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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 (19610 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 (4765 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 (11634 genes with cutoff value 4 normalized read counts). The total number of genes excluded due to the application of gene filters was 4898. The total (unified) number of genes excluded due to the application of all filters was 32964. The resulting gene counts table was subjected to differential expression analysis for the contrasts wt versus ko using the Bioconductor package DESeq. The final numbers of differentially expressed genes were (per contrast): for the contrast wt versus ko, 649 (141) statistically significant genes were found with a p-value (FDR or adjusted p-value) threshold of 0.05 and of these, 244 (61) were up-regulated, 305 (80) were down-regulated and 100 (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: wt, ko
Samples included: IT3R49-wt1, IT3R50-wt3, IT3R51-wt4, IT3R52-wt6, IT3R53-wt7, IT3R54-ko1, IT3R55-ko3, IT3R56-ko4, IT3R57-ko6, IT3R58-ko7
Samples excluded:
none
Requested contrasts: wt_vs_ko
Library sizes:
- IT3R49-wt1: 4174752
- IT3R50-wt3: 3598894
- IT3R51-wt4: 3561376
- IT3R52-wt6: 4639312
- IT3R53-wt7: 2522318
- IT3R54-ko1: 5703550
- IT3R55-ko3: 4772303
- IT3R56-ko4: 5111226
- IT3R57-ko6: 4177750
- IT3R58-ko7: 1402858
Annotation: download
Organism: mouse ( Mus musculus), genome version alias mm10
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, pdf
Output directory: /data/images/proton/run329/www//metaseqr_quantseq_wt_vs_ko
Output data: Annotation, p-value, Adjusted p-value (FDR), Fold change, Read counts
Output scale(s): 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: 19 minutes 23 seconds
Filtered genes
Number of filtered genes: 32964 which is the union of
- Filtered because of zero reads: 19610
-
Filtered because of exon filters: 0
-
Filtered because of gene filters: 13354
which is the union of
- length: 4765 genes with filter cutoff value 500
- avg.reads: 0 genes with filter cutoff value 0
- expression: 11634 genes further decomposed to (filter name, filtered genes, filter cutoff):
- median: 11634 genes with filter cutoff value 4
- biotype: 132 genes with filter cutoff value rRNA, IG_V_pseudogene, TR_V_pseudogene
Differentially expressed genes
Number of differentially expressed genes per contrast:
- wt_vs_ko: 649 (141) statistically significant genes of which 244 (61) up regulated, 305 (80) down regulated and 100 (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[ 2017-01-25 16:55:09 ] INFO 2017-01-25 16:55:09: Data processing started... [ 2017-01-25 16:55:09 ] INFO Read counts file: imported sam/bam/bed files [ 2017-01-25 16:55:09 ] INFO Conditions: wt, ko [ 2017-01-25 16:55:09 ] INFO Samples to include: IT3R49-wt1, IT3R50-wt3, IT3R51-wt4, IT3R52-wt6, IT3R53-wt7, IT3R54-ko1, IT3R55-ko3, IT3R56-ko4, IT3R57-ko6, IT3R58-ko7 [ 2017-01-25 16:55:09 ] INFO