -PCNP 2 3.55284809918695 4.77378477595701 4.27701632892615 3.66731026775557 3.7254826820677 0.000381084449430764 -CRTC2 2 3.54114975029025 1.28738199587848 0.993426452446323 2.53869972650658 2.21178316035361 0.000398387399106991 -VPS39 2 3.53435423392122 2.20287374422541 1.7747383793847 3.53440946334086 3.22757403844108 0.00040877283616782 -NAB1 2 3.49487120397634 1.46481176253078 1.12708657781216 2.85081732016294 2.57476417637419 0.000474290568615489 -HTT 2 3.49285577261488 2.07205575746893 1.66910845650959 3.33506048400636 3.0737800216287 0.000477884540744085 -COL4A5 2 3.48579596347068 1.73760324976355 1.37267382007762 3.16056009739202 2.78940844389389 0.000490675103895255 -WASH3P 2 3.44843555286954 1.72360661672861 1.48088514896608 1.89023812105582 1.87538855462554 0.00056384400758227 -ZSCAN18 2 3.43742590480807 3.50092199284577 3.0032950375548 3.93272094214009 3.85723178628524 0.000587271371224937 -ECM2 2 3.41963817740541 1.1538178235919 0.868513578660932 2.53092851491746 2.2229682606452 0.000627044776320367 -LDOC1L 2 3.41158841898719 2.22524462293624 1.81478856238595 3.49241405818803 3.20564352828687 0.000645855511069795 -DDIT4L 2 3.3984744775507 0.95458862493907 0.6849008254465 2.49560349310582 2.11437722644773 0.000677627852764721 -ISYNA1 2 3.39575288664271 1.19870460535576 0.890316383634978 2.73993858242055 2.41972989238289 0.00068440118449118 -SLC23A2 2 3.38401291518796 2.0765005613444 1.68467521478781 3.25917548276329 3.08507481213311 0.000714346428567889 -TUBB3 2 3.36464175532631 3.62733486481474 3.11799567753424 4.16853237903541 4.03341998888576 0.00076643102115232 -BCL2L1 2 3.32056998685641 2.52028514249229 2.12704295393215 3.35236531863933 3.15538714411116 0.000898338322228036 -GUCY1A2 2 3.31578699104976 1.45118236117698 1.12889657979652 2.93151631928111 2.58976112797367 0.000913854548210357 -SENP6 2 3.31014158567105 2.36216251811779 1.97436291233216 3.29052778129152 3.12151896869607 0.000932487898332707 -SLC25A48 2 3.30345274846796 0.554928934942084 0.357665097651329 2.00849036294089 1.59105269424238 0.000955020624359428 -ZNFX1 2 3.3030937259866 2.91569727329435 2.47497474894194 3.67540754040293 3.55508128701579 0.000956244211311144 -SUSD4 2 3.28419164665799 0.998068032639924 0.730116417205968 2.52837806103047 2.17386751641608 0.00102275348479019 -TLE4 2 3.28066639731187 2.09453182720861 1.73288647249521 3.17035988863676 2.9371491864883 0.00103562156722603 -ZNF692 2 3.2775668170511 1.63600733339024 1.2919283640973 3.11304086334508 2.79712426030006 0.00104705945885962 -C1GALT1 2 3.26660328228632 2.31741595314159 1.91747070534442 3.49403380452609 3.26219060167843 0.0010884609541046 -ABHD14A 2 3.26058592120366 1.80787521839203 1.45010520618288 3.18091222288266 2.92356983533123 0.00111182275923334 -WDR13 2 3.26028534095971 2.86739492501035 2.43066365809118 3.7600706495303 3.56914226945789 0.00111300180234184 -SFXN5 2 3.24095947814413 2.7416986466621 2.33959230772275 3.44941421648007 3.30576900923319 0.001191281165756 -ARMC5 2 3.22503381025365 1.19382844535136 0.918361290584963 2.60507932658172 2.2758348148346 0.00125957792401501 -FGF11 2 3.221411479929 1.54477528769241 1.22594871172741 2.94799349164055 2.63702045497207 0.00127560860591134 -SDCCAG8 2 3.21879590541442 3.73615795644375 3.28401104577321 3.72460408563457 3.7427542581373 0.00128730074185505 -C2orf72 2 3.19568871836428 1.29277224409769 0.996993948264045 2.72435576666594 2.46607918970912 0.00139497522010401 -YIPF3 2 3.19281557149149 4.07172983547642 3.58861723743724 4.03621840000991 4.03162115401474 0.00140892901643418 -ZNF324 2 3.18925349279468 1.01880062011998 0.747820027234708 2.61412772368956 2.2638848559232 0.00142640735584732 -SCG3 2 3.17826619961788 2.98920623413463 2.57846808822582 3.54381049346949 3.4433403721201 0.00148158654873351 -ZNF853 2 3.13016959363747 1.15391081503345 0.879601135637988 2.61442417722622 2.33495464795379 0.00174705409310627 -RNF122 2 3.1215320302703 0.55714514546014 0.391816920198538 1.65516585625089 1.41118643658678 0.00179912675398872 -NUP188 2 3.09967759191502 2.55541195210214 2.15872674729144 3.66603465842334 3.40984521002832 0.00193731397718825 -NBEA 2 3.09786528160343 0.792062062526882 0.56899206695651 2.18806363987478 1.91859724578724 0.00194920014483682 -DNASE1 2 3.09717832149654 0.465398708392559 0.306870958958617 1.71135753068123 1.36377984821377 0.00195372309459688 -ARHGAP33 2 3.08102469774838 1.04599929769773 0.80092467036672 2.39317610916629 2.11937768209381 0.00206289536956503 -C22orf32 2 3.04440077214862 2.58538017017042 2.23408550046344 3.18310507458647 3.07450300771451 0.00233144326663862 -ZFP3 2 3.02535413022666 0.874066561628277 0.639565939142642 2.42284978148682 2.06525160076458 0.00248342164519424 -RAB15 2 3.00266641312122 0.893812473115072 0.661162830316728 2.38325215694696 2.06443155866395 0.00267625609015838 -PAAF1 2 2.9527174420472 2.00111352651689 1.65658384143258 3.35537248614072 3.10892283793887 0.00314990140138008 -STOX2 2 2.95028141955189 0.789447565037022 0.575761068032365 2.13917501850793 1.92982896728664 0.00317484601650783 -RSAD2 2 2.94833752505848 0.573227166901826 0.3868337017252 2.05493369957262 1.68445210809055 0.00319488030816805 -DFFA 2 2.94345917381822 2.49200526401861 2.11227083146088 3.70047567138227 3.4373768499807 0.00324566628651384 -CKB 2 2.93558049941552 7.41300900204196 6.93357071400818 4.07541229195881 4.35154927181016 0.0033292421630316 -CAPRIN1 2 2.93310097895224 4.40745255341041 3.95538654814092 4.0904817935249 4.10657747394337 0.00335594722859653 -ATG16L2 2 2.90466695456009 0.806073475772583 0.591808182204551 2.2536716652664 1.96544398879298 0.00367644069517896 -LONRF1 2 2.86015920696718 1.54830026533145 1.25717294238978 2.99144676399994 2.71205157419823 0.00423428377519167 -QDPR 2 2.85993234000825 2.93505473006052 2.53311053778265 3.9507544983776 3.74468408229745 0.00423731401424284 -TMEM150A 2 2.84707756844354 1.15567020913577 0.903904423514669 2.64442734975312 2.35614815800651 0.00441226098635676 -GTF3C1 2 2.84556521610495 2.38139257139662 2.04165163818533 3.35878114643714 3.18115270774038 0.00443326803745263 -ZNF219 2 2.78866303042938 1.18067184225452 0.954155402946918 2.40983570457959 2.16425720719538 0.00529261014834292 -SGSM2 2 2.7864914683433 1.47094131298194 1.18857342546738 3.00497638518169 2.69999383525672 0.00532820206528675 -SNX29 2 2.78542483842838 1.32796871926865 1.06157388310574 2.8201069304777 2.5482353942391 0.00534576317701444 -PCDHGB7 2 2.78169797443169 1.15671566737034 0.914411981790048 2.67081323353587 2.32089360183772 0.00540753380082063 -SPIN4 2 2.74767103500409 0.27247800996333 0.17477396032571 1.18158742393919 0.947442832475607 0.0060020195407128 -CCDC84 2 2.74106021830888 1.37813002250211 1.12537535628973 2.69733448838569 2.45689044245034 0.00612412824591585 -NFIC 2 2.73400264539045 3.54308715906918 3.19015864983816 3.36631021836884 3.43948164944428 0.0062569541723236 -NEDD4 2 2.71912352098006 0.668239928204959 0.493964387877776 2.00509966208829 1.70770435816441 0.00654551599060222 -MLLT10 2 2.70653682273388 1.33765355947103 1.08106729382237 2.75810106575705 2.52594942903587 0.00679890418943424 -CTSL1 2 2.67491085435057 3.20828037526028 2.82943934831688 3.84652286290215 3.77357405821673 0.00747491233848829 -PRDX6 2 2.66672565701567 5.89679459289589 5.46842916883764 4.07723257472993 4.2799752262213 0.00765941673453958 -MASP2 2 2.65765016848017 0.548030309636354 0.412019090856802 1.55731927842092 1.36358465227773 0.00786875256090431 -LPAR6 2 2.65063887406946 0.749711307600866 0.559767633053026 2.19458611228439 1.90932323604038 0.00803396911675366 -PLCG1 2 2.6497078902892 2.32775587508271 2.02144970626766 3.22397652039768 3.08008661763304 0.00805613914377278 -TAOK1 2 2.63673242052607 2.83840017734146 2.50157301152567 3.54833569493128 3.40366052093886 0.00837088331721844 -CCDC106 2 2.60727276191091 1.12060893475412 0.926589742260221 2.16589176085225 1.98272923670122 0.00912666260034983 -NR2C2 2 2.60630260277033 1.40358198091274 1.15444994122998 2.8182396679317 2.54688849405328 0.00915255625604191 -EFR3A 2 2.60411162988731 1.05986551809525 0.83931863074403 2.48008318548984 2.2565581070256 0.00921127498324458 -AGFG2 2 2.60192717331486 1.70061320652302 1.42873176596891 3.0725172969921 2.78413064823246 0.00927015355171735 -PRPF4 2 2.59416961215387 1.52864491419893 1.25506542213589 3.10151961439032 2.80989671533263 0.00948196968867731 -RSF1 2 2.58520532242481 4.13453861585222 3.76901205165102 3.62098896913437 3.76729030873246 0.00973210232456521 -TNPO1 2 2.55440846236188 2.64263638333532 2.32015836159588 3.44874078106849 3.36368223983295 0.0106368393939233 -FAM120A 2 2.55271294486233 2.28655242299724 1.98712910113643 3.35032425336021 3.12527925353255 0.010688754845173 -BEND6 2 2.52917653987047 0.939080317351492 0.752440082164136 2.13676254379662 1.96621639827434 0.0114330503514798 -LMF1 2 2.52859785698807 1.99183359749778 1.70387466793869 3.23964440517366 3.03428220722493 0.0114519157243834 -ERCC1 2 2.52032902742025 3.39685200657088 3.0542591743301 3.61919708351329 3.62181461173672 0.0117245181368752 -VAC14 2 2.51554371472706 1.76968519939987 1.48529212079169 3.26736613276746 3.01225919843155 0.0118848937439729 -GRIA1 2 2.50383160217852 1.32016212297638 1.08015076279439 2.83237242164597 2.55406453752588 0.0122856493200075 -MMS22L 2 2.45285308974059 1.23790532367855 0.997601457649576 2.87827860987377 2.6103239362368 0.0141728208207615 -UPF1 2 2.451141465765 2.46687877319968 2.15645854201062 3.53476857637036 3.37432435495039 0.014240397424615 -PDXP 2 2.43994272395929 1.05413344420029 0.848131032301494 2.51254264423226 2.24956143929496 0.0146895907288835 -KIF2A 2 2.39784185509114 2.33230810478542 2.05498257380701 3.18929834421336 3.081587487209 0.0164919838205775 -C17orf80 2 2.39617861054563 1.10902731456277 0.890921154292548 2.65564691606691 2.42523557698211 0.0165670151450105 -C19orf29 2 2.33222632794454 0.686130438967355 0.532397007112493 2.03918042214177 1.75631663195211 0.0196887878341729 -ARPP19 2 2.30747361308519 5.01212842944428 4.67949039350554 3.79493232117251 3.84096500035399 0.0210284316012487 -IRF2 2 2.30141083890059 1.48934797287509 1.26092294456711 2.84220195708237 2.64456787941165 0.0213684198393164 -ARFGAP2 2 2.2682968120298 2.35292800123015 2.06375334626351 3.582895699661 3.39676521310253 0.0233111221061125 -SFT2D1 2 2.26369274434826 3.67167256883673 3.3591870628629 3.65139663088353 3.67804962815772 0.0235930190627567 -RNF44 2 2.24959742918315 1.03852919083638 0.86112241651899 2.27819987908475 2.10121541342855 0.0244745118016471 -ZBTB41 2 2.24836378442518 1.18034685915921 0.983769839671932 2.53108829353873 2.32954631975061 0.0245530025140411 -PAMR1 2 2.24418637274331 1.44137875119401 1.20390398704153 3.06509521238621 2.81944566585081 0.0248204124558741 -GPS1 2 2.24313042840078 3.14621136923246 2.82806453763639 3.83536816974333 3.77901191563964 0.0248884050019392 -MYH10 2 2.23744204103781 2.38698702856175 2.10139225838514 3.47354615037547 3.40097658353322 0.025257463414071 -TTC14 2 2.21881304747699 1.98338458081862 1.71612883234859 3.3893711965312 3.20930896865728 0.0264994459930434 -PEPD 2 2.21023155342115 3.15073741089573 2.82729889367572 3.98026032723132 3.89905308600781 0.0270890961618553 -MRFAP1 2 2.19524447072442 5.81858334861275 5.484830942261 3.91519775337389 4.05085501173341 0.0281460658181702 -MTX3 2 2.17541207877795 0.839525074334119 0.680642147436548 2.22812273528481 1.94599124292064 0.0295992501598334 -TRIP11 2 2.15454189642942 2.14400206020353 1.88460827965755 3.40402938257676 3.20781859597649 0.03119770004946 -DIXDC1 2 2.14829646151223 1.45774086195921 1.24155314144865 2.90059258249416 2.68127892557822 0.0316902118227188 -BACE1 2 2.14790916053096 2.39604664907058 2.13349024294865 3.3064027123954 3.25695602182539 0.0317209725241188 -SMARCB1 2 2.14397097523908 2.35072095178041 2.09816239761137 3.27520109273894 3.13868958659895 0.0320352124847586 -ADD3 2 2.11060638382535 3.27077325547922 2.97075160954821 3.73573832273201 3.78748156266524 0.0348061585068993 -DHRS3 2 2.10733371186614 2.0610983645501 1.80583830467969 3.47586474492066 3.22741443763857 0.0350886631250131 -DOK5 2 2.09134951940998 2.2040193125831 1.93767813177195 3.49357633228642 3.39325802944854 0.0364967438250144 -NOTCH4 2 2.07196737293187 1.2312189619722 1.03250378193203 2.799618282805 2.55536720995496 0.0382684840396582 -P2RY14 2 2.04489163077197 0.743729412338177 0.594813258292548 2.204717030105 1.94033491903199 0.0408655432145129 -COG1 2 2.02432932931271 1.25570909893212 1.05391938056253 2.91079919551011 2.65596930936771 0.042936277821051 -C21orf62 2 2.02220152980124 2.80545571818373 2.52565523543267 3.65584086659295 3.68662709269664 0.0431555363132003 -TAF9B 2 2.02008942101633 2.11195651691936 1.87109902297863 3.37692158304822 3.1768357000414 0.0433741129854892 -FUZ 2 2.01459495894755 0.82347374626031 0.675738746288875 2.16197082034142 1.95389327902181 0.0439471061115582 -SEC24A 2 2.00771508375194 1.25038308531325 1.06799751432255 2.60110276261174 2.42043587242816 0.0446735768340464 -PPP1R26 2 2.00418411065706 0.659923270467892 0.520444320262239 2.08667721347669 1.85428395662307 0.045050342003682 -TMEM33 2 1.99785405303012 2.55577830158923 2.32063000160288 3.26495160253596 3.13605210503346 0.0457324851984297 -UBC 2 -1.98187000427088 9.73821069357921 9.89779819432538 1.86288272280729 2.14550185456567 0.0474937919009492 -RPS18 2 -2.01596425846514 8.47165985132022 8.64191423816786 1.85884109974167 2.25019765786645 0.0438037133394882 -PDGFD 2 -2.15832309774917 0.218144253663903 0.349302354832403 1.2327329422135 1.61913793339792 0.0309027201217948 -CTBP2 2 -2.16696338634573 1.27858465275601 1.50851257447525 2.62085720128928 2.82712704961956 0.0302376460287925 -DNAJC17 2 -2.24384023846998 0.775081948893472 0.978307347644039 2.1421950938003 2.41318844957258 0.0248426823913212 -AGMO 2 -2.3610600823226 0.539434659706586 0.736036212379138 1.95782802143691 2.21863106726791 0.0182227779948996 -PRADC1 2 -2.45946065727984 1.15264511802726 1.42011297473606 2.69244246477903 2.89758979425945 0.0139145947674262 -LPAR1 2 -2.46345550688961 1.29617985918251 1.57594858814207 2.81673320271855 3.02593526311617 0.0137604973043829 -UBLCP1 2 -2.47327159136631 1.62910229808907 1.92473136211965 2.97725272200612 3.18478782829268 0.0133882355003874 -LOC152217 2 -2.51591662314585 2.73310384909228 3.09183367447957 3.59024941389951 3.79906240068932 0.01187232651689 -CAMK1 2 -2.54940577804777 1.43041227418472 1.73083704265131 2.86153655143716 3.13979978119335 0.0107906665071689 -SYAP1 2 -2.75373449269772 2.39657788473188 2.75142258047857 3.25006485452209 3.43337656703888 0.00589195451305702 -CCBL2 2 -2.83310156737311 1.29371605696305 1.62603089962875 2.89355887894807 3.12530768867703 0.00460987361758849 -CXorf40B 2 -2.94567344222059 1.05635873366044 1.35330036670706 2.39572857711075 2.68591137754192 0.00322252421638693 -TM4SF1 2 -3.0704269893313 1.23096969320425 1.64679530949995 2.96198838860281 3.60842472917828 0.0021375293999334 -WASF3 2 -3.27122563040171 1.82074334166029 2.23304493116436 3.05336229821415 3.35822425701289 0.0010708243854004 -ECI2 2 -3.32255538499902 3.11156901562752 3.62514019639346 3.92349741396176 4.11844813880529 0.000891969620072951 -CYB5R2 2 -3.61755693490867 0.247170739299056 0.480295795294499 1.25778572428139 1.71703348209605 0.000297396924484007 -RPS15A 2 -3.86128661889354 5.67723057597357 6.10233096347607 2.81865750399095 2.93335514225935 0.000112791493411521 -RPS20 2 -4.58885372080731 5.6274152030567 6.14676208805082 2.93166928636932 3.0154942362466 4.45686592682813e-06 -ATP6V0C 2 -5.21816016156752 3.42959307560283 3.86757641424506 2.03674253111691 2.23637881955919 1.80709173122646e-07 -RPS29 2 -5.50164157974194 3.61924194448926 4.10483867741957 2.13392194465352 2.35173643708298 3.76271281179491e-08 -RPS6 2 -6.96705990133789 6.94414805527045 7.77324497980439 3.21097608205868 3.1707422903076 3.23632900691678e-12 -TUSC3 2 -7.90012895535292 0.0459834871487618 0.820349274023337 0.530264565385813 2.61166315266037 2.78615026893778e-15 -USMG5 2 -9.84428684909055 3.24698629065952 4.36307228245837 2.75366320735701 3.02077642160404 7.25519263035659e-23 -LPAR1 3 14.3696666735311 4.27972844915516 1.57594858814207 3.56988070517798 3.02593526311617 8.02163870071565e-47 -TUBB3 3 14.0261921413862 6.63585308993113 3.11799567753424 3.42169891019381 4.03341998888576 1.07785539514497e-44 -ELOVL1 3 13.6796266489844 5.90697169693447 2.76922172084662 3.11854881582862 3.68874885823794 1.34380892958712e-42 -LIMS1 3 13.4775936612653 3.98081830494642 1.59089516958538 3.25903539740503 2.85171797127177 2.1190587278284e-41 -TINF2 3 13.2086084240966 4.85178828687749 2.03066097305148 3.55783062428633 3.43479338611989 7.82578080041838e-40 -ACTR3 3 13.2081690921655 5.904428845631 2.84954255017154 3.2278562519385 3.71952453473207 7.87158367829439e-40 -CAMK1 3 13.1350906589529 4.29532126692061 1.73083704265131 3.55752969647693 3.13979978119335 2.07243085763109e-39 -PIGT 3 13.0142518178251 6.35102824120761 3.08979969492895 3.41224553216615 4.02992558818164 1.01531859190469e-38 -CD320 3 12.8824360675055 6.260885740356 3.14963769559695 2.9944146964436 3.88393218693422 5.65228765354481e-38 -RAB1B 3 12.7084462422561 7.07050268296098 4.21982467408295 1.9609489850099 3.60737014752399 5.30785913286288e-37 -MSN 3 12.524672988666 7.4671336224129 4.2465710313166 2.62848098645596 4.13523643987058 5.4716403319422e-36 -SFT2D1 3 12.4036088843411 6.19599968504296 3.3591870628629 2.49926027853099 3.67804962815772 2.49813706266256e-35 -EEF2 3 12.3496731812336 7.42292561003857 4.64451432079819 1.77583471017141 3.6180625264902 4.89097103336472e-35 -NFIC 3 12.2849931177428 5.81759931058874 3.19015864983816 2.67969396404696 3.43948164944428 1.09054302782435e-34 -CYB5R2 3 12.1742265366825 1.78012157167244 0.480295795294499 2.90027430084937 1.71703348209605 4.26417138197174e-34 -SOD2 3 12.1299902965654 8.8269891993551 5.23701043863648 2.83440557913603 4.75955580751029 7.32581176113252e-34 -PEPD 3 12.0536757118923 5.74972577274021 2.82729889367572 3.56010677746016 3.89905308600781 1.85489824791576e-33 -PSME2 3 12.0462899212112 6.85199501241127 3.88241490620633 2.67949168279364 3.96439328275535 2.02877721905068e-33 -SYAP1 3 11.9766665162336 5.30837353647287 2.75142258047857 3.06266947976529 3.43337656703888 4.70879477368035e-33 -PPP1R14B 3 11.9658100809096 7.30358393544161 4.60180905092978 1.91017868861186 3.63113213033274 5.36712081472081e-33 -CAPRIN1 3 11.8137209512322 6.9720838241347 3.95538654814092 2.78974785949143 4.10657747394337 3.31556311228569e-32 -EIF4H 3 11.7131023219964 8.36922662376594 5.43653723239686 1.85337102692598 4.02651321448598 1.09209178754894e-31 -PIN1 3 11.6792672028252 5.19724915280049 2.75938268364815 2.72938124399992 3.35682976364651 1.62692014221251e-31 -PRDX6 3 11.6549541304528 8.57025084163546 5.46842916883764 1.68644506152078 4.2799752262213 2.16496977037909e-31 -YIPF3 3 11.6100099109279 6.49918227409566 3.58861723743724 3.11367642466056 4.03162115401474 3.66573113566095e-31 -PSMB5 3 11.5573934640923 7.46624971252312 4.45345903667139 2.19189416370227 4.19221992232306 6.77336500596523e-31 -TSSC4 3 11.5091513067375 4.48363441799208 2.06759646953405 3.51575868627553 3.3759456756443 1.18640186140003e-30 -BCL2L1 3 11.4862257540597 4.38073723091976 2.12704295393215 3.0687739642061 3.15538714411116 1.54725251617516e-30 -RHOJ 3 11.3925388134072 4.80849295454909 2.29043149098165 3.67665210696023 3.55451873379549 4.5552061107353e-30 -PCNP 3 11.3193903875603 6.89924516849989 4.27701632892615 2.05824883421908 3.7254826820677 1.05200915616303e-29 -UNC93B1 3 11.1166547712684 2.82832082420807 1.04671143308388 3.5025598830864 2.5773498404183 1.04102497216538e-28 -SGCE 3 10.926769932176 5.05508787726792 2.5991719253594 3.21922285664075 3.61457049144985 8.58501177025536e-28 -REXO2 3 10.9189001076408 5.60313975302904 3.09145870144648 3.11358256328419 3.699308872646 9.3622678472431e-28 -PDCD2 3 10.8837367481221 3.96510672444804 1.83081378695977 3.38041335614653 3.15363187331074 1.37795830437114e-27 -HS6ST1 3 10.8390077980605 3.38903432165996 1.546055223177 3.07029000699499 2.73442413618999 2.24896887743671e-27 -ERCC1 3 10.8076273467114 5.4882648149214 3.0542591743301 2.98409227799909 3.62181461173672 3.16756848247826e-27 -USP39 3 10.7689948401735 4.37398862032336 2.08892485901989 3.62042006107825 3.41238600194807 4.82237077059498e-27 -TPD52L2 3 10.5714526259297 5.12699302104788 2.71007239656037 3.54180945068195 3.6767382866093 4.04184914251865e-26 -RRBP1 3 10.5098375158311 4.2640592066136 2.21609071608672 3.06684813918882 3.13373498676054 7.78275209851877e-26 -WDR13 3 10.4619958204155 4.7525630841083 2.43066365809118 3.58682550809289 3.56914226945789 1.29107084207017e-25 -TXNDC15 3 10.3427664842237 3.5068489108029 1.60774746431197 3.3237370566266 2.95288438221503 4.51317167842002e-25 -FAM108A1 3 10.3349750009736 2.52160371203443 1.11754248677865 2.50761692129266 2.18479962823475 4.89539725084311e-25 -NCDN 3 10.3253921758418 3.5785644412349 1.76353260778002 2.95337495614333 2.82691459643261 5.40972792087675e-25 -CANX 3 10.2986587517483 8.89807804112277 6.34971014052453 1.6008455175146 3.97938955618671 7.14505414646515e-25 -HNRNPK 3 10.2947247866195 8.7071668501762 6.19403267975474 1.48776727426601 3.92587015877797 7.44321134350589e-25 -GTF3C5 3 10.2902560771687 3.93613240608181 1.84207418476104 3.6281445067887 3.27263497531954 7.79687392215738e-25 -DMAP1 3 10.2860848820713 4.4637194521749 2.25085069424206 3.41994947691409 3.45971680565753 8.14199270631959e-25 -EXD2 3 10.2825723547114 3.0181601213258 1.24643824376979 3.51441022017782 2.77095052456587 8.44432238962844e-25 -LRWD1 3 10.2629643477239 3.67467226074277 1.6823783589701 3.60117129889729 3.12187552627144 1.03480385401628e-24 -STARD7 3 10.244075490848 7.02750620932195 4.33765949752012 2.94735250269952 4.22269543507408 1.25821979874769e-24 -UBLCP1 3 10.2388124032196 3.95239117114536 1.92473136211965 3.31943712137255 3.18478782829268 1.32857112078558e-24 -DHRS3 3 10.1807832343259 3.84899149649632 1.80583830467969 3.56191043905691 3.22741443763857 2.41608782304153e-24 -AZIN1 3 10.1747472345228 6.6265477784781 4.06629645335009 3.07157115128344 4.0466343917006 2.57066531416687e-24 -BACE1 3 10.1377349697499 4.18662677210411 2.13349024294865 3.40924803480312 3.25695602182539 3.7570987782533e-24 -SSFA2 3 10.1032930978836 5.25655569237746 2.96996899963071 3.13345400577723 3.63965079400452 5.34176573229058e-24 -AGFG2 3 10.0368854217265 3.16634685733703 1.42873176596891 3.22423177785125 2.78413064823246 1.04935205650768e-23 -PFKL 3 10.0172527445735 6.21690428119707 3.70029562074114 3.39597490117816 4.04019245219207 1.28011756488835e-23 -LGALS3BP 3 10.0090178831316 7.03759952051641 4.2714830406014 3.32960441037391 4.44440877726372 1.39126786849514e-23 -CXorf40B 3 9.97262150320634 3.01888236186964 1.35330036670706 3.13882947916573 2.68591137754192 2.00856098389254e-23 -SFXN5 3 9.9613326968868 4.38723865741768 2.33959230772275 3.23993251499232 3.30576900923319 2.25025760129022e-23 -ECI2 3 9.91376029734288 6.16399005087063 3.62514019639346 3.25294820273575 4.11844813880529 3.62731389220572e-23 -TMEM209 3 9.85086373832427 5.07897746019775 2.9539720741831 3.10483710661047 3.46913117010202 6.79574220565364e-23 -ACER3 3 9.80103397768458 3.28269356440866 1.48582273051979 3.46746324170489 2.94835627847545 1.11438994213391e-22 -PAMR1 3 9.77423852750263 2.91751271351494 1.20390398704153 3.73184240419177 2.81944566585081 1.4524540010977e-22 -MAPKAP1 3 9.72908073755235 4.62082886644899 2.51907232084906 3.35352513923539 3.47412626778463 2.26631709839575e-22 -CTSL1 3 9.66925926677458 5.09831704139278 2.82943934831688 3.44984107677175 3.77357405821673 4.07315449104384e-22 -DTX3L 3 9.65041171979946 2.74480059733352 1.23739161329133 2.97169235917693 2.51200358450226 4.89587663317655e-22 -FOXK1 3 9.63882314163218 3.24180037107528 1.65579028429839 2.90125068193352 2.64616506223323 5.48127513731226e-22 -CYBASC3 3 9.61265799837675 2.37741215901456 0.931379232673646 3.40587640225759 2.41918838434838 7.06999063192276e-22 -VPS26B 3 9.60127690004615 4.38149544320795 2.3070056852492 3.41554662297932 3.4746998684946 7.89600776258751e-22 -ASPH 3 9.49778876418566 5.43505057436007 3.21715306636289 3.05416720165275 3.75538065046214 2.14394378550122e-21 -TWSG1 3 9.49716325401333 4.0260826646643 2.12064370208655 3.29283308622275 3.22653318120379 2.15685742523217e-21 -NBN 3 9.48729251641621 3.95605090328903 2.02077162804716 3.34670917585602 3.28047212937674 2.37112739603315e-21 -MAN1C1 3 9.4762659572363 3.07006831873385 1.36071421817363 3.52693418000315 2.90088020752924 2.63545361932695e-21 -ZSCAN18 3 9.44729969323275 5.26923517246664 3.0032950375548 3.49972474593723 3.85723178628524 3.47684181801887e-21 -MEN1 3 9.43972282856534 3.08952594407991 1.37723127482654 3.50419026184661 2.91711976415645 3.73766782229689e-21 -SIRPA 3 9.40035827924076 3.90247169767621 2.06653624791957 3.11834498261501 3.14085580775681 5.43775900213512e-21 -TOLLIP 3 9.39495094584006 4.46527772910937 2.43647993249996 3.31449223765677 3.47279578244997 5.72444912928423e-21 -GLRX5 3 9.33429674102863 4.16812611874651 2.2411195385968 3.11073235463688 3.31998859804292 1.01663899050144e-20 -BET1L 3 9.28711946568664 3.38844078335079 1.66348416284919 3.34351301682614 2.98697882172327 1.58520263166571e-20 -SEL1L 3 9.28633517365278 2.98093403222793 1.42790632790713 3.02680775923057 2.68948945701165 1.59692251349452e-20 -LSM4 3 9.26139549317367 7.10400966627784 4.72855935948786 2.63176332721292 4.12481539787806 2.01777546029515e-20 -RHOB 3 9.17273907213691 7.00123082067334 4.71101761989564 2.37893606275513 4.01524335084268 4.61149671098351e-20 -UPF1 3 9.14678647928234 4.07565913863655 2.15645854201062 3.50790054215054 3.37432435495039 5.86522918425614e-20 -RFK 3 9.12377045545567 3.59796985508133 1.80915586331594 3.40068976613519 3.15301350233651 7.25551421298695e-20 -ZNF226 3 9.09352577329506 3.24145025329735 1.59530462963001 3.12983409026209 2.91119265891447 9.58783168517876e-20 -PSME3 3 9.07664003651569 4.82747794813322 2.72168496623374 3.56216783370573 3.73100266483345 1.11978206550376e-19 -TMEM205 3 9.03005296623 6.96647490333957 4.75029115106727 2.48582380502475 3.94684859347231 1.71588725316481e-19 -GRIA1 3 9.02739803589679 2.51385464468097 1.08015076279439 3.29222397500053 2.55406453752588 1.75802000491145e-19 -EIF2B3 3 9.02653188567718 3.41886052488018 1.66570760837127 3.52376551114058 3.12344509109775 1.7719854044196e-19 -CTNNA1 3 9.01525707663179 6.89003261881558 4.55178708900864 2.98312969403486 4.17106535778326 1.96409258270094e-19 -ALKBH7 3 8.95387708394762 3.97815822677564 2.21604412612361 3.03465939130808 3.16488472273715 3.43210956630771e-19 -LRRC14 3 8.94642565034735 4.19791225583307 2.20895745783206 3.78972469657697 3.57528242373749 3.67179086350122e-19 -LYRM4 3 8.9346909062183 3.19281637394948 1.59138270479829 3.18468310297411 2.88246750453032 4.0831806401205e-19 -CYB5R3 3 8.89513900352549 4.895793031904 2.90006731603596 3.15216715982901 3.60813777083011 5.83462210120885e-19 -SSBP4 3 8.86873494732156 3.81567285012354 2.15967749375609 2.82601768718702 3.00284168923191 7.39815359951779e-19 -CTU2 3 8.83723311578123 2.32850696471557 1.01892502493334 2.93962633526621 2.38314991785302 9.81182706391546e-19 -DHPS 3 8.74092008757892 4.47600487871951 2.52737307954509 3.56806852244179 3.58515249622822 2.3121953195992e-18 -OBFC2B 3 8.66829597948149 3.9007144885265 2.12682257421744 3.25380648290932 3.29100407417496 4.38635282183468e-18 -SLC20A2 3 8.65305599557319 4.45055486687719 2.48796733869936 3.751426397685 3.64749342964535 5.01384086809471e-18 -WDR5 3 8.64861828915976 2.94109840242654 1.44562329236664 3.17054711624511 2.78078528878054 5.21267022324766e-18 -C21orf62 3 8.62977175453287 4.50396148075527 2.52565523543267 3.86369939656527 3.68662709269664 6.14745245266005e-18 -NFKBIL1 3 8.59892989102385 2.45197872904978 1.09353944733672 3.19343864787997 2.54056798568167 8.04628195768718e-18 -MRPS2 3 8.56120060021721 3.80302985278666 2.01266877483188 3.62358348098349 3.36310906997719 1.1169816049967e-17 -HDAC1 3 8.5603156966954 2.58770648377599 1.17724516906698 3.28904287830832 2.64975911905622 1.12558873468878e-17 -ATP6V1H 3 8.53590133977468 4.03056562634804 2.20490687241989 3.48773254430155 3.43957841485494 1.39066993546997e-17 -MRTO4 3 8.49736495709202 3.70405794340789 1.99139542267343 3.42316302766198 3.2413245622659 1.93942926073215e-17 -PIP4K2C 3 8.48790979898833 2.70403045081819 1.24975853377397 3.32560955511052 2.75536958226061 2.10386761592624e-17 -ARPP19 3 8.4701139041037 6.70248443101548 4.67949039350554 2.31127937180939 3.84096500035399 2.4515319085771e-17 -DCBLD1 3 8.40926091203838 1.19220722257158 0.402583561230413 2.4063558325836 1.51007084921532 4.12602363033584e-17 -AIG1 3 8.38129483341152 4.23769252694356 2.41228748606703 3.29824050161215 3.50254017038492 5.23485879184409e-17 -EBAG9 3 8.36176217866796 2.57860128803325 1.24809961202986 2.9156870633233 2.55889586367354 6.17883037595673e-17 -RFT1 3 8.35640329526836 2.52130075994524 1.12794605917844 3.440512619283 2.68149686264226 6.46593915648758e-17 -TSR2 3 8.34113378341283 3.18803172240682 1.61477473598543 3.3404608498973 3.03325959336944 7.35815908100449e-17 -CCBL2 3 8.33511619467442 3.24586091102795 1.62603089962875 3.51361851115851 3.12530768867703 7.74221228181334e-17 -DENND5A 3 8.32854452823143 6.52158471202865 4.4529342666832 2.73604759975082 3.99441327808131 8.18422877701804e-17 -ANP32A 3 8.32239389102799 2.78262355934221 1.57592557437213 2.12564529463526 2.33176789569353 8.62042832271681e-17 -MRPL19 3 8.32215444747006 4.42027040325549 2.671667170996 3.02037155802457 3.37901798336581 8.63786531880659e-17 -ARFGAP2 3 8.22943207370745 3.80195595076544 2.06375334626351 3.67467518129455 3.39676521310253 1.88103125505066e-16 -MRFAP1 3 8.2120797536217 7.55337540303955 5.484830942261 2.11923953578854 4.05085501173341 2.17389797574809e-16 -MYD88 3 8.10281231108688 3.01916536138304 1.46018021465872 3.77083054509592 3.09414880336973 5.37030560512294e-16 -NDST1 3 8.09962543628741 4.19990566722808 2.36527968943384 3.87066741862721 3.64265131093934 5.51286584051822e-16 -DDB1 3 8.05968791062423 4.97457430327075 3.10169340959255 3.21422315893845 3.73703298897897 7.64894777285358e-16 -ERGIC2 3 7.96013037435205 4.24400139238348 2.49772025686894 3.39557837948976 3.52800327292172 1.71858099708261e-15 -RCC1 3 7.95237750302802 1.23334117868113 0.426190128796765 2.5717998360714 1.63227310828071 1.82965714344418e-15 -CCDC106 3 7.94935413445441 1.90666687795756 0.926589742260221 2.3078433958663 1.98272923670122 1.87486390808393e-15 -LANCL2 3 7.93909268529867 5.40899619743713 3.54424483208848 3.06884741308073 3.77733114352932 2.03665546316861e-15 -U2AF1L4 3 7.93178683577121 3.03350415539525 1.61883975159428 3.04248956914224 2.86825255665534 2.16014989843419e-15 -PRPF40A 3 7.9271145637676 5.81660380771183 3.8694944525187 3.05404151054016 3.95011924712134 2.24296352229099e-15 -TMEM178 3 7.90628192811675 2.24550848101016 1.02009072530707 3.18549224233592 2.49256716556762 2.6519022192064e-15 -FLJ42709 3 7.87729697317201 4.03621178085767 2.36634964240071 3.24397537238903 3.40908945204334 3.34539144485261e-15 -FAM120A 3 7.83863630142964 3.51046033118048 1.98712910113643 3.18061697638028 3.12527925353255 4.55465653658688e-15 -SEPN1 3 7.82995128622092 4.80189381352738 3.10002059468282 2.98513487116322 3.49545038252865 4.8805903443731e-15 -WWOX 3 7.81091288686989 2.49286892182463 1.20810487153537 3.39909867543323 2.64518821609904 5.67752474214133e-15 -SORL1 3 7.80367183357448 4.17600822933011 2.44317703867792 3.53843073825914 3.57101978591624 6.01314344388539e-15 -ACADVL 3 7.78916066983759 6.86299431975463 4.82241635398307 2.9240800599257 4.21305887568626 6.74557844647158e-15 -DUS1L 3 7.76947261796166 2.26454305323547 1.05566875627624 3.12908848702968 2.50221487197165 7.88135777088687e-15 -VAC14 3 7.74931729999555 2.93680463753323 1.48529212079169 3.50625795725662 3.01225919843155 9.23878998820961e-15 -PARN 3 7.74191081167951 3.71701950766528 2.06641851490559 3.59587398623505 3.42869564523311 9.79336814383806e-15 -EGLN1 3 7.72833993106744 3.5119695380896 1.94924235401141 3.36882053002734 3.25186081150705 1.0895807464706e-14 -SALL1 3 7.65347984696225 4.24837145381609 2.61517805582657 3.10395079825741 3.43173441801784 1.95612306755659e-14 -BBX 3 7.63932618588952 4.77064433810183 3.00220530860801 3.4401850415388 3.72280282589435 2.1836146764768e-14 -CEBPD 3 7.63064844584429 8.34224406454012 6.50292214243738 2.16651544814571 3.87642422790301 2.33575833269009e-14 -VAMP5 3 7.62859645236299 3.74745148927925 2.21171903827709 3.13508251561433 3.23747122748596 2.37323252081332e-14 -MRPL35 3 7.62068756269962 2.21805810427003 1.05653697500154 2.99258846421479 2.4511390879506 2.52328024178843e-14 -RHBDD1 3 7.61175603881057 2.04309384029173 0.91199684777554 3.09239710336553 2.38973632400827 2.70396596609137e-14 -FAM50B 3 7.57499920808596 1.53444196788218 0.602948506180613 2.75564354033042 1.9775716012489 3.59129823971894e-14 -TOR1AIP1 3 7.55986823638703 4.15222192656179 2.4790042372344 3.35710590291128 3.55937068224202 4.03477872996237e-14 -PCDHGB7 3 7.54849528655717 2.00379505206596 0.914411981790048 2.88373734191909 2.32089360183772 4.403156424884e-14 -MTX2 3 7.52554736273233 3.03099347882166 1.59629945036287 3.32666254945121 3.06588736063503 5.24999184685396e-14 -CTBP2 3 7.5204852996527 2.83058788472916 1.50851257447525 3.10329778026433 2.82712704961956 5.45732896758997e-14 -LOC152217 3 7.49412667044413 4.86219722253662 3.09183367447957 3.16279688405631 3.79906240068932 6.67412455941447e-14 -MSH2 3 7.49244534803426 2.75635418247889 1.40382397903977 3.43323798894373 2.90307587073282 6.76020820696006e-14 -MTIF2 3 7.48744779679883 2.31772240464204 1.09936711156792 3.29409924298713 2.61682779857836 7.02257814842531e-14 -ZNF187 3 7.4734442340587 2.1560191842906 0.976971359236505 3.24048656471615 2.53714694399624 7.81225548938584e-14 -PPAP2A 3 7.43799819781914 3.31006325080735 1.83361996759995 3.40566027460222 3.19224119204061 1.02222454604219e-13 -TMEM175 3 7.42060127357928 3.29219798731343 1.8527681831903 3.35278670011739 3.11951006996609 1.16589818275591e-13 -TNPO1 3 7.40632510533975 3.8692700692551 2.32015836159588 3.46400225072983 3.36368223983295 1.29847290062293e-13 -RAP2C 3 7.36419284723156 1.95208805329908 0.953806833308654 2.61921730311343 2.18003138442232 1.78221897760264e-13 -COMMD1 3 7.3518619592669 3.68980450860614 2.18141679182915 3.09913535964819 3.29951905556855 1.95464619134905e-13 -ANXA11 3 7.34538858124713 1.68143628083248 0.708845869886559 2.79712043579866 2.12936546210391 2.05162173251193e-13 -CES2 3 7.33470868820747 2.39583827504937 1.21303923011514 3.14611483075057 2.59336170301921 2.22204275454529e-13 -SMARCB1 3 7.30180491658467 3.52325666951344 2.09816239761137 3.04662590293198 3.13868958659895 2.8393275274112e-13 -NTHL1 3 7.28913374123329 2.20842929712317 1.05066508134334 3.17600996840136 2.55434292251923 3.1195426479638e-13 -QDPR 3 7.25656619937693 4.22281732463302 2.53311053778265 3.63214816112369 3.74468408229745 3.970404581936e-13 -NOMO2 3 7.23876601920264 1.60700807315773 0.835984063393563 2.05041530960295 1.71292505134892 4.5278539025146e-13 -FSCN1 3 7.21546838830746 2.93348821615553 1.84101305654341 2.20128572950762 2.43490510524178 5.37486460541411e-13 -NFASC 3 7.13986859039075 4.02879886640935 2.45688869796808 3.55005632762718 3.54056443388042 9.34201862565635e-13 -ATXN1L 3 7.05301828224513 2.21286510608259 1.1075112720984 2.91150081659259 2.52035263941842 1.75077836904542e-12 -CTCF 3 7.03870363311857 3.14802267971115 1.77633005596033 3.3737965518458 3.13400093332269 1.94036577293838e-12 -MFN2 3 7.00029609707743 2.77530013502409 1.50860509227109 3.35189880037016 2.90998438484533 2.55422116205625e-12 -RTN4IP1 3 6.99588655339053 1.11910219314631 0.413868311146667 2.40288388658217 1.62115824223903 2.63586764494568e-12 -DFFA 3 6.93721168910835 3.59505212099413 2.11227083146088 3.57835592149711 3.4373768499807 3.99914359458902e-12 -NGDN 3 6.92706996133505 4.28605236822917 2.69837838625856 3.40480523319708 3.68592718590732 4.29646138757675e-12 -C2orf74 3 6.92117852818575 2.58359251868224 1.3980056536451 2.96876579121687 2.75478890447395 4.47901586976007e-12 -DYNLT1 3 6.92071767288351 6.98955164892092 5.39398280598946 2.04655551647556 3.70765582078082 4.49361260237128e-12 -BRP44L 3 6.86390936217104 5.63283956523459 4.03176024246203 2.78196309829689 3.75125257481356 6.70011511825899e-12 -SNRNP25 3 6.79741022537151 4.70289686404515 3.09501672309233 3.27959620940719 3.80404099421495 1.06516480563131e-11 -CTDSP2 3 6.7714467280084 6.61695614529234 4.77079519547426 2.7739753398294 4.38453046518691 1.2750090950923e-11 -SLC31A1 3 6.76827890425879 2.23647793469447 1.11859900663016 3.21170807237793 2.65614341754297 1.30323349866289e-11 -LRRN2 3 6.7334391221959 1.6966511009089 0.747138954781898 3.099615775241 2.26776779933372 1.656990082114e-11 -BRAT1 3 6.73028134359718 4.15647821998049 2.66455837422494 3.60270244295629 3.564899324041 1.6933534100021e-11 -ABCB7 3 6.72559325137175 2.40222982296189 1.24846514698727 3.25760680780924 2.75880902100251 1.74878450907743e-11 -MARCH6 3 6.71704254705964 4.99227650611137 3.39678213303143 3.29877862339304 3.81990159715167 1.85449834159163e-11 -IDH3A 3 6.70854611709566 3.17030738205354 1.81366572260278 3.44533008781331 3.25215875199306 1.96573048476241e-11 -CHCHD4 3 6.67754384692474 1.50312105301425 0.689267944743095 2.45920962399508 1.96003702743208 2.42979927383841e-11 -NUP188 3 6.66758488196946 3.57246243126135 2.15872674729144 3.52283455344149 3.40984521002832 2.60047067397692e-11 -SF3B1 3 6.66417494383006 6.59695884026744 4.82226423476522 2.92055290913542 4.28264659234623 2.6615627614755e-11 -NEMF 3 6.65839012997777 3.95706044906134 2.50205701602806 3.27187388426336 3.51422673099679 2.76843122974823e-11 -USF2 3 6.63971755834467 2.66192923701525 1.54898452709758 2.69108357698799 2.69562193431826 3.14284798640576e-11 -TGFB3 3 6.59858572532734 1.80923198846556 0.876542947131342 2.98034736285835 2.27311291015791 4.1509843620046e-11 -PNP 3 6.5733611610391 2.96484636519147 1.65214816356034 3.53060844170907 3.21153303399696 4.91919426612766e-11 -TMEM33 3 6.55006130958688 3.59793213388034 2.32063000160288 2.96785626065423 3.13605210503346 5.75134666342545e-11 -C16orf53 3 6.4934616617582 3.39431087299881 2.11778726613736 3.15344445193645 3.16145909955292 8.38861210179199e-11 -C1GALT1 3 6.44461250650411 3.22475831272748 1.91747070534442 3.40011136901095 3.26219060167843 1.15896135712535e-10 -BLVRA 3 6.43113905969425 3.45772020330064 2.11013844100474 3.37440822381026 3.36978522750789 1.26651223666835e-10 -OXTR 3 6.42340215170646 1.4087612670814 0.605444728373313 2.80001520765523 2.01120617232536 1.33261817077253e-10 -LYAR 3 6.40524033153737 1.9470094736888 0.997857564916652 2.85016191955057 2.38306173701129 1.5013270016653e-10 -C17orf89 3 6.3820619747398 4.08798459727883 2.81634254026721 2.63255225393647 3.20434200875776 1.74719221841633e-10 -RPS18 3 6.35315199467471 9.53085928876542 8.64191423816786 1.03866484401962 2.25019765786645 2.1094709285514e-10 -ATXN2L 3 6.35194580261429 4.23563979076206 2.88295314891711 3.14333914980153 3.42472272147529 2.12608236744272e-10 -PTPRG 3 6.31825942159202 2.55812500481272 1.44217283298735 3.10017426743836 2.84042368781202 2.64525693687386e-10 -VPS39 3 6.21747749469917 3.02256842275221 1.7747383793847 3.52959924224235 3.22757403844108 5.05210592325982e-10 -PLEKHB1 3 6.20100032513502 5.21260331699068 3.58038823821959 3.88174285436335 4.23302301012143 5.61053979466752e-10 -PECR 3 6.17195838793779 0.935485696570034 0.370811435072589 2.1597432279139 1.47132969753216 6.74492547352e-10 -PAAF1 3 6.14212518188964 2.8439744481748 1.65658384143258 3.35989312382501 3.10892283793887 8.14246457808993e-10 -RPS6 3 6.14028560771872 8.98388358776391 7.77324497980439 1.39461649998008 3.1707422903076 8.23732409421235e-10 -ZNFX1 3 6.12060968613059 3.82801034675524 2.47497474894194 3.48975543884719 3.55508128701579 9.32179885932498e-10 -TMEM51 3 6.09734240547739 1.48854883390148 0.707838477965436 2.68381898598554 2.05913278677496 1.0784635339913e-09 -PREPL 3 6.09715331458311 3.59420815282938 2.3034822391873 3.44212305214373 3.40441042297872 1.07973953547468e-09 -ATP5D 3 6.07673998418001 6.65813725550213 5.28754190788265 2.27840351309764 3.62721749224334 1.22650395533735e-09 -RRN3P1 3 6.01985548850594 1.44590617429499 0.716354730972548 2.3618816255405 1.94896864798724 1.74572856826076e-09 -PARP1 3 6.01175888672755 5.48431382078062 3.94194472482467 3.46925670102832 4.12592907809389 1.8352114178974e-09 -PRADC1 3 6.00765008434832 2.5025597098626 1.42011297473606 3.09409408634214 2.89758979425945 1.88231536398108e-09 -UTP14A 3 5.97437776050024 1.59435451941727 0.773570745614314 2.80049442795465 2.20938336775412 2.30970041969569e-09 -GPS1 3 5.88804276028439 4.21167621552577 2.82806453763639 3.64899236281133 3.77901191563964 3.90796020104131e-09 -DIXDC1 3 5.85022430246084 2.21694587216424 1.24155314144865 2.97947874805975 2.68127892557822 4.90910540037112e-09 -DDR1 3 5.84007498331772 7.72750200342133 6.21556192475264 2.63759360847896 4.1634289142328 5.21773327989894e-09 -STK38L 3 5.83682562101451 2.59435341976493 1.54916496873415 3.14376167176478 2.87973736405291 5.32047279832739e-09 -COL4A5 3 5.82437913323621 2.38291891573681 1.37267382007762 3.04678551805138 2.78940844389389 5.73253070610542e-09 -LRRCC1 3 5.81309755757452 2.96167073671224 1.81632641109665 3.31196791395627 3.16857108526568 6.13272960899075e-09 -NCK1 3 5.79125155120179 2.40216346026019 1.371666566707 3.10302056772049 2.86160216099051 6.98638474780649e-09 -MXD1 3 5.77183921474775 2.17325195294751 1.23815749510056 2.93952861991285 2.60541108287398 7.84109183615731e-09 -FUZ 3 5.75544630895043 1.37500866830466 0.675738746288875 2.50680156120246 1.95389327902181 8.6413184380378e-09 -CELF1 3 5.75372603077038 3.81894014751024 2.57326386962552 3.33790961403784 3.4816973186445 8.72975924333143e-09 -HS1BP3 3 5.74537066493178 1.28364604612258 0.588094411128256 2.5597312267288 1.94691199541488 9.17198414391235e-09 -FBXO3 3 5.72989437130451 2.40440972953662 1.36650036586939 3.24955243956476 2.91304914673812 1.00493192053294e-08 -SENP6 3 5.71972134189139 3.08457474476863 1.97436291233216 3.08050962209694 3.12151896869607 1.0669889593353e-08 -SNAP23 3 5.71824864294113 3.37101631947403 2.17663950920904 3.33249748255671 3.35902568545825 1.07627576198878e-08 -TRIP11 3 5.6779983074268 3.01719133992043 1.88460827965755 3.23369671133682 3.20781859597649 1.36280063063605e-08 -TREX1 3 5.67125584170055 2.93942465928204 1.7919003470775 3.38392467872647 3.25400078707718 1.41754518868006e-08 -ARL16 3 5.66074715410363 3.237329413845 2.05892553706267 3.39635663668975 3.34776838255052 1.50715352214852e-08 -DNAJC4 3 5.65327930263429 2.56069331859665 1.56062738391994 2.92031013152949 2.84487500336036 1.57415196864591e-08 -ZNF219 3 5.64465915833916 1.71380200185547 0.954155402946918 2.50853601723964 2.16425720719538 1.65508809122755e-08 -SMC6 3 5.6343109604474 2.23647847388641 1.29831536996012 2.97578642518831 2.67776545452431 1.75759634807665e-08 -TSEN2 3 5.61834804907811 1.80084986681906 0.952614294463798 3.02694728843279 2.4279673345498 1.92791838646755e-08 -HUWE1 3 5.61011282693479 5.47004843546993 4.06633579393597 3.32228285964372 4.02384842840634 2.0219474823101e-08 -TIMP3 3 5.60561778794554 3.83301992005247 2.54960837695085 3.62601727488518 3.68194635077355 2.07513441360247e-08 -PRPF4 3 5.59500781488081 2.23265385989157 1.25506542213589 3.21079136284303 2.80989671533263 2.20611832252068e-08 -TAOK2 3 5.58083335798962 1.63569349740129 0.902619221609706 2.43094330617632 2.1124377647499 2.39368899541708e-08 -PLEKHG3 3 5.56884423606077 1.16495290024201 0.512386382610167 2.6124732986391 1.88449380476037 2.56434595473226e-08 -LDOC1L 3 5.49147418665027 2.90942317209224 1.81478856238595 3.3932900967182 3.20564352828687 3.98592587956896e-08 -CCDC51 3 5.48532016335688 1.50850720632648 0.749408806610441 2.73045793889831 2.22551790330329 4.12721236389541e-08 -BTBD2 3 5.45616715354495 2.24543995252763 1.33787045488903 2.91459245732816 2.67502116326842 4.86521961955672e-08 -SEMA5A 3 5.44828234267219 3.67285715155682 2.47047359261822 3.55774540320871 3.54910151185453 5.085857914669e-08 -AGMO 3 5.43752620033106 1.48619198385367 0.736036212379138 2.75001554968052 2.21863106726791 