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Summary
Analysis summary
Summary:
The raw bam files, one for each RNA-Seq sample, were summarized to read counts table, using the Bioconductor package GenomicRanges. In the final read counts table, each row represented each column one RNA-Seq sample and each cell, the corresponding read counts associated with each row and column.The gene counts table was normalized for inherent systematic or experimental biases (e.g. sequencing depth, gene length, GC content bias etc.) using the Bioconductor package DESeq after removing genes that had zero counts over all the RNA-Seq samples (23586 genes). The output of the normalization algorithm was a table with normalized counts, which can be used for differential expression analysis with statistical algorithms developed specifically for count data. Prior to the statistical testing procedure, the gene read counts were filtered for possible artifacts that could affect the subsequent statistical testing procedures. Genes presenting any of the following were excluded from further analysis: i) genes with length less than 500 (6008 genes), ii) genes whose average reads per 100 bp was less than the 25th quantile of the total normalized distribution of average reads per 100bp (0 genes with cutoff value 0 average reads per 100 bp), iii) genes with read counts below the median read counts of the total normalized count distribution (13309 genes with cutoff value 3 normalized read counts). The total number of genes excluded due to the application of gene filters was 6149. The total (unified) number of genes excluded due to the application of all filters was 39127. The resulting gene counts table was subjected to differential expression analysis for the contrasts group1 versus group2 using the Bioconductor package DESeq. The final numbers of differentially expressed genes were (per contrast): for the contrast group1 versus group2, 1552 (408) statistically significant genes were found with a p-value (FDR or adjusted p-value) threshold of 0.05 and of these, 799 (254) were up-regulated, 628 (154) were down-regulated and 125 (0) were not differentially expressed according to an absolute fold change cutoff value of 1 in log2 scale. Literature references for all the algorithms used can be found at the end of this report.
Read counts file: imported sam/bam/bed files
Conditions: group1, group2
Samples included: PH3R-neg1, PH3R-neg2, PH3R-neg3, PH3R-Ig3-1, PH3R-Ig3-2, PH3R-Ig3-3
Samples excluded:
none
Requested contrasts: group1_vs_group2
Library sizes:
- PH3R-neg1: 7422636
- PH3R-neg2: 2645499
- PH3R-neg3: 6232823
- PH3R-Ig3-1: 4601367
- PH3R-Ig3-2: 7270278
- PH3R-Ig3-3: 5740449
Annotation: download
Organism: human ( Homo sapiens), genome version alias hg19
Annotation source: Ensembl genomes
Count type: utr
Exon filters:
none applied
Gene filters:
length, avg.reads, expression, biotype - avg.reads
- average.per.bp: 100
- quantile: 0.25
- expression
- median: TRUE
- mean: FALSE
- quantile: NA
- known: NA
- custom: NA
- biotype
- pseudogene: FALSE
- snRNA: FALSE
- protein_coding: FALSE
- antisense: FALSE
- miRNA: FALSE
- snoRNA: FALSE
- lincRNA: FALSE
- processed_transcript: FALSE
- misc_RNA: FALSE
- rRNA: TRUE
- sense_intronic: FALSE
- sense_overlapping: FALSE
- polymorphic_pseudogene: FALSE
- IG_C_gene: FALSE
- IG_J_gene: FALSE
- IG_D_gene: FALSE
- IG_LV_gene: FALSE
- IG_V_gene: FALSE
- IG_V_pseudogene: TRUE
- TR_V_gene: FALSE
- TR_V_pseudogene: TRUE
- three_prime_overlapping_ncrna: FALSE
Filter application: after normalization
Normalization algorithm: DESeq
Normalization arguments:
locfunc - [[list(locfunc = function (x, na.rm = FALSE)
standardGeneric("median"))locfunc
Statistical algorithm(s): DESeq
Statistical arguments for DESeq: method, sharingMode, fitType - method: blind
- sharingMode: fit-only
- fitType: local
Meta-analysis method: no meta-analysis, reported p-values from the first supplied statistical algorithm
Multiple testing correction: Benjamini-Hochberg FDR
p-value threshold: 0.05
Logarithmic tranformation offset: 1
Analysis preset: not available
Quality control plots: multidimensional scaling, biotype detection, biotype counts, sample and biotype saturation, filtered biotypes, correlation heatmap and correlogram, pairwise scatterplots between samples, boxplots, GC-content bias, transcript length bias, mean-difference plot, mean-variance plot, DEG biotype detection, volcano plot, DEG heatmap
Figure format: png
Output directory: /data/images/proton/PHlab/run324/metaseqr_quantseq_ms_run324
Output data: Annotation, p-value, Adjusted p-value (FDR), Fold change, Read counts
Output scale(s): Natural scale, log2 scale, Reads per Gene Model
Output values: Normalized values
Output statistics: Mean, Median, Standard deviation, Median Absolute Deviation (MAD), Coefficient of Variation, Robust Coefficient of Variation
Total run time: 17 minutes 06 seconds
Filtered genes
Number of filtered genes: 39127 which is the union of
- Filtered because of zero reads: 23586
-
Filtered because of exon filters: 0
-
Filtered because of gene filters: 15541
which is the union of
- length: 6008 genes with filter cutoff value 500
- avg.reads: 0 genes with filter cutoff value 0
- expression: 13309 genes further decomposed to (filter name, filtered genes, filter cutoff):
- median: 13309 genes with filter cutoff value 3
- biotype: 140 genes with filter cutoff value rRNA, IG_V_pseudogene, TR_V_pseudogene
Differentially expressed genes
Number of differentially expressed genes per contrast:
- group1_vs_group2: 1552 (408) statistically significant genes of which 799 (254) up regulated, 628 (154) down regulated and 125 (0) not differentially expressed according to a p-value (FDR or adjusted p-value) threshold of 0.05 and an absolute fold change cutoff value of 1 in log2 scale.