Samples to exclude: none [ 2017-01-25 16:55:09 ] INFO Requested contrasts: wt_vs_ko [ 2017-01-25 16:55:09 ] INFO Annotation: download [ 2017-01-25 16:55:09 ] INFO Organism: mm10 [ 2017-01-25 16:55:09 ] INFO Reference source: ensembl [ 2017-01-25 16:55:09 ] INFO Count type: utr [ 2017-01-25 16:55:09 ] INFO Exon filters: none applied [ 2017-01-25 16:55:09 ] INFO Gene filters: length, avg.reads, expression, biotype [ 2017-01-25 16:55:09 ] INFO length: [ 2017-01-25 16:55:09 ] INFO length: 500 [ 2017-01-25 16:55:09 ] INFO avg.reads: [ 2017-01-25 16:55:09 ] INFO average.per.bp: 100 [ 2017-01-25 16:55:09 ] INFO quantile: 0.25 [ 2017-01-25 16:55:09 ] INFO expression: [ 2017-01-25 16:55:09 ] INFO median: TRUE [ 2017-01-25 16:55:09 ] INFO mean: FALSE [ 2017-01-25 16:55:09 ] INFO quantile: NA [ 2017-01-25 16:55:09 ] INFO known: NA [ 2017-01-25 16:55:09 ] INFO custom: NA [ 2017-01-25 16:55:09 ] INFO biotype: [ 2017-01-25 16:55:09 ] INFO pseudogene: FALSE [ 2017-01-25 16:55:09 ] INFO snRNA: FALSE [ 2017-01-25 16:55:09 ] INFO protein_coding: FALSE [ 2017-01-25 16:55:09 ] INFO antisense: FALSE [ 2017-01-25 16:55:09 ] INFO miRNA: FALSE [ 2017-01-25 16:55:09 ] INFO snoRNA: FALSE [ 2017-01-25 16:55:09 ] INFO lincRNA: FALSE [ 2017-01-25 16:55:09 ] INFO processed_transcript: FALSE [ 2017-01-25 16:55:09 ] INFO misc_RNA: FALSE [ 2017-01-25 16:55:09 ] INFO rRNA: TRUE [ 2017-01-25 16:55:09 ] INFO sense_intronic: FALSE [ 2017-01-25 16:55:09 ] INFO sense_overlapping: FALSE [ 2017-01-25 16:55:09 ] INFO polymorphic_pseudogene: FALSE [ 2017-01-25 16:55:09 ] INFO IG_C_gene: FALSE [ 2017-01-25 16:55:09 ] INFO IG_J_gene: FALSE [ 2017-01-25 16:55:09 ] INFO IG_D_gene: FALSE [ 2017-01-25 16:55:09 ] INFO IG_LV_gene: FALSE [ 2017-01-25 16:55:09 ] INFO IG_V_gene: FALSE [ 2017-01-25 16:55:09 ] INFO IG_V_pseudogene: TRUE [ 2017-01-25 16:55:09 ] INFO TR_V_gene: FALSE [ 2017-01-25 16:55:09 ] INFO TR_V_pseudogene: TRUE [ 2017-01-25 16:55:09 ] INFO three_prime_overlapping_ncrna: FALSE [ 2017-01-25 16:55:09 ] INFO Filter application: postnorm [ 2017-01-25 16:55:09 ] INFO Normalization algorithm: deseq [ 2017-01-25 16:55:09 ] INFO Normalization arguments: [ 2017-01-25 16:55:09 ] INFO locfunc: [ 2017-01-25 16:55:09 ] INFO [[ [ 2017-01-25 16:55:09 ] INFO list(locfunc = function (x, na.rm = FALSE) standardGeneric("median")) [ 2017-01-25 16:55:09 ] INFO locfunc [ 2017-01-25 16:55:09 ] INFO Statistical algorithm: deseq [ 2017-01-25 16:55:09 ] INFO Statistical arguments: [ 2017-01-25 16:55:09 ] INFO deseq: blind, fit-only, local [ 2017-01-25 16:55:09 ] INFO Meta-analysis method: none [ 2017-01-25 16:55:09 ] INFO Multiple testing correction: BH [ 2017-01-25 16:55:09 ] INFO p-value threshold: 0.05 [ 2017-01-25 16:55:09 ] INFO Logarithmic transformation offset: 1 [ 2017-01-25 16:55:09 ] INFO Quality control plots: mds, biodetection, countsbio, saturation, readnoise, filtered, correl, pairwise, boxplot, gcbias, lengthbias, meandiff, meanvar, biodist, volcano, deheatmap [ 2017-01-25 