5.40254079485359e-08 -LRRN3 3 5.42146004113926 4.42866302611072 3.09647311339545 3.83321287589027 3.95170828446835 5.91142120504194e-08 -RSF1 3 5.4136406106876 5.03719967962267 3.76901205165102 2.93849500704983 3.76729030873246 6.17560566421349e-08 -CMTM6 3 5.39955227656787 3.8840825281369 2.64201520918745 3.4469233959615 3.69932410486321 6.68074150640755e-08 -TMX4 3 5.38925146113204 3.37261329944573 2.20904356770605 3.46370626119288 3.47215388594025 7.07517514842974e-08 -TMEM150A 3 5.38323114704798 1.69260221811302 0.903904423514669 2.86331243330799 2.35614815800651 7.31604901751858e-08 -SGK223 3 5.3821183668302 0.966284761071569 0.437179495534188 2.10233591931346 1.58097075534843 7.36143297347622e-08 -ARX 3 5.36703810877713 0.822343245242914 0.353019433607072 1.88329425700586 1.40628358633916 8.00401499530175e-08 -MMGT1 3 5.34713349783366 2.59123597392395 1.60992509264632 2.99280167076282 2.95134911573059 8.93581093819828e-08 -CARD8 3 5.32381280054702 1.55527282535009 0.832436975699814 2.62734013882041 2.1834935090523 1.01614481015262e-07 -GTF3C1 3 5.31863722405926 3.09373436047065 2.04165163818533 3.27105747804167 3.18115270774038 1.04547354364725e-07 -DOK5 3 5.31703576564971 3.05957121212839 1.93767813177195 3.58121835259942 3.39325802944854 1.05471342865439e-07 -C19orf60 3 5.30635496845978 3.92157039011007 2.78850006467824 3.18689123128726 3.43396263045739 1.11839067439857e-07 -FGF11 3 5.30163985633663 2.09528683120561 1.22594871172741 3.01279965703526 2.63702045497207 1.14767076702762e-07 -WIPI2 3 5.27651369948222 3.96260651378768 2.77645962622528 3.39522110273317 3.61515066179373 1.31664674571299e-07 -PHLDA3 3 5.22027571074986 2.36770824120671 1.43044821160384 3.23723847951685 2.88736477018608 1.78656956259462e-07 -PLCG1 3 5.22011338575129 3.02123758814006 2.02144970626766 3.12940401637756 3.08008661763304 1.78813620381402e-07 -BTBD3 3 5.21198465159916 1.90375231152128 1.07230622812524 3.03596664290476 2.56546421671883 1.86831010001054e-07 -C3orf23 3 5.20099170125154 1.73317568000758 0.943088773830219 2.83068351120155 2.44300131844338 1.9822795437429e-07 -MMP2 3 5.18886365430486 1.56999634507844 0.80257782749011 3.08374315796465 2.37845540522353 2.1158123880276e-07 -MZT2B 3 5.18614371614933 6.43939295353771 5.43793869989577 1.72955127681546 3.10542872354116 2.14693156294978e-07 -POLD1 3 5.17418324409379 1.20801967397192 0.568706819637836 2.64018286152728 1.98704008879192 2.28910087054861e-07 -VPS8 3 5.08425442186667 2.16782389404447 1.29336467133036 3.07364715284278 2.76596885243398 3.69072946215425e-07 -ATXN7L2 3 5.04075717174795 1.49535907296374 0.823280915612409 2.59648842088979 2.14416894690013 4.63693536463037e-07 -ZNF559 3 5.00432618537072 2.00262933388872 1.15020455348902 3.10773834893421 2.73933694334105 5.60577663385386e-07 -BRD4 3 4.98299709405444 3.09088168762904 2.25816305098124 2.40598758956143 2.68746395631962 6.26068912175387e-07 -CDYL 3 4.98199726285448 2.00510608681326 1.21874162823553 2.80363430109097 2.53837270703711 6.29313253398891e-07 -IPO13 3 4.96551979238252 2.80750461020305 1.810818439012 3.30061153013295 3.22796422573348 6.85173043881346e-07 -LONRF1 3 4.96221015778007 2.09400459706183 1.25717294238978 3.06662525986593 2.71205157419823 6.96955245324776e-07 -MEIS1 3 4.94585843955502 2.24105895293304 1.39236046377821 2.8383130467442 2.75960386762571 7.5809036768832e-07 -IK 3 4.92235877544723 5.04036890948349 3.83728051825396 3.48692770161669 3.9306037944107 8.55072674473894e-07 -ECM2 3 4.92070530402084 1.54869633947532 0.868513578660932 2.60137199594331 2.2229682606452 8.62328901599919e-07 -IRF2 3 4.88803243258946 2.06473367569574 1.26092294456711 2.98056223326523 2.64456787941165 1.01848754595482e-06 -SAMD8 3 4.88140930152647 2.7254081793067 1.79868729105419 3.04635366062292 3.05308380446235 1.05330365703987e-06 -ELP4 3 4.83049246334589 2.05967118445468 1.23114458089402 3.1123586552683 2.75835428689567 1.36195769974021e-06 -ZDHHC15 3 4.78638795529909 1.9472984712237 1.17214074434731 2.90797877122819 2.60445693822036 1.69809667250837e-06 -IWS1 3 4.74097081313724 3.36199349952555 2.31344834358469 3.43059508295202 3.55676240000791 2.12696575273655e-06 -TLE4 3 4.73755087903035 2.59814302248304 1.73288647249521 3.01535519828421 2.9371491864883 2.16316557699191e-06 -DNAJC17 3 4.72986693716072 1.68805695897484 0.978307347644039 2.63947361788705 2.41318844957258 2.24667041224438e-06 -IPO7 3 4.72858126672906 2.54175587678291 1.71665186911127 2.85064517841719 2.80616263099241 2.26094128646736e-06 -LOC286467 3 4.72737458669994 0.906156149904163 0.4233647053482 2.16510978054317 1.64238340042071 2.27441452886622e-06 -RPS20 3 4.68276511148321 7.0248254961879 6.14676208805082 1.62664582396247 3.0154942362466 2.83030774955799e-06 -GPR37L1 3 4.66536716044458 4.53651011877038 3.3800754717875 4.08676151344225 3.98630261399991 3.08066463214656e-06 -ARMC5 3 4.66526601786926 1.57857137205246 0.918361290584963 2.59648172197316 2.2758348148346 3.08218037500584e-06 -TAF6L 3 4.66126480433023 1.80597288520543 1.08448977411488 2.74388239668167 2.48918623858825 3.1427206349319e-06 -NOTCH4 3 4.63077002888193 1.76832369004012 1.03250378193203 2.96225605212317 2.55536720995496 3.64308327865387e-06 -CHKA 3 4.62251338257997 3.51889731647325 2.47479482771986 3.47661911440084 3.63245256351454 3.79118345605277e-06 -MBTPS2 3 4.61423121196259 1.90544006114338 1.14554924298665 2.8946935920584 2.64841989757772 3.94553010740396e-06 -CCDC84 3 4.61395398510761 1.83026974298441 1.12537535628973 2.70336763020015 2.45689044245034 3.95079928807168e-06 -GUCY1A2 3 4.59704868700878 1.86918987072803 1.12889657979652 2.84740165232166 2.58976112797367 4.28517513404474e-06 -CHEK1 3 4.58005911654179 1.81949834801989 1.09603981908161 2.81840298541013 2.54025640477418 4.64844521654274e-06 -GPT2 3 4.5777849261168 3.58891355797216 2.52375008647339 3.80547709379891 3.74193188215017 4.69925476005079e-06 -DCP1A 3 4.55547088369525 3.43030178077235 2.39172335003718 3.56035985444291 3.66640993804368 5.22683556509e-06 -SLC38A7 3 4.49983691613368 1.23665429165952 0.651691563521823 2.61643562786122 2.09057820592418 6.80056154349208e-06 -CUEDC1 3 4.49426101514717 1.0946958161729 0.588476544530035 2.16833166092287 1.81140424349499 6.98119562296935e-06 -PIGG 3 4.48510067035525 2.16884869469356 1.3664515305415 3.1564119165352 2.87708165187625 7.28795172265741e-06 -ZNF772 3 4.46832159791397 0.868551422024621 0.434955270683052 2.03197432485059 1.56054391082076 7.88357220444223e-06 -SAMD9 3 4.46647833105815 1.16805814300827 0.617176799570363 2.52435189882187 1.98348002333372 7.95177122000867e-06 -PCYOX1L 3 4.43995004421921 0.860761252615787 0.40259020698957 2.20565727625983 1.659527885003 8.99797620812202e-06 -C22orf32 3 4.41266393714434 3.07769367214936 2.23408550046344 2.82157131795934 3.07450300771451 1.02106425141681e-05 -COX19 3 4.38793982571592 2.12439509854928 1.38364780467688 2.92436896443579 2.71484105443514 1.14429423156829e-05 -NAP1L3 3 4.3740279821375 1.74038512561332 1.03864785623928 2.93363962236327 2.58004917316804 1.21974733885524e-05 -SALL2 3 4.37345064725546 2.77463424677333 1.91731352527918 3.23211968579304 3.15249269180066 1.2229790241739e-05 -APITD1 3 4.36806187090334 1.05785694172655 0.578279254861118 2.12783684532487 1.76565230248613 1.25353985698986e-05 -CDK4 3 4.34210091946095 6.94039035663858 5.75264672452304 2.75518375299668 4.39903882789839 1.41126677177046e-05 -MED6 3 4.32321635980563 2.21996813233308 1.43500408825595 3.0642003139504 2.91996597540948 1.53770797069146e-05 -RYK 3 4.29223040174569 1.72494697290003 1.06171807888193 2.67246497055286 2.48493715467498 1.76887259278816e-05 -PDXP 3 4.2785280912441 1.44662151561087 0.848131032301494 2.56410527014864 2.24956143929496 1.88133249977483e-05 -NCAM1 3 4.27490411023667 5.01440488382589 3.95651315159743 3.38172812880239 3.97969549200274 1.91219575787278e-05 -SLC6A8 3 4.27378650306248 2.6538395009486 1.86738016197459 2.92458937269629 2.9593644226859 1.92181062980242e-05 -LOC728875 3 4.26902244421179 0.96729266406931 0.605303987689072 1.44234125454319 1.36364569227322 1.96331514977396e-05 -EYA3 3 4.24303255372569 2.08482416040077 1.35977296568482 2.79456773791671 2.74806693326301 2.20519432153575e-05 -P2RY14 3 4.21871294185044 1.10381782294154 0.594813258292548 2.38366748115113 1.94033491903199 2.45700852825953e-05 -SCAMP5 3 4.21322432979234 1.5640766831539 0.953418586449802 2.55590516089853 2.33087258617585 2.51750801063216e-05 -TEAD2 3 4.17984938609753 0.789565252985988 0.423615860647351 1.64882024065558 1.40797646387669 2.91702229661215e-05 -RPS15A 3 4.16284913691112 6.86164306381075 6.10233096347607 1.67888145511241 2.93335514225935 3.14301037871345e-05 -TAF9B 3 4.14600985371365 2.69011068679677 1.87109902297863 3.22287205396237 3.1768357000414 3.38319273033111e-05 -MLYCD 3 4.12563086281769 0.933516224365173 0.477395890376412 2.26403905849635 1.77796850712156 3.69719878591424e-05 -BRF1 3 4.09490118079182 1.25417462190412 0.74034110589444 2.34040450159871 2.01796672509916 4.22348491170211e-05 -DIS3L 3 4.06575332895078 1.65613652910171 1.03417403452691 2.85867857802559 2.46013062988974 4.78775553523835e-05 -ZNF211 3 4.03555361830157 1.5500869662865 0.93227373328323 2.73279375355029 2.46200585861131 5.44736971522935e-05 -SCG3 3 4.02864915200081 3.44105805820203 2.57846808822582 3.25872845306052 3.4433403721201 5.60982651536437e-05 -LOC100306951 3 4.02722684194207 1.17150093097444 0.703754627392452 2.02658215280153 1.86783826834661 5.64385763854591e-05 -C19orf29 3 3.96938102111768 0.965898507726256 0.532397007112493 2.15939657225753 1.75631663195211 7.20595767098969e-05 -RBFA 3 3.95128137592972 1.59658503808787 1.0004027114715 2.73608725024917 2.42647676927307 7.77338646762931e-05 -UBQLN4 3 3.91849145661988 1.20297568225314 0.732372544267949 2.09405851615621 1.93139415258446 8.91048870480408e-05 -PLEKHA5 3 3.89946764231416 2.60435285098465 1.8448891466254 3.1292721533268 3.13210779266176 9.64044192808853e-05 -LRIG3 3 3.89847256242869 0.751502901298915 0.372582215414645 2.04490283898695 1.5631074409039 9.68013666115484e-05 -ZNF600 3 3.88573410386264 0.732720760207835 0.368118728296182 1.9906119439173 1.50897138186057 0.000102021124698138 -LOC100499183 3 3.8765711689521 1.78546856559503 1.13072821628388 3.09614291974204 2.71616620910001 0.000105938832594408 -PPM1A 3 3.8660936887539 1.77059607277699 1.18066832125834 2.62260578552727 2.45392593313903 0.000110592468024834 -SPG11 3 3.85920236044298 2.81429951280405 2.04238640526762 3.18092478868178 3.21666520682275 0.000113757712969753 -DDIT4L 3 3.84885727495733 1.19093434040486 0.6849008254465 2.59339064598874 2.11437722644773 0.000118670121502517 -NBPF10 3 3.81008897088265 3.07186309538825 2.44929538253142 2.28853933119745 2.62776470094296 0.000138916790230217 -EXOC7 3 3.80407164259743 2.79168389351898 2.04189188680382 3.24751016481362 3.16976537071849 0.000142336984684626 -BOLA3-AS1 3 3.75729044575689 1.01642044967015 0.564432464698574 2.36674243236318 1.93458189842836 0.000171763097057174 -RHBDL1 3 3.74219581426134 0.648907736911971 0.316821691808842 1.86588847194126 1.42711547393988 0.000182419280135849 -SEC24A 3 3.71893256440997 1.62772532581982 1.06799751432255 2.56055033334474 2.42043587242816 0.000200066450319706 -TDRD7 3 3.71437179309867 0.740354896101516 0.375367845357064 2.10681245274412 1.58025466698857 0.000203709113580602 -ZEB1 3 3.68360737323287 3.65661549017802 2.81005512567054 3.446494397671 3.69589475184142 0.00022995635374639 -ZNF544 3 3.64778266247355 1.52610492781634 0.978607334849696 2.76302379261551 2.41372760330092 0.000264513238593406 -MTX3 3 3.64571323581627 1.12179428594891 0.680642147436548 2.16113017045777 1.94599124292064 0.00026665119924979 -ARHGAP33 3 3.63923805958926 1.28052980585177 0.80092467036672 2.50439490853511 2.11937768209381 0.000273445925496879 -TP53BP1 3 3.63808382369832 2.86431428801422 2.1105997390144 3.35194802172283 3.3317253636435 0.000274674035543733 -RCHY1 3 3.59663993839599 2.09305559947402 1.41771757685026 3.12977128164018 3.01966828068613 0.000322354199623815 -LOC81691 3 3.58576322503071 0.854187883377416 0.469882025608552 2.12122495401292 1.72357582133597 0.000336093801115083 -SLC23A2 3 3.5650533350761 2.36858171859812 1.68467521478781 3.24393188445886 3.08507481213311 0.000363782204398785 -CPSF6 3 3.55109543452337 3.4595797216194 2.65391974097395 3.46137626992176 3.64858480654028 0.00038363128336073 -MDGA1 3 3.51672850722257 0.686388880118536 0.359470309447907 1.87971911874131 1.49498125507126 0.000436900412754687 -ISYNA1 3 3.46508480443322 1.41168604984989 0.890316383634978 2.85778828576596 2.41972989238289 0.000530064302483484 -C2orf72 3 3.4515304654209 1.52627181335247 0.996993948264045 2.79349665964981 2.46607918970912 0.000557416823250995 -CANT1 3 3.42749827977165 1.4675881814556 1.00859596648283 2.16810723217196 2.15359022688097 0.000609170163177974 -MID1IP1 3 3.41803366319762 0.891544058675141 0.604057613276142 1.33077816952238 1.35262071792631 0.000630753050487779 -STX2 3 3.35806983701968 1.98640848967123 1.41308526331391 2.80993505501156 2.74564769283462 0.000784887802118637 -SUSD4 3 3.34498721695196 1.18227683113964 0.730116417205968 2.54710925696096 2.17386751641608 0.00082286362823025 -RAB15 3 3.33332981866309 1.08906430094911 0.661162830316728 2.46840117770992 2.06443155866395 0.000858131507661365 -LMF1 3 3.30924969385766 2.3282568628367 1.70387466793869 3.13661942052856 3.03428220722493 0.000935463693252167 -NEDD4 3 3.29473592324401 0.843827616979287 0.493964387877776 2.08117471826757 1.70770435816441 0.000985142105964779 -COG1 3 3.26053435348684 1.59240837906136 1.05391938056253 2.81312780850227 2.65596930936771 0.0011120249544311 -WASH3P 3 3.19199979273016 1.8531217877632 1.48088514896608 1.47886861857167 1.87538855462554 0.0014129143407386 -SMAD5 3 3.18641496950842 3.58523593784994 2.93258924523917 2.83657670878212 3.29390299818345 0.00144047823575367 -ATP6V0C 3 3.18154690251332 4.31001062683676 3.86757641424506 1.29161379164314 2.23637881955919 0.00146490800857425 -EGFR 3 3.15221562610108 8.52901854201951 7.71710142584918 3.00302131474918 4.14219726022139 0.00162036568022208 -EFR3A 3 3.14710842119686 1.28091269645746 0.83931863074403 2.49011402545519 2.2565581070256 0.0016489380585544 -KCNN2 3 3.14606425447586 0.87064365080968 0.517939163757791 2.14356967867921 1.8029280441539 0.00165483645609734 -NIM1 3 3.14167250843082 1.97041786316381 1.39557446838448 3.18493776829878 2.94254851175776 0.00167985816355017 -PDGFD 3 3.09783486227228 0.661196421351377 0.349302354832403 1.93731412857987 1.61913793339792 0.00194940022231686 -CRTC2 3 3.06975285269127 1.41561938703312 0.993426452446323 2.21512030273215 2.21178316035361 0.00214235973368859 -IFIH1 3 3.05680604546444 0.905901562910241 0.544017857768751 2.28610577820889 1.90386496621516 0.00223708977709309 -TP53BP2 3 3.04958402028583 3.65362120992726 2.94264052950183 3.50786122295216 3.74931728629966 0.00229158524097742 -KIF2A 3 3.02923520427062 2.63544284395239 2.05498257380701 3.01987002528367 3.081587487209 0.00245173724411986 -PER1 3 2.99035943768413 3.2811723069616 2.66113998977203 2.91557953418825 3.33446321583541 0.00278649342543612 -PPP1R26 3 2.95849024571516 0.861567620604585 0.520444320262239 2.23600921764159 1.85428395662307 0.0030915002565192 -C15orf40 3 2.91458169596334 1.77698299232058 1.28799010778606 2.7216957432192 2.69812026727689 0.00356165575077613 -TRAPPC9 3 2.87146962876204 1.09053380101418 0.719748948006064 2.26478633411007 2.07659954710795 0.00408568040423767 -NAIF1 3 2.85170290445881 0.489390274559966 0.261360429304809 1.59232144814671 1.2859450536684 0.00434857230037234 -UBAP2 3 2.8515450857114 1.83158797011716 1.35439049809188 2.76085810075492 2.69124285256706 0.00435073158323015 -TNS3 3 2.84639671806792 1.49652153873656 1.04114285869423 2.84691305494558 2.57283693443468 0.00442170702226076 -INVS 3 2.83373123150818 1.03443833765753 0.667892942896287 2.41282809000218 2.0801952887827 0.0046008009069649 -BEND6 3 2.83187637468941 1.09867479433899 0.752440082164136 2.20534778114332 1.96621639827434 0.00462757363466817 -ZNF692 3 2.81217869041635 1.78105315507786 1.2919283640973 2.85954541717742 2.79712426030006 0.00492071585508756 -HIATL2 3 2.73303013070158 1.49343101400091 1.08652918217594 2.42499281917397 2.39430913807385 0.00627545912040462 -SNX29 3 2.72790780443631 1.49382311900739 1.06157388310574 2.73629205001439 2.5482353942391 0.00637374194395898 -DNASE1 3 2.72263861915081 0.537757847714682 0.306870958958617 1.64663014956565 1.36377984821377 0.00647628574944319 -GCAT 3 2.71922347633729 0.977274058028152 0.627391378737235 2.36442808234382 2.06924798141462 0.00654353820062001 -GGNBP2 3 2.70332255833553 3.14985250869939 2.54163127541327 3.55534869914798 3.61825113273262 0.00686500908840569 -NSUN5P1 3 2.69682636650249 2.01267595063984 1.55711459482343 2.66653349909927 2.71661997037286 0.00700037615076175 -RNF44 3 2.68319840911527 1.21170341044365 0.86112241651899 2.23046663675518 2.10121541342855 0.00729217136434974 -ZNF815 3 2.66551274168236 0.452211541251628 0.246326932456439 1.52174246897462 1.24216164846543 0.00768710186150414 -RPS29 3 2.65317482381329 4.49282777120119 4.10483867741957 1.69926249263026 2.35173643708298 0.00797385595624718 -SPIN3 3 2.63780198107305 0.856367343406465 0.539784681986102 2.22323068318797 1.93010054512115 0.00834452924184011 -ZBTB41 3 2.61287579168483 1.36226045674692 0.983769839671932 2.38224614969819 2.32954631975061 0.00897839256909747 -F8 3 2.59315262713844 0.738520211739456 0.45450955360202 1.95030047783211 1.76133334387751 0.00951005558539623 -ZDHHC8 3 2.58213380716349 1.00922947431666 0.708299835272695 1.91567471568563 1.87422280568014 0.00981915060894223 -NR2C2 3 2.51560996881201 1.55284894226981 1.15444994122998 2.5198782011432 2.54688849405328 0.0118826600820703 -C17orf80 3 2.49783720160962 1.2676102619043 0.890921154292548 2.66295482706281 2.42523557698211 0.012495356302522 -CNTNAP1 3 2.49173376300265 1.32069969696942 0.972825791556814 2.31502330549348 2.24520093092361 0.0127121285066929 -DCXR 3 2.47550220438825 3.6297648523691 3.05188462552362 3.42857622303714 3.75413179269388 0.0133048940379592 -APBB2 3 2.47265716089419 1.98541489493616 1.52250967335125 3.0029972944338 3.01067012234566 0.0134112731104879 -RPAP3 3 2.45538760653997 2.22798666927388 1.76725140318432 2.89171327934094 3.01763281678623 0.0140732753097878 -ZNF324 3 2.44575617979165 1.09211643868351 0.747820027234708 2.5416224080605 2.2638848559232 0.0144548716474658 -PLA2G4C 3 2.35768114027564 1.21197354246347 0.867239574294197 2.58217674389575 2.35144056895433 0.0183894810163512 -SNORD116-26 3 2.34144110527238 0.677360532889093 0.462953397156306 1.4736041746712 1.4726210173554 0.0192094564296264 -PURA 3 2.33984245198591 2.00231169721885 1.5923873229177 2.72908784915913 2.81742344350185 0.0192918760907383 -PROX1 3 2.30573374212494 0.904407109050696 0.627549643425384 2.20216728519254 1.93099914571308 0.0211255144920769 -ZNF318 3 2.30470836962694 1.4046417827161 1.04739691705104 2.69564746964203 2.49278610123783 0.0211829118352662 -ABHD10 3 2.28925679737444 1.35791956909366 1.00257720348008 2.58413218047867 2.49624653224482 0.0220644362795714 -ZCCHC10 3 2.2617450230811 1.8374729881288 1.45564531061548 2.58684101169424 2.71493077358942 0.0237131612953493 -UBC 3 2.25861086904349 10.199123294983 9.89779819432538 1.1924344752747 2.14550185456567 0.0239076011193729 -ABHD14A 3 2.25092529523756 1.85930891025519 1.45010520618288 2.91609188531195 2.92356983533123 0.0243902693214787 -ATP9A 3 2.21167720594212 2.21174150036122 1.78370411170285 2.96526675164315 3.11239681035548 0.0269889765668308 -TAOK1 3 2.20561776702191 2.96838445203296 2.50157301152567 3.11764753699973 3.40366052093886 0.0274107740106817 -MPRIP 3 2.18146678933266 1.89595322230729 1.50701521065797 2.90832836339302 2.86725805638878 0.0291489082756688 -IFIT3 3 2.12494948756903 1.42333318132789 1.059998363872 2.86995290162841 2.7497512242036 0.0335908279798883 -ZBTB44 3 2.0648714122832 1.34157329737872 1.04281214425939 2.2813716044497 2.3268378145973 0.0389351686672935 -FMR1 3 2.03927660722753 1.40709805780491 1.09504869907744 2.39214834301331 2.46083307155157 0.0414224289619749 -CRTC1 3 2.02683228997934 1.09929066192707 0.84048820991675 2.09957016758003 2.05345679607853 0.0426795670039792 -ZNF620 3 2.00175705849305 0.610234171109308 0.403867056232137 1.87115912123137 1.65792210375095 0.0453108663987654 -SLC25A48 3 1.99867920952652 0.555404246539908 0.357665097651329 1.82896700629076 1.59105269424238 0.045643073902365 -RNF122 3 -2.0956836057342 0.207919722253637 0.391816920198538 0.9220080255968 1.41118643658678 0.0361102671194758 -STOX2 3 -2.19837583022204 0.311954402899588 0.575761068032365 1.35769659846036 1.92982896728664 0.0279223346194849 -ATCAY 3 -2.70854244192597 0.289948422856921 0.65850184432408 1.46763649046978 2.18826442404855 0.00675794679385771 -LOC375010 3 -3.26590633027169 0.115533111362415 0.401806902977271 0.699330003525432 1.40965508832916 0.00109114336284898 -BCAN 3 -4.23401281992115 5.44882445044115 6.77485459849344 4.82671858168806 5.03658568935348 2.29557849307747e-05 -TM4SF1 3 -4.62467151486852 0.609115077382501 1.64679530949995 2.12687733525997 3.60842472917828 3.75192516101887e-06 -TUSC3 3 -4.83329925725252 0.0354284526248365 0.820349274023337 0.508493955333197 2.61166315266037 1.34288685697392e-06