Run log[ 2016-12-22 16:23:32 ] INFO 2016-12-22 16:23:32: Data processing started... [ 2016-12-22 16:23:32 ] INFO Read counts file: imported sam/bam/bed files [ 2016-12-22 16:23:32 ] INFO Conditions: group1, group2 [ 2016-12-22 16:23:32 ] INFO Samples to include: PH3R-neg1, PH3R-neg2, PH3R-neg3, PH3R-Ig3-1, PH3R-Ig3-2, PH3R-Ig3-3 [ 2016-12-22 16:23:32 ] INFO Samples to exclude: none [ 2016-12-22 16:23:32 ] INFO Requested contrasts: group1_vs_group2 [ 2016-12-22 16:23:32 ] INFO Annotation: download [ 2016-12-22 16:23:32 ] INFO Organism: hg19 [ 2016-12-22 16:23:32 ] INFO Reference source: ensembl [ 2016-12-22 16:23:32 ] INFO Count type: utr [ 2016-12-22 16:23:32 ] INFO Exon filters: none applied [ 2016-12-22 16:23:32 ] INFO Gene filters: length, avg.reads, expression, biotype [ 2016-12-22 16:23:32 ] INFO length: [ 2016-12-22 16:23:32 ] INFO length: 500 [ 2016-12-22 16:23:32 ] INFO avg.reads: [ 2016-12-22 16:23:32 ] INFO average.per.bp: 100 [ 2016-12-22 16:23:32 ] INFO quantile: 0.25 [ 2016-12-22 16:23:32 ] INFO expression: [ 2016-12-22 16:23:32 ] INFO median: TRUE [ 2016-12-22 16:23:32 ] INFO mean: FALSE [ 2016-12-22 16:23:32 ] INFO quantile: NA [ 2016-12-22 16:23:32 ] INFO known: NA [ 2016-12-22 16:23:32 ] INFO custom: NA [ 2016-12-22 16:23:32 ] INFO biotype: [ 2016-12-22 16:23:32 ] INFO pseudogene: FALSE [ 2016-12-22 16:23:32 ] INFO snRNA: FALSE [ 2016-12-22 16:23:32 ] INFO protein_coding: FALSE [ 2016-12-22 16:23:32 ] INFO antisense: FALSE [ 2016-12-22 16:23:32 ] INFO miRNA: FALSE [ 2016-12-22 16:23:32 ] INFO snoRNA: FALSE [ 2016-12-22 16:23:32 ] INFO lincRNA: FALSE [ 2016-12-22 16:23:32 ] INFO processed_transcript: FALSE [ 2016-12-22 16:23:32 ] INFO misc_RNA: FALSE [ 2016-12-22 16:23:32 ] INFO rRNA: TRUE [ 2016-12-22 16:23:32 ] INFO sense_intronic: FALSE [ 2016-12-22 16:23:32 ] INFO sense_overlapping: FALSE [ 2016-12-22 16:23:32 ] INFO polymorphic_pseudogene: FALSE [ 2016-12-22 16:23:32 ] INFO IG_C_gene: FALSE [ 2016-12-22 16:23:32 ] INFO IG_J_gene: FALSE [ 2016-12-22 16:23:32 ] INFO IG_D_gene: FALSE [ 2016-12-22 16:23:32 ] INFO IG_LV_gene: FALSE [ 2016-12-22 16:23:32 ] INFO IG_V_gene: FALSE [ 2016-12-22 16:23:32 ] INFO IG_V_pseudogene: TRUE [ 2016-12-22 16:23:32 ] INFO TR_V_gene: FALSE [ 2016-12-22 16:23:32 ] INFO TR_V_pseudogene: TRUE [ 2016-12-22 16:23:32 ] INFO three_prime_overlapping_ncrna: FALSE [ 2016-12-22 16:23:32 ] INFO Filter application: postnorm [ 2016-12-22 16:23:32 ] INFO Normalization algorithm: deseq [ 2016-12-22 16:23:32 ] INFO Normalization arguments: [ 2016-12-22 16:23:32 ] INFO locfunc: [ 2016-12-22 16:23:32 ] INFO [[ [ 2016-12-22 16:23:32 ] INFO list(locfunc = function (x, na.rm = FALSE) standardGeneric("median")) [ 2016-12-22 16:23:32 ] INFO locfunc [ 2016-12-22 16:23:32 ] INFO Statistical algorithm: deseq [ 2016-12-22 16:23:32 ] INFO Statistical arguments: [ 2016-12-22 16:23:32 ] INFO deseq: blind, fit-only, local [ 2016-12-22 16:23:32 ] INFO Meta-analysis method: none [ 2016-12-22 16:23:32 ] INFO Multiple testing correction: BH [ 2016-12-22 16:23:32 ] INFO p-value threshold: 0.05 [ 2016-12-22 16:23:32 ] INFO Logarithmic transformation offset: 1 [ 2016-12-22 16:23:32 ] INFO Quality control plots: mds, biodetection, countsbio, saturation, readnoise, filtered, correl, pairwise, boxplot, gcbias, lengthbias, meandiff, meanvar, biodist, volcano, deheatmap [ 2016-12-22 16:23:32 ] INFO Figure format: png [ 2016-12-22 16:23:32 ] INFO Output directory: /data/images/proton/PHlab/run324/metaseqr_quantseq_ms_run324 [ 2016-12-22 16:23:32 ] INFO Output data: annotation, p.value, adj.p.value, fold.change, counts, flags [ 2016-12-22 16:23:32 ] INFO Output scale(s): natural, log2, rpgm [ 2016-12-22 16:23:32 ] INFO Output values: normalized [ 2016-12-22 16:23:32 ] INFO Downloading gene annotation for hg19... [ 2016-12-22 16:23:41 ] INFO Downloading transcript annotation for hg19... [ 2016-12-22 16:27:45 ] INFO Converting annotation to GenomicRanges object... [ 2016-12-22 16:27:45 ] INFO Merging transcript 3' UTRs to create unique gene/transcript models... [ 2016-12-22 16:32:54 ] INFO Flanking merged transcript 3' UTRs per 500bp... [ 2016-12-22 16:33:00 ] INFO Reading bam file PH3R-neg1.bam for sample with name PH3R-neg1. This might take some time... [ 2016-12-22 16:33:00 ] INFO Reading bam file PH3R-neg2.bam for sample with name PH3R-neg2. This might take some time... [ 2016-12-22 16:33:00 ] INFO Reading bam file PH3R-neg3.bam for sample with name PH3R-neg3. This might take some time... [ 2016-12-22 16:33:00 ] INFO Reading bam file PH3R-Ig3-1.bam for sample with name PH3R-Ig3-1. This might take some time... [ 2016-12-22 16:33:00 ] INFO Reading bam file PH3R-Ig3-2.bam for sample with name PH3R-Ig3-2. This might take some time... [ 2016-12-22 16:33:00 ] INFO Reading bam file PH3R-Ig3-3.bam for sample with name PH3R-Ig3-3. This might take some time... [ 2016-12-22 16:33:04 ] INFO Counting reads overlapping with given annotation... [ 2016-12-22 16:33:04 ] INFO ...for single-end reads... [ 2016-12-22 16:33:04 ] INFO ...assuming forward sequenced reads... [ 2016-12-22 16:33:07 ] INFO Counting reads overlapping with given annotation... [ 2016-12-22 16:33:07 ] INFO ...for single-end reads... [ 2016-12-22 16:33:07 ] INFO ...assuming forward sequenced reads... [ 2016-12-22 16:33:09 ] INFO Counting reads overlapping with given annotation... [ 2016-12-22 16:33:09 ] INFO ...for single-end reads... [ 2016-12-22 16:33:09 ] INFO ...assuming forward sequenced reads... [ 2016-12-22 16:33:10 ] INFO Counting reads overlapping with given annotation... [ 2016-12-22 16:33:10 ] INFO ...for single-end reads... [ 2016-12-22 16:33:10 ] INFO ...assuming forward sequenced reads... [ 2016-12-22 16:33:12 ] INFO Counting reads overlapping with given annotation... [ 2016-12-22 16:33:12 ] INFO ...for single-end reads... [ 2016-12-22 16:33:12 ] INFO ...assuming forward sequenced reads... [ 2016-12-22 16:33:12 ] INFO Counting reads overlapping with given annotation... [ 2016-12-22 16:33:12 ] INFO ...for single-end reads... [ 2016-12-22 16:33:12 ] INFO ...assuming forward