16:55:09 ] INFO Figure format: png, pdf [ 2017-01-25 16:55:09 ] INFO Output directory: /data/images/proton/run329/www//metaseqr_quantseq_wt_vs_ko [ 2017-01-25 16:55:09 ] INFO Output data: annotation, p.value, adj.p.value, fold.change, counts, flags [ 2017-01-25 16:55:09 ] INFO Output scale(s): log2, rpgm [ 2017-01-25 16:55:09 ] INFO Output values: normalized [ 2017-01-25 16:55:09 ] INFO Downloading gene annotation for mm10... [ 2017-01-25 16:55:18 ] INFO Downloading transcript annotation for mm10... [ 2017-01-25 16:57:18 ] INFO Converting annotation to GenomicRanges object... [ 2017-01-25 16:57:18 ] INFO Merging transcript 3' UTRs to create unique gene/transcript models... [ 2017-01-25 17:01:32 ] INFO Flanking merged transcript 3' UTRs per 500bp... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R49-wt1.bam for sample with name IT3R49-wt1. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R50-wt3.bam for sample with name IT3R50-wt3. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R51-wt4.bam for sample with name IT3R51-wt4. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R52-wt6.bam for sample with name IT3R52-wt6. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R53-wt7.bam for sample with name IT3R53-wt7. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R54-ko1.bam for sample with name IT3R54-ko1. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R55-ko3.bam for sample with name IT3R55-ko3. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R56-ko4.bam for sample with name IT3R56-ko4. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R57-ko6.bam for sample with name IT3R57-ko6. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:37 ] INFO Reading bam file IT3R58-ko7.bam for sample with name IT3R58-ko7. This might take some time... [ 2017-01-25 17:01:37 ] WARN Information regarding strandedness of the reads is not correctly provided! Assuming unstranded... [ 2017-01-25 17:01:40 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:40 ] INFO ...for single-end reads... [ 2017-01-25 17:01:40 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:43 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:43 ] INFO ...for single-end reads... [ 2017-01-25 17:01:43 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:45 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:45 ] INFO ...for single-end reads... [ 2017-01-25 17:01:45 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:46 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:46 ] INFO ...for single-end reads... [ 2017-01-25 17:01:46 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:47 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:47 ] INFO ...for single-end reads... [ 2017-01-25 17:01:47 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:49 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:49 ] INFO ...for single-end reads... [ 2017-01-25 17:01:49 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:50 