--- a/test-data/hcpc.cluster_description.tab Sun May 21 16:26:23 2023 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1180 +0,0 @@ -genes cluster_id v.test Mean in category Overall mean sd in category Overall sd p.value -TUSC3 1 11.8890897711964 2.02149769035256 0.820349274023337 3.81496317321131 2.61166315266037 1.34868362907211e-32 -USMG5 1 8.61018275981449 5.36922025791415 4.36307228245837 3.30870030072204 3.02077642160404 7.29441907532539e-18 -TM4SF1 1 6.8501233340706 2.60299136171499 1.64679530949995 4.48210676849274 3.60842472917828 7.37863458923549e-12 -WASF3 1 3.81082062029984 2.72810637690025 2.23304493116436 3.8140236890506 3.35822425701289 0.000138506246351441 -RPS29 1 3.69248178150784 4.44076026507806 4.10483867741957 2.71626848553352 2.35173643708298 0.000222076254209972 -ATP6V0C 1 2.85728617185022 4.1147659118381 3.86757641424506 2.68387039140677 2.23637881955919 0.00427280416431219 -RPS6 1 2.28645686432482 8.05369460415472 7.77324497980439 3.51400575835216 3.1707422903076 0.0222275449023515 -ADD3 1 -2.03898945313383 2.67200952180054 2.97075160954821 3.99658342916655 3.78748156266524 0.04145108017794 -ZNF620 1 -2.09339320365175 0.269607305499926 0.403867056232137 1.45402896093331 1.65792210375095 0.0363140686205794 -AGMO 1 -2.16542265853872 0.550187878554447 0.736036212379138 2.0807096254801 2.21863106726791 0.030355332385656 -ZNF815 1 -2.33839574702057 0.133962973147947 0.246326932456439 1.01648773391031 1.24216164846543 0.0193667281609244 -SNORD116-26 1 -2.40369126298929 0.326022774081065 0.462953397156306 1.3861980093835 1.4726210173554 0.0162304741865377 -ELP4 1 -2.40849812960999 0.974148047514188 1.23114458089402 2.6360911416134 2.75835428689567 0.0160183083673185 -APBB2 1 -2.41667816437009 1.24105212802172 1.52250967335125 2.87073537301846 3.01067012234566 0.0156628589394647 -RYK 1 -2.47171547161999 0.824118979184263 1.06171807888193 2.36953231938935 2.48493715467498 0.0134466490391557 -PRADC1 1 -2.48046576244539 1.14207696618551 1.42011297473606 2.86710513825962 2.89758979425945 0.0131210864071634 -ABHD10 1 -2.5790613250417 0.75353092955207 1.00257720348008 2.32308715173801 2.49624653224482 0.00990691975234645 -TTC14 1 -2.58582678155596 1.39510160792198 1.71612883234859 3.17313325553508 3.20930896865728 0.00971457375210226 -MTBP 1 -2.60912344768115 0.385579544987324 0.579164139504745 1.73636076126248 1.9179852388187 0.00907744888585606 -MYH10 1 -2.61011059239789 1.75799766282434 2.10139225838514 3.41282879858192 3.40097658353322 0.00905129559470747 -C15orf40 1 -2.62147658919973 1.01437618484177 1.28799010778606 2.68426853335147 2.69812026727689 0.00875497751214468 -CMTM6 1 -2.63702536521193 2.26464501565307 2.64201520918745 3.88129677814107 3.69932410486321 0.00836365773852664 -MBTPS2 1 -2.64835122516919 0.874222046215456 1.14554924298665 2.56566099582828 2.64841989757772 0.00808854422244584 -CHEK1 1 -2.7265321223624 0.828111216691287 1.09603981908161 2.40734450237589 2.54025640477418 0.00640037224572248 -ATP1A3 1 -2.73870881202368 0.162426144112341 0.289113068628839 0.90568885226386 1.19579030792616 0.00616809771090977 -CDYL 1 -2.74950588213968 0.948755812856688 1.21874162823553 2.48898715444354 2.53837270703711 0.00596851916139442 -C11orf95 1 -2.75271584151799 0.201272678652178 0.36670211607124 1.26561795452585 1.55353308134087 0.00591031717167873 -LRRC37B 1 -2.75645408913395 0.430147445567389 0.639731413421163 1.78964084524244 1.96551512360064 0.00584318149839236 -ARID3B 1 -2.77139122842724 0.13567672674334 0.281948740024639 1.03648156492496 1.36437105082851 0.00558173175028376 -STX2 1 -2.83088173246747 1.11241017928898 1.41308526331391 2.70073561840279 2.74564769283462 0.00464198818823589 -CCDC163P 1 -2.8340985159593 0.307788589687561 0.509243236341225 1.53259005866322 1.83751732036673 0.00459551624555987 -RPS18 1 -2.902994689542 8.38921855977543 8.64191423816786 2.877729925673 2.25019765786645 0.00369612904490891 -MASP2 1 -2.92108579293095 0.257935169716606 0.412019090856802 1.16071727032867 1.36358465227773 0.00348813758190286 -SPG11 1 -2.96757376764542 1.6731212828341 2.04238640526762 3.25437143467824 3.21666520682275 0.00300160246901385 -KCNC4 1 -3.12046634557205 0.0410437009288487 0.164064559520356 0.563838938809914 1.01912708938708 0.00180564929402491 -TEAD2 1 -3.15247223053577 0.251912984600313 0.423615860647351 1.19333271678008 1.40797646387669 0.00161894219494459 -LRFN1 1 -3.16466646135369 0.061336699400226 0.191118271995341 0.575880501223955 1.06011793720616 0.00155260821115874 -MMS22L 1 -3.1907511006789 0.675406871624816 0.997601457649576 2.33080276617111 2.6103239362368 0.00141903471070453 -SGK223 1 -3.21261995996212 0.240701420408819 0.437179495534188 1.28082809780442 1.58097075534843 0.0013153020715321 -ZNF772 1 -3.22123341193102 0.240495802575651 0.434955270683052 1.2294001721805 1.56054391082076 0.00127640148463538 -LPAR6 1 -3.28150750742381 0.317394897252685 0.559767633053026 1.57973867660451 1.90932323604038 0.00103253775760717 -NAIF1 1 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4.35154927181016 0.000370701962652403 -SAMD8 1 -3.62542000939661 1.37050573330536 1.79868729105419 2.90589481394677 3.05308380446235 0.000288492186917539 -GGNBP2 1 -3.63766678525672 2.03247332878288 2.54163127541327 3.56856756140666 3.61825113273262 0.000275119035441828 -IFIH1 1 -3.64725007643411 0.275401417585718 0.544017857768751 1.48915506188024 1.90386496621516 0.000265061921504912 -FMR1 1 -3.64995987238244 0.747591631882538 1.09504869907744 2.25833284457678 2.46083307155157 0.000262281279327814 -TRAPPC9 1 -3.65663242062541 0.426007679883918 0.719748948006064 1.81609248112427 2.07659954710795 0.000255550423538647 -LOC152217 1 -3.66253126101625 2.55357793153811 3.09183367447957 4.03214166745066 3.79906240068932 0.000249735264959192 -STK38L 1 -3.66980441534571 1.14035007900025 1.54916496873415 2.69996051590279 2.87973736405291 0.000242736119119985 -ZBTB44 1 -3.68758166180725 0.710888137253395 1.04281214425939 2.11529898886667 2.3268378145973 0.000226395449582672 -ZNF544 1 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3.96786903567492 3.80404099421495 0.000139971794395011 -INVS 1 -3.83919880375761 0.358951895183159 0.667892942896287 1.63713148116897 2.0801952887827 0.000123436453638962 -TREX1 1 -3.85201990603103 1.30701720933791 1.7919003470775 3.13798876983367 3.25400078707718 0.000117147497265048 -CTBP2 1 -3.86366833391741 1.08596455604143 1.50851257447525 2.69225832792373 2.82712704961956 0.000111696857382205 -MED6 1 -3.87721496983137 0.997050008101057 1.43500408825595 2.69174905818578 2.91996597540948 0.000105658996594346 -BOLA3-AS1 1 -3.91250500154937 0.271631211928406 0.564432464698574 1.46248324651227 1.93458189842836 9.13436457558658e-05 -LOC81691 1 -3.95729155407712 0.206030660033734 0.469882025608552 1.22160640142909 1.72357582133597 7.58043864416873e-05 -LYAR 1 -3.9658153943948 0.632263873690364 0.997857564916652 2.10949332887154 2.38306173701129 7.31454600605095e-05 -GPD1 1 -3.98389174964081 0.0125675696515874 0.197812246309903 0.204130698397245 1.20200784560883 6.77957643062243e-05 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0.136548025765079 0.336619916422768 0.498430072598541 3.20033024628971e-05 -POLD1 1 -4.18146213612852 0.247292143927421 0.568706819637836 1.38968377516972 1.98704008879192 2.89640489583262e-05 -UTP14A 1 -4.19369982148798 0.415144893485896 0.773570745614314 1.78586376725289 2.20938336775412 2.74441102125532e-05 -NIM1 1 -4.22387008390713 0.914773771641673 1.39557446838448 2.63460992914273 2.94254851175776 2.40142514504058e-05 -MTIF2 1 -4.24491292544771 0.669657729700031 1.09936711156792 2.21583899408658 2.61682779857836 2.18678322062409e-05 -SLC31A1 1 -4.28289543928182 0.678530896987605 1.11859900663016 2.26140830020748 2.65614341754297 1.84476875240059e-05 -MLLT10 1 -4.29680927913431 0.661210066230683 1.08106729382237 2.26149897517889 2.52594942903587 1.73274153302639e-05 -DLG2 1 -4.30087417594439 0.362615321963746 0.713632633124568 1.61623718590814 2.10979808068387 1.70125643342678e-05 -TSEN2 1 -4.31917784599804 0.546942482963134 0.952614294463798 2.01715738120945 2.4279673345498 1.5661153991359e-05 -KCNN2 1 -4.32140703449291 0.216545253058407 0.517939163757791 1.25397500150314 1.8029280441539 1.550373718677e-05 -MTX2 1 -4.39346672752312 1.07523140379103 1.59629945036287 2.87326671059451 3.06588736063503 1.11557269767314e-05 -LOC100306951 1 -4.41798680305945 0.384531323424287 0.703754627392452 1.61084121789661 1.86783826834661 9.96245021599294e-06 -SGSM2 1 -4.42006129161234 0.726913721066051 1.18857342546738 2.20064894457299 2.69999383525672 9.86729109912635e-06 -MSH2 1 -4.4290441525078 0.906431400718867 1.40382397903977 2.59401317296139 2.90307587073282 9.46516461203249e-06 -SAMD9 1 -4.43365021660351 0.276987880571763 0.617176799570363 1.41169917742968 1.98348002333372 9.26508997901191e-06 -CDK4 1 -4.43524806315412 4.99789065328144 5.75264672452304 4.73383127255189 4.39903882789839 9.19663280036329e-06 -ATG16L2 1 -4.43900650658098 0.254305399139261 0.591808182204551 1.46731589966164 1.96544398879298 9.03750847405831e-06 -PPP1R26 1 -4.45882916792603 0.200607853445225 0.520444320262239 1.22597429108507 1.85428395662307 8.24085667078119e-06 -RTN4IP1 1 -4.46166046687103 0.134065011976451 0.413868311146667 1.0517726007131 1.62115824223903 8.13270125821561e-06 -C17orf80 1 -4.48118405423289 0.470506721032237 0.890921154292548 1.93395234746298 2.42523557698211 7.42300599823583e-06 -DAAM2 1 -4.48801564459595 0.401793123976593 0.824225925551688 1.78765638194447 2.43316951363754 7.1889650807651e-06 -COG1 1 -4.50319608991449 0.591245677934026 1.05391938056253 2.21462583327435 2.65596930936771 6.69390669622296e-06 -DCP1A 1 -4.50938054349289 1.75215227682519 2.39172335003718 3.54541363393679 3.66640993804368 6.50171920121358e-06 -LRIG3 1 -4.5236649615332 0.0990489390062213 0.372582215414645 0.908835837428709 1.5631074409039 6.07779081769601e-06 -ZBTB41 1 -4.57642808693818 0.571360114930772 0.983769839671932 1.98636979507679 2.32954631975061 4.72982193169511e-06 -ATP2B2 1 -4.57650916942374 0.115028393448744 0.384528572053305 0.91023825470751 1.52227745503338 4.72798994985027e-06 -TAOK1 1 -4.58098890481001 1.8984076649933 2.50157301152567 3.30113674532772 3.40366052093886 4.6278239802758e-06 -ZFP3 1 -4.59088690201008 0.272790313698305 0.639565939142642 1.41868014727967 2.06525160076458 4.41366467011871e-06 -ARX 1 -4.60411107605361 0.102552957578722 0.353019433607072 0.843814537323783 1.40628358633916 4.14231345601633e-06 -RNF44 1 -4.60727524131026 0.486627746571703 0.86112241651899 1.73632129710066 2.10121541342855 4.07979810267306e-06 -UBQLN4 1 -4.61918749365841 0.387254705650038 0.732372544267949 1.60641861686113 1.93139415258446 3.85245626573487e-06 -SDCCAG8 1 -4.63612711939867 2.61277147096622 3.28401104577321 3.88247461609891 3.7427542581373 3.5499769787432e-06 -PECR 1 -4.63654171684832 0.106914055654417 0.370811435072589 0.826080559501477 1.47132969753216 3.54286718166254e-06 -FBXO3 1 -4.63875423533153 0.843767169947708 1.36650036586939 2.59179566753547 2.91304914673812 3.50515566743338e-06 -ZNF853 1 -4.66839507069487 0.457927006726855 0.879601135637988 1.79363729791655 2.33495464795379 3.03561746204883e-06 -ZNF211 1 -4.67044374687075 0.487460055995802 0.93227373328323 2.04627037095479 2.46200585861131 3.0054978099453e-06 -PCYOX1L 1 -4.67181649902513 0.102673101999389 0.40259020698957 0.922311183450333 1.659527885003 2.98547624131764e-06 -VPS8 1 -4.68879925308092 0.791669605938198 1.29336467133036 2.4383706783711 2.76596885243398 2.74812813478377e-06 -LINGO1 1 -4.69481113595585 0.0497119165433212 0.2897099718993 0.637883781042711 1.32147420968444 2.6685315770192e-06 -C5orf30 1 -4.73287440165808 0.181669541212378 0.533440065213343 1.26406858968142 1.9213370660368 2.21362474623356e-06 -SLC38A7 1 -4.73771700485696 0.268543672579742 0.651691563521823 1.46838643281628 2.09057820592418 2.16139355411927e-06 -DIS3L 1 -4.76947097630121 0.58027497435128 1.03417403452691 1.91741812062331 2.46013062988974 1.8471035230498e-06 -KIF2A 1 -4.77813851884341 1.48539023034237 2.05498257380701 2.90984127790133 3.081587487209 1.76925485157748e-06 -RHBDL1 1 -4.78513146856664 0.0526514496070268 0.316821691808842 0.615033605235962 1.42711547393988 1.70875447396151e-06 -ANXA11 1 -4.81330207754472 0.312363181961093 0.708845869886559 1.59204813818492 2.12936546210391 1.48456625165077e-06 -ZEB1 1 -4.83037710168481 2.11944723333713 2.81005512567054 3.65729940791374 3.69589475184142 1.36274707450587e-06 -BOD1L 1 -4.83168268879833 1.55322151832723 2.14709712010777 3.05107349125713 3.17735816748594 1.3538390838311e-06 -ECI2 1 -4.85295055375981 2.85197842417141 3.62514019639346 4.20091388472027 4.11844813880529 1.21638026839679e-06 -RFX7 1 -4.86407791273004 0.899836594664593 1.42719072352901 2.47940651502222 2.80266327540895 1.14991613901078e-06 -C17orf89 1 -4.88211960300045 2.21117143617051 2.81634254026721 3.38438160852752 3.20434200875776 1.04951564325745e-06 -NR2C2 1 -4.88451983659942 0.673208837621264 1.15444994122998 2.14006277678813 2.54688849405328 1.03681204841029e-06 -BEND6 1 -4.88972647900057 0.380522435572421 0.752440082164136 1.54535128653609 1.96621639827434 1.00976186274153e-06 -CACNA1D 1 -4.89309970608488 0.157372143695984 0.487079449811966 0.971565363628153 1.74186142144313 9.92600870218565e-07 -LOC286467 1 -4.90814868009729 0.111530923284338 0.4233647053482 0.864727699689545 1.64238340042071 9.19401453197106e-07 -PIGG 1 -4.9284003354656 0.817935820358353 1.3664515305415 2.44460356100574 2.87708165187625 8.29056070302057e-07 -SNX29 1 -4.94793714191177 0.573826865661595 1.06157388310574 2.02054989511255 2.5482353942391 7.5004120246317e-07 -IWS1 1 -4.95509438568621 1.63167865176943 2.31344834358469 3.44569032645002 3.55676240000791 7.22951865497212e-07 -SLC25A48 1 -4.97578358198486 0.0514144956390258 0.357665097651329 0.631269797134915 1.59105269424238 6.49842201850788e-07 -ATP5D 1 -4.9762541441587 4.58929816204471 5.28754190788265 4.16732129557686 3.62721749224334 6.48265223819428e-07 -LRRN3 1 -4.98570594874149 2.33431962254918 3.09647311339545 3.98192546944066 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3.2397315854627e-19 -NBPF10 1 -8.99628144899012 1.53480232404234 2.44929538253142 2.41463247124766 2.62776470094296 2.33492205107441e-19 -PHLDA3 1 -9.0125857200835 0.423790171529309 1.43044821160384 1.785341700398 2.88736477018608 2.01254325439337e-19 -ZNF226 1 -9.01959844166064 0.579549427277866 1.59530462963001 2.05983321929043 2.91119265891447 1.88780000844693e-19 -C16orf53 1 -9.02826957521818 1.01365019663799 2.11778726613736 2.52365635864193 3.16145909955292 1.74407750035832e-19 -LRWD1 1 -9.08569344585254 0.58513094087148 1.6823783589701 2.15906557823112 3.12187552627144 1.03039729259753e-19 -GPR37L1 1 -9.08619730295525 1.97892966154371 3.3800754717875 3.16530624459813 3.98630261399991 1.02563531984537e-19 -VPS26B 1 -9.14239291516235 1.07812962176892 2.3070056852492 2.82210093389261 3.4746998684946 6.1085442975882e-20 -CCDC106 1 -9.16774221151852 0.223425612034753 0.926589742260221 1.18375754262997 1.98272923670122 4.83029496198285e-20 -C21orf62 1 -9.17362434424983 1.21737413572237 2.52565523543267 3.0517572499778 3.68662709269664 4.5737679879861e-20 -DMAP1 1 -9.19417979159607 1.0203426752923 2.25085069424206 2.78373522870416 3.45971680565753 3.77866255415986e-20 -PSME2 1 -9.28081495937288 2.4591237514214 3.88241490620633 3.82646998334832 3.96439328275535 1.68187162034821e-20 -GTF3C5 1 -9.30174371872275 0.664487619925753 1.84207418476104 2.30605744299052 3.27263497531954 1.38160955382148e-20 -ATXN2L 1 -9.3410043478781 1.64543979425248 2.88295314891711 3.07840727194383 3.42472272147529 9.54245841966414e-21 -EGFR 1 -9.34283021755064 6.22003821252729 7.71710142584918 4.59808751235825 4.14219726022139 9.37927828162916e-21 -LPAR1 1 -9.35298796880943 0.481133149160073 1.57594858814207 1.87865467178306 3.02593526311617 8.52059356029654e-21 -GPT2 1 -9.3857433901712 1.16513804762956 2.52375008647339 2.87322584868448 3.74193188215017 6.24741592953586e-21 -ARPP19 1 -9.38871969814451 3.28447940647835 4.67949039350554 3.97503886942777 3.84096500035399 6.07339887281635e-21 -PARP1 1 -9.42138945569205 2.43822249434587 3.94194472482467 4.00737160354171 4.12592907809389 4.45157665042258e-21 -MEN1 1 -9.51538252235562 0.303460902911678 1.37723127482654 1.58582231875393 2.91711976415645 1.81045577058313e-21 -PREPL 1 -9.60693394875313 1.0382867896476 2.3034822391873 2.67782425604255 3.40441042297872 7.47414326146408e-22 -FAM108A1 1 -9.61445379927585 0.304960604127183 1.11754248677865 1.27497044591767 2.18479962823475 6.94771037803728e-22 -DCLK2 1 -9.83173589158313 1.91975403030441 3.28595991346018 3.42548669325502 3.59215478912568 8.21896728201488e-23 -TMEM175 1 -9.83520302094011 0.665905087639984 1.8527681831903 2.17903891265214 3.11951006996609 7.94072843095435e-23 -GRIA1 1 -9.89031226279604 0.102974799365859 1.08015076279439 0.832313960977665 2.55406453752588 4.58595183826065e-23 -PER1 1 -9.95409603073928 1.37715879803851 2.66113998977203 2.91044221796926 3.33446321583541 2.42012241484983e-23 -WIPI2 1 -9.97943289727248 1.38085253161937 2.77645962622528 2.97974618768704 3.61515066179373 1.87535539838588e-23 -UPF1 1 -10.0029639412452 0.850749430251583 2.15645854201062 2.46343978369778 3.37432435495039 1.47902733092178e-23 -HS6ST1 1 -10.0902449336887 0.478725774115399 1.546055223177 1.81144012959777 2.73442413618999 6.10170767312191e-24 -LIMS1 1 -10.1354368993947 0.472796960904102 1.59089516958538 1.7485573195348 2.85171797127177 3.84650192314296e-24 -PAMR1 1 -10.2073031378223 0.0906208077985145 1.20390398704153 0.778529594400223 2.81944566585081 1.83905323671315e-24 -CEBPD 1 -10.2902020932638 4.95985043524275 6.50292214243738 4.37558858432429 3.87642422790301 7.80124652888634e-25 -DDB1 1 -10.3053082113069 1.61192479090543 3.10169340959255 3.2428527252694 3.73703298897897 6.66775978883269e-25 -BACE1 1 -10.3865749473291 0.824865406285642 2.13349024294865 2.41628954828724 3.25695602182539 2.85419091307098e-25 -DHRS3 1 -10.4911479021028 0.496027248198995 1.80583830467969 1.90176842285251 3.22741443763857 9.48687379195472e-26 -BRAT1 1 -10.5171962939925 1.21419055793322 2.66455837422494 2.62964720805981 3.564899324041 7.19837689446943e-26 -CTSL1 1 -10.5489685738046 1.28953487291689 2.82943934831688 3.11677613085061 3.77357405821673 5.13577714161545e-26 -TSSC4 1 -10.6833029021237 0.672411154204279 2.06759646953405 2.23927113678252 3.3759456756443 1.21857356285312e-26 -AGFG2 1 -10.7305145967511 0.273042536702497 1.42873176596891 1.31951536675863 2.78413064823246 7.31874640195215e-27 -HUWE1 1 -10.7805505549496 2.38825271291586 4.06633579393597 3.83317378815541 4.02384842840634 4.25332366582136e-27 -RHOJ 1 -10.8297337918792 0.801312186478026 2.29043149098165 2.51640873760489 3.55451873379549 2.48877802505048e-27 -ACTR3 1 -10.9402618854899 1.27539277785333 2.84954255017154 2.94430273516977 3.71952453473207 7.39858829486682e-28 -TINF2 1 -10.9496554668171 0.57576488153386 2.03066097305148 2.20013304832278 3.43479338611989 6.67008337854819e-28 -TIMP3 1 -11.0669943124225 0.973311381006644 2.54960837695085 2.60240374335622 3.68194635077355 1.8138254135874e-28 -MARCH6 1 -11.0778329723004 1.75982278978184 3.39678213303143 3.29293113006724 3.81990159715167 1.60715324518031e-28 -SSBP4 1 -11.2420940879152 0.853775582974458 2.15967749375609 2.31232795338265 3.00284168923191 2.53301386466406e-29 -ERCC1 1 -11.2954536606877 1.4716969325743 3.0542591743301 3.11157026425692 3.62181461173672 1.38188637878485e-29 -ZSCAN18 1 -11.336338728958 1.31176600540873 3.0032950375548 3.11952649182072 3.85723178628524 8.66961765687369e-30 -VAMP5 1 -11.4234879848992 0.78106194780088 2.21171903827709 2.3035582907672 3.23747122748596 3.1916226546453e-30 -PIN1 1 -11.4374690997724 1.27416484782489 2.75938268364815 2.84698518084368 3.35682976364651 2.71695977114117e-30 -LRRC14 1 -11.4459541592539 0.625912455209884 2.20895745783206 2.28757028544094 3.57528242373749 2.46378614423798e-30 -ELOVL1 1 -11.4529899802674 1.13493265969297 2.76922172084662 2.84674017145408 3.68874885823794 2.27172019504836e-30 -MAPKAP1 1 -11.5886027769261 0.961645746864297 2.51907232084906 2.5021875165554 3.47412626778463 4.7074897224695e-31 -SORL1 1 -11.6001726993649 0.840715493603998 2.44317703867792 2.45806825828762 3.57101978591624 4.11247511069191e-31 -NFASC 1 -11.6272291143573 0.864387976677744 2.45688869796808 2.5441608682496 3.54056443388042 2.99667572928502e-31 -SFXN5 1 -11.6565525494223 0.848949685923082 2.33959230772275 2.3537846127491 3.30576900923319 2.12472086039493e-31 -FSCN1 1 -11.6842657628047 0.740451415510335 1.84101305654341 1.99576837896179 2.43490510524178 1.53399415498255e-31 -PLEKHB1 1 -11.7852940997832 1.65054532706741 3.58038823821959 3.43979752756086 4.23302301012143 4.64794903842976e-32 -SIRPA 1 -11.8982080343098 0.620895230387304 2.06653624791957 2.09022421173899 3.14085580775681 1.20915701156242e-32 -CYB5R3 1 -11.9646264057611 1.2300800508943 2.90006731603596 2.78891302340147 3.60813777083011 5.44420709682291e-33 -PRDX6 1 -11.9905456974864 3.48319789216996 5.46842916883764 4.35239104049891 4.2799752262213 3.98272700578131e-33 -PEPD 1 -12.0291980566362 1.01292524955827 2.82729889367572 2.85124342216791 3.89905308600781 2.49573094398632e-33 -TPD52L2 1 -12.0396323299467 0.997665978072782 2.71007239656037 2.59844669048702 3.6767382866093 2.19933670283282e-33 -WDR13 1 -12.0454101498491 0.767571341566546 2.43066365809118 2.32895993290023 3.56914226945789 2.05053946438853e-33 -NDST1 1 -12.0900876006294 0.661639198858876 2.36527968943384 2.13462015653145 3.64265131093934 1.19159603464907e-33 -TMEM205 1 -12.0917206997763 2.90413054914337 4.75029115106727 4.03202799944089 3.94684859347231 1.16814227537122e-33 -PIGT 1 -12.1019239340596 1.20318874439872 3.08979969492895 3.04542756428518 4.02992558818164 1.03164608223441e-33 -ACADVL 1 -12.1265280205133 2.84606157673166 4.82241635398307 4.1100631325001 4.21305887568626 7.64213539946124e-34 -CANX 1 -12.2217400991143 4.46831332409256 6.34971014052453 4.3611519048154 3.97938955618671 2.37936516585051e-34 -SFT2D1 1 -12.2354508126048 1.61830854837559 3.3591870628629 3.20041480721712 3.67804962815772 2.00985838164098e-34 -ASPH 1 -12.2535388142787 1.43704486939283 3.21715306636289 3.15662885832052 3.75538065046214 1.60821949552999e-34 -YIPF3 1 -12.3592513343683 1.66107996670899 3.58861723743724 3.3753435745986 4.03162115401474 4.34181511520643e-35 -BRP44L 1 -12.3892120640947 2.23392082416318 4.03176024246203 3.56610718309022 3.75125257481356 2.98966367298054e-35 -SALL1 1 -12.446112256811 0.962918435827533 2.61517805582657 2.54191835223776 3.43173441801784 1.46824662053814e-35 -CTNNA1 1 -12.453121323752 2.54243464624976 4.55178708900864 3.8873752519674 4.17106535778326 1.34481003157099e-35 -AZIN1 1 -12.4996495468409 2.10960336910797 4.06629645335009 3.61622287037999 4.0466343917006 7.49810970484093e-36 -PCNP 1 -12.5359968073482 2.47037339519622 4.27701632892615 3.48884800153489 3.7254826820677 4.74359201503684e-36 -CAPRIN1 1 -12.657914237607 