sequenced reads... [ 2016-12-22 16:34:12 ] INFO Exporting raw read counts table to /data/images/proton/PHlab/run324/metaseqr_quantseq_ms_run324/lists/raw_counts_table.txt.gz [ 2016-12-22 16:34:14 ] INFO Checking chromosomes in transcript counts and gene annotation... [ 2016-12-22 16:34:14 ] INFO Processing transcripts... [ 2016-12-22 16:34:14 ] INFO Separating transcripts (UTR regions) per gene for PH3R-neg1... [ 2016-12-22 16:34:50 ] INFO Separating transcripts (UTR regions) per gene for PH3R-neg2... [ 2016-12-22 16:35:22 ] INFO Separating transcripts (UTR regions) per gene for PH3R-neg3... [ 2016-12-22 16:36:08 ] INFO Separating transcripts (UTR regions) per gene for PH3R-Ig3-1... [ 2016-12-22 16:36:52 ] INFO Separating transcripts (UTR regions) per gene for PH3R-Ig3-2... [ 2016-12-22 16:37:34 ] INFO Separating transcripts (UTR regions) per gene for PH3R-Ig3-3... [ 2016-12-22 16:38:16 ] INFO Saving gene model to /data/images/proton/PHlab/run324/metaseqr_quantseq_ms_run324/data/gene_model.RData [ 2016-12-22 16:38:18 ] INFO Summarizing count data... [ 2016-12-22 16:38:27 ] INFO Removing genes with zero counts in all samples... [ 2016-12-22 16:38:27 ] INFO Normalizing with: deseq [ 2016-12-22 16:38:28 ] INFO Applying gene filter length... [ 2016-12-22 16:38:28 ] INFO Threshold below which ignored: 500 [ 2016-12-22 16:38:28 ] INFO Applying gene filter avg.reads... [ 2016-12-22 16:38:28 ] INFO Threshold below which ignored: 0 [ 2016-12-22 16:38:28 ] INFO Applying gene filter expression... [ 2016-12-22 16:38:28 ] INFO Threshold below which ignored: 3 [ 2016-12-22 16:38:28 ] INFO Applying gene filter biotype... [ 2016-12-22 16:38:28 ] INFO Biotypes ignored: rRNA, IG_V_pseudogene, TR_V_pseudogene [ 2016-12-22 16:38:28 ] INFO 39127 genes filtered out [ 2016-12-22 16:38:28 ] INFO 18609 genes remain after filtering [ 2016-12-22 16:38:28 ] INFO Running statistical tests with: deseq [ 2016-12-22 16:38:29 ] INFO Contrast: group1_vs_group2 [ 2016-12-22 16:38:45 ] INFO Contrast group1_vs_group2: found 1552 genes [ 2016-12-22 16:38:45 ] INFO Exporting and compressing normalized read counts table to /data/images/proton/PHlab/run324/metaseqr_quantseq_ms_run324/lists/normalized_counts_table.txt [ 2016-12-22 16:38:46 ] INFO Building output files... [ 2016-12-22 16:38:49 ] INFO Contrast: group1_vs_group2 [ 2016-12-22 16:38:49 ] INFO Adding non-filtered data... [ 2016-12-22 16:38:49 ] INFO binding annotation... [ 2016-12-22 16:38:49 ] INFO binding p-values... [ 2016-12-22 16:38:50 ] INFO binding FDRs... [ 2016-12-22 16:38:50 ] INFO binding natural normalized fold changes... [ 2016-12-22 16:38:50 ] INFO binding log2 normalized fold changes... [ 2016-12-22 16:38:50 ] INFO binding all normalized counts for group1... [ 2016-12-22 16:38:52 ] INFO binding all normalized counts for group2... [ 2016-12-22 16:38:53 ] INFO binding filtering flags... [ 2016-12-22 16:38:54 ] INFO Writing output... [ 2016-12-22 16:38:54 ] INFO Adding filtered data... [ 2016-12-22 16:38:54 ] INFO binding annotation... [ 2016-12-22 16:38:54 ] INFO binding p-values... [ 2016-12-22 16:38:54 ] INFO binding FDRs... [ 2016-12-22 16:38:54 ] INFO binding natural normalized fold changes... [ 2016-12-22 16:38:54 ] INFO binding log2 normalized fold changes... [ 2016-12-22 16:38:54 ] INFO binding all normalized counts for group1... [ 2016-12-22 16:38:55 ] INFO binding all normalized counts for group2... [ 2016-12-22 16:38:55 ] INFO binding filtering flags... [ 2016-12-22 16:38:56 ] INFO Writing output... [ 2016-12-22 16:38:58 ] INFO Creating quality control graphs... [ 2016-12-22 16:38:58 ] INFO Plotting in png format... [ 2016-12-22 16:38:58 ] INFO Plotting mds... [ 2016-12-22 16:38:59 ] INFO Plotting biodetection... [ 2016-12-22 16:39:00 ] INFO Plotting countsbio... [ 2016-12-22 16:39:02 ] INFO Plotting saturation... [ 2016-12-22 16:39:09 ] INFO Plotting readnoise... [ 2016-12-22 16:39:11 ] INFO Plotting correl... [ 2016-12-22 16:39:11 ] INFO Plotting pairwise... [ 2016-12-22 16:39:24 ] INFO Plotting boxplot... [ 2016-12-22 16:39:25 ] INFO Plotting gcbias... [ 2016-12-22 16:39:25 ] INFO Plotting lengthbias... [ 2016-12-22 16:39:26 ] INFO Plotting meandiff... [ 2016-12-22 16:39:27 ] INFO Plotting meanvar... [ 2016-12-22 16:39:36 ] INFO Plotting boxplot... [ 2016-12-22 16:39:36 ] INFO Plotting gcbias... [ 2016-12-22 16:39:37 ] INFO Plotting lengthbias... [ 2016-12-22 16:39:38 ] INFO Plotting meandiff... [ 2016-12-22 16:39:39 ] INFO Plotting meanvar... [ 2016-12-22 16:39:47 ] INFO Plotting biodist... [ 2016-12-22 16:39:47 ] INFO Contrast: group1_vs_group2 [ 2016-12-22 16:39:47 ] INFO Plotting volcano... [ 2016-12-22 16:39:47 ] INFO Contrast: group1_vs_group2 [ 2016-12-22 16:39:47 ] INFO Plotting deheatmap... [ 2016-12-22 16:39:47 ] INFO Contrast: group1_vs_group2 [ 2016-12-22 16:40:38 ] INFO Plotting filtered... [ 2016-12-22 16:40:38 ] INFO Creating HTML report... [ 2016-12-22 16:40:38 ] INFO Compressing figures...
Multidimensional scaling
Biotype detection
Biotype detection counts
Read and biotype saturation
RNA-Seq reads noise
Correlation plots
Pairwise scatterplots
Boxplots
GC content bias
Gene/transcript length bias
Mean-difference
Mean-variance
Chromosome and biotype distribution of filtered genes
Volcano plots
DEG heatmaps
Chromosome and biotype distributions of DEGs
Results