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:50 ] INFO ...for single-end reads... [ 2017-01-25 17:01:50 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:50 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:50 ] INFO ...for single-end reads... [ 2017-01-25 17:01:50 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:51 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:51 ] INFO ...for single-end reads... [ 2017-01-25 17:01:51 ] INFO ...ignoring strandedness... [ 2017-01-25 17:01:51 ] INFO Counting reads overlapping with given annotation... [ 2017-01-25 17:01:51 ] INFO ...for single-end reads... [ 2017-01-25 17:01:51 ] INFO ...ignoring strandedness... [ 2017-01-25 17:02:43 ] INFO Exporting raw read counts table to /data/images/proton/run329/www//metaseqr_quantseq_wt_vs_ko/lists/raw_counts_table.txt.gz [ 2017-01-25 17:02:47 ] INFO Checking chromosomes in transcript counts and gene annotation... [ 2017-01-25 17:02:47 ] INFO Processing transcripts... [ 2017-01-25 17:02:47 ] INFO Separating transcripts (UTR regions) per gene for IT3R49-wt1... [ 2017-01-25 17:03:18 ] INFO Separating transcripts (UTR regions) per gene for IT3R50-wt3... [ 2017-01-25 17:04:03 ] INFO Separating transcripts (UTR regions) per gene for IT3R51-wt4... [ 2017-01-25 17:04:27 ] INFO Separating transcripts (UTR regions) per gene for IT3R52-wt6... [ 2017-01-25 17:04:53 ] INFO Separating transcripts (UTR regions) per gene for IT3R53-wt7... [ 2017-01-25 17:05:29 ] INFO Separating transcripts (UTR regions) per gene for IT3R54-ko1... [ 2017-01-25 17:05:59 ] INFO Separating transcripts (UTR regions) per gene for IT3R55-ko3... [ 2017-01-25 17:06:27 ] INFO Separating transcripts (UTR regions) per gene for IT3R56-ko4... [ 2017-01-25 17:06:55 ] INFO Separating transcripts (UTR regions) per gene for IT3R57-ko6... [ 2017-01-25 17:07:27 ] INFO Separating transcripts (UTR regions) per gene for IT3R58-ko7... [ 2017-01-25 17:08:00 ] INFO Saving gene model to /data/images/proton/run329/www//metaseqr_quantseq_wt_vs_ko/data/gene_model.RData [ 2017-01-25 17:08:03 ] INFO Summarizing count data... [ 2017-01-25 17:08:17 ] INFO Removing genes with zero counts in all samples... [ 2017-01-25 17:08:18 ] INFO Normalizing with: deseq [ 2017-01-25 17:08:18 ] INFO Applying gene filter length... [ 2017-01-25 17:08:18 ] INFO Threshold below which ignored: 500 [ 2017-01-25 17:08:18 ] INFO Applying gene filter avg.reads... [ 2017-01-25 17:08:19 ] INFO Threshold below which ignored: 0 [ 2017-01-25 17:08:19 ] INFO Applying gene filter expression... [ 2017-01-25 17:08:19 ] INFO Threshold below which ignored: 4 [ 2017-01-25 17:08:19 ] INFO Applying gene filter biotype... [ 2017-01-25 17:08:19 ] INFO Biotypes ignored: rRNA, IG_V_pseudogene, TR_V_pseudogene [ 2017-01-25 17:08:19 ] INFO 32964 genes filtered out [ 2017-01-25 17:08:19 ] INFO 16584 genes remain after filtering [ 2017-01-25 17:08:19 ] INFO Running statistical tests with: deseq [ 2017-01-25 17:08:19 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:08:43 ] INFO Contrast wt_vs_ko: found 649 genes [ 2017-01-25 17:08:43 ] INFO Exporting and compressing normalized read counts table to /data/images/proton/run329/www//metaseqr_quantseq_wt_vs_ko/lists/normalized_counts_table.txt [ 2017-01-25 17:08:44 ] INFO Building output files... [ 2017-01-25 17:08:48 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:08:48 ] INFO Adding non-filtered data... [ 2017-01-25 17:08:48 ] INFO binding annotation... [ 2017-01-25 17:08:48 ] INFO binding p-values... [ 2017-01-25 17:08:49 ] INFO binding FDRs... [ 2017-01-25 17:08:49 ] INFO binding log2 normalized fold changes... [ 2017-01-25 17:08:49 ] INFO binding all normalized counts for wt... [ 2017-01-25 17:08:50 ] INFO binding all normalized counts for ko... [ 2017-01-25 17:08:51 ] INFO binding filtering flags... [ 2017-01-25 17:08:52 ] INFO Writing output... [ 2017-01-25 17:08:52 ] INFO Adding filtered data... [ 2017-01-25 17:08:52 ] INFO binding annotation... [ 2017-01-25 17:08:52 ] INFO binding p-values... [ 2017-01-25 17:08:52 ] INFO binding FDRs... [ 2017-01-25 17:08:53 ] INFO binding log2 normalized fold changes... [ 2017-01-25 17:08:53 ] INFO binding all normalized counts for wt... [ 2017-01-25 17:08:53 ] INFO binding all normalized counts for ko... [ 2017-01-25 17:08:53 ] INFO binding filtering flags... [ 2017-01-25 17:08:54 ] INFO Writing output... [ 2017-01-25 17:08:56 ] INFO Creating quality control graphs... [ 2017-01-25 17:08:56 ] INFO Plotting in png format... [ 2017-01-25 17:08:56 ] INFO Plotting mds... [ 2017-01-25 17:08:57 ] INFO Plotting biodetection... [ 2017-01-25 17:08:59 ] INFO Plotting countsbio... [ 2017-01-25 17:09:01 ] INFO Plotting saturation... [ 2017-01-25 17:09:14 ] INFO Plotting readnoise... [ 2017-01-25 17:09:17 ] INFO Plotting correl... [ 2017-01-25 17:09:17 ] INFO Plotting pairwise... [ 2017-01-25 17:09:57 ] INFO Plotting boxplot... [ 2017-01-25 17:09:57 ] INFO Plotting gcbias... [ 2017-01-25 17:09:59 ] INFO Plotting lengthbias... [ 2017-01-25 17:10:00 ] INFO Plotting meandiff... [ 2017-01-25 17:10:03 ] INFO Plotting meanvar... [ 2017-01-25 17:10:33 ] INFO Plotting boxplot... [ 2017-01-25 17:10:33 ] INFO Plotting gcbias... [ 2017-01-25 17:10:34 ] INFO Plotting lengthbias... [ 2017-01-25 17:10:35 ] INFO Plotting meandiff... [ 2017-01-25 17:10:39 ] INFO Plotting meanvar... [ 2017-01-25 17:11:08 ] INFO Plotting biodist... [ 2017-01-25 17:11:08 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:11:08 ] INFO Plotting volcano... [ 2017-01-25 17:11:08 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:11:09 ] INFO Plotting deheatmap... [ 2017-01-25 17:11:09 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:11:58 ] INFO Plotting filtered... [ 2017-01-25 17:11:58 ] INFO Plotting in pdf format... [ 2017-01-25 17:11:58 ] INFO Plotting mds... [ 2017-01-25 17:11:58 ] INFO Plotting biodetection... [ 2017-01-25 17:11:59 ] INFO Plotting countsbio... [ 2017-01-25 17:12:01 ] INFO Plotting saturation... [ 2017-01-25 