1.94456711199236 3.95538654814092 3.56379064942522 4.10657747394337 1.01151188214635e-36 -SLC20A2 1 -12.7079712709569 0.694879159205415 2.48796733869936 2.26887298575948 3.64749342964535 5.34019162898784e-37 -NFIC 1 -12.7256804647294 1.49697168708533 3.19015864983816 2.86953758365262 3.43948164944428 4.25749490743229e-37 -BCL2L1 1 -12.7288127407937 0.573327611822333 2.12704295393215 1.92807728129526 3.15538714411116 4.09011271579421e-37 -PFKL 1 -13.6717637137254 1.56352697726125 3.70029562074114 3.27461504609954 4.04019245219207 1.49721713095281e-42 -SSFA2 1 -13.6755560515438 1.04450405507753 2.96996899963071 2.60719366133909 3.63965079400452 1.42116725666591e-42 -STARD7 1 -13.7521198385182 2.09124283414105 4.33765949752012 3.73374738459861 4.22269543507408 4.94588121073615e-43 -AHCYL1 1 -13.8808742639575 3.52505899113244 5.96129036518246 4.44727600004341 4.53702117824738 8.27286863740722e-44 -SEPN1 1 -13.9119400167838 1.21887788758072 3.10002059468282 2.68753526136354 3.49545038252865 5.36054700219896e-44 -SOD2 1 -14.2702747242007 2.60958946466195 5.23701043863648 4.29283670429116 4.75955580751029 3.35255303285056e-46 -TUBB3 1 -14.5142099979375 0.853363083938969 3.11799567753424 2.42599773198507 4.03341998888576 9.84857852616889e-48 -MSN 1 -14.7341214967784 1.88959319936081 4.2465710313166 3.49763767558632 4.13523643987058 3.89225878643809e-49 -EEF2 1 -15.07346037981 2.53481804273145 4.64451432079819 3.48426056723095 3.6180625264902 2.42093795509136e-51 -DENND5A 1 -15.1991910426451 2.10435958098767 4.4529342666832 3.60961245651232 3.99441327808131 3.58014842972576e-52 -NCAM1 1 -15.2179219565932 1.61370837588093 3.95651315159743 3.18679643048816 3.97969549200274 2.68938601339286e-52 -LANCL2 1 -15.2953314456746 1.30925857601576 3.54424483208848 2.82621590583817 3.77733114352932 8.21415746257949e-53 -HNRNPK 1 -15.3339956812813 3.86528640290652 6.19403267975474 4.13870020517579 3.92587015877797 4.53228330288422e-53 -RAB1B 1 -15.3362638861138 2.07968959964673 4.21982467408295 3.29325757450486 3.60737014752399 4.3767041339535e-53 -CTDSP2 1 -15.878611657557 2.07760810316076 4.77079519547426 3.74483339875582 4.38453046518691 8.91294052959957e-57 -EIF4H 1 -16.5693441567515 2.85567185028223 5.43653723239686 3.7985322514576 4.02651321448598 1.16084983071441e-61 -RHOB 1 -16.7476533492585 2.10967989215146 4.71101761989564 3.659313459837 4.01524335084268 5.89044159297215e-63 -DDR1 1 -18.2468017920666 3.2767701647839 6.21556192475264 4.18840056178587 4.1634289142328 2.19382505814987e-74 -LGALS3BP 1 -18.2805949852446 1.1285492778976 4.2714830406014 3.00755560985588 4.44440877726372 1.18130359745736e-74 -AHCYL1 2 13.3479450112168 8.32792774415492 5.96129036518246 3.71534235884187 4.53702117824738 1.2176172574709e-40 -DDR1 2 12.6094731336546 8.26717094017787 6.21556192475264 2.9077929858852 4.1634289142328 1.87240531789171e-36 -NCAM1 2 11.2259314619543 5.70241061379238 3.95651315159743 3.81692138714083 3.97969549200274 3.04164281058319e-29 -CTDSP2 2 9.69774242573209 6.43244783284192 4.77079519547426 4.34059711885838 4.38453046518691 3.08243319294696e-22 -LGALS3BP 2 9.14784112660703 5.86031919689237 4.2714830406014 4.29236980317127 4.44440877726372 5.80826368230927e-20 -DCLK2 2 8.80065857718106 4.52138586376949 3.28595991346018 3.62032943287908 3.59215478912568 1.36015570458204e-18 -RHOB 2 8.57895055159078 6.05716478321939 4.71101761989564 3.60074910511223 4.01524335084268 9.57426210929143e-18 -RUFY3 2 8.37617516237114 4.5272658904703 3.33656991956503 3.66429972923455 3.63754713141573 5.4675520064009e-17 -ATCAY 2 8.36211926699767 1.37359506616243 0.65850184432408 3.03085776801737 2.18826442404855 6.16015217419584e-17 -LANCL2 2 8.33402394181271 4.77447481484997 3.54424483208848 3.85379652441496 3.77733114352932 7.81401138095612e-17 -LIX1 2 8.29066230709841 2.18905151622263 1.26028656303082 3.55427844673706 2.86661975124951 1.1261960106238e-16 -METTL21B 2 8.21072361531105 2.20348447500034 1.27841167654757 3.64389816519429 2.88302211137892 2.19859437853889e-16 -LOC375010 2 8.18583481844379 0.852750624152337 0.401806902977271 1.97410603085658 1.40965508832916 2.70422437843328e-16 -PER1 2 7.9871417433006 3.70193170540444 2.66113998977203 3.51423844554104 3.33446321583541 1.3810327232545e-15 -PGAM2 2 7.89564519999751 2.23708183762166 1.34292360342224 3.43310763045634 2.89787902552362 2.88817214417555e-15 -DENND5A 2 7.8690170052145 5.6812781985994 4.4529342666832 3.74581791289668 3.99441327808131 3.5743859157827e-15 -NBPF14 2 7.29369510122974 2.62240866172762 1.91995739606063 2.73687379211036 2.46446179891936 3.01567486516102e-13 -TMEM132E 2 7.20968404184764 0.753072852183259 0.331346363814133 2.23614444045668 1.49681505578475 5.6081852204831e-13 -COL6A1 2 7.17688198367178 2.34083316736425 1.501945952365 3.49348273238524 2.99103342725221 7.13191993601268e-13 -EGFR 2 7.00480839462575 8.85099825704398 7.71710142584918 3.64576600048037 4.14219726022139 2.47324069363773e-12 -PTPRN2 2 6.97582391468845 2.11513990759241 1.33537765780891 3.45189570660121 2.86035668236101 3.04083398736568e-12 -PLXNB1 2 6.97254891202564 2.7490468143286 1.82409262894116 3.90134985738276 3.3945495171133 3.11249391279731e-12 -TRIM2 2 6.9664963327345 2.77469893037075 1.91471051768566 3.59324152343967 3.15886948600908 3.24931362611746e-12 -BRP44L 2 6.70190575117475 5.01423437969223 4.03176024246203 3.64114840661075 3.75125257481356 2.05718713497937e-11 -SEPN1 2 6.5747448194228 3.99812855860156 3.10002059468282 3.59777898118266 3.49545038252865 4.87366785267153e-11 -PLEKHB1 2 6.50553059380619 4.6565557002893 3.58038823821959 4.37483081926585 4.23302301012143 7.74196250807388e-11 -HNRNPK 2 6.50166580159575 7.19151929840351 6.19403267975474 3.32141628509927 3.92587015877797 7.94354194502496e-11 -TIMP3 2 6.49837626785159 3.48464541571931 2.54960837695085 4.06749099566126 3.68194635077355 8.11915313066031e-11 -PCMTD2 2 6.31214394295573 3.31651861591431 2.45827021793916 3.81399757013302 3.47928178338769 2.7519607676945e-10 -LINGO1 2 6.30501371612131 0.615315096569216 0.2897099718993 1.86048066172505 1.32147420968444 2.88168376500252e-10 -AKAP1 2 6.29684256358971 1.28678126972463 0.735166780107847 2.9482051560427 2.241642367875 3.03769523000442e-10 -DAAM2 2 6.2657688185163 1.42001596411024 0.824225925551688 3.08571731228972 2.43316951363754 3.70990389977272e-10 -EIF4H 2 6.15376546251247 6.40485203943977 5.43653723239686 3.5534187057435 4.02651321448598 7.56645573079623e-10 -MPRIP 2 6.12283104747436 2.19308068063464 1.50701521065797 3.3157269105948 2.86725805638878 9.19271565671746e-10 -NBPF10 2 6.06819755799831 3.07244551253248 2.44929538253142 2.72971812662251 2.62776470094296 1.29353729726962e-09 -SALL1 2 5.99798169164834 3.41956555072117 2.61517805582657 3.65739566154891 3.43173441801784 1.99785038789429e-09 -HUWE1 2 5.91799802376473 4.99693554751646 4.06633579393597 3.9730075092449 4.02384842840634 3.2588388290907e-09 -PLEKHA5 2 5.74501354971459 2.54808169761556 1.8448891466254 3.53306268116533 3.13210779266176 9.19136259475384e-09 -FSCN1 2 5.68511547477544 2.38197639656285 1.84101305654341 2.50744751934529 2.43490510524178 1.30724300076016e-08 -ACADVL 2 5.66015662341732 5.75432315507797 4.82241635398307 4.05181477765117 4.21305887568626 1.51234905075244e-08 -TBK1 2 5.60488539952672 3.61912452247427 2.76772907492921 4.41500477613679 3.88703169824627 2.08392800387246e-08 -LOC100499183 2 5.54704577026862 1.71952387005311 1.13072821628388 3.23501029693642 2.71616620910001 2.90536706152126e-08 -ATP2B2 2 5.46938586068462 0.709899602914994 0.384528572053305 2.03453538447739 1.52227745503338 4.51597631834768e-08 -GPT2 2 5.42250200937862 3.31669333041814 2.52375008647339 4.05658898427878 3.74193188215017 5.87705536602213e-08 -PURA 2 5.38992194622846 2.1858331825832 1.5923873229177 3.18685312629399 2.81742344350185 7.04882922131438e-08 -NFASC 2 5.372938230473 3.20030290146773 2.45688869796808 3.76419367428999 3.54056443388042 7.74638710101129e-08 -ATP9A 2 5.33179968975283 2.43221204135925 1.78370411170285 3.48425877711304 3.11239681035548 9.72441723123928e-08 -IFIT3 2 5.27007917697468 1.62631203817538 1.059998363872 3.34422944952306 2.7497512242036 1.36364923282607e-07 -NDST1 2 5.23177989857963 3.11003493351795 2.36527968943384 3.96784807096362 3.64265131093934 1.67885581685e-07 -BOD1L 2 5.22899477528822 2.79637541597322 2.14709712010777 3.39468996148144 3.17735816748594 1.704341812523e-07 -MARCH6 2 5.20440520781539 4.17369047084998 3.39678213303143 3.91635344821226 3.81990159715167 1.94618934120241e-07 -STARD7 2 5.17465578100862 5.19158056562615 4.33765949752012 4.14229507999952 4.22269543507408 2.2833153607343e-07 -SALL2 2 5.09257478467666 2.54470412597207 1.91731352527918 3.40891609908453 3.15249269180066 3.53233312235147e-07 -IPO7 2 5.05690669055179 2.27120642975921 1.71665186911127 3.1394320840439 2.80616263099241 4.26111595317915e-07 -CTNNA1 2 5.03002542089893 5.37169236130939 4.55178708900864 4.07610663036373 4.17106535778326 4.90414810799803e-07 -BAZ2B 2 4.99703121053299 4.23700474731504 3.46955435390984 4.00601806803014 3.92999272916627 5.82196488083876e-07 -SLC6A8 2 4.98448632673817 2.44383509712112 1.86738016197459 3.2489075522143 2.9593644226859 6.21266387757261e-07 -CAMK2G 2 4.9511290117005 2.41449475252679 1.77543317323309 3.70995793795842 3.30287365744963 7.37841674899148e-07 -GPR37L1 2 4.8787630715145 4.14009805401188 3.3800754717875 4.2299047764507 3.98630261399991 1.06753207540955e-06 -SLC20A2 2 4.87799852857955 3.18328408207834 2.48796733869936 3.90447723585956 3.64749342964535 1.07167724230098e-06 -DLG2 2 4.854921882708 1.11391793496959 0.713632633124568 2.56417118547482 2.10979808068387 1.20434209928292e-06 -BRAT1 2 4.84511246753074 3.339548836584 2.66455837422494 3.80249213857842 3.564899324041 1.26539977140067e-06 -KAT2B 2 4.79709815485842 2.52145928471683 1.92050048508562 3.44513078943798 3.20567573450808 1.60980728365762e-06 -VAMP5 2 4.78475440123576 2.81707674003255 2.21171903827709 3.51532387874497 3.23747122748596 1.71196536467323e-06 -SSFA2 2 4.77896231176701 3.64970430396839 2.96996899963071 3.80912114560675 3.63965079400452 1.76202215671622e-06 -TP53BP2 2 4.68060847872269 3.62844610787183 2.94264052950183 3.85677108312009 3.74931728629966 2.86024716138049e-06 -PARP1 2 4.66550678426946 4.69420319759714 3.94194472482467 4.08801264022819 4.12592907809389 3.07857337641769e-06 -CNTNAP1 2 4.66017924463013 1.38171376706241 0.972825791556814 2.61085397673153 2.24520093092361 3.15934137030454e-06 -PHLDA3 2 4.62952911243299 1.95282633012737 1.43044821160384 3.26890805169149 2.88736477018608 3.66498199830513e-06 -WIPI2 2 4.62261184329408 3.42953052699652 2.77645962622528 3.82068804196642 3.61515066179373 3.78938382979936e-06 -SORL1 2 4.6020173838241 3.08540175492719 2.44317703867792 3.87353803523911 3.57101978591624 4.18418271427398e-06 -CYB5R3 2 4.56705963625764 3.54403829918788 2.90006731603596 3.82624166774097 3.60813777083011 4.94613326911111e-06 -MAGED4B 2 4.55330733152085 0.22523864889445 0.136548025765079 0.644497914846924 0.498430072598541 5.28090366601587e-06 -PFKL 2 4.55024623350741 4.41872396122191 3.70029562074114 3.98522140324084 4.04019245219207 5.35831743391977e-06 -ARHGAP32 2 4.54954319902082 1.74788582354251 1.26999037216655 3.11241501518538 2.68793399280957 5.37624965785882e-06 -TNS3 2 4.5362198646394 1.49723528639762 1.04114285869423 3.04878715698594 2.57283693443468 5.72714748954142e-06 -EXOC7 2 4.52704874577892 2.60266707725177 2.04189188680382 3.37125581372094 3.16976537071849 5.98131466510442e-06 -GPD1 2 4.5029936129394 0.40933404822599 0.197812246309903 1.71126203358167 1.20200784560883 6.70028982585899e-06 -PREPL 2 4.42817525976075 2.89261505829966 2.3034822391873 3.61506295261112 3.40441042297872 9.50336677910856e-06 -BRF1 2 4.38324532817555 1.08600680300148 0.74034110589444 2.44039964584074 2.01796672509916 1.16924315860219e-05 -EEF2 2 4.38064430274007 5.26389914901492 4.64451432079819 3.2424895995095 3.6180625264902 1.18328897836565e-05 -TP53INP1 2 4.28767578527275 1.13970677101056 0.800315053536902 2.35109817120231 2.0255025620396 1.80552362936338e-05 -C5orf30 2 4.25204333148035 0.852702445322829 0.533440065213343 2.37011649564988 1.9213370660368 2.11828860032487e-05 -RFX7 2 4.2395301773449 1.89152971945992 1.42719072352901 3.13416718942259 2.80266327540895 2.23988082591456e-05 -USP18 2 4.23165640941753 0.761612337233438 0.467761357302067 2.23535901167671 1.77692967971076 2.3197659230793e-05 -PROX1 2 4.20747651417397 0.945054436841666 0.627549643425384 2.36340957401641 1.93099914571308 2.58238231963089e-05 -CRTC1 2 4.13950032916821 1.17267319293856 0.84048820991675 2.39572845995331 2.05345679607853 3.48063101436995e-05 -ZDHHC8 2 4.12949747418524 1.01075773152875 0.708299835272695 2.22634695201498 1.87422280568014 3.63556996533732e-05 -RAB1B 2 4.08513551440195 4.79572016605131 4.21982467408295 3.29724264135649 3.60737014752399 4.4051099573222e-05 -ATXN2L 2 4.07110888869544 3.42781278725319 2.88295314891711 3.48644791838274 3.42472272147529 4.67898700149942e-05 -IPO13 2 4.06372307032589 2.32344289529107 1.810818439012 3.59899820157262 3.22796422573348 4.82961222557247e-05 -GCAT 2 4.04926984201651 0.954834418510443 0.627391378737235 2.58329069947555 2.06924798141462 5.13776777356188e-05 -CACNA1D 2 4.04846309711958 0.762661095739235 0.487079449811966 2.25788892222279 1.74186142144313 5.15550608719164e-05 -PPM1A 2 4.02951075323175 1.56708892395509 1.18066832125834 2.76677813947866 2.45392593313903 5.58930591603918e-05 -TMEM205 2 4.00338873409683 5.36777376430924 4.75029115106727 3.69707930430913 3.94684859347231 6.24415749719815e-05 -PLA2G4C 2 3.9213608708629 1.22758359646538 0.867239574294197 2.75842696069385 2.35144056895433 8.80502821394447e-05 -ASPH 2 3.91787407229439 3.79213068692614 3.21715306636289 3.8199390448999 3.75538065046214 8.93333508519189e-05 -ZNF318 2 3.89807041905694 1.42713241671726 1.04739691705104 2.8148103853624 2.49278610123783 9.69622230668628e-05 -HIATL2 2 3.81807686026701 1.44377848834598 1.08652918217594 2.71201806879314 2.39430913807385 0.000134496027401421 -LOC728875 2 3.79604616223167 0.807596372434794 0.605303987689072 1.60593438502621 1.36364569227322 0.000147022133553387 -ATP1A3 2 3.78146431588493 0.465823236621697 0.289113068628839 1.48317081869614 1.19579030792616 0.000155908573048297 -C19orf60 2 3.77054586177411 3.29449514749059 2.78850006467824 3.48504992127674 3.43396263045739 0.000162890863173276 -DDB1 2 3.74166718512252 3.6481285129729 3.10169340959255 3.87432128785078 3.73703298897897 0.000182803504063941 -NAB1 2 3.72929750780737 1.50232818994604 1.12708657781216 2.87651786353016 2.57476417637419 0.000192014338335455 -CRTC2 2 3.72714818344718 1.31558207176718 0.993426452446323 2.55575236188926 2.21178316035361 0.000193658609389311 -NSUN5P1 2 3.72332951352602 1.95239643800374 1.55711459482343 2.91614886639091 2.71661997037286 0.00019661264336378 -CELF1 2 3.71052113857535 3.07812557189604 2.57326386962552 3.64885461356121 3.4816973186445 0.000206833024080708 -SDCCAG8 2 3.68255333537065 3.82263648702211 3.28401104577321 3.72541341197826 3.7427542581373 0.000230909537509253 -TLE4 2 3.67225024928027 2.15439346081799 1.73288647249521 3.19050703362491 2.9371491864883 0.000240424074289085 -MSN 2 3.65083995115489 4.83655423082483 4.2465710313166 3.99586383235687 4.13523643987058 0.000261384090828806 -SLC25A48 2 3.61774314687201 0.582606188555155 0.357665097651329 2.05404656203069 1.59105269424238 0.00029718310039835 -C22orf32 2 3.61657577637068 2.66861473000509 2.23408550046344 3.21189380989068 3.07450300771451 0.000298525954280264 -ZNF853 2 3.61552729497523 1.20951198536926 0.879601135637988 2.6635559036031 2.33495464795379 0.000299736889478735 -CPSF6 2 3.58904483979586 3.16566029352972 2.65391974097395 3.94533878560769 3.64858480654028 0.000331891757365116 -DCXR 2 3.5760448832927 3.57652170307328 3.05188462552362 3.75175516630227 3.75413179269388 0.000348831786823671 -SCAMP5 2 3.54739457680731 1.27654654438251 0.953418586449802 2.69787416878077 2.33087258617585 0.00038906142434417 -PAK6 2 3.53956438210677 0.496979708510205 0.303535832268129 1.80809111248276 1.39848774699096 0.000400787996761164 -STOX2 2 3.52627987809428 0.841700112592884 0.575761068032365 2.2158100476698 1.92982896728664 0.000421441339994434 -NUP188 2 3.52602430799852 2.62858457963703 2.15872674729144 3.69402465636829 3.40984521002832 0.000421848247697208 -SOD2 2 3.51366341728629 5.89055180929124 5.23701043863648 4.54114972676125 4.75955580751029 0.000441972457084939 -WDR13 2 3.4991100992512 2.9187177649704 2.43066365809118 3.76989251991492 3.56914226945789 0.000466813781188677 -TMEM175 2 3.48812758348725 2.27799951595513 1.8527681831903 3.35359235223793 3.11951006996609 0.00048641591576976 -LDOC1L 2 3.47034999350388 2.24953397439566 1.81478856238595 3.50866748357816 3.20564352828687 0.000519780585823411 -LRRC14 2 3.46487261218632 2.69306754315109 2.20895745783206 3.78963574394339 3.57528242373749 0.000530482694114937 -TAOK2 2 3.46071531864819 1.18831005269596 0.902619221609706 2.3973937324194 2.1124377647499 0.000538742202667509 -HTT 2 3.45895031820922 2.08460136128022 1.66910845650959 3.35715298462173 3.0737800216287 0.000542284922419461 -ECM2 2 3.44659267692022 1.16792594045381 0.868513578660932 2.55650623189685 2.2229682606452 0.000567703810203661 -NBEA 2 3.42043458207925 0.825447326081743 0.56899206695651 2.21818560107145 1.91859724578724 0.000625211706696784 -SENP6 2 3.39260388840392 2.38821546478542 1.97436291233216 3.31009930381163 3.12151896869607 0.000692316734598379 -ZNF324 2 3.38270578623258 1.04709132352438 0.747820027234708 2.63935547507438 2.2638848559232 0.000717754809971837 -BRD4 2 3.37974664296788 2.61311805071495 2.25816305098124 2.76959700592045 2.68746395631962 0.000725526768259094 -LPAR6 2 3.36769779671045 0.811048299266907 0.559767633053026 2.28443337334201 1.90932323604038 0.000757986322388713 -VPS39 2 3.35883219466843 2.19839210012287 1.7747383793847 3.52379601998415 3.22757403844108 0.000782725814301378 -C16orf53 2 3.33319986933821 2.52959588129268 2.11778726613736 3.35595558025076 3.16145909955292 0.000858532435412451 -CEBPD 2 3.33041999343012 7.00744030867084 6.50292214243738 3.4846234277692 3.87642422790301 0.000867150794957901 -ZNFX1 2 3.32849877370629 2.93740308762405 2.47497474894194 3.66497182279002 3.55508128701579 0.000873153893989547 -GUCY1A2 2 3.31394421712562 1.46428758088064 1.12889657979652 2.96413959487319 2.58976112797367 0.00091989857427496 -WASH3P 2 3.31311893243399 1.72369974621768 1.48088514896608 1.90346453464869 1.87538855462554 0.000922617376947849 -SSBP4 2 3.29962839720544 2.54688518334432 2.15967749375609 3.14396949988559 3.00284168923191 0.000968129292883933 -CANT1 2 3.28045465683331 1.28468147728504 1.00859596648283 2.38988696108693 2.15359022688097 0.00103639922506029 -BCL2L1 2 3.23855999746245 2.52639057636206 2.12704295393215 3.35571283607651 3.15538714411116 0.00120134750345589 -AZIN1 2 3.2161451760858 4.57489617349238 4.06629645335009 3.96931337612956 4.0466343917006 0.00129925088365598 -ABHD14A 2 3.17276228907483 1.81259644250052 1.45010520618288 3.18798253167353 2.92356983533123 0.00150996099274961 -UBAP2 2 3.16814747611805 1.6875903373733 1.35439049809188 2.94831050591894 2.69124285256706 0.00153413677055769 -ZSCAN18 2 3.16616850424165 3.48055638778082 3.0032950375548 3.94434748730486 3.85723178628524 0.00154461288643838 -MID1IP1 2 3.14141712962521 0.77011115648685 0.604057613276142 1.51714169851566 1.35262071792631 0.00168132382215572 -ZNF692 2 3.13911501042368 1.63506373795551 1.2919283640973 3.09997796318706 2.79712426030006 0.00169458923988942 -COL4A5 2 3.13905513794142 1.71485613466377 1.37267382007762 3.16322346491434 2.78940844389389 0.00169493552185795 -ISYNA1 2 3.13511898396478 1.18677728288836 0.890316383634978 2.72503846294462 2.41972989238289 0.00171784420736382 -SUSD4 2 3.11971586155017 0.995146161914623 0.730116417205968 2.52461079743923 2.17386751641608 0.00181025567709685 -NEDD4 2 3.11083499546163 0.701568602928398 0.493964387877776 2.04879531336257 1.70770435816441 0.00186559153478969 -C1GALT1 2 3.10209645026541 2.31293851010367 1.91747070534442 3.50405119497887 3.26219060167843 0.00192155340262669 -CANX 2 3.09663747971951 6.83127337846742 6.34971014052453 3.56988453964967 3.97938955618671 0.00195729077719132 -FGF11 2 3.0791172215607 1.54326051378407 1.22594871172741 2.95893825390241 2.63702045497207 0.00207614974414984 -DNASE1 2 3.07832332666485 0.470931827478018 0.306870958958617 1.7190434179534 1.36377984821377 0.00208168922444267 -CKB 2 3.07229236757845 7.45603060017639 6.93357071400818 4.0857222084063 4.35154927181016 0.00212421556310011 -SGSM2 2 3.06359808908983 1.51182531092725 1.18857342546738 3.04118161385709 2.69999383525672 0.00218692497985015 -ATG16L2 2 3.05502725123995 0.826459103965112 0.591808182204551 2.2746415818934 1.96544398879298 0.00225040073338746 -RNF122 2 3.01860542192394 0.558287405501063 0.391816920198538 1.65563087609051 1.41118643658678 0.00253941032923598 -TPD52L2 2 3.00066398987464 3.14122060734018 2.71007239656037 3.81194137789424 3.6767382866093 0.00269391651663282 -C2orf72 2 2.99599499769922 1.28572574037317 0.996993948264045 2.73032580247019 2.46607918970912 0.00273550921147888 -TAOK1 2 2.99468284160533 2.89990352465696 2.50157301152567 3.55728703146227 3.40366052093886 0.00274730341912977 -MAPKAP1 2 2.95842897357225 2.92072738797624 2.51907232084906 3.64104227594087 3.47412626778463 0.00309211490319855 -SLC23A2 2 2.94539098429932 2.03977888197579 1.68467521478781 3.23662044649809 3.08507481213311 0.00322546788976991 -LMF1 2 2.94278244880343 2.05282260228946 1.70387466793869 3.28599295601884 3.03428220722493 0.00325276911971581 -SNX29 2 2.93361872351807 1.35371300304053 1.06157388310574 2.8535640862034 2.5482353942391 0.00335035492816712 -SIRPA 2 2.92467534202541 2.42551782963266 2.06653624791957 3.33152597762609 3.14085580775681 0.00344815758848759 -SCG3 2 2.91395597036106 2.97057946583536 2.57846808822582 3.54975183639893 3.4433403721201 0.00356880236917497 -RSAD2 2 2.8877168641685 0.57692392511734 0.3868337017252 2.04866139952502 1.68445210809055 0.00388049001806945 -RAB15 2 2.88635982285769 0.894024208936024 0.661162830316728 2.40622542161931 