DEG table for the contrast group1_vs_group2The following table presents the top 5% statistically significant genes (use the download links below the table to retrieve the whole list) for the contrast group1_vs_group2. The fields of the table correspond to the requested features to be exported. The table can be searched using the search field on the top right. | chromosome | start | end | gene_id | gc_content | strand | gene_name | biotype | p-value_deseq | FDR_deseq | natural_normalized_fold_change_group1_vs_group2 | log2_normalized_fold_change_group1_vs_group2 | natural_normalized_counts_PH3R-neg1 | natural_normalized_counts_PH3R-neg2 | natural_normalized_counts_PH3R-neg3 | log2_normalized_counts_PH3R-neg1 | log2_normalized_counts_PH3R-neg2 | log2_normalized_counts_PH3R-neg3 | rpgm_normalized_counts_PH3R-neg1 | rpgm_normalized_counts_PH3R-neg2 | rpgm_normalized_counts_PH3R-neg3 | natural_normalized_counts_PH3R-Ig3-1 | natural_normalized_counts_PH3R-Ig3-2 | natural_normalized_counts_PH3R-Ig3-3 | log2_normalized_counts_PH3R-Ig3-1 | log2_normalized_counts_PH3R-Ig3-2 | log2_normalized_counts_PH3R-Ig3-3 | rpgm_normalized_counts_PH3R-Ig3-1 | rpgm_normalized_counts_PH3R-Ig3-2 | rpgm_normalized_counts_PH3R-Ig3-3 | LN | AR | MD | MN | QN | KN | CM | BT |
|---|
| chr21 | 42792231 | 42831141 | ENSG00000157601 | 0.4701 | + | MX1 | protein_coding | 1.14e-24 | 2.12e-20 | 123.1176 | 6.943894 | 7.00e+00 | 4.00e+00 | 2.00e+01 | 3.00e+00 | 2.32e+00 | 4.39e+00 | 4.71e-04 | 2.69e-04 | 1.35e-03 | 3.31e+03 | 4.16e+02 | 4.58e+02 | 1.17e+01 | 8.70e+00 | 8.84e+00 | 2.23e-01 | 2.80e-02 | 3.08e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 91152303 | 91163745 | ENSG00000185745 | 0.3767 | + | IFIT1 | protein_coding | 1.43e-23 | 1.33e-19 | 74.5273 | 6.219697 | 1.90e+01 | 1.50e+01 | 1.80e+01 | 4.32e+00 | 4.00e+00 | 4.25e+00 | 1.29e-02 | 1.02e-02 | 1.22e-02 | 8.60e+02 | 1.76e+03 | 1.48e+03 | 9.75e+00 | 1.08e+01 | 1.05e+01 | 5.84e-01 | 1.19e+00 | 1.01e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 27476552 | 27498685 | ENSG00000115194 | 0.5210 | - | SLC30A3 | protein_coding | 2.90e-23 | 1.80e-19 | 77.8108 | 6.281899 | 3.30e+01 | 7.10e+01 | 4.00e+00 | 5.09e+00 | 6.17e+00 | 2.32e+00 | 4.65e-03 | 1.00e-02 | 5.64e-04 | 3.63e+03 | 2.56e+03 | 2.45e+03 | 1.18e+01 | 1.13e+01 | 1.13e+01 | 5.11e-01 | 3.61e-01 | 3.45e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 113416200 | 113449528 | ENSG00000111335 | 0.4381 | + | OAS2 | protein_coding | 4.53e-23 | 2.11e-19 | 108.4286 | 6.760601 | 2.00e+00 | 0.00e+00 | 2.00e+00 | 1.58e+00 | 0.00e+00 | 1.58e+00 | 1.61e-04 | 0.00e+00 | 1.61e-04 | 2.84e+02 | 2.60e+02 | 2.12e+02 | 8.15e+00 | 8.03e+00 | 7.73e+00 | 2.29e-02 | 2.09e-02 | 1.71e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 159931008 | 159948851 | ENSG00000224259 | 0.4525 | + | LINC01133 | lincRNA | 1.47e-22 | 5.47e-19 | 68.5694 | 6.099494 | 1.80e+01 | 3.10e+01 | 2.00e+01 | 4.25e+00 | 5.00e+00 | 4.39e+00 | 7.53e-03 | 1.30e-02 | 8.36e-03 | 2.55e+03 | 1.37e+03 | 1.01e+03 | 1.13e+01 | 1.04e+01 | 9.98e+00 | 1.07e+00 | 5.74e-01 | 4.21e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr5 | 138855119 | 138862520 | ENSG00000184584 | 0.5357 | - | TMEM173 | protein_coding | 2.29e-22 | 7.10e-19 | 91.3750 | 6.513728 | 3.00e+00 | 0.00e+00 | 2.00e+00 | 2.00e+00 | 0.00e+00 | 1.58e+00 | 3.28e-04 | 0.00e+00 | 2.19e-04 | 1.80e+02 | 2.35e+02 | 3.13e+02 | 7.50e+00 | 7.88e+00 | 8.29e+00 | 1.97e-02 | 2.57e-02 | 3.42e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 54074056 | 54077802 | ENSG00000107984 | 0.4326 | + | DKK1 | protein_coding | 7.62e-22 | 2.03e-18 | 57.1875 | 5.837628 | 1.60e+01 | 8.00e+00 | 5.00e+00 | 4.09e+00 | 3.17e+00 | 2.58e+00 | 3.61e-03 | 1.80e-03 | 1.13e-03 | 5.38e+02 | 6.36e+02 | 6.53e+02 | 9.07e+00 | 9.32e+00 | 9.35e+00 | 1.21e-01 | 1.43e-01 | 1.47e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr3 | 26664297 | 26752267 | ENSG00000179796 | 0.3951 | + | LRRC3B | protein_coding | 1.17e-20 | 2.73e-17 | 65.3333 | 6.029747 | 6.00e+00 | 0.00e+00 | 3.00e+00 | 2.81e+00 | 0.00e+00 | 2.00e+00 | 1.17e-03 | 0.00e+00 | 5.87e-04 | 2.57e+02 | 3.04e+02 | 2.20e+02 | 8.01e+00 | 8.25e+00 | 7.79e+00 | 5.03e-02 | 5.95e-02 | 4.31e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr19 | 17513748 | 17516457 | ENSG00000130303 | 0.5838 | - | BST2 | protein_coding | 1.54e-20 | 3.19e-17 | 52.1667 | 5.705056 | 7.00e+00 | 4.00e+00 | 4.00e+00 | 3.00e+00 | 2.32e+00 | 2.32e+00 | 2.52e-03 | 1.44e-03 | 1.44e-03 | 2.63e+02 | 3.05e+02 | 3.68e+02 | 8.04e+00 | 8.26e+00 | 8.53e+00 | 9.46e-02 | 1.10e-01 | 1.32e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 133402426 | 133429152 | ENSG00000150551 | 0.4533 | - | LYPD1 | protein_coding | 1.83e-20 | 3.40e-17 | 57.4000 | 5.842979 | 1.00e+00 | 6.00e+00 | 0.00e+00 | 1.00e+00 | 2.81e+00 | 0.00e+00 | 2.10e-04 | 1.26e-03 | 0.00e+00 | 1.78e+02 | 2.02e+02 | 1.91e+02 | 7.48e+00 | 7.67e+00 | 7.58e+00 | 3.73e-02 | 4.23e-02 | 4.00e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr11 | 63340667 | 63384355 | ENSG00000176485 | 0.4584 | - | PLA2G16 | protein_coding | 3.93e-20 | 6.14e-17 | 42.3684 | 5.404917 | 1.70e+01 | 1.10e+01 | 7.00e+00 | 4.17e+00 | 3.58e+00 | 3.00e+00 | 4.02e-03 | 2.60e-03 | 1.66e-03 | 3.87e+02 | 5.19e+02 | 7.01e+02 | 8.60e+00 | 9.02e+00 | 9.46e+00 | 9.16e-02 | 1.23e-01 | 1.66e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr14 | 94571182 | 94583033 | ENSG00000165949 | 0.4867 | + | IFI27 | protein_coding | 3.96e-20 | 6.14e-17 | 87.7161 | 6.454770 | 6.20e+01 | 8.40e+01 | 8.70e+01 | 5.98e+00 | 6.41e+00 | 6.46e+00 | 9.80e-03 | 1.33e-02 | 1.38e-02 | 7.11e+03 | 7.04e+03 | 6.55e+03 | 1.28e+01 | 1.28e+01 | 1.27e+01 | 1.12e+00 | 1.11e+00 | 1.04e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr17 | 6658766 | 6678966 | ENSG00000132530 | 0.4421 | + | XAF1 | protein_coding | 1.14e-18 | 1.63e-15 | 47.3333 | 5.564785 | 3.00e+00 | 2.00e+00 | 4.00e+00 | 2.00e+00 | 1.58e+00 | 2.32e+00 | 2.13e-04 | 1.42e-04 | 2.84e-04 | 1.50e+02 | 2.81e+02 | 1.34e+02 | 7.24e+00 | 8.14e+00 | 7.08e+00 | 1.07e-02 | 2.00e-02 | 9.53e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 88422510 | 88427635 | ENSG00000163586 | 0.4838 | - | FABP1 | protein_coding | 5.37e-18 | 7.14e-15 | 0.0185 | -5.754888 | 5.40e+01 | 4.00e+01 | 2.81e+02 | 5.78e+00 | 5.36e+00 | 8.14e+00 | 1.40e-02 | 1.04e-02 | 7.29e-02 | 1.00e+00 | 3.00e+00 | 0.00e+00 | 1.00e+00 | 2.00e+00 | 0.00e+00 | 2.60e-04 | 7.79e-04 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 79085607 | 79111830 | ENSG00000137959 | 0.3450 | + | IFI44L | protein_coding | 4.10e-17 | 5.08e-14 | 30.5789 | 4.934467 | 