17:12:09 ] INFO Plotting readnoise... [ 2017-01-25 17:12:11 ] INFO Plotting correl... [ 2017-01-25 17:12:11 ] INFO Plotting pairwise... [ 2017-01-25 17:12:32 ] INFO Plotting boxplot... [ 2017-01-25 17:12:32 ] INFO Plotting gcbias... [ 2017-01-25 17:12:34 ] INFO Plotting lengthbias... [ 2017-01-25 17:12:35 ] INFO Plotting meandiff... [ 2017-01-25 17:12:40 ] INFO Plotting meanvar... [ 2017-01-25 17:13:09 ] INFO Plotting boxplot... [ 2017-01-25 17:13:09 ] INFO Plotting gcbias... [ 2017-01-25 17:13:10 ] INFO Plotting lengthbias... [ 2017-01-25 17:13:11 ] INFO Plotting meandiff... [ 2017-01-25 17:13:16 ] INFO Plotting meanvar... [ 2017-01-25 17:13:45 ] INFO Plotting biodist... [ 2017-01-25 17:13:45 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:13:45 ] INFO Plotting volcano... [ 2017-01-25 17:13:45 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:13:45 ] INFO Plotting deheatmap... [ 2017-01-25 17:13:45 ] INFO Contrast: wt_vs_ko [ 2017-01-25 17:14:31 ] INFO Plotting filtered... [ 2017-01-25 17:14:31 ] INFO Creating HTML report... [ 2017-01-25 17:14:31 ] 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 wt_vs_koThe following table presents the top 5% statistically significant genes (use the download links below the table to retrieve the whole list) for the contrast wt_vs_ko. 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 | log2_normalized_fold_change_wt_vs_ko | log2_normalized_counts_IT3R49-wt1 | log2_normalized_counts_IT3R50-wt3 | log2_normalized_counts_IT3R51-wt4 | log2_normalized_counts_IT3R52-wt6 | log2_normalized_counts_IT3R53-wt7 | rpgm_normalized_counts_IT3R49-wt1 | rpgm_normalized_counts_IT3R50-wt3 | rpgm_normalized_counts_IT3R51-wt4 | rpgm_normalized_counts_IT3R52-wt6 | rpgm_normalized_counts_IT3R53-wt7 | log2_normalized_counts_IT3R54-ko1 | log2_normalized_counts_IT3R55-ko3 | log2_normalized_counts_IT3R56-ko4 | log2_normalized_counts_IT3R57-ko6 | log2_normalized_counts_IT3R58-ko7 | rpgm_normalized_counts_IT3R54-ko1 | rpgm_normalized_counts_IT3R55-ko3 | rpgm_normalized_counts_IT3R56-ko4 | rpgm_normalized_counts_IT3R57-ko6 | rpgm_normalized_counts_IT3R58-ko7 | LN | AR | MD | MN | QN | KN | CM | BT |
|---|
| chr1 | 131638306 | 131675505 | ENSMUSG00000004552 | 0.4674 | + | Ctse | protein_coding | 4.58e-28 | 7.60e-24 | -6.578115 | 8.69e+00 | 7.10e+00 | 6.82e+00 | 7.22e+00 | 7.89e+00 | 1.35e-01 | 4.43e-02 | 3.65e-02 | 4.82e-02 | 7.72e-02 | 1.00e+00 | 1.58e+00 | 2.00e+00 | 0.00e+00 | 0.00e+00 | 3.26e-04 | 6.52e-04 | 9.78e-04 | 0.00e+00 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 136697284 | 136781765 | ENSMUSG00000042638 | 0.4507 | - | Gucy2c | protein_coding | 1.92e-27 | 1.59e-23 | -6.674781 | 8.58e+00 | 4.39e+00 | 5.46e+00 | 5.52e+00 | 6.88e+00 | 2.09e-01 | 1.09e-02 | 2.34e-02 | 2.45e-02 | 6.38e-02 | 0.