2.06443155866395 0.0038972631130574 -NR2C2 2 2.87162457334303 1.44026433523803 1.15444994122998 2.86228284746716 2.54688849405328 0.00408367792748885 -SFXN5 2 2.85526462969081 2.70845554508876 2.33959230772275 3.45410604526335 3.30576900923319 0.00430009828250308 -VAC14 2 2.85125167621446 1.82093264988654 1.48529212079169 3.31602835950967 3.01225919843155 0.00435474860808679 -ARHGAP33 2 2.85083470501 1.03704147539394 0.80092467036672 2.37592920113928 2.11937768209381 0.00436046308192952 -BEND6 2 2.84449395545444 0.971006197386232 0.752440082164136 2.16502124568686 1.96621639827434 0.00444820298181873 -MLLT10 2 2.81518654485948 1.3589607587298 1.08106729382237 2.77412709276249 2.52594942903587 0.00487489274218575 -DDIT4L 2 2.77957618718 0.914572564591655 0.6849008254465 2.45680152805792 2.11437722644773 0.00544298838924612 -MMS22L 2 2.7732020154627 1.28049459827286 0.997601457649576 2.93096649721515 2.6103239362368 0.00555076505947667 -SPIN4 2 2.7648521203712 0.277143659393494 0.17477396032571 1.19790821332207 0.947442832475607 0.00569486063797646 -PAAF1 2 2.73971211706774 1.98944366440954 1.65658384143258 3.3512541111222 3.10892283793887 0.0061493020355566 -CAPRIN1 2 2.7364473380829 4.39453728871063 3.95538654814092 4.09972421547434 4.10657747394337 0.00621065347187228 -MASP2 2 2.7296096273752 0.557474256706949 0.412019090856802 1.56811330095361 1.36358465227773 0.00634093623240615 -CTSL1 2 2.69210142336126 3.22643961590542 2.82943934831688 3.8598142713454 3.77357405821673 0.00710033488431008 -PDXP 2 2.68142064397015 1.08385802288646 0.848131032301494 2.54511875590467 2.24956143929496 0.00733102997081897 -MYH10 2 2.65870156996926 2.45475417181763 2.10139225838514 3.51077021121166 3.40097658353322 0.00784424115011662 -ARMC5 2 2.63750339341633 1.15293550365247 0.918361290584963 2.57444330499719 2.2758348148346 0.00835187899234191 -RSF1 2 2.63728867754003 4.15728153946381 3.76901205165102 3.61714037237831 3.76729030873246 0.00835716781353071 -PLCG1 2 2.62881254662959 2.33787344150363 2.02144970626766 3.22856480457279 3.08008661763304 0.00856835777270815 -C17orf80 2 2.61096172715217 1.13837883627469 0.890921154292548 2.69526352888427 2.42523557698211 0.00902879976903503 -TTC14 2 2.59723227295005 2.04186713175294 1.71612883234859 3.41942751720122 3.20930896865728 0.00939783503321466 -TMEM150A 2 2.55372815958142 1.13904293554777 0.903904423514669 2.63185147325626 2.35614815800651 0.0106576427484653 -GTF3C1 2 2.54593964249193 2.35815558138016 2.04165163818533 3.35315331397559 3.18115270774038 0.0108984030529714 -KIF2A 2 2.54381551157007 2.3613246260115 2.05498257380701 3.19998687022775 3.081587487209 0.0109648980528886 -ADD3 2 2.52363572325512 3.34428007012832 2.97075160954821 3.76952311492396 3.78748156266524 0.0116148215480451 -CCDC84 2 2.51571123933492 1.36691759383579 1.12537535628973 2.69061534087226 2.45689044245034 0.011879246610282 -PCNP 2 2.49879901965257 4.64081438992202 4.27701632892615 3.70017857547819 3.7254826820677 0.0124614961985727 -ZFP3 2 2.47185819436224 0.839065996163029 0.639565939142642 2.39236206197502 2.06525160076458 0.0134412821552561 -AGFG2 2 2.46191632710814 1.69659271539576 1.42873176596891 3.07665718529998 2.78413064823246 0.0138196902947255 -FAM120A 2 2.45430552288471 2.28688239069865 1.98712910113643 3.36183914420263 3.12527925353255 0.0141156994199383 -FMR1 2 2.42857989447643 1.32859933502973 1.09504869907744 2.68056039028802 2.46083307155157 0.015158084975108 -ARFGAP2 2 2.41897935966391 2.38485622272953 2.06375334626351 3.60238902397498 3.39676521310253 0.0155641233251589 -TNPO1 2 2.41088807511406 2.63707023822564 2.32015836159588 3.43757995855811 3.36368223983295 0.0159137312033044 -ZBTB41 2 2.39907415850937 1.20217431194144 0.983769839671932 2.55467649274505 2.32954631975061 0.0164365855188979 -BCAN 2 2.39393509789645 7.24604355530647 6.77485459849344 5.01803089456757 5.03658568935348 0.0166686980337656 -GPS1 2 2.32966240204263 3.17211152255634 2.82806453763639 3.85655478654824 3.77901191563964 0.019824001192581 -EFR3A 2 2.30379973368364 1.04247841788659 0.83931863074403 2.45826008452171 2.2565581070256 0.021233888090459 -GRIA1 2 2.27834190680997 1.30755432824972 1.08015076279439 2.84035580843304 2.55406453752588 0.0227062146818534 -LONRF1 2 2.27267288203995 1.49804220227688 1.25717294238978 2.9492226991511 2.71205157419823 0.0230459000069267 -ZEB1 2 2.25044116888372 3.13509284613993 2.81005512567054 3.76032328075685 3.69589475184142 0.0244209541122072 -MTX3 2 2.23275368676055 0.850438439047977 0.680642147436548 2.25593596741699 1.94599124292064 0.0255651919371452 -ZBTB44 2 2.23036474345086 1.24562174433502 1.04281214425939 2.52333413431235 2.3268378145973 0.0257232381925323 -SMARCB1 2 2.22660769918345 2.37127301068418 2.09816239761137 3.29375498229071 3.13868958659895 0.0259735039514374 -UPF1 2 2.21497416665384 2.44853866051065 2.15645854201062 3.53065238734339 3.37432435495039 0.0267618377307993 -USF2 2 2.19006721757323 1.77969267363996 1.54898452709758 2.91727171332491 2.69562193431826 0.0285193623104729 -QDPR 2 2.18986264933582 2.8535740329561 2.53311053778265 3.91865887616944 3.74468408229745 0.0285341995031651 -YIPF3 2 2.17030030024465 3.93055420035012 3.58861723743724 4.03400226123425 4.03162115401474 0.0299841038979158 -DFFA 2 2.16681928737873 2.40334009339021 2.11227083146088 3.67288415152228 3.4373768499807 0.0302486361846714 -P2RY14 2 2.1600897503258 0.7586061309729 0.594813258292548 2.23465449914731 1.94033491903199 0.0307657223353795 -ARL16 2 2.15765728145822 2.34120830732335 2.05892553706267 3.48574389411893 3.34776838255052 0.0309544875772507 -PRPF4 2 2.15579280660353 1.49179028807104 1.25506542213589 3.07447018712679 2.80989671533263 0.03109984743299 -IRF2 2 2.12389043400941 1.48042234171436 1.26092294456711 2.8313626075555 2.64456787941165 0.0336793064853712 -MLYCD 2 2.11695783044409 0.624485764161698 0.477395890376412 2.08034767201853 1.77796850712156 0.0342634268788646 -CCDC106 2 2.11089522950383 1.09014955068807 0.926589742260221 2.14456991104294 1.98272923670122 0.0347813182217502 -ZNF219 2 2.10498259725362 1.13218978698028 0.954155402946918 2.34596923698393 2.16425720719538 0.0352928229515684 -COG1 2 2.09844176289048 1.27172369453696 1.05391938056253 2.91503634795238 2.65596930936771 0.0358661393308514 -SEC24A 2 2.07162295387267 1.26395001015926 1.06799751432255 2.61089032136158 2.42043587242816 0.0383006175742257 -LRFN1 2 2.05144507690465 0.276106853583434 0.191118271995341 1.25617310783123 1.06011793720616 0.0402236230900033 -PIN1 2 2.05022521755373 3.02833630262407 2.75938268364815 3.34609024013715 3.35682976364651 0.0403424582461752 -TP53BP1 2 2.0487442218137 2.37734913268045 2.1105997390144 3.44037911458245 3.3317253636435 0.0404871325549375 -DIXDC1 2 2.04463626315417 1.45579511384018 1.24155314144865 2.88513908417414 2.68127892557822 0.0408907316001792 -TRIP11 2 2.03878549561213 2.14018885305117 1.88460827965755 3.40270989647975 3.20781859597649 0.0414714405269092 -RHBDL1 2 1.99118525384871 0.427871365479559 0.316821691808842 1.70929676954826 1.42711547393988 0.0464605244267717 -RNF44 2 1.98491396168956 1.02411159419082 0.86112241651899 2.2588878713135 2.10121541342855 0.0471540447622454 -PRDX6 2 1.98474562892048 5.80039441061052 5.46842916883764 4.11178756174908 4.2799752262213 0.0471727794502925 -OBFC2B 2 -2.0732015146614 1.86018801328694 2.12682257421744 3.13351255125053 3.29100407417496 0.0381535294969073 -PIP4K2C 2 -2.08698335897399 1.02503665864888 1.24975853377397 2.58848037446193 2.75536958226061 0.0368896388238651 -AGMO 2 -2.13577505991283 0.55085918630817 0.736036212379138 1.97944459786672 2.21863106726791 0.0326977529112762 -PSMB5 2 -2.14849636227079 4.10147320336711 4.45345903667139 4.04594079454347 4.19221992232306 0.0316743450664729 -MTX2 2 -2.20275567501191 1.33238144028221 1.59629945036287 2.85946443886041 3.06588736063503 0.0276119738263762 -UBC 2 -2.23395364262959 9.71049311479796 9.89779819432538 1.8961538884315 2.14550185456567 0.025486123430445 -ATP6V1H 2 -2.26877189760481 1.89994710120363 2.20490687241989 3.25154794257958 3.43957841485494 0.0232822007706921 -RRBP1 2 -2.28439340172722 1.9363345499804 2.21609071608672 2.96050374859488 3.13373498676054 0.0223484210079767 -USP39 2 -2.29927674814005 1.78230808967924 2.08892485901989 3.24905301311401 3.41238600194807 0.0214892293048164 -MTIF2 2 -2.34498136024285 0.859560560085867 1.09936711156792 2.34721561633055 2.61682779857836 0.0190280308425809 -PRADC1 2 -2.38324535352064 1.15024449502585 1.42011297473606 2.7042640515502 2.89758979425945 0.0171607525465748 -DNAJC17 2 -2.39799864597584 0.752162511350483 0.978307347644039 2.12044761650213 2.41318844957258 0.0164849261795667 -RPS18 2 -2.40680681228429 8.43026904732919 8.64191423816786 1.86732570515067 2.25019765786645 0.0160926801790594 -SGCE 2 -2.48956720782315 2.24750861671893 2.5991719253594 3.52948922996675 3.61457049144985 0.0127898734456441 -TM4SF1 2 -2.51343164517569 1.29236469037154 1.64679530949995 3.02185461453148 3.60842472917828 0.0119562945434296 -CD320 2 -2.56545989132077 2.76024897069037 3.14963769559695 3.67433835206318 3.88393218693422 0.0103039133322297 -UBLCP1 2 -2.61689478460694 1.59903472784017 1.92473136211965 2.95800688824224 3.18478782829268 0.0088733688023622 -LOC152217 2 -2.62810798310506 2.70165265722461 3.09183367447957 3.60314252579753 3.79906240068932 0.00858612553280479 -CCBL2 2 -2.71139013820605 1.29487591490095 1.62603089962875 2.90684359803585 3.12530768867703 0.00670017401169852 -CTBP2 2 -2.79110099519733 1.20014593944741 1.50851257447525 2.57213386609393 2.82712704961956 0.00525290787840607 -LPAR1 2 -2.86291251187423 1.23740529594077 1.57594858814207 2.78822911429542 3.02593526311617 0.00419766451143864 -CXorf40B 2 -2.98894593812942 1.0395702269321 1.35330036670706 2.38801071330896 2.68591137754192 0.00279941659219035 -WASF3 2 -3.30111007218132 1.79981724403116 2.23304493116436 3.04935827424557 3.35822425701289 0.000963030930041655 -SYAP1 2 -3.36651542868238 2.2997241806017 2.75142258047857 3.22202633686606 3.43337656703888 0.000761243236934445 -CAMK1 2 -3.44273890648381 1.30840918898874 1.73083704265131 2.76406365995541 3.13979978119335 0.000575854979958274 -ECI2 2 -3.6132660443315 3.04359958927146 3.62514019639346 3.92420613180236 4.11844813880529 0.000302364179477365 -CYB5R2 2 -4.13298474611412 0.202970764068246 0.480295795294499 1.16339717724746 1.71703348209605 3.580824997825e-05 -RPS15A 2 -4.46752207149219 5.59020374614393 6.10233096347607 2.84529554882971 2.93335514225935 7.91308492130352e-06 -RPS20 2 -5.27584499500763 5.52503894434146 6.14676208805082 2.97921934454036 3.0154942362466 1.3214575173163e-07 -RPS29 2 -5.77839451181077 3.57378020535981 4.10483867741957 2.15515605782128 2.35173643708298 7.54168046470486e-09 -ATP6V0C 2 -5.77917549142198 3.36249922241749 3.86757641424506 2.06601539331937 2.23637881955919 7.50675937191333e-09 -TUSC3 2 -7.56474566871806 0.048276927904311 0.820349274023337 0.543225325791342 2.61166315266037 3.88624213757102e-14 -RPS6 2 -7.6786156136973 6.82178532599217 7.77324497980439 3.21957756031468 3.1707422903076 1.60816982699002e-14 -USMG5 2 -10.0838781487644 3.17267294607694 4.36307228245837 2.77045942660652 3.02077642160404 6.51046039861875e-24 -TUBB3 3 15.1862057167425 6.72100531714356 3.11799567753424 3.37360590894573 4.03341998888576 4.36463191002134e-52 -LPAR1 3 14.4246429917397 4.14343057221028 1.57594858814207 3.57330455002416 3.02593526311617 3.62138876854228e-47 -ELOVL1 3 14.0521452811987 5.81827082355369 2.76922172084662 3.17969635317427 3.68874885823794 7.47353102576576e-45 -CAMK1 3 13.4942455536274 4.22309655752747 1.73083704265131 3.56538151333762 3.13979978119335 1.69077054736813e-41 -RAB1B 3 13.3030772576907 7.04265984196698 4.21982467408295 1.98028019673808 3.60737014752399 2.22134260948409e-40 -LIMS1 3 13.2745504320648 3.81763303061081 1.59089516958538 3.26847369260821 2.85171797127177 3.25217009998874e-40 -PIGT 3 13.2271971588707 6.22530509588249 3.08979969492895 3.53722115278103 4.02992558818164 6.11245657938894e-40 -CD320 3 13.2032522735487 6.16608164009348 3.14963769559695 3.05185845193649 3.88393218693422 8.40273735838709e-40 -ACTR3 3 13.1488928403027 5.7264064258534 2.84954255017154 3.30759783697653 3.71952453473207 1.72684437282291e-39 -TINF2 3 13.1414064608094 4.68578715483981 2.03066097305148 3.63678881315028 3.43479338611989 1.90649860268372e-39 -MSN 3 13.1036389209731 7.43395924711858 4.2465710313166 2.66398091330588 4.13523643987058 3.13841953969233e-39 -NFIC 3 12.8040629629052 5.7806580552447 3.19015864983816 2.75377418129815 3.43948164944428 1.55592629708779e-37 -SOD2 3 12.7173427508109 8.79746542005725 5.23701043863648 2.83042028306219 4.75955580751029 4.73696580151936e-37 -SFT2D1 3 12.7011155593783 6.10709482884275 3.3591870628629 2.57521260428291 3.67804962815772 5.82927923077062e-37 -EEF2 3 12.6442494321053 7.33550269593174 4.64451432079819 1.85783321707604 3.6180625264902 1.20368505761567e-36 -PEPD 3 12.3763501798641 5.66583508759708 2.82729889367572 3.62243519830236 3.89905308600781 3.50942553583493e-35 -EIF4H 3 12.3213691203499 8.35484301785852 5.43653723239686 1.90637625654823 4.02651321448598 6.95041594428332e-35 -CYB5R2 3 12.2980824206278 1.72240237526841 0.480295795294499 2.86541084305447 1.71703348209605 9.2749938310074e-35 -SYAP1 3 12.2863468560304 5.23276619734716 2.75142258047857 3.09057722119849 3.43337656703888 1.07243890645599e-34 -YIPF3 3 12.0431688204991 6.44465002410807 3.58861723743724 3.14858415074783 4.03162115401474 2.10703498869676e-33 -PPP1R14B 3 12.0275488242796 7.17079589410466 4.60180905092978 2.07518749590517 3.63113213033274 2.5460789557203e-33 -PSME2 3 11.9215819116012 6.66246945720809 3.88241490620633 2.79558961516116 3.96439328275535 9.13572256757585e-33 -PCNP 3 11.86474622566 6.87707831403681 4.27701632892615 2.10255538665729 3.7254826820677 1.80448799565806e-32 -PRDX6 3 11.8263027717297 8.44580012625427 5.46842916883764 1.88655482916151 4.2799752262213 2.85439661712035e-32 -REXO2 3 11.7738343696116 5.65347102999108 3.09145870144648 3.07762145235334 3.699308872646 5.32480445712336e-32 -CAPRIN1 3 11.728642820438 6.78854249552084 3.95538654814092 2.96822285257338 4.10657747394337 9.09045145782307e-32 -PSMB5 3 11.6186409676665 7.31857423379884 4.45345903667139 2.35537300672375 4.19221992232306 3.31365363142475e-31 -RHOJ 3 11.5171953001696 4.69850776064924 2.29043149098165 3.73683553785647 3.55451873379549 1.08071696558258e-30 -UNC93B1 3 11.5099285988219 2.79168439016758 1.04671143308388 3.51094757596499 2.5773498404183 1.17575707004139e-30 -ERCC1 3 11.3623463831402 5.47493671255689 3.0542591743301 2.98654795793986 3.62181461173672 6.43915699915287e-30 -SGCE 3 11.3468044323565 5.01170328660955 2.5991719253594 3.23172277192143 3.61457049144985 7.6922875659701e-30 -USP39 3 11.3268595675412 4.3625055225025 2.08892485901989 3.66053162381491 3.41238600194807 9.66066728540651e-30 -BCL2L1 3 11.2205141426474 4.20965371633121 2.12704295393215 3.14535717721496 3.15538714411116 3.23384832886619e-29 -PIN1 3 11.0956975185023 4.95030321521852 2.75938268364815 2.86128667560134 3.35682976364651 1.3162914629206e-28 -TSSC4 3 11.0926365883805 4.2703856452507 2.06759646953405 3.55092569704207 3.3759456756443 1.3621282250487e-28 -AZIN1 3 10.9761978062075 6.67899072071841 4.06629645335009 3.03922352520771 4.0466343917006 4.97421838091084e-28 -LGALS3BP 3 10.8136687370028 7.09850874407514 4.2714830406014 3.33591855900176 4.44440877726372 2.96567081210188e-27 -CANX 3 10.7887444527753 8.87510947263197 6.34971014052453 1.56612904255942 3.97938955618671 3.89068478140171e-27 -PFKL 3 10.7883247303108 6.26418192481216 3.70029562074114 3.38742381405879 4.04019245219207 3.90849203899073e-27 -PDCD2 3 10.7595804575158 3.82676091551794 1.83081378695977 3.40181369177959 3.15363187331074 5.34127774367244e-27 -TPD52L2 3 10.6867314067307 5.0213404203801 2.71007239656037 3.59694300699593 3.6767382866093 1.17437002230988e-26 -SIRPA 3 10.6092246832961 4.02661872071227 2.06653624791957 3.11826191638249 3.14085580775681 2.69980001020434e-26 -DHRS3 3 10.5795539863388 3.8143057448989 1.80583830467969 3.5884249221056 3.22741443763857 3.70718714152193e-26 -NCDN 3 10.5603796266896 3.51957468500411 1.76353260778002 2.96493485372417 2.82691459643261 4.54818696441913e-26 -SSFA2 3 10.5231948175699 5.22291108126424 2.96996899963071 3.16826343453794 3.63965079400452 6.75436933288101e-26 -FAM108A1 3 10.5020427945302 2.46721404493554 1.11754248677865 2.52454120327586 2.18479962823475 8.45307223579913e-26 -HS6ST1 3 10.4893161789157 3.23321321897764 1.546055223177 3.07844018874553 2.73442413618999 9.67258806643317e-26 -HNRNPK 3 10.4517941927413 8.60765592896812 6.19403267975474 1.66387332614774 3.92587015877797 1.43779090720105e-25 -GLRX5 3 10.4484297490363 4.28159002926748 2.2411195385968 3.10340242994589 3.31998859804292 1.48971222925435e-25 -EXD2 3 10.419341236143 2.9447277737423 1.24643824376979 3.51163803711623 2.77095052456587 2.02349873038732e-25 -SFXN5 3 10.405548360834 4.36298499031964 2.33959230772275 3.24046212825246 3.30576900923319 2.33905472498136e-25 -TXNDC15 3 10.3808482527079 3.4108564786316 1.60774746431197 3.32815174798019 2.95288438221503 3.03070261041793e-25 -LRWD1 3 10.3116542536786 3.57597129627904 1.6823783589701 3.59886707684727 3.12187552627144 6.24175469193138e-25 -PAMR1 3 10.3013754831156 2.91235152068071 1.20390398704153 3.71805175940134 2.81944566585081 6.94609063770716e-25 -RRBP1 3 10.3012066489613 4.11495123598116 2.21609071608672 3.13757658633095 3.13373498676054 6.95829384612295e-25 -ACER3 3 10.2080961404734 3.25620647434922 1.48582273051979 3.4944085504465 2.94835627847545 1.82408756677209e-24 -MAPKAP1 3 10.2036608470073 4.60425598067123 2.51907232084906 3.3772080859761 3.47412626778463 1.9093685340979e-24 -TOLLIP 3 10.1824177130833 4.51652552163505 2.43647993249996 3.33980633593711 3.47279578244997 2.37583854145944e-24 -FOXK1 3 10.149231197769 3.23555633291331 1.65579028429839 2.90428950858139 2.64616506223323 3.33984010460295e-24 -STARD7 3 10.1472060712545 6.85811444009259 4.33765949752012 3.04976866971378 4.22269543507408 3.40985652241e-24 -TMEM209 3 10.1441612186862 5.02401600859927 2.9539720741831 3.10119460552031 3.46913117010202 3.51787414937764e-24 -BACE1 3 10.1105471218654 4.07048859468154 2.13349024294865 3.4041140932712 3.25695602182539 4.96064662774559e-24 -WDR13 3 10.1059897141037 4.552370665394 2.43066365809118 3.65679678554375 3.56914226945789 5.19681552640626e-24 -UBLCP1 3 10.1042453884091 3.81762882326849 1.92473136211965 3.34967348764282 3.18478782829268 5.29012591010789e-24 -DMAP1 3 10.003244670406 4.28659927972937 2.25085069424206 3.47395462300934 3.45971680565753 1.47483920516806e-23 -ECI2 3 9.99270660412324 6.04594312992477 3.62514019639346 3.31161624437512 4.11844813880529 1.64040344558385e-23 -GTF3C5 3 9.95096855312521 3.75767767828576 1.84207418476104 3.62737446254103 3.27263497531954 2.49740611291576e-23 -ASPH 3 9.85823939003483 5.39484289876989 3.21715306636289 3.1061891203648 3.75538065046214 6.31469056195802e-23 -MEN1 3 9.84327682543244 3.06625853101792 1.37723127482654 3.52606226361862 2.91711976415645 7.3284239495431e-23 -CYBASC3 3 9.83905379725363 2.33150072718715 0.931379232673646 3.39949192431047 2.41918838434838 7.64262155807358e-23 -LSM4 3 9.8314336079665 7.11397502368523 4.72855935948786 2.60405046512593 4.12481539787806 8.24367825091404e-23 -AGFG2 3 9.77518343455819 3.02960604190698 1.42873176596891 3.227554036803 2.78413064823246 1.43896427833193e-22 -MAN1C1 3 9.68263616097788 3.01292749200477 1.36071421817363 3.52825783594117 2.90088020752924 3.57379911929983e-22 -RHOB 3 9.67322226064381 6.99569950029967 4.71101761989564 2.45742900444983 4.01524335084268 3.91842288265119e-22 -ZSCAN18 3 9.6607468991164 5.1952374517613 3.0032950375548 3.54533603385285 3.85723178628524 4.42624962227589e-22 -VPS26B 3 9.59145950245435 4.26740568776952 2.3070056852492 3.44761962450369 3.4746998684946 8.68476707651067e-22 -CXorf40B 3 9.5848419244851 2.86762620578282 1.35330036670706 3.12820397781252 2.68591137754192 9.25993324953326e-22 -TMEM205 3 9.56625898787816 6.97122334784192 4.75029115106727 2.45200159944739 3.94684859347231 1.10844049580689e-21 -TWSG1 3 9.53175968682581 3.92969932080023 2.12064370208655 3.32813002107398 3.22653318120379 1.54639415437671e-21 -NBN 3 9.45097048071995 3.84448027890391 2.02077162804716 3.36385742240311 3.28047212937674 3.35703573812242e-21 -LRRC14 3 9.43813711524609 4.19386067398989 2.20895745783206 3.8322995746977 3.57528242373749 3.79465576262693e-21 -SSBP4 3 9.39208163441269 3.81864161876697 2.15967749375609 2.82654833463123 3.00284168923191 5.88259588885441e-21 -OBFC2B 3 9.33022968759327 3.93301266057665 2.12682257421744 3.27612147444784 3.29100407417496 1.05641723952489e-20 -CTSL1 3 9.28935865178289 4.89140443552659 2.82943934831688 3.52285405085208 3.77357405821673 1.55220788471549e-20 -SLC20A2 3 9.26332311837746 4.47545312090983 2.48796733869936 3.73222955581674 3.64749342964535 1.9816657265773e-20 -RFK 3 9.2217325047575 3.51949033962156 1.80915586331594 3.42268408601093 3.15301350233651 2.92337983591574e-20 -UPF1 3 9.20673276500284 3.98386461216842 2.15645854201062 3.53128546338162 3.37432435495039 3.36202388225631e-20 -BET1L 3 9.16996621109423 3.27465865629571 1.66348416284919 3.35102022377074 2.98697882172327 4.73167328962973e-20 -HDAC1 3 9.1288183151836 2.6001100434355 1.17724516906698 3.3420729210116 2.64975911905622 6.92510312319245e-20 -EBAG9 3 9.02598988946113 2.60669505685677 1.24809961202986 2.97281192339157 2.55889586367354 1.78077999947891e-19 -GRIA1 3 8.99894553976449 2.43211806989349 1.08015076279439 3.25918731119827 2.55406453752588 2.27895922843587e-19 -PSME3 3 8.95879509095641 4.68784046277474 2.72168496623374 3.59115771270432 3.73100266483345 3.28245487855378e-19 -DTX3L 3 8.95723951234008 2.56093182676392 1.23739161329133 2.92797879560198 2.51200358450226 3.32908021029037e-19 -DHPS 3 8.94425710218402 4.41360290167984 2.52737307954509 3.60109273198071 3.58515249622822 3.74459935740134e-19 -ZNF226 3 8.91098291427843 3.12125095430692 1.59530462963001 3.14887894886632 2.91119265891447 5.0582111857667e-19 -SEL1L 3 8.8828506399484 2.83319292776499 1.42790632790713 3.01031548868171 