3.00e+00 | 8.00e+00 | 5.00e+00 | 2.00e+00 | 3.17e+00 | 2.58e+00 | 2.32e-04 | 6.19e-04 | 3.87e-04 | 1.31e+02 | 2.81e+02 | 1.66e+02 | 7.04e+00 | 8.14e+00 | 7.38e+00 | 1.01e-02 | 2.17e-02 | 1.28e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 167022073 | 167059868 | ENSG00000143167 | 0.4754 | - | GPA33 | protein_coding | 1.04e-16 | 1.21e-13 | 0.0481 | -4.378512 | 1.57e+02 | 3.35e+02 | 7.53e+02 | 7.30e+00 | 8.39e+00 | 9.56e+00 | 2.54e-02 | 5.43e-02 | 1.22e-01 | 2.80e+01 | 6.00e+00 | 2.30e+01 | 4.86e+00 | 2.81e+00 | 4.58e+00 | 4.54e-03 | 9.72e-04 | 3.73e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 7005937 | 7038370 | ENSG00000134321 | 0.4000 | + | RSAD2 | protein_coding | 4.84e-16 | 5.30e-13 | 36.6667 | 5.196397 | 3.00e+00 | 2.00e+00 | 4.00e+00 | 2.00e+00 | 1.58e+00 | 2.32e+00 | 4.21e-04 | 2.81e-04 | 5.62e-04 | 1.12e+02 | 1.76e+02 | 1.49e+02 | 6.82e+00 | 7.47e+00 | 7.23e+00 | 1.57e-02 | 2.47e-02 | 2.09e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr9 | 139654086 | 139660707 | ENSG00000177984 | 0.6119 | - | LCN15 | protein_coding | 8.31e-16 | 8.59e-13 | 0.0477 | -4.390719 | 2.25e+02 | 2.80e+02 | 3.94e+02 | 7.82e+00 | 8.13e+00 | 8.63e+00 | 9.47e-02 | 1.18e-01 | 1.66e-01 | 1.40e+01 | 6.00e+00 | 2.00e+01 | 3.91e+00 | 2.81e+00 | 4.39e+00 | 5.89e-03 | 2.52e-03 | 8.41e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr19 | 46733009 | 46734500 | ENSG00000188293 | 0.5630 | + | IGFL1 | protein_coding | 4.13e-15 | 4.04e-12 | 65.0000 | 6.022368 | 0.00e+00 | 0.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 6.22e-04 | 1.20e+02 | 5.20e+01 | 8.50e+01 | 6.92e+00 | 5.73e+00 | 6.43e+00 | 7.46e-02 | 3.23e-02 | 5.28e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 27992572 | 27998729 | ENSG00000126709 | 0.5003 | - | IFI6 | protein_coding | 5.66e-15 | 5.17e-12 | 43.2136 | 5.433412 | 9.60e+01 | 1.72e+02 | 2.16e+02 | 6.60e+00 | 7.43e+00 | 7.76e+00 | 6.33e-02 | 1.13e-01 | 1.42e-01 | 1.59e+04 | 2.07e+03 | 3.06e+03 | 1.40e+01 | 1.10e+01 | 1.16e+01 | 1.05e+01 | 1.37e+00 | 2.02e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 85048774 | 85134132 | ENSG00000186854 | 0.4598 | - | TRABD2A | protein_coding | 6.07e-15 | 5.17e-12 | 0.0569 | -4.136502 | 8.76e+02 | 7.19e+02 | 7.06e+02 | 9.78e+00 | 9.49e+00 | 9.47e+00 | 9.62e-02 | 7.90e-02 | 7.75e-02 | 3.70e+01 | 3.30e+01 | 5.80e+01 | 5.25e+00 | 5.09e+00 | 5.88e+00 | 4.06e-03 | 3.62e-03 | 6.37e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 37869032 | 37965611 | ENSG00000163171 | 0.4138 | - | CDC42EP3 | protein_coding | 6.12e-15 | 5.17e-12 | 27.5000 | 4.781360 | 1.00e+00 | 8.00e+00 | 2.00e+00 | 1.00e+00 | 3.17e+00 | 1.58e+00 | 1.30e-04 | 1.04e-03 | 2.60e-04 | 1.43e+02 | 1.36e+02 | 1.03e+02 | 7.17e+00 | 7.10e+00 | 6.70e+00 | 1.86e-02 | 1.77e-02 | 1.34e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 91087651 | 91100728 | ENSG00000119917 | 0.4323 | + | IFIT3 | protein_coding | 8.18e-15 | 6.62e-12 | 24.2593 | 4.600464 | 2.00e+01 | 4.00e+00 | 2.70e+01 | 4.39e+00 | 2.32e+00 | 4.81e+00 | 9.81e-03 | 1.96e-03 | 1.32e-02 | 7.39e+02 | 3.52e+02 | 2.16e+02 | 9.53e+00 | 8.46e+00 | 7.76e+00 | 3.62e-01 | 1.73e-01 | 1.06e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 79115481 | 79129763 | ENSG00000137965 | 0.3531 | + | IFI44 | protein_coding | 9.11e-15 | 7.06e-12 | 14.8333 | 3.890771 | 1.90e+01 | 5.00e+01 | 1.20e+01 | 4.32e+00 | 5.67e+00 | 3.70e+00 | 2.75e-03 | 7.22e-03 | 1.73e-03 | 3.35e+02 | 5.21e+02 | 3.87e+02 | 8.39e+00 | 9.03e+00 | 8.60e+00 | 4.84e-02 | 7.53e-02 | 5.59e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr20 | 21106624 | 21227260 | ENSG00000088970 | 0.4117 | + | PLK1S1 | processed_transcript | 1.03e-14 | 7.63e-12 | 19.3657 | 4.275430 | 4.40e+01 | 5.40e+01 | 3.30e+01 | 5.49e+00 | 5.78e+00 | 5.09e+00 | 9.19e-03 | 1.13e-02 | 6.89e-03 | 1.08e+03 | 7.70e+02 | 7.40e+02 | 1.01e+01 | 9.59e+00 | 9.53e+00 | 2.26e-01 | 1.61e-01 | 1.55e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 235401685 | 235405697 | ENSG00000188042 | 0.5016 | - | ARL4C | protein_coding | 1.12e-14 | 8.03e-12 | 20.1375 | 4.331816 | 9.30e+01 | 1.09e+02 | 6.40e+01 | 6.55e+00 | 6.78e+00 | 6.02e+00 | 2.23e-02 | 2.62e-02 | 1.54e-02 | 1.50e+03 | 2.64e+03 | 1.27e+03 | 1.05e+01 | 1.14e+01 | 1.03e+01 | 3.60e-01 | 6.35e-01 | 3.06e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr17 | 76849059 | 76921469 | ENSG00000035862 | 0.5260 | - | TIMP2 | protein_coding | 4.87e-14 | 3.35e-11 | 18.3059 | 4.194235 | 3.80e+01 | 2.30e+01 | 2.10e+01 | 5.29e+00 | 4.58e+00 | 4.46e+00 | 5.81e-03 | 3.51e-03 | 3.21e-03 | 5.52e+02 | 5.93e+02 | 4.08e+02 | 9.11e+00 | 9.21e+00 | 8.68e+00 | 8.43e-02 | 9.06e-02 | 6.23e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr15 | 78396948 | 78423886 | ENSG00000136425 | 0.5128 | - | CIB2 | protein_coding | 7.09e-14 | 4.71e-11 | 23.9583 | 4.582456 | 7.00e+00 | 8.00e+00 | 6.00e+00 | 3.00e+00 | 3.17e+00 | 2.81e+00 | 1.20e-03 | 1.37e-03 | 1.03e-03 | 3.70e+02 | 8.80e+01 | 1.14e+02 | 8.54e+00 | 6.48e+00 | 6.85e+00 | 6.34e-02 | 1.51e-02 | 1.95e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 31582961 | 31584798 | ENSG00000204472 | 0.5397 | + | AIF1 | protein_coding | 8.66e-14 | 5.56e-11 | 58.5000 | 5.870365 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 3.98e-04 | 0.00e+00 | 0.00e+00 | 7.10e+01 | 8.20e+01 | 7.80e+01 | 6.17e+00 | 6.38e+00 | 6.30e+00 | 2.83e-02 | 3.26e-02 | 3.10e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr8 | 95139399 | 95229531 | ENSG00000079112 | 0.4061 | - | CDH17 | protein_coding | 9.40e-14 | 5.83e-11 | 0.0704 | -3.828963 | 3.12e+02 | 2.97e+02 | 3.97e+02 | 8.29e+00 | 8.22e+00 | 8.64e+00 | 5.24e-02 | 4.99e-02 | 6.67e-02 | 3.40e+01 | 1.40e+01 | 2.00e+01 | 5.13e+00 | 3.91e+00 | 4.39e+00 | 5.71e-03 | 2.35e-03 | 3.36e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr17 | 37782993 | 37792879 | ENSG00000131771 | 0.5794 | + | PPP1R1B | protein_coding | 1.51e-13 | 9.05e-11 | 0.0635 | -3.976259 | 4.92e+02 | 1.07e+03 | 9.03e+02 | 8.95e+00 | 1.01e+01 | 9.82e+00 | 1.10e-01 | 2.39e-01 | 2.01e-01 | 7.20e+01 | 4.00e+01 | 4.20e+01 | 6.19e+00 | 5.36e+00 | 5.43e+00 | 1.60e-02 | 8.90e-03 | 9.35e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr15 | 74471807 | 74504608 | ENSG00000137868 | 0.5521 | - | STRA6 | protein_coding | 2.83e-13 | 1.65e-10 | 19.1471 | 4.259051 | 9.00e+00 | 8.00e+00 | 1.40e+01 | 3.32e+00 | 3.17e+00 | 3.91e+00 | 6.87e-04 | 6.10e-04 | 1.07e-03 | 2.35e+02 | 1.98e+02 | 2.15e+02 | 7.88e+00 | 7.64e+00 | 7.75e+00 | 1.79e-02 | 1.51e-02 | 1.64e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr11 | 57319129 | 57335757 | ENSG00000156587 | 0.4866 | - | UBE2L6 | protein_coding | 6.11e-13 | 3.45e-10 | 26.4545 | 4.725444 | 3.00e+00 | 4.00e+00 | 1.00e+00 | 2.00e+00 | 2.32e+00 | 1.00e+00 | 1.50e-03 | 2.00e-03 | 5.00e-04 | 9.50e+01 | 1.12e+02 | 8.10e+01 | 6.58e+00 | 6.82e+00 | 6.36e+00 | 4.75e-02 | 5.60e-02 | 4.05e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr4 | 146678779 | 146859787 | ENSG00000151612 | 0.4153 | - | ZNF827 | protein_coding | 7.73e-13 | 4.23e-10 | 33.7143 | 5.075288 | 2.00e+00 | 2.00e+00 | 0.00e+00 | 1.58e+00 | 1.58e+00 | 0.00e+00 | 1.52e-04 | 1.52e-04 | 0.00e+00 | 5.30e+01 | 9.70e+01 | 8.30e+01 | 5.75e+00 | 6.61e+00 | 6.39e+00 | 4.02e-03 | 7.36e-03 | 6.30e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 159896829 | 159915386 | ENSG00000085552 | 0.5580 | - | IGSF9 | protein_coding | 8.81e-13 | 4.68e-10 | 22.7600 | 4.508429 | 1.50e+01 | 4.00e+00 | 3.00e+00 | 4.00e+00 | 2.32e+00 | 2.00e+00 | 9.99e-03 | 2.66e-03 | 2.00e-03 | 2.95e+02 | 9.70e+01 | 1.74e+02 | 8.21e+00 | 6.61e+00 | 7.45e+00 | 1.96e-01 | 6.46e-02 | 1.16e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr11 | 64755415 | 64764517 | ENSG00000168062 | 0.5311 | - | BATF2 | protein_coding | 9.66e-13 | 5.00e-10 | 21.8824 | 4.451696 | 6.00e+00 | 4.00e+00 | 4.00e+00 | 2.81e+00 | 2.32e+00 | 2.32e+00 | 1.68e-03 | 1.12e-03 | 1.12e-03 | 6.70e+01 | 1.69e+02 | 1.33e+02 | 6.09e+00 | 7.41e+00 | 7.07e+00 | 1.87e-02 | 4.72e-02 | 3.72e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 54384408 | 54424607 | ENSG00000197757 | 0.5361 | + | HOXC6 | protein_coding | 1.17e-12 | 5.90e-10 | 14.4407 | 3.852067 | 1.70e+01 | 1.90e+01 | 2.00e+01 | 4.17e+00 | 4.32e+00 | 4.39e+00 | 3.82e-03 | 4.27e-03 | 4.50e-03 | 2.56e+02 | 3.07e+02 | 2.86e+02 | 8.01e+00 | 8.27e+00 | 8.16e+00 | 5.75e-02 | 6.90e-02 | 6.43e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 125767184 | 125853206 | ENSG00000182022 | 0.5025 | - | CHST15 | protein_coding | 1.85e-12 | 9.04e-10 | 36.6000 | 5.193772 | 0.00e+00 | 2.00e+00 | 0.00e+00 | 0.00e+00 | 1.58e+00 | 0.00e+00 | 0.00e+00 | 3.30e-04 | 0.00e+00 | 5.30e+01 | 4.70e+01 | 8.00e+01 | 5.75e+00 | 5.58e+00 | 6.34e+00 | 8.73e-03 | 7.74e-03 | 1.32e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 1312675 | 1314992 | ENSG00000164379 | 0.6217 | + | FOXQ1 | protein_coding | 2.29e-12 | 1.09e-09 | 12.6643 | 3.662699 | 4.60e+01 | 5.60e+01 | 3.80e+01 | 5.55e+00 | 5.83e+00 | 5.29e+00 | 2.50e-02 | 3.04e-02 | 2.07e-02 | 5.50e+02 | 7.10e+02 | 5.48e+02 | 9.11e+00 | 9.47e+00 | 9.10e+00 | 2.99e-01 | 3.86e-01 | 2.98e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr5 | 149546358 | 149564120 | ENSG00000113722 | 0.5376 | + | CDX1 | protein_coding | 8.22e-12 | 3.83e-09 | 0.0828 | -3.594907 | 1.26e+03 | 1.06e+03 | 7.28e+02 | 1.03e+01 | 1.01e+01 | 9.51e+00 | 6.09e-01 | 5.13e-01 | 3.51e-01 | 7.50e+01 | 8.30e+01 | 9.20e+01 | 6.25e+00 | 6.39e+00 | 6.54e+00 | 3.62e-02 | 4.00e-02 | 4.44e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr7 | 92728829 | 92747336 | ENSG00000205413 | 0.3775 | - | SAMD9 | protein_coding | 2.50e-11 | 1.14e-08 | 11.7170 | 3.550529 | 1.00e+01 | 2.10e+01 | 1.90e+01 | 3.46e+00 | 4.46e+00 | 4.32e+00 | 2.38e-03 | 5.00e-03 | 4.52e-03 | 2.08e+02 | 2.67e+02 | 1.43e+02 | 7.71e+00 | 8.07e+00 | 7.17e+00 | 4.95e-02 | 6.35e-02 | 3.40e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 54519882 | 54526627 | ENSG00000250742 | 0.5322 | + | RP11-834C11.4 | lincRNA | 4.63e-11 | 2.05e-08 | 43.3333 | 5.437405 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 3.30e+01 | 4.80e+01 | 4.60e+01 | 5.09e+00 | 5.61e+00 | 5.55e+00 | 2.76e-02 | 4.01e-02 | 3.85e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr17 | 10698230 | 10707416 | ENSG00000263429 | 0.4977 | - | LINC00675 | lincRNA | 5.43e-11 | 2.35e-08 | 0.1247 | -3.003944 | 8.20e+01 | 1.38e+02 | 8.76e+02 | 6.38e+00 | 7.12e+00 | 9.78e+00 | 3.43e-02 | 5.77e-02 | 3.66e-01 | 1.00e+02 | 1.70e+01 | 1.70e+01 | 6.66e+00 | 4.17e+00 | 4.17e+00 | 4.18e-02 | 7.11e-03 | 7.11e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr14 | 65405870 | 65409531 | ENSG00000176153 | 0.4801 | - | GPX2 | protein_coding | 6.94e-11 | 2.93e-08 | 0.1038 | -3.268290 | 4.07e+02 | 5.67e+02 | 1.66e+03 | 8.67e+00 | 9.15e+00 | 1.07e+01 | 9.55e-02 | 1.33e-01 | 3.90e-01 | 1.18e+02 | 6.50e+01 | 8.80e+01 | 6.89e+00 | 6.04e+00 | 6.48e+00 | 2.77e-02 | 1.53e-02 | 2.06e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 91061712 | 91069033 | ENSG00000119922 | 0.4003 | + | IFIT2 | protein_coding | 7.31e-11 | 3.02e-08 | 14.1364 | 3.821339 | 4.00e+00 | 1.10e+01 | 4.00e+00 | 2.32e+00 | 3.58e+00 | 2.32e+00 | 1.29e-03 | 3.55e-03 | 1.29e-03 | 8.40e+01 | 1.43e+02 | 8.10e+01 | 6.41e+00 | 7.17e+00 | 6.36e+00 | 2.71e-02 | 4.62e-02 | 2.62e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr4 | 89299891 | 89364263 | ENSG00000138642 | 0.3967 | + | HERC6 | protein_coding | 1.02e-10 | 4.12e-08 | 11.7451 | 3.553987 | 1.60e+01 | 1.70e+01 | 1.50e+01 | 4.09e+00 | 4.17e+00 | 4.00e+00 | 1.56e-03 | 1.66e-03 | 1.46e-03 | 2.00e+02 | 2.21e+02 | 1.75e+02 | 7.65e+00 | 7.79e+00 | 7.46e+00 | 1.95e-02 | 2.16e-02 | 1.71e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr3 | 62384022 | 62861054 | ENSG00000163618 | 0.4000 | - | CADPS | protein_coding | 1.44e-10 | 5.70e-08 | 20.5455 | 4.360747 | 3.00e+00 | 2.00e+00 | 3.00e+00 | 2.00e+00 | 1.58e+00 | 2.00e+00 | 1.92e-04 | 1.28e-04 | 1.92e-04 | 7.20e+01 | 9.80e+01 | 5.30e+01 | 6.19e+00 | 6.63e+00 | 5.75e+00 | 4.61e-03 | 6.28e-03 | 3.39e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 121103719 | 121109384 | ENSG00000163083 | 0.5609 | + | INHBB | protein_coding | 1.78e-10 | 6.89e-08 | 22.6667 | 4.502500 | 1.00e+00 | 2.00e+00 | 3.00e+00 | 1.00e+00 | 1.58e+00 | 2.00e+00 | 3.19e-04 | 6.39e-04 | 9.58e-04 | 6.00e+01 | 7.80e+01 | 6.30e+01 | 5.93e+00 | 6.30e+00 | 6.00e+00 | 1.92e-02 | 2.49e-02 | 2.01e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 171571861 | 171574588 | ENSG00000204335 | 0.6642 | + | SP5 | protein_coding | 1.81e-10 | 6.89e-08 | 20.3750 | 4.348728 | 1.00e+00 | 4.00e+00 | 0.00e+00 | 1.00e+00 | 2.32e+00 | 0.00e+00 | 3.26e-04 | 1.30e-03 | 0.00e+00 | 3.40e+01 | 6.60e+01 | 6.00e+01 | 5.13e+00 | 6.07e+00 | 5.93e+00 | 1.11e-02 | 2.15e-02 | 1.96e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr14 | 66953072 | 66965271 | ENSG00000196553 | 0.3785 | + | LINC00238 | processed_transcript | 5.02e-10 | 1.87e-07 | 0.0945 | -3.403458 | 1.54e+02 | 9.00e+01 | 2.08e+02 | 7.28e+00 | 6.51e+00 | 7.71e+00 | 1.14e-01 | 6.67e-02 | 1.54e-01 | 1.00e+01 | 1.80e+01 | 1.20e+01 | 3.46e+00 | 4.25e+00 | 3.70e+00 | 7.41e-03 | 1.33e-02 | 8.90e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr19 | 39292311 | 39304004 | ENSG00000171747 | 0.5231 | - | LGALS4 | protein_coding | 5.66e-10 | 2.07e-07 | 0.1144 | -3.128267 | 5.22e+02 | 5.84e+02 | 6.66e+02 | 9.03e+00 | 9.19e+00 | 9.38e+00 | 6.84e-02 | 7.65e-02 | 8.73e-02 | 8.60e+01 | 7.00e+01 | 4.40e+01 | 6.44e+00 | 6.15e+00 | 5.49e+00 | 1.13e-02 | 9.17e-03 | 5.77e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr18 | 10454625 | 10489945 | ENSG00000154856 | 0.4620 | + | APCDD1 | protein_coding | 7.54e-10 | 2.70e-07 | 25.1429 | 4.652077 | 0.00e+00 | 0.00e+00 | 4.00e+00 | 0.00e+00 | 0.00e+00 | 2.32e+00 | 0.00e+00 | 0.00e+00 | 4.38e-04 | 3.60e+01 | 5.70e+01 | 8.00e+01 | 5.21e+00 | 5.86e+00 | 6.34e+00 | 3.94e-03 | 6.24e-03 | 8.76e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr16 | 103010 | 107669 | ENSG00000161981 | 0.5667 | + | SNRNP25 | protein_coding | 8.38e-10 | 2.94e-07 | 19.9596 | 4.319014 | 3.29e+02 | 6.13e+02 | 4.92e+02 | 8.37e+00 | 9.26e+00 | 8.95e+00 | 6.20e-02 | 1.16e-01 | 9.27e-02 | 2.78e+04 | 4.92e+02 | 3.86e+02 | 1.48e+01 | 8.95e+00 | 8.60e+00 | 5.24e+00 | 9.27e-02 | 7.27e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 52817854 | 52828309 | ENSG00000170454 | 0.4945 | - | KRT75 | protein_coding | 8.91e-10 | 3.07e-07 | 0.1216 | -3.039302 | 1.50e+03 | 1.84e+03 | 3.02e+03 | 1.06e+01 | 1.08e+01 | 1.16e+01 | 9.14e-01 | 1.12e+00 | 1.84e+00 | 5.63e+02 | 8.70e+01 | 1.21e+02 | 9.14e+00 | 6.46e+00 | 6.93e+00 | 3.43e-01 | 5.30e-02 | 7.36e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 120290619 | 120311528 | ENSG00000134240 | 0.4186 | - | HMGCS2 | protein_coding | 9.38e-10 | 3.17e-07 | 0.1291 | -2.953716 | 4.36e+02 | 4.60e+02 | 6.04e+02 | 8.77e+00 | 8.85e+00 | 9.24e+00 | 1.01e-01 | 1.07e-01 | 1.40e-01 | 9.90e+01 | 3.90e+01 | 5.30e+01 | 6.64e+00 | 5.32e+00 | 5.75e+00 | 2.30e-02 | 9.06e-03 | 1.23e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr19 | 41725108 | 41767671 | ENSG00000167601 | 0.5086 | + | AXL | protein_coding | 1.02e-09 | 3.40e-07 | 16.6667 | 4.058894 | 2.00e+00 | 4.00e+00 | 6.00e+00 | 1.58e+00 | 2.32e+00 | 2.81e+00 | 3.67e-04 | 7.34e-04 | 1.10e-03 | 1.09e+02 | 7.60e+01 | 6.20e+01 | 6.78e+00 | 6.27e+00 | 5.98e+00 | 2.00e-02 | 1.39e-02 | 1.14e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr4 | 75230860 | 75254468 | ENSG00000124882 | 0.3663 | + | EREG | protein_coding | 1.26e-09 | 4.11e-07 | 8.5338 | 3.093186 | 5.00e+01 | 4.80e+01 | 4.70e+01 | 5.67e+00 | 5.61e+00 | 5.58e+00 | 7.89e-03 | 7.58e-03 | 7.42e-03 | 3.79e+02 | 5.73e+02 | 3.08e+02 | 8.57e+00 | 9.16e+00 | 8.27e+00 | 5.98e-02 | 9.04e-02 | 4.86e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr3 | 122246771 | 122283424 | ENSG00000138496 | 0.4246 | - | PARP9 | protein_coding | 2.74e-09 | 8.81e-07 | 7.8791 | 2.978028 | 9.40e+01 | 1.23e+02 | 8.60e+01 | 6.57e+00 | 6.95e+00 | 6.44e+00 | 1.12e-02 | 1.47e-02 | 1.03e-02 | 5.99e+02 | 9.40e+02 | 8.69e+02 | 9.23e+00 | 9.88e+00 | 9.76e+00 | 7.16e-02 | 1.12e-01 | 1.04e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 134618135 | 134619833 | ENSG00000220378 | 0.5680 | - | KRT8P42 | pseudogene | 3.39e-09 | 1.07e-06 | 0.1781 | -2.489516 | 4.00e+00 | 3.40e+01 | 8.07e+02 | 2.32e+00 | 5.13e+00 | 9.66e+00 | 3.34e-03 | 2.84e-02 | 6.75e-01 | 1.27e+02 | 5.00e+00 | 1.60e+01 | 7.00e+00 | 2.58e+00 | 4.09e+00 | 1.06e-01 | 4.18e-03 | 1.34e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chrX | 115567790 | 115592625 | ENSG00000087916 | 0.3328 | + | SLC6A14 | protein_coding | 5.22e-09 | 1.61e-06 | 15.2500 | 3.930737 | 3.00e+00 | 4.00e+00 | 2.00e+00 | 2.00e+00 | 2.32e+00 | 1.58e+00 | 8.08e-04 | 1.08e-03 | 5.39e-04 | 4.80e+01 | 6.80e+01 | 6.40e+01 | 5.61e+00 | 6.11e+00 | 6.02e+00 | 1.29e-02 | 1.83e-02 | 1.72e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 110841447 | 110874143 | ENSG00000144063 | 0.4733 | - | MALL | protein_coding | 5.29e-09 | 1.61e-06 | 7.7233 | 2.949218 | 4.60e+01 | 7.50e+01 | 8.20e+01 | 5.55e+00 | 6.25e+00 | 6.38e+00 | 8.81e-03 | 1.44e-02 | 1.57e-02 | 5.64e+02 | 4.95e+02 | 5.29e+02 | 9.14e+00 | 8.95e+00 | 9.05e+00 | 1.08e-01 | 9.48e-02 | 1.01e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr14 | 102027688 | 102029789 | ENSG00000197406 | 0.6080 | + | DIO3 | protein_coding | 6.02e-09 | 1.81e-06 | 13.1875 | 3.721099 | 3.00e+00 | 6.00e+00 | 4.00e+00 | 2.00e+00 | 2.81e+00 | 2.32e+00 | 1.47e-03 | 2.94e-03 | 1.96e-03 | 3.70e+01 | 8.30e+01 | 8.80e+01 | 5.25e+00 | 6.39e+00 | 6.48e+00 | 1.81e-02 | 4.07e-02 | 4.31e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr17 | 38599702 | 38613983 | ENSG00000141753 | 0.5301 | + | IGFBP4 | protein_coding | 6.36e-09 | 1.88e-06 | 9.0667 | 3.180572 | 3.90e+01 | 2.50e+01 | 6.80e+01 | 5.32e+00 | 4.70e+00 | 6.11e+00 | 1.66e-02 | 1.07e-02 | 2.90e-02 | 5.48e+02 | 2.70e+02 | 4.03e+02 | 9.10e+00 | 8.08e+00 | 8.66e+00 | 2.34e-01 | 1.15e-01 | 1.72e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr4 | 89378268 | 89427314 | ENSG00000138646 | 0.3940 | + | HERC5 | protein_coding | 6.49e-09 | 1.89e-06 | 17.4444 | 4.124696 | 2.00e+00 | 4.00e+00 | 0.00e+00 | 1.58e+00 | 2.32e+00 | 0.00e+00 | 7.47e-04 | 1.49e-03 | 0.00e+00 | 5.20e+01 | 5.10e+01 | 5.10e+01 | 5.73e+00 | 5.70e+00 | 5.70e+00 | 1.94e-02 | 1.91e-02 | 1.91e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 113376157 | 113411054 | ENSG00000111331 | 0.4693 | + | OAS3 | protein_coding | 6.78e-09 | 1.94e-06 | 9.8398 | 3.298626 | 1.34e+02 | 1.11e+02 | 1.14e+02 | 7.08e+00 | 6.81e+00 | 6.85e+00 | 1.17e-02 | 9.67e-03 | 9.93e-03 | 2.18e+03 | 6.23e+02 | 7.53e+02 | 1.11e+01 | 9.29e+00 | 9.56e+00 | 1.90e-01 | 5.43e-02 | 6.56e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr9 | 32455300 | 32526322 | ENSG00000107201 | 0.3962 | - | DDX58 | protein_coding | 7.10e-09 | 1.99e-06 | 8.5427 | 3.094689 | 5.00e+01 | 3.80e+01 | 7.30e+01 | 5.67e+00 | 5.29e+00 | 6.21e+00 | 1.18e-02 | 8.98e-03 | 1.72e-02 | 6.07e+02 | 4.42e+02 | 3.49e+02 | 9.25e+00 | 8.79e+00 | 8.45e+00 | 1.43e-01 | 1.04e-01 | 8.24e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chrX | 100098313 | 100129334 | ENSG00000007952 | 0.4114 | - | NOX1 | protein_coding | 7.16e-09 | 1.99e-06 | 0.0690 | -3.857981 | 5.30e+01 | 3.40e+01 | 8.40e+01 | 5.75e+00 | 5.13e+00 | 6.41e+00 | 2.91e-02 | 1.86e-02 | 4.61e-02 | 3.00e+00 | 2.00e+00 | 4.00e+00 | 2.00e+00 | 1.58e+00 | 2.32e+00 | 1.64e-03 | 1.10e-03 | 2.19e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr15 | 40643234 | 40648635 | ENSG00000233041 | 0.5300 | + | PHGR1 | protein_coding | 9.73e-09 | 2.66e-06 | 0.1411 | -2.825240 | 5.39e+02 | 4.23e+02 | 2.44e+03 | 9.08e+00 | 8.73e+00 | 1.13e+01 | 2.14e-01 | 1.68e-01 | 9.69e-01 | 1.60e+02 | 1.29e+02 | 1.89e+02 | 7.33e+00 | 7.02e+00 | 7.57e+00 | 6.34e-02 | 5.11e-02 | 7.49e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr14 | 24630262 | 24635774 | ENSG00000213928 | 0.5395 | + | IRF9 | protein_coding | 1.03e-08 | 2.78e-06 | 9.1685 | 3.196692 | 2.00e+01 | 4.00e+00 | 6.20e+01 | 4.39e+00 | 2.32e+00 | 5.98e+00 | 1.82e-03 | 3.64e-04 | 5.65e-03 | 2.84e+02 | 2.26e+02 | 3.03e+02 | 8.15e+00 | 7.83e+00 | 8.25e+00 | 2.59e-02 | 2.06e-02 | 2.76e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 6980701 | 7006766 | ENSG00000134326 | 0.4486 | - | CMPK2 | protein_coding | 1.17e-08 | 3.12e-06 | 7.4375 | 2.894818 | 2.60e+01 | 3.80e+01 | 1.30e+01 | 4.75e+00 | 5.29e+00 | 3.81e+00 | 3.63e-03 | 5.30e-03 | 1.81e-03 | 1.59e+02 | 2.08e+02 | 2.25e+02 | 7.32e+00 | 7.71e+00 | 7.82e+00 | 2.22e-02 | 2.90e-02 | 3.14e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 210288782 | 210598842 | ENSG00000078018 | 0.3590 | + | MAP2 | protein_coding | 1.34e-08 | 3.51e-06 | 18.8750 | 4.238405 | 1.00e+00 | 0.00e+00 | 4.00e+00 | 1.00e+00 | 0.00e+00 | 2.32e+00 | 5.89e-05 | 0.00e+00 | 2.36e-04 | 6.20e+01 | 5.50e+01 | 3.10e+01 | 5.98e+00 | 5.81e+00 | 5.00e+00 | 3.65e-03 | 3.24e-03 | 1.83e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr9 | 139632619 | 139642905 | ENSG00000204003 | 0.6405 | - | LCN6 | protein_coding | 1.68e-08 | 4.33e-06 | 0.0857 | -3.544321 | 1.00e+01 | 4.40e+01 | 1.18e+02 | 3.46e+00 | 5.49e+00 | 6.89e+00 | 1.07e-03 | 4.71e-03 | 1.26e-02 | 8.00e+00 | 1.00e+00 | 3.00e+00 | 3.17e+00 | 1.00e+00 | 2.00e+00 | 8.56e-04 | 1.07e-04 | 3.21e-04 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr9 | 35673853 | 35681156 | ENSG00000107159 | 0.5260 | + | CA9 | protein_coding | 1.72e-08 | 4.39e-06 | 0.1393 | -2.844143 | 3.40e+02 | 4.48e+02 | 4.80e+02 | 8.41e+00 | 8.81e+00 | 8.91e+00 | 2.56e-01 | 3.37e-01 | 3.61e-01 | 6.20e+01 | 5.40e+01 | 5.80e+01 | 5.98e+00 | 5.78e+00 | 5.88e+00 | 4.66e-02 | 4.06e-02 | 4.36e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr9 | 139632619 | 139637808 | ENSG00000187922 | 0.6324 | - | LCN10 | protein_coding | 1.84e-08 | 4.61e-06 | 0.0862 | -3.536053 | 1.00e+01 | 4.40e+01 | 1.17e+02 | 3.46e+00 | 5.49e+00 | 6.88e+00 | 1.66e-03 | 7.32e-03 | 1.95e-02 | 8.00e+00 | 1.00e+00 | 3.00e+00 | 3.17e+00 | 1.00e+00 | 2.00e+00 | 1.33e-03 | 1.66e-04 | 4.99e-04 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr7 | 26411764 | 26416321 | ENSG00000225792 | 0.3649 | - | AC004540.4 | antisense | 2.33e-08 | 5.78e-06 | 15.3750 | 3.942515 | 9.00e+00 | 0.00e+00 | 4.00e+00 | 3.32e+00 | 0.00e+00 | 2.32e+00 | 6.50e-03 | 0.00e+00 | 2.89e-03 | 8.50e+01 | 9.20e+01 | 6.60e+01 | 6.43e+00 | 6.54e+00 | 6.07e+00 | 6.14e-02 | 6.65e-02 | 4.77e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr11 | 313506 | 315272 | ENSG00000185885 | 0.5705 | + | IFITM1 | protein_coding | 3.07e-08 | 7.49e-06 | 7.6424 | 2.934025 | 1.25e+02 | 1.40e+02 | 1.99e+02 | 6.98e+00 | 7.14e+00 | 7.64e+00 | 8.30e-02 | 9.30e-02 | 1.32e-01 | 1.29e+03 | 1.22e+03 | 1.06e+03 | 1.03e+01 | 1.03e+01 | 1.00e+01 | 8.57e-01 | 8.10e-01 | 7.01e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 54447661 | 54449814 | ENSG00000273266 | 0.4986 | + | HOXC4 | protein_coding | 3.10e-08 | 7.49e-06 | 20.5714 | 4.362570 | 2.00e+00 | 0.00e+00 | 2.00e+00 | 1.58e+00 | 0.00e+00 | 1.58e+00 | 9.90e-04 | 0.00e+00 | 9.90e-04 | 5.60e+01 | 4.60e+01 | 3.90e+01 | 5.83e+00 | 5.55e+00 | 5.32e+00 | 2.77e-02 | 2.28e-02 | 1.93e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr5 | 98104354 | 98134347 | ENSG00000174136 | 0.4329 | + | RGMB | protein_coding | 3.15e-08 | 7.51e-06 | 0.1333 | -2.907781 | 1.67e+03 | 1.97e+03 | 1.22e+03 | 1.07e+01 | 1.09e+01 | 1.03e+01 | 1.68e-01 | 1.99e-01 | 1.23e-01 | 2.83e+02 | 1.96e+02 | 1.66e+02 | 8.15e+00 | 7.62e+00 | 7.38e+00 | 2.85e-02 | 1.98e-02 | 1.67e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Download the DEG result list for group1_vs_group2.Download the whole result list for group1_vs_group2.Download the raw read counts table for the experiment.Download the normalized read counts table for the experiment.
References
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