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 5.45e-04 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 103946931 | 103958975 | ENSMUSG00000072849 | 0.4956 | - | Serpina1e | protein_coding | 8.08e-25 | 4.47e-21 | 5.912164 | 5.67e+00 | 5.36e+00 | 5.78e+00 | 6.07e+00 | 3.17e+00 | 3.73e-02 | 2.98e-02 | 4.03e-02 | 4.92e-02 | 5.97e-03 | 5.21e+00 | 1.15e+01 | 6.13e+00 | 1.33e+01 | 7.12e+00 | 2.68e-02 | 2.14e+00 | 5.15e-02 | 7.69e+00 | 1.03e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr8 | 128734235 | 129065517 | ENSMUSG00000025808 | 0.3833 | - | Ccdc7a | protein_coding | 4.01e-23 | 1.66e-19 | -6.296916 | 4.17e+00 | 7.59e+00 | 8.47e+00 | 4.09e+00 | 5.52e+00 | 1.25e-03 | 1.41e-02 | 2.60e-02 | 1.18e-03 | 3.31e-03 | 1.00e+00 | 1.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 7.36e-05 | 7.36e-05 | 7.36e-05 | 0.00e+00 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 21285246 | 21298312 | ENSMUSG00000025936 | 0.4130 | - | Gm4956 | transcribed_unprocessed_pseudogene | 4.21e-19 | 1.40e-15 | 5.534922 | 1.58e+00 | 1.00e+00 | 0.00e+00 | 2.00e+00 | 0.00e+00 | 5.32e-04 | 2.66e-04 | 0.00e+00 | 7.97e-04 | 0.00e+00 | 6.83e+00 | 4.25e+00 | 4.00e+00 | 7.10e+00 | 7.81e+00 | 3.00e-02 | 4.78e-03 | 3.99e-03 | 3.62e-02 | 5.93e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 24223517 | 24302790 | ENSMUSG00000020000 | 0.4041 | + | Moxd1 | protein_coding | 1.37e-17 | 3.79e-14 | -5.240314 | 0.00e+00 | 6.74e+00 | 6.13e+00 | 7.64e+00 | 0.00e+00 | 0.00e+00 | 2.89e-02 | 1.88e-02 | 5.40e-02 | 0.00e+00 | 1.00e+00 | 2.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 2.73e-04 | 8.18e-04 | 2.73e-04 | 0.00e+00 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 125152505 | 125230002 | ENSMUSG00000027202 | 0.4197 | + | Slc12a1 | protein_coding | 6.63e-17 | 1.57e-13 | -5.176589 | 7.54e+00 | 1.00e+00 | 3.17e+00 | 3.46e+00 | 3.17e+00 | 5.07e-02 | 2.74e-04 | 2.19e-03 | 2.74e-03 | 2.19e-03 | 0.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 2.74e-04 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr13 | 108670603 | 108671397 | ENSMUSG00000059751 | 0.4704 | + | Rps3a3 | processed_pseudogene | 6.17e-16 | 1.28e-12 | 4.086205 | 5.78e+00 | 4.46e+00 | 4.17e+00 | 4.70e+00 | 3.81e+00 | 4.31e-02 | 1.67e-02 | 1.36e-02 | 1.99e-02 | 1.04e-02 | 8.68e+00 | 8.21e+00 | 8.62e+00 | 8.89e+00 | 9.49e+00 | 3.27e-01 | 2.36e-01 | 3.13e-01 | 3.76e-01 | 5.72e-01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr7 | 142575529 | 142578143 | ENSMUSG00000000031 | 0.5583 | - | H19 | lincRNA | 7.53e-16 | 1.39e-12 | -4.524955 | 6.88e+00 | 5.78e+00 | 6.13e+00 | 7.99e+00 | 9.07e+00 | 4.14e-02 | 1.91e-02 | 2.44e-02 | 8.96e-02 | 1.91e-01 | 2.58e+00 | 4.32e+00 | 4.09e+00 | 0.00e+00 | 0.00e+00 | 1.77e-03 | 6.73e-03 | 5.67e-03 | 0.00e+00 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr12 | 109541001 | 109571726 | ENSMUSG00000021268 | 0.5022 | + | Meg3 | lincRNA | 1.23e-13 | 2.03e-10 | -3.381249 | 3.91e+00 | 7.79e+00 | 8.33e+00 | 8.02e+00 | 4.75e+00 | 1.39e-03 | 2.19e-02 | 3.20e-02 | 2.57e-02 | 2.59e-03 | 2.58e+00 | 4.64e+00 | 1.58e+00 | 3.70e+00 | 5.09e+00 | 4.98e-04 | 2.39e-03 | 1.99e-04 | 1.20e-03 | 3.29e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 