2.68948945701165 6.51684368499267e-19 -EIF2B3 3 8.87516299536343 3.29632816320716 1.66570760837127 3.52842463730925 3.12344509109775 6.9831069801935e-19 -PIP4K2C 3 8.86102010483514 2.68592995656182 1.24975853377397 3.33259350116128 2.75536958226061 7.9285566067837e-19 -NFKBIL1 3 8.83172703170541 2.41337297896295 1.09353944733672 3.20935594272036 2.54056798568167 1.03071734707369e-18 -ATP6V1H 3 8.81683456814722 3.98876621041303 2.20490687241989 3.50043842123722 3.43957841485494 1.1774100612677e-18 -ARPP19 3 8.79973623420037 6.66765667299468 4.67949039350554 2.42157258040364 3.84096500035399 1.37138097712298e-18 -MRPS2 3 8.79761477757759 3.75306684461215 2.01266877483188 3.64258531780218 3.36310906997719 1.39754832217077e-18 -CTNNA1 3 8.78302812630144 6.70672106054626 4.55178708900864 3.13121342278664 4.17106535778326 1.59131361330393e-18 -CYB5R3 3 8.75165206996523 4.75751185322 2.90006731603596 3.21872849354979 3.60813777083011 2.10251778328089e-18 -C21orf62 3 8.7302336734224 4.41886082351418 2.52565523543267 3.83812956036561 3.68662709269664 2.54146986082041e-18 -ALKBH7 3 8.72115860816865 3.83962819043202 2.21604412612361 3.06900045256544 3.16488472273715 2.75369382345396e-18 -SEPN1 3 8.68559798893417 4.88587300862989 3.10002059468282 2.98774517242684 3.49545038252865 3.76755107882776e-18 -DENND5A 3 8.68070059688442 6.49255995559467 4.4529342666832 2.80710394353151 3.99441327808131 3.9333833190254e-18 -CTU2 3 8.54690378956234 2.21705208772369 1.01892502493334 2.91594509387499 2.38314991785302 1.26434502943381e-17 -AIG1 3 8.5215953546394 4.16797302516051 2.41228748606703 3.34747213653026 3.50254017038492 1.57370371353043e-17 -LYRM4 3 8.42431706785081 3.01975633282291 1.59138270479829 3.19385071504242 2.88246750453032 3.62860434724779e-17 -MRTO4 3 8.36396247723217 3.58608918392562 1.99139542267343 3.41563893853493 3.2413245622659 6.06462149756813e-17 -DCBLD1 3 8.35868468688612 1.14505194635255 0.402583561230413 2.35414728351447 1.51007084921532 6.34213697352729e-17 -CCDC106 3 8.34266988405843 1.89958599753443 0.926589742260221 2.32562153460784 1.98272923670122 7.26317151235165e-17 -WWOX 3 8.28212790864589 2.49677336878273 1.20810487153537 3.41267677569948 2.64518821609904 1.20993531116044e-16 -SORL1 3 8.27986954728607 4.18241277356311 2.44317703867792 3.52713765286586 3.57101978591624 1.23310289416858e-16 -PRPF40A 3 8.2681617599968 5.79064708492846 3.8694944525187 3.12608493173589 3.95011924712134 1.36040232936881e-16 -LANCL2 3 8.24613349301291 5.37646694216887 3.54424483208848 3.08219343360391 3.77733114352932 1.63601900723864e-16 -CEBPD 3 8.23119645638437 8.37980412677986 6.50292214243738 2.11951069311862 3.87642422790301 1.85352693150287e-16 -PCDHGB7 3 8.21077123428015 2.03535073153737 0.914411981790048 2.91599475767967 2.32089360183772 2.19772253088751e-16 -ANP32A 3 8.20863126449717 2.70182284176109 1.57592557437213 2.16013906944214 2.33176789569353 2.23724135869368e-16 -MRFAP1 3 8.20497002164256 7.4399193332343 5.484830942261 2.40817455590816 4.05085501173341 2.306484317654e-16 -TSR2 3 8.15326126869815 3.06950890036833 1.61477473598543 3.33622435034875 3.03325959336944 3.54239165770868e-16 -WDR5 3 8.15246354400408 2.77914172085673 1.44562329236664 3.14426621583682 2.78078528878054 3.56584463445047e-16 -MYD88 3 8.12215948752675 2.93845581296977 1.46018021465872 3.76444016641241 3.09414880336973 4.57960965540008e-16 -NDST1 3 8.11630339648624 4.10435573499007 2.36527968943384 3.9123301018335 3.64265131093934 4.80598300361387e-16 -RFT1 3 7.93894989719151 2.38017302977695 1.12794605917844 3.40093900735446 2.68149686264226 2.03900111199297e-15 -CCBL2 3 7.93838825390228 3.08540896765021 1.62603089962875 3.49066665418345 3.12530768867703 2.04825333793218e-15 -BBX 3 7.90260374971727 4.73275048136321 3.00220530860801 3.46850168538008 3.72280282589435 2.73136820127182e-15 -FLJ42709 3 7.89047240636269 3.94863242175654 2.36634964240071 3.25034502854098 3.40908945204334 3.01044776060821e-15 -TMEM178 3 7.89037290737606 2.1769674880674 1.02009072530707 3.16460576905117 2.49256716556762 3.01284901771806e-15 -U2AF1L4 3 7.86353955938131 2.94555635573906 1.61883975159428 3.05368327172551 2.86825255665534 3.73428342478191e-15 -VAMP5 3 7.85571977645305 3.7077293937169 2.21171903827709 3.14376084894202 3.23747122748596 3.97482848155122e-15 -CTBP2 3 7.85477752411027 2.81474937151196 1.50851257447525 3.0946811893828 2.82712704961956 4.00482374393341e-15 -RCC1 3 7.84435203624535 1.17935941316648 0.426190128796765 2.53762319775085 1.63227310828071 4.35194684876181e-15 -MTX2 3 7.7871532348475 3.00065674660408 1.59629945036287 3.32287473350166 3.06588736063503 6.8535813903091e-15 -MRPL19 3 7.78554183591484 4.21913648216165 2.671667170996 3.07552223851852 3.37901798336581 6.94150692209882e-15 -MTIF2 3 7.77930369097062 2.29682036901334 1.09936711156792 3.29182532206731 2.61682779857836 7.29248102573686e-15 -DDB1 3 7.76426543152073 4.80844377566092 3.10169340959255 3.29818304259304 3.73703298897897 8.21197606515803e-15 -EGLN1 3 7.74255393712857 3.4302554095053 1.94924235401141 3.38464657594686 3.25186081150705 9.7439415056087e-15 -ARFGAP2 3 7.73307728737839 3.60886752911742 2.06375334626351 3.68119603100976 3.39676521310253 1.049775196921e-14 -PPAP2A 3 7.70871800733362 3.28112657733655 1.83361996759995 3.43617767430972 3.19224119204061 1.27087877243902e-14 -FAM50B 3 7.69933152618321 1.49857707091458 0.602948506180613 2.74770522654203 1.9775716012489 1.36779876599544e-14 -FAM120A 3 7.69270982356584 3.40132925081551 1.98712910113643 3.20064141381782 3.12527925353255 1.44050969794288e-14 -OXTR 3 7.68912518104514 1.51509870773415 0.605444728373313 2.91813740709117 2.01120617232536 1.48144463163489e-14 -QDPR 3 7.68886275027586 4.22674620978541 2.53311053778265 3.67620893227231 3.74468408229745 1.48448603197112e-14 -ACADVL 3 7.65438495288924 6.71934295719112 4.82241635398307 3.08192742627843 4.21305887568626 1.94239615909517e-14 -PARN 3 7.65236843852475 3.6097794622281 2.06641851490559 3.62695639231811 3.42869564523311 1.97310936554621e-14 -SALL1 3 7.63372161536085 4.1561427472729 2.61517805582657 3.17181558075322 3.43173441801784 2.28072121899139e-14 -NTHL1 3 7.57987913079595 2.18956137798874 1.05066508134334 3.19467271510215 2.55434292251923 3.45877034805113e-14 -ERGIC2 3 7.55734956122071 4.06606376014473 2.49772025686894 3.43203065085761 3.52800327292172 4.11365367147813e-14 -RHBDD1 3 7.5184258824849 1.96886206950187 0.91199684777554 3.07035922825385 2.38973632400827 5.54396593379462e-14 -TMEM175 3 7.50774407771734 3.23041708741477 1.8527681831903 3.35342683056145 3.11951006996609 6.01549577196752e-14 -DFFA 3 7.50561738566164 3.6298671644554 2.11227083146088 3.5925394704053 3.4373768499807 6.11397546091363e-14 -LOC152217 3 7.42501336206198 4.75110101763654 3.09183367447957 3.1911219726602 3.79906240068932 1.12768530195454e-13 -NFASC 3 7.40307396538023 3.99868603089069 2.45688869796808 3.55177281800469 3.54056443388042 1.33067580512888e-13 -SMARCB1 3 7.37279064825178 3.45936561789514 2.09816239761137 3.06289077736878 3.13868958659895 1.67092778092878e-13 -CTDSP2 3 7.32768484161595 6.66066799146919 4.77079519547426 2.78307959451751 4.38453046518691 2.3416258264034e-13 -NEMF 3 7.29296647511686 4.0096242654028 2.50205701602806 3.31330125124143 3.51422673099679 3.03203560352955e-13 -DUS1L 3 7.27843562094033 2.12695454827251 1.05566875627624 3.07259635232671 2.50221487197165 3.37713324323471e-13 -MRPL35 3 7.26350659081131 2.10380294015314 1.05653697500154 2.9460565268692 2.4511390879506 3.77182050321239e-13 -COMMD1 3 7.25991953249749 3.59046271297689 2.18141679182915 3.1366576010904 3.29951905556855 3.87320667932951e-13 -CES2 3 7.24722796513417 2.3185875141123 1.21303923011514 3.11584923169533 2.59336170301921 4.2538767180655e-13 -ANXA11 3 7.22645715255843 1.6139912450706 0.708845869886559 2.78741791764995 2.12936546210391 4.95756943650512e-13 -TNPO1 3 7.20658265323382 3.74605167774965 2.32015836159588 3.48381884181726 3.36368223983295 5.73735040065977e-13 -VAC14 3 7.16916477842405 2.75558423146999 1.48529212079169 3.44873107196607 3.01225919843155 7.54566918846179e-13 -ATXN1L 3 7.15174857289505 2.1677807199893 1.1075112720984 2.91933859826038 2.52035263941842 8.56793962804319e-13 -TOR1AIP1 3 7.116006824446 3.96888761195735 2.4790042372344 3.37311226761188 3.55937068224202 1.11098796586319e-12 -MSH2 3 7.11364932560379 2.6185925234457 1.40382397903977 3.40033603371396 2.90307587073282 1.13014084843078e-12 -FSCN1 3 7.10246422621671 2.85827733491345 1.84101305654341 2.24898269549379 2.43490510524178 1.22551759707117e-12 -RAP2C 3 7.02855723351526 1.85511152272916 0.953806833308654 2.61585993264603 2.18003138442232 2.08680024875114e-12 -ZNF187 3 7.01236303403629 2.02350383981532 0.976971359236505 3.17045209868574 2.53714694399624 2.34326217442974e-12 -NOMO2 3 6.96257443723517 1.53752159661356 0.835984063393563 2.01996252147024 1.71292505134892 3.34109952937342e-12 -MARCH6 3 6.95267071023012 4.95901775203186 3.39678213303143 3.41699617651001 3.81990159715167 3.584346852727e-12 -CTCF 3 6.91621344946066 3.05133012619956 1.77633005596033 3.37739292248356 3.13400093332269 4.63875306976589e-12 -IDH3A 3 6.88937128144499 3.1316008293085 1.81366572260278 3.44758138299893 3.25215875199306 5.6039504469689e-12 -TGFB3 3 6.8613733589932 1.79397679637292 0.876542947131342 2.96471506723737 2.27311291015791 6.82016510152704e-12 -SLC31A1 3 6.81469103004345 2.1833312113482 1.11859900663016 3.20384613354899 2.65614341754297 9.44665705098731e-12 -NGDN 3 6.77104226433502 4.1664423404192 2.69837838625856 3.44757551600672 3.68592718590732 1.27857913084236e-11 -MFN2 3 6.76600344685283 2.66675712131628 1.50860509227109 3.32359805356408 2.90998438484533 1.32388391702514e-11 -RTN4IP1 3 6.74525106357412 1.05709821540754 0.413868311146667 2.35598441768025 1.62115824223903 1.52762639205537e-11 -C16orf53 3 6.73704213996078 3.37063857383406 2.11778726613736 3.19357866270919 3.16145909955292 1.61643312844509e-11 -BRP44L 3 6.73671342157466 5.51826765308161 4.03176024246203 2.86721652148726 3.75125257481356 1.62009264075404e-11 -SNRNP25 3 6.72950583790722 4.60082979120096 3.09501672309233 3.28657430961366 3.80404099421495 1.70240257012688e-11 -BRAT1 3 6.71385496933685 4.07242633001455 2.66455837422494 3.66618181519079 3.564899324041 1.89548713185279e-11 -C2orf74 3 6.71366686045289 2.48591024969939 1.3980056536451 2.93507015572203 2.75478890447395 1.8979335319852e-11 -DYNLT1 3 6.69825408236417 6.85482642761134 5.39398280598946 2.22076999898416 3.70765582078082 2.10924302151296e-11 -DDR1 3 6.69317648841605 7.85473997502605 6.21556192475264 2.6539039613662 4.1634289142328 2.18377495586147e-11 -TMEM33 3 6.68509251476147 3.55382964587222 2.32063000160288 3.01902890202002 3.13605210503346 2.30778804669809e-11 -LRRN2 3 6.6368808586174 1.63246920788918 0.747138954781898 3.07688113958112 2.26776779933372 3.20390403232687e-11 -PNP 3 6.60139759256499 2.89921859818638 1.65214816356034 3.5273977689192 3.21153303399696 4.07299577447902e-11 -SF3B1 3 6.544537541302 6.47093485951827 4.82226423476522 3.03575653591127 4.28264659234623 5.96797719895523e-11 -C1GALT1 3 6.5100112102729 3.16667586042314 1.91747070534442 3.39909460506579 3.26219060167843 7.51451969299928e-11 -TMEM51 3 6.46939018539716 1.49143120829836 0.707838477965436 2.71464577065968 2.05913278677496 9.83992099639227e-11 -RPS6 3 6.35026890084305 8.95763778375337 7.77324497980439 1.49242372557484 3.1707422903076 2.14938880929406e-10 -WIPI2 3 6.34081187087677 4.12484479967985 2.77645962622528 3.43679438214824 3.61515066179373 2.28557498357368e-10 -ABCB7 3 6.33687534671491 2.2768117096034 1.24846514698727 3.21831508482127 2.75880902100251 2.34471535935361e-10 -ZNF219 3 6.33174079710784 1.76022900616878 0.954155402946918 2.5943544914725 2.16425720719538 2.42410479503447e-10 -STK38L 3 6.31701683462526 2.61922369926594 1.54916496873415 3.16120482763229 2.87973736405291 2.66660544353769e-10 -VPS39 3 6.30283872526495 2.9713552109705 1.7747383793847 3.55702991564527 3.22757403844108 2.92242940237956e-10 -RPS18 3 6.26680901780598 9.47140170256445 8.64191423816786 1.0942850878949 2.25019765786645 3.6852166916666e-10 -PLEKHB1 3 6.25471705445402 5.13779120121886 3.58038823821959 3.93895951433984 4.23302301012143 3.9823724448168e-10 -CHCHD4 3 6.24021856008305 1.40872814754024 0.689267944743095 2.4197642423971 1.96003702743208 4.36959920096004e-10 -ATXN2L 3 6.23666814197112 4.13933238352364 2.88295314891711 3.18767408273397 3.42472272147529 4.46988831403534e-10 -NUP188 3 6.19917289749941 3.40212746281787 2.15872674729144 3.53091186788556 3.40984521002832 5.6760651457709e-10 -ATP5D 3 6.17474824461624 6.60499618471228 5.28754190788265 2.27843729772326 3.62721749224334 6.62689813815512e-10 -BLVRA 3 6.15574621284277 3.33032328927615 2.11013844100474 3.39148928003116 3.36978522750789 7.47248046448732e-10 -PREPL 3 6.12993430132614 3.53103574382919 2.3034822391873 3.45065825312734 3.40441042297872 8.79153693771053e-10 -USF2 3 6.12284967969147 2.51984155340279 1.54898452709758 2.69970159557533 2.69562193431826 9.19164034625206e-10 -MMGT1 3 6.12198425810328 2.67273475237864 1.60992509264632 3.07748086740669 2.95134911573059 9.24171562457799e-10 -COL4A5 3 6.1192367765052 2.37671625534426 1.37267382007762 3.05209285046812 2.78940844389389 9.40246061563971e-10 -PAAF1 3 6.11682901119371 2.77519457638479 1.65658384143258 3.37016222357914 3.10892283793887 9.54556927434481e-10 -TAOK2 3 6.11615398978074 1.66260424402438 0.902619221609706 2.47071204485519 2.1124377647499 9.58606981263459e-10 -C17orf89 3 6.09476406768052 3.96512675931895 2.81634254026721 2.69054473031991 3.20434200875776 1.0959897338439e-09 -PTPRG 3 6.07455510803061 2.45711267488643 1.44217283298735 3.09436568870769 2.84042368781202 1.24331933998343e-09 -TREX1 3 6.06866507785986 2.95349210750206 1.7919003470775 3.41478651203862 3.25400078707718 1.2897780000366e-09 -DNAJC4 3 6.05774274531442 2.57434434889418 1.56062738391994 2.9642012390536 2.84487500336036 1.38044930698708e-09 -NCK1 3 6.04998905903582 2.39003878611698 1.371666566707 3.12422176133743 2.86160216099051 1.44855671453232e-09 -BRD4 3 5.9908762798505 3.20521913485609 2.25816305098124 2.43213772818205 2.68746395631962 2.08713375887447e-09 -ZNFX1 3 5.98094022212708 3.72569936149564 2.47497474894194 3.54312051336108 3.55508128701579 2.21853286444062e-09 -FUZ 3 5.98082034735326 1.3631304644656 0.675738746288875 2.48847777632164 1.95389327902181 2.22016632757328e-09 -UTP14A 3 5.96407249116174 1.54866888248636 0.773570745614314 2.79082404371718 2.20938336775412 2.46027503905708e-09 -CCDC51 3 5.93856382844107 1.52682793129115 0.749408806610441 2.76840171157027 2.22551790330329 2.87529707617477e-09 -CELF1 3 5.90901678567306 3.78344098429726 2.57326386962552 3.39277397439717 3.4816973186445 3.44155637273955e-09 -LYAR 3 5.89492888443902 1.82419335440289 0.997857564916652 2.78010955022057 2.38306173701129 3.74842782547796e-09 -DIXDC1 3 5.81924209493192 2.15935962045562 1.24155314144865 3.00077368994035 2.68127892557822 5.91150603104505e-09 -DOK5 3 5.7862011958295 3.09260135779823 1.93767813177195 3.59416450764899 3.39325802944854 7.1995976337919e-09 -HUWE1 3 5.76027165989424 5.42974831476952 4.06633579393597 3.33913478266978 4.02384842840634 8.39786660740029e-09 -PRADC1 3 5.73984896703563 2.39843102710474 1.42011297473606 3.06726252282894 2.89758979425945 9.47610244109043e-09 -RRN3P1 3 5.73951874174584 1.37435039295167 0.716354730972548 2.3234738209367 1.94896864798724 9.49459760142179e-09 -SNAP23 3 5.72452279800596 3.30772469210796 2.17663950920904 3.3287342686146 3.35902568545825 1.0372487904433e-08 -TRIP11 3 5.69938542638786 2.96003426829953 1.88460827965755 3.26054281508733 3.20781859597649 1.20240102210594e-08 -TSEN2 3 5.68440984087879 1.7644551837969 0.952614294463798 3.00907073022144 2.4279673345498 1.31265148062467e-08 -POLD1 3 5.68035238164221 1.23264035637656 0.568706819637836 2.69570311519989 1.98704008879192 1.34417520072587e-08 -GPS1 3 5.6772679865638 4.09006744475932 2.82806453763639 3.64859856437451 3.77901191563964 1.36862971368493e-08 -PARP1 3 5.6309614277838 5.30856232656197 3.94194472482467 3.51771354994295 4.12592907809389 1.7920780684787e-08 -PECR 3 5.61575180034101 0.856838668982288 0.370811435072589 2.08320214272069 1.47132969753216 1.95709421723773e-08 -TMEM150A 3 5.61475894465175 1.68207787628716 0.903904423514669 2.86817633899227 2.35614815800651 1.96836455437991e-08 -IK 3 5.60742935723888 5.13376039185871 3.83728051825396 3.50168404839509 3.9306037944107 2.05353785991895e-08 -LONRF1 3 5.59890347510091 2.15036247234003 1.25717294238978 3.13308833590178 2.71205157419823 2.15711855806866e-08 -PRPF4 3 5.56883991577233 2.17551030879826 1.25506542213589 3.20462057076415 2.80989671533263 2.56440952911021e-08 -SGK223 3 5.54487107688994 0.952833017634322 0.437179495534188 2.13255713205944 1.58097075534843 2.9417083862633e-08 -LRRN3 3 5.53148342343148 4.38226059103098 3.09647311339545 3.84595345982143 3.95170828446835 3.17533875217925e-08 -RSF1 3 5.52917500529847 4.99428296416632 3.76901205165102 2.99270206209102 3.76729030873246 3.21740256631895e-08 -SENP6 3 5.52080278939795 2.9880663314856 1.97436291233216 3.07913583864403 3.12151896869607 3.37454349787897e-08 -GTF3C1 3 5.50812629017485 3.07234886080395 2.04165163818533 3.29398882793024 3.18115270774038 3.6267319258502e-08 -LRRCC1 3 5.45848432353939 2.83369475761936 1.81632641109665 3.30262956217259 3.16857108526568 4.80216254047888e-08 -SEMA5A 3 5.42358210226178 3.60273665416162 2.47047359261822 3.59416877219651 3.54910151185453 5.84163647781516e-08 -MXD1 3 5.41613588796796 2.06821562464519 1.23815749510056 2.89670608152853 2.60541108287398 6.09008233288011e-08 -TIMP3 3 5.41453393648101 3.72229301326588 2.54960837695085 3.612875353379 3.68194635077355 6.14485486774466e-08 -HS1BP3 3 5.40893707270141 1.20753683974853 0.588094411128256 2.50621271437484 1.94691199541488 6.33998996532515e-08 -C19orf60 3 5.39524422093623 3.87830651000031 2.78850006467824 3.20603356481163 3.43396263045739 6.84304108705829e-08 -FGF11 3 5.36746659416392 2.05852789447192 1.22594871172741 2.99521425990307 2.63702045497207 7.98502918152139e-08 -MZT2B 3 5.32728484321895 6.41106718081568 5.43793869989577 1.71661337885658 3.10542872354116 9.96917609027496e-08 -LDOC1L 3 5.32374096652532 2.81865247409996 1.81478856238595 3.38784892804363 3.20564352828687 1.01654637231832e-07 -MMP2 3 5.30124853500241 1.54425664837958 0.80257782749011 3.06511847903443 2.37845540522353 1.15013387255059e-07 -SMC6 3 5.28915963616467 2.13142452818462 1.29831536996012 2.93003928769829 2.67776545452431 1.22879612214131e-07 -FBXO3 3 5.28009252715358 2.27125755777219 1.36650036586939 3.21697241286733 2.91304914673812 1.29118665807091e-07 -ARMC5 3 5.27156505356785 1.62406598470418 0.918361290584963 2.64542279758031 2.2758348148346 1.35265326358369e-07 -CARD8 3 5.21126194341437 1.5017626864354 0.832436975699814 2.60297329884719 2.1834935090523 1.87560405859715e-07 -TMX4 3 5.19047168058985 3.26914760840431 2.20904356770605 3.4875081253361 3.47215388594025 2.09762025298776e-07 -PHLDA3 3 5.19040131240139 2.31199484320705 1.43044821160384 3.21529870564785 2.88736477018608 2.09841317913321e-07 -LOC286467 3 5.17218947116034 0.923044366042201 0.4233647053482 2.20591934139083 1.64238340042071 2.31366798677755e-07 -MEIS1 3 5.16743073225891 2.2311714459435 1.39236046377821 2.85981305145064 2.75960386762571 2.37333880093886e-07 -BTBD3 3 5.15069508150954 1.84958087340171 1.07230622812524 2.99809725673781 2.56546421671883 2.59522827583379e-07 -ECM2 3 5.13260402442404 1.53965450221603 0.868513578660932 2.61903944326106 2.2229682606452 2.8576069587333e-07 -CMTM6 3 5.11659312977415 3.75540174441429 2.64201520918745 3.45238292441176 3.69932410486321 3.11103710333528e-07 -ARX 3 5.1088909249657 0.775631835458287 0.353019433607072 1.83848942588371 1.40628358633916 3.24055350759512e-07 -PLCG1 3 5.09711468578804 2.94493510748169 2.02144970626766 3.14587625358235 3.08008661763304 3.44869415540846e-07 -ARL16 3 5.0943632622247 3.06212666644043 2.05892553706267 3.39126221066829 3.34776838255052 3.49915273355789e-07 -C3orf23 3 5.08975227508873 1.67450239784675 0.943088773830219 2.80526668302706 2.44300131844338 3.58531584858038e-07 -COX19 3 5.08246210483732 2.19528371972819 1.38364780467688 2.99821297452579 2.71484105443514 3.72573657339047e-07 -AGMO 3 5.07593175241111 1.39847165922552 0.736036212379138 2.68468100379287 2.21863106726791 3.85601690867925e-07 -PLEKHG3 3 5.00339024208568 1.06701438208007 0.512386382610167 2.52105810140951 1.88449380476037 5.63307443805919e-07 -IRF2 3 5.00042188594924 2.03878764788485 1.26092294456711 2.992035656107 2.64456787941165 5.72050013807587e-07 -NOTCH4 3 4.99914336413048 1.78393910857625 1.03250378193203 3.00806169721167 2.55536720995496 5.75855760730711e-07 -GPR37L1 3 4.98357107728725 4.54864247836715 3.3800754717875 4.11944440862567 3.98630261399991 6.24213690298647e-07 -BTBD2 3 4.95581034125788 2.11767291146091 1.33787045488903 2.85631407204748 2.67502116326842 7.20294517902599e-07 -TAF6L 3 4.88963700485552 1.80042990995676 1.08448977411488 2.77182855968594 2.48918623858825 1.01022092009054e-06 -SAMD9 3 4.85500845779491 1.18362541656224 0.617176799570363 2.54458188004334 1.98348002333372 1.20381605368114e-06 -VPS8 3 4.81711452842945 2.07711359294679 1.29336467133036 3.04904009897453 2.76596885243398 1.45649097371915e-06 -IPO13 3 4.80899441685438 2.7239338760239 1.810818439012 3.31329055213391 3.22796422573348 1.51691442628615e-06 -RPS20 3 4.80128224977934 6.99840677061628 6.14676208805082 1.65157146977263 3.0154942362466 1.57652875544293e-06 -CCDC84 3 4.7943144396806 1.81825053603101 1.12537535628973 2.71786614055853 2.45689044245034 1.63232074233498e-06 -SAMD8 3 4.74864454044863 2.65149493875649 1.79868729105419 3.04641991145965 3.05308380446235 2.04784505536783e-06 -NCAM1 3 4.7457025284671 5.06745941974224 3.95651315159743 3.43436264175086 3.97969549200274 2.07783890605659e-06 -ATXN7L2 3 4.73897864142802 1.4209853150537 0.823280915612409 2.53900923529224 2.14416894690013 2.1479814133328e-06 -ELP4 3 4.73344170899543 1.9991597170022 1.23114458089402 3.09897177134295 2.75835428689567 2.20744379103098e-06 -DCP1A 3 4.72665035588277 3.41110590719778 2.39172335003718 3.58800119031094 3.66640993804368 2.28253794759084e-06 -CHKA 3 4.7081360312831 3.48078017030112 2.47479482771986 3.50877675528683 3.63245256351454 2.49992256233938e-06 -ZNF559 3 4.70439987870594 1.90824500877343 1.15020455348902 3.04938722649219 2.73933694334105 2.54613776625519e-06 -GPT2 3 4.69650313661058 3.55749454199881 2.52375008647339 3.80413684826253 3.74193188215017 2.64653173233406e-06 -DIS3L 3 4.65327733034252 1.70755340012692 1.03417403452691 2.91995837216042 2.46013062988974 3.26700371548787e-06 -PPM1A 3 4.64851546822171 1.85166200161401 1.18066832125834 2.69615988262673 2.45392593313903 3.34332553233579e-06 -CDYL 3 4.64407550834197 1.91216322065995 1.21874162823553 2.76057022357056 2.53837270703711 3.41602620041757e-06 -SLC38A7 3 4.58912947794384 1.21602973779873 0.651691563521823 2.61340727389549 2.09057820592418 4.45098295187405e-06 -CHEK1 3 4.55005606017249 1.77592723318094 1.09603981908161 2.83928151029418 2.54025640477418 5.36316250623892e-06 -MBTPS2 3 4.54839125565135 1.85412674202082 1.14554924298665 2.88097990029584 2.64841989757772 5.40575641459701e-06 -IPO7 3 4.54634117620048 2.46709460819141 1.71665186911127 2.81783984367879 2.80616263099241 5.45865261178227e-06 -C19orf29 3 4.54618057216654 1.00206633034487 0.532397007112493 2.23099766657806 1.75631663195211 5.46281738530788e-06 -DNAJC17 3 4.54264707262301 1.62313393218303 0.978307347644039 2.60904507238313 2.41318844957258 5.55522133156584e-06 -GUCY1A2 3 4.51842889340479 1.81721574054458 1.12889657979652 2.80388248180528 2.58976112797367 6.23001885037479e-06 -MED6 3 4.49488200518078 2.2070422813777 1.43500408825595 3.07727070078488 2.91996597540948 6.96085352078023e-06 -ZDHHC15 3 4.46250674441405 1.85579853295796 1.17214074434731 2.85935136442236 2.60445693822036 8.10063780637254e-06 -SALL2 3 4.45651945701267 2.74371787533613 1.91731352527918 3.2252796618733 3.15249269180066 8.33010436925433e-06 -IWS1 3 4.41401329383804 3.23693620265844 2.31344834358469 3.41063008537115 3.55676240000791 1.01471723655209e-05 -SCG3 3 4.40904905885414 3.47150124728608 2.57846808822582 3.26433093365969 3.4433403721201 1.03825505946175e-05 -PIGG 3 4.39943726272155 2.11099835460251 1.3664515305415 3.12891472678498 2.87708165187625 1.08531947133467e-05 -SCAMP5 3 4.34959779746134 1.54978109554831 0.953418586449802 2.57398584787524 2.33087258617585 1.36387449195847e-05 -RPS15A 3 4.32833864558417 6.84917269598158 6.10233096347607 1.71250814410029 2.93335514225935 1.50238340071137e-05 -DDIT4L 3 4.27876004199078 1.21706189818504 0.6849008254465 2.62497338873722 2.11437722644773 1.87937335821405e-05 -NAP1L3 3 4.27205411375791 1.68699473978425 1.03864785623928 2.90578333368018 2.58004917316804 1.9368055853237e-05 -TEAD2 3 4.26222834349834 0.77661594324035 0.423615860647351 1.63898852337373 1.40797646387669 2.02398469692795e-05 -APITD1 3 4.25972757816993 1.02069411899443 0.578279254861118 2.10565299336905 1.76565230248613 2.04676209673386e-05 -LOC728875 3 4.2387760092062 0.945308524211979 0.605303987689072 1.43306773293196 1.36364569227322 2.24741753103761e-05 -ZNF772 3 4.21723634311575 0.822076183422247 0.434955270683052 1.98901779213988 1.56054391082076 2.47314725685455e-05 -SLC6A8 3 4.1949014621362 2.59761561020167 1.86738016197459 2.89959801529171 2.9593644226859 2.72990238605109e-05 -TAF9B 3 4.17109128074976 2.65054702431947 1.87109902297863 3.2551565958955 3.1768357000414 3.03144390905758e-05 -BRF1 3 4.16190316730331 1.23436581531278 0.74034110589444 2.3432110945376 2.01796672509916 3.15606186824639e-05 -TLE4 3 4.15224694922568 2.45027079252138 1.73288647249521 2.99338510706066 2.9371491864883 3.29226711479511e-05 -MID1IP1 3 4.14914995874819 0.934182196342297 0.604057613276142 1.35710363314296 1.35262071792631 3.33712155550356e-05 -PCYOX1L 3 4.03084764468473 0.796071089416051 0.40259020698957 2.12464810086093 1.659527885003 5.55760612251633e-05 -SPG11 3 4.01919589790063 2.80286629702473 2.04238640526762 3.2128845722969 3.21666520682275 5.83971020107893e-05 -EYA3 3 3.99226252079455 2.00511372713601 1.35977296568482 2.79340696357306 2.74806693326301 6.54458618096693e-05 -P2RY14 3 3.9919884249405 1.05043943992539 0.594813258292548 2.32817191511285 1.94033491903199 6.55215717114674e-05 -UBQLN4 3 3.93817602619252 1.17978568504814 0.732372544267949 2.10347503139936 1.93139415258446 8.21033550627189e-05 -PDXP 3 3.91020751366228 1.3655476396562 0.848131032301494 2.51512564846811 2.24956143929496 9.22168633435993e-05 -SLC23A2 3 3.90710778320422 2.3937038761062 1.68467521478781 3.27084489229435 3.08507481213311 9.34074932434623e-05 -CPSF6 3 3.90345573465796 3.49167353483414 2.65391974097395 3.46285019367731 3.64858480654028 9.4828900339239e-05 -CUEDC1 3 3.88721643162453 1.00266386702562 0.588476544530035 2.09729988714881 1.81140424349499 0.000101400336996876 -ARHGAP33 3 3.87305682259216 1.28376654182344 0.80092467036672 2.53066662772428 2.11937768209381 0.000107478756399313 -LOC100499183 3 3.84785951913825 1.74550611925517 1.13072821628388 3.05736633006168 2.71616620910001 0.000119154342737438 -MLYCD 3 3.82749903421791 0.877692445845366 0.477395890376412 2.19972796272065 1.77796850712156 0.000129451891903157 -CDK4 3 3.81728806908057 6.74041580898943 5.75264672452304 2.95733125933913 4.39903882789839 0.000134926600111993 -CANT1 3 3.7961512691434 1.48948988033095 1.00859596648283 2.20733369685872 2.15359022688097 0.000146959846148166 -LRIG3 3 3.79590720312756 0.721599645608923 0.372582215414645 2.01913268420522 1.5631074409039 0.000147104520262292 -UBAP2 3 3.79091355582318 1.95451239023177 1.35439049809188 2.8482617580463 2.69124285256706 0.000150094190971605 -PLEKHA5 3 3.75840728218239 2.53733088835132 1.8448891466254 3.1303426518763 3.13210779266176 0.000170998379993891 -TRAPPC9 3 3.75327076555941 1.17821306515549 0.719748948006064 2.38458180174455 2.07659954710795 0.000174542146327769 -ISYNA1 3 3.72314478763723 1.42024761387376 0.890316383634978 2.87663851647047 2.41972989238289 0.000196756611147296 -STX2 3 3.70312301503088 2.01116026263575 1.41308526331391 2.81378127833618 2.74564769283462 0.000212961551031669 -C22orf32 3 3.68246605812719 2.90005811966647 2.23408550046344 2.81834152681272 3.07450300771451 0.00023098862975629 -EXOC7 3 3.65920185106052 2.72416174099515 2.04189188680382 3.26311899950508 3.16976537071849 0.000253002005730091 -C2orf72 3 3.63896307631763 1.52486441698871 0.996993948264045 2.78122255275779 2.46607918970912 0.000273738040554739 -RBFA 3 3.61367958857732 1.51618744036585 1.0004027114715 2.68810945189061 2.42647676927307 0.0003018820871595 -ZNF211 3 3.59054638281577 1.45226053738406 0.93227373328323 2.67779541046955 2.46200585861131 0.000329985499596229 -ZNF544 3 3.5843611845786 1.48751937035843 0.978607334849696 2.75215443536097 2.41372760330092 0.000337904219611975 -LOC100306951 3 3.57853809955773 1.09693118278125 0.703754627392452 1.98616002141961 1.86783826834661 0.000345521505015459 -SEC24A 3 3.57830902402586 1.57746224463592 1.06799751432255 2.55531406465761 2.42043587242816 0.000345824421803541 -TP53BP1 3 3.56323095516942 2.80892196806291 2.1105997390144 3.32236506771302 3.3317253636435 0.000366318118637275 -ZNF600 3 3.56185910622549 0.684274008043879 0.368118728296182 1.92146234075291 1.50897138186057 0.000368237994865205 -TDRD7 3 3.56184971562249 0.706457318055333 0.375367845357064 2.06156055884347 1.58025466698857 0.000368251169192217 -RYK 3 3.54526505430808 1.57992930703676 1.06171807888193 2.60206595773066 2.48493715467498 0.00039221846885702 -MTX3 3 3.50991325453413 1.08241442224712 0.680642147436548 2.12286016338948 1.94599124292064 0.000448252904036821 -TP53BP2 3 3.50797804933137 3.7163034101999 2.94264052950183 3.56171624523264 3.74931728629966 0.0004515263042535 -NBPF10 3 3.47523820880627 2.986467858709 2.44929538253142 2.32092624729501 2.62776470094296 0.00051039990097817 -EFR3A 3 3.45460285563047 1.29786931731093 0.83931863074403 2.52933074165556 2.2565581070256 0.00055110395979375 -ATP6V0C 3 3.4368194272963 4.319687112918 3.86757641424506 1.25687046138231 2.23637881955919 0.000588587862867017 -RAB15 3 3.41801279641871 1.07622855617064 0.661162830316728 2.42616637915162 2.06443155866395 0.000630801410868362 -RCHY1 3 3.39293411018357 2.02038450807102 1.41771757685026 3.11556479429864 3.01966828068613 0.000691482689295335 -WASH3P 3 3.3449209908049 1.84987959065751 1.48088514896608 1.48899353702521 1.87538855462554 0.000823060131742508 -RHBDL1 3 3.30606222920654 0.59435354664061 0.316821691808842 1.79478924756233 1.42711547393988 0.000946170717256849 -NIM1 3 3.30545657893331 1.96770850790562 1.39557446838448 3.19864117054961 2.94254851175776 0.000948217949781047 -BOLA3-AS1 3 3.29610548977335 0.939518522592254 0.564432464698574 2.28268031523321 1.93458189842836 0.000980351963427155 -TNS3 3 3.24315007472933 1.53196258239138 1.04114285869423 2.85033697109067 2.57283693443468 0.00118215924709582 -SUSD4 3 3.21893107147109 1.14172786906239 0.730116417205968 2.51902805440853 2.17386751641608 0.00128669410707673 -C15orf40 3 3.14782961002956 1.78758181355892 1.28799010778606 2.73805340790306 2.69812026727689 0.00164487543384402 -PPP1R26 3 3.10528440962038 0.85914831811657 0.520444320262239 2.25316894864077 1.85428395662307 0.00190096142733321 -RNF44 3 3.10333120094061 1.24468956586498 0.86112241651899 2.29448757011577 2.10121541342855 0.00191355359895905 -SMAD5 3 3.08980919798985 3.53125603423505 2.93258924523917 2.86925400121735 3.29390299818345 0.0020028511501469 -LOC81691 3 3.08225125373094 0.782375627695244 0.469882025608552 2.04389209672588 1.72357582133597 0.00205441352131548 -MDGA1 3 3.06138593586095 0.628683620285562 0.359470309447907 1.8090249516486 1.49498125507126 0.00220314916962427 -ZEB1 3 3.0539059083013 3.47397848133044 2.81005512567054 3.43977300442461 3.69589475184142 0.002258829145044 -PDGFD 3 3.02847233257937 0.637738815076343 0.349302354832403 1.91433338476347 1.61913793339792 0.00245793582963908 -LMF1 3 3.01595121033425 2.24217293433021 1.70387466793869 3.10574231006696 3.03428220722493 0.00256174476616422 -KCNN2 3 3.01188672192625 0.837357414621823 0.517939163757791 2.09437286621953 1.8029280441539 0.00259629462987888 -NSUN5P1 3 2.99215116529165 2.03525464045453 1.55711459482343 2.6911892928758 2.71661997037286 0.00277019055572273 -IFIH1 3 2.9888565026944 0.87873958675448 0.544017857768751 2.24511924315653 1.90386496621516 0.00280023610960219 -F8 3 2.98175035241511 0.763436317604559 0.45450955360202 2.00698137718279 1.76133334387751 0.00286605605684187 -PLA2G4C 3 2.95855970862117 1.27645975644652 0.867239574294197 2.66963883341352 2.35144056895433 0.00309080357958708 -ZNF692 3 2.95285617708375 1.77777226344358 1.2919283640973 2.9117861691782 2.79712426030006 0.00314848616073439 -CRTC2 3 2.94265727097097 1.37627317135368 0.993426452446323 2.21911964319145 2.21178316035361 0.0032540845238587 -NAIF1 3 2.93691175865857 0.483515386967396 0.261360429304809 1.60904390587957 1.2859450536684 0.00331498414927418 -HIATL2 3 2.85851473852224 1.4891195296155 1.08652918217594 2.42730783591386 2.39430913807385 0.00425629335867245 -COG1 3 2.8465431381211 1.49863616535647 1.05391938056253 2.77281623322247 2.65596930936771 0.00441967406259355 -INVS 3 2.81464201777486 1.01229836035984 0.667892942896287 2.38735778553264 2.0801952887827 0.00488315960598279 -GCAT 3 2.81232409053179 0.969702182641018 0.627391378737235 2.36946751519224 2.06924798141462 0.0049184918290788 -EGFR 3 2.78058338555937 8.39460158204196 7.71710142584918 3.17694650176996 4.14219726022139 0.00542613224900927 -NEDD4 3 2.77668962066377 0.772886357144745 0.493964387877776 2.00548819256047 1.70770435816441 0.00549155920161329 -ZDHHC8 3 2.74567349492216 1.01100010543135 0.708299835272695 1.98732298259298 1.87422280568014 0.00603868287585738 -DNASE1 3 2.70559856028135 0.523916229608503 0.306870958958617 1.64201098571102 1.36377984821377 0.00681814122609724 -KIF2A 3 2.6463606255485 2.53467871766827 2.05498257380701 3.00759970436805 3.081587487209 0.00813630258248117 -ZBTB41 3 2.57867602839635 1.33712450721546 0.983769839671932 2.3709669949579 2.32954631975061 0.00991797538899024 -DCXR 3 2.54761690045454 3.61446727666374 3.05188462552362 3.44140911577688 3.75413179269388 0.0108461506916675 -PURA 3 2.53034996148512 2.01173613183149 1.5923873229177 2.73945441941402 2.81742344350185 0.0113948808379534 -ZNF318 3 2.52788130909517 1.41806431767562 1.04739691705104 2.68601833240926 2.49278610123783 0.0114753138555842 -SPIN3 3 2.52127351041374 0.826032769331802 0.539784681986102 2.19129920944963 1.93010054512115 0.0116930924061049 -ZFP3 3 2.50996027529352 0.944483554475497 0.639565939142642 2.30640666404979 2.06525160076458 0.0120744743900702 -UBC 3 2.47749838299675 10.2104673012134 9.89779819432538 1.1769177759777 2.14550185456567 0.0132307008319063 -ZNF324 3 2.45587054656597 1.07486125464565 0.747820027234708 2.54600566666199 2.2638848559232 0.0140543775366523 -RPS29 3 2.44917864597179 4.44364523806832 4.10483867741957 1.72217422210877 2.35173643708298 0.0143182412584298 -BEND6 3 2.42375389073421 1.03276553487288 0.752440082164136 2.15682007582587 1.96621639827434 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0.724362321144492 0.509243236341225 1.99708110508895 1.83751732036673 0.0465648316478792 -HTT 3 1.97251474332772 2.02575312872827 1.66910845650959 2.94451447212473 3.0737800216287 0.0485508749431717 -APBB2 3 1.9698610893451 1.87136187924366 1.52250967335125 2.91641413464314 3.01067012234566 0.0488542929526014 -ZCCHC10 3 1.96146943257803 1.76888948573471 1.45564531061548 2.54082931423614 2.71493077358942 0.0498242873934793 -RUFY3 3 -1.96556424613337 2.91599964696109 3.33656991956503 3.0368084988776 3.63754713141573 0.049348967556493 -DAAM2 3 -2.08383214167104 0.525977748461017 0.824225925551688 1.84000134978044 2.43316951363754 0.0371754385745041 -STOX2 3 -2.41400357335001 0.30173023636278 0.575761068032365 1.32073203594924 1.92982896728664 0.0157783076180194 -ATCAY 3 -3.05261662545276 0.265572228014968 0.65850184432408 1.40689219170703 2.18826442404855 0.00226855558993392 -LOC375010 3 -3.56957664125158 0.105820150672655 0.401806902977271 0.670055528133466 1.40965508832916 0.000357558601448744 -BCAN 3 -4.24738714298154 5.51650656602858 6.77485459849344 4.85131015504388 5.03658568935348 2.16278049005184e-05 -TUSC3 3 -5.12874214201938 0.0324499543953149 0.820349274023337 0.486749315929723 2.61166315266037 2.91684545621196e-07 -TM4SF1 3 -5.13006974665495 0.557906287691052 1.64679530949995 2.04251649806878 3.60842472917828 2.89634843069756e-07
--- a/test-data/hcpc.clusters.tab Sun May 21 16:26:23 2023 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1034 +0,0 @@ -Cell Cluster -1001000173.G8 1 -1001000173.B4 3 -1001000173.A2 2 -1001000173.E2 1 -1001000173.F6 2 -1001000173.B12 3 -1001000173.H1 2 -1001000173.E4 1 -1001000173.C2 3 -1001000173.F4 3 -1001000173.E10 3 -1001000173.E6 2 -1001000173.C4 1 -1001000173.B10 2 -1001000173.A7 1 -1001000173.B8 3 -1001000173.F9 3 -1001000173.G6 1 -1001000173.A9 2 -1001000173.D2 3 -1001000173.F2 2 -1001000173.H9 3 -1001000173.G1 2 -1001000173.B3 3 -1001000173.D7 3 -1001000173.A12 2 -1001000173.C1 3 -1001000173.H7 2 -1001000173.H5 2 -1001000173.G2 3 -1001000173.A3 3 -1001000173.D3 3 -1001000173.E1 3 -1001000173.G12 3 -1001000173.C10 2 -1001000173.C3 1 -1001000173.A5 3 -1001000173.G4 3 -1001000173.B11 3 -1001000173.G9 2 -1001000173.F1 2 -1001000173.D8 3 -1001000173.E12 3 -1001000173.F11 3 -1001000173.E5 3 -1001000173.G10 2 -1001000173.B9 3 -1001000173.C7 1 -1001000173.B2 2 -1001000173.H4 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/hcpc.component-impact.2.tsv Wed Nov 29 17:28:18 2023 +0000 @@ -0,0 +1,429 @@ +genes cluster_id v.test Mean in category Overall mean sd in category Overall sd p.value +CTDSP2 1 -12.0828134389787 2.05455058986951 4.62120859357475 3.63591534971716 4.39085464310714 1.30187597520576e-33 +NCAM1 1 -10.9588835586652 1.75298722869608 3.86698653300801 3.24775289565133 3.98738024771835 6.02378876732498e-28 +DDR1 1 -10.4814084351484 4.14310003418028 6.24240997502814 4.42973530082209 4.14005435602857 1.05165741862945e-25 +CANX 1 -10.0520619789775 4.43890994188326 6.37600309525249 4.37279966277928 3.98331336992973 8.99649519007849e-24 +BCL2L1 1 -9.46198917788885 0.73423754983977 2.18477705310442 2.17757306018255 3.16881028683761 3.02139845068617e-21 +ASPH 1 -9.29954389054725 1.55804982625299 3.26603681417961 3.27574622698069 3.79640061292054 1.41049446667749e-20 +PCNP 1 -9.24755640345523 2.68627359861065 4.33224184786779 3.60435471200521 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/hcpc.component-impact.3.tsv Wed Nov 29 17:28:18 2023 +0000 @@ -0,0 +1,434 @@ +genes cluster_id v.test Mean in category Overall mean sd in category Overall sd p.value +CTDSP2 1 -12.093373456719 2.29850774094955 4.62120859357475 3.75919886296425 4.39085464310714 1.14487307546154e-33 +CANX 1 -9.95145688051727 4.64208773432764 6.37600309525249 4.38216632533293 3.98331336992973 2.48517992404483e-23 +PCNP 1 -9.90003643941812 2.73901675520869 4.33224184786779 3.58729559600158 3.67911692381754 4.16123397508899e-23 +PIGT 1 -9.74292362808025 1.41799710223215 3.16026055757879 3.24715300733644 4.08815896281422 1.97780646049702e-22 +NCAM1 1 -9.73649538816565 2.16879343993294 3.86698653300801 3.49157731743582 3.98738024771835 2.10695618866306e-22 +ASPH 1 -9.3675424688122 1.71044925913486 3.26603681417961 3.35000435329052 3.79640061292054 7.42409450020962e-21 +BCL2L1 1 -9.30072473251084 0.895608257637673 2.18477705310442 2.40137774597495 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/hcpc.component-impact.4.tsv Wed Nov 29 17:28:18 2023 +0000 @@ -0,0 +1,437 @@ +genes cluster_id v.test Mean in category Overall mean sd in category Overall sd p.value +CTDSP2 1 -12.0788364369651 2.08632905778685 4.62120859357475 3.64097290395813 4.39085464310714 1.36639595362321e-33 +NCAM1 1 -11.0297985274205 1.7649590135732 3.86698653300801 3.25670011045293 3.98738024771835 2.74479249665639e-28 +DDR1 1 -10.4222907156291 4.18010736757203 6.24240997502814 4.41371355822611 4.14005435602857 1.96170506362179e-25 +CANX 1 -10.3252205919422 4.41025901026795 6.37600309525249 4.36715835819301 3.98331336992973 5.41940903722616e-25 +PCNP 1 -9.25926473732677 2.70405869673693 4.33224184786779 3.57343018662566 3.67911692381754 2.05844772458054e-20 +ASPH 1 -9.22428186036782 1.59229770371506 3.26603681417961 3.28177509192426 3.79640061292054 2.85467338103893e-20 +BCL2L1 1 -9.00204825564815 0.821385055566123 2.18477705310442 2.27464013342933 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/hcpc.extval.1.txt Wed Nov 29 17:28:18 2023 +0000 @@ -0,0 +1,20 @@ +Relationship between input factor and its levels and the HCPC clusters +---------------------------------------- +purity : 0.5171 +entropy : 0.3857 +normalized mutual information : 0.282 +variation of information : 2.4991 +normalized var. of information : 0.8359 +---------------------------------------- +specificity : 0.6496 +sensitivity : 0.6102 +precision : 0.3547 +recall : 0.6102 +F-measure : 0.4487 +---------------------------------------- +accuracy OR rand-index : 0.6401 +adjusted-rand-index : 0.2084 +jaccard-index : 0.2892 +fowlkes-mallows-index : 0.4653 +mirkin-metric : 88712 +----------------------------------------
--- a/test-data/hcpc.factor.extval.txt Sun May 21 16:26:23 2023 +0000 +++ b/test-data/hcpc.factor.extval.txt Wed Nov 29 17:28:18 2023 +0000 @@ -1,20 +1,20 @@ - +Relationship between input factor and its levels and the HCPC clusters ---------------------------------------- -purity : 0.515 -entropy : 0.459 -normalized mutual information : 0.2573 -variation of information : 2.7326 -normalized var. of information : 0.8523 +purity : 0.5111 +entropy : 0.4659 +normalized mutual information : 0.247 +variation of information : 2.7285 +normalized var. of information : 0.8591 ---------------------------------------- -specificity : 0.709 -sensitivity : 0.5529 -precision : 0.368 -recall : 0.5529 -F-measure : 0.4419 +specificity : 0.6981 +sensitivity : 0.5383 +precision : 0.3602 +recall : 0.5383 +F-measure : 0.4316 ---------------------------------------- -accuracy OR rand-index : 0.6724 -adjusted-rand-index : 0.2231 -jaccard-index : 0.2836 -fowlkes-mallows-index : 0.4511 -mirkin-metric : 349208 +accuracy OR rand-index : 0.6597 +adjusted-rand-index : 0.2022 +jaccard-index : 0.2752 +fowlkes-mallows-index : 0.4403 +mirkin-metric : 83880 ----------------------------------------
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/hcpc.factor.extval2.txt Wed Nov 29 17:28:18 2023 +0000 @@ -0,0 +1,20 @@ +Relationship between input factor and its levels and the HCPC clusters +---------------------------------------- +purity : 0.5171 +entropy : 0.3857 +normalized mutual information : 0.282 +variation of information : 2.4991 +normalized var. of information : 0.8359 +---------------------------------------- +specificity : 0.6496 +sensitivity : 0.6102 +precision : 0.3547 +recall : 0.6102 +F-measure : 0.4487 +---------------------------------------- +accuracy OR rand-index : 0.6401 +adjusted-rand-index : 0.2084 +jaccard-index : 0.2892 +fowlkes-mallows-index : 0.4653 +mirkin-metric : 88712 +----------------------------------------
--- a/test-data/pca.coord.tab Sun May 21 16:26:23 2023 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1034 +0,0 @@ -Cells DIM1 DIM2 DIM3 DIM4 DIM5 -1001000173.G8 -5.316937 -3.461947 1.74316 -3.833343 -0.425689 -1001000173.B4 10.036115 -6.400138 1.82043 -2.107844 0.6137 -1001000173.A2 3.792463 2.139247 -1.765409 3.948787 -0.308619 -1001000173.E2 -4.328847 0.402849 -3.440651 -0.937068 -0.939748 -1001000173.F6 -1.576519 0.365063 -3.339299 -0.11485 -1.116028 -1001000173.B12 9.700739 -6.030068 5.281793 0.167775 0.560983 -1001000173.H1 5.897924 0.770987 -3.404047 -0.578944 1.163748 -1001000173.E4 -1.987141 -3.915954 2.61563 -1.015267 0.581309 -1001000173.C2 9.749368 1.660343 -3.61738 1.692128 3.299156 -1001000173.F4 6.543807 -2.395587 -2.735262 1.466423 0.775632 -1001000173.E10 8.134481 1.301413 -5.328038 0.140129 4.725089 -1001000173.E6 0.99032 1.625464 -5.460445 1.86677 -1.07182 -1001000173.C4 -3.881166 -1.831412 -0.385053 -3.014816 -0.172986 -1001000173.B10 -2.236209 -0.009111 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