128662385 | 128677374 | ENSMUSG00000030364 | 0.3971 | + | Clec2h | protein_coding | 5.42e-13 | 8.17e-10 | 4.273018 | 0.00e+00 | 0.00e+00 | 1.00e+00 | 0.00e+00 | 2.00e+00 | 0.00e+00 | 0.00e+00 | 1.13e-04 | 0.00e+00 | 3.38e-04 | 6.38e+00 | 4.95e+00 | 5.75e+00 | 0.00e+00 | 2.32e+00 | 9.24e-03 | 3.38e-03 | 5.97e-03 | 0.00e+00 | 4.51e-04 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr5 | 33104219 | 33162870 | ENSMUSG00000011034 | 0.4364 | + | Slc5a1 | protein_coding | 6.85e-13 | 9.46e-10 | -3.731511 | 8.41e+00 | 6.79e+00 | 6.71e+00 | 7.80e+00 | 9.30e+00 | 1.08e-01 | 3.52e-02 | 3.33e-02 | 7.11e-02 | 2.01e-01 | 5.29e+00 | 4.52e+00 | 4.25e+00 | 3.17e+00 | 4.00e+00 | 1.22e-02 | 7.05e-03 | 5.77e-03 | 2.56e-03 | 4.80e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr17 | 31125306 | 31129646 | ENSMUSG00000024029 | 0.5139 | - | Tff3 | protein_coding | 1.14e-12 | 1.46e-09 | -3.884081 | 6.81e+00 | 6.44e+00 | 8.29e+00 | 7.75e+00 | 4.58e+00 | 7.76e-02 | 6.01e-02 | 2.19e-01 | 1.50e-01 | 1.61e-02 | 4.00e+00 | 4.70e+00 | 2.58e+00 | 1.00e+00 | 0.00e+00 | 1.05e-02 | 1.75e-02 | 3.49e-03 | 6.99e-04 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 124430759 | 124464794 | ENSMUSG00000008153 | 0.4931 | - | Clstn3 | protein_coding | 4.49e-11 | 5.31e-08 | 3.320210 | 3.32e+00 | 4.00e+00 | 4.25e+00 | 4.39e+00 | 4.17e+00 | 1.27e-03 | 2.11e-03 | 2.53e-03 | 2.82e-03 | 2.39e-03 | 6.64e+00 | 6.66e+00 | 6.07e+00 | 8.41e+00 | 7.85e+00 | 1.39e-02 | 1.41e-02 | 9.29e-03 | 4.77e-02 | 3.24e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr7 | 118597297 | 118675086 | ENSMUSG00000030650 | 0.4556 | + | Tmc5 | protein_coding | 1.30e-10 | 1.44e-07 | -3.894818 | 6.13e+00 | 4.91e+00 | 5.52e+00 | 6.00e+00 | 4.81e+00 | 2.35e-02 | 9.89e-03 | 1.54e-02 | 2.15e-02 | 9.21e-03 | 1.00e+00 | 3.17e+00 | 0.00e+00 | 1.58e+00 | 0.00e+00 | 3.41e-04 | 2.73e-03 | 0.00e+00 | 6.82e-04 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 162953800 | 162984528 | ENSMUSG00000026691 | 0.4021 | - | Fmo3 | protein_coding | 5.03e-10 | 5.13e-07 | 3.060696 | 1.00e+00 | 1.58e+00 | 2.00e+00 | 2.00e+00 | 4.25e+00 | 3.47e-04 | 6.93e-04 | 1.04e-03 | 1.04e-03 | 6.24e-03 | 4.95e+00 | 7.75e+00 | 3.81e+00 | 0.00e+00 | 2.32e+00 | 1.04e-02 | 7.45e-02 | 4.50e-03 | 0.00e+00 | 1.39e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 139547053 | 139560272 | ENSMUSG00000057037 | 0.3345 | - | Cfhr1 | protein_coding | 5.26e-10 | 5.13e-07 | 3.567685 | 1.58e+00 | 3.00e+00 | 2.00e+00 | 2.00e+00 | 1.00e+00 | 6.20e-04 | 2.17e-03 | 9.29e-04 | 9.29e-04 | 3.10e-04 | 5.78e+00 | 5.58e+00 | 6.07e+00 | 5.49e+00 | 5.09e+00 | 1.67e-02 | 1.46e-02 | 2.04e-02 | 1.36e-02 | 1.02e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr1 | 153874345 | 153876871 | ENSMUSG00000043282 | 0.4432 | + | Teddm1b | protein_coding | 6.08e-10 | 5.60e-07 | 3.658211 | 2.58e+00 | 1.00e+00 | 0.00e+00 | 1.58e+00 | 2.00e+00 | 2.00e-03 | 4.00e-04 | 0.00e+00 | 7.99e-04 | 1.20e-03 | 4.91e+00 | 7.20e+00 | 4.00e+00 | 2.00e+00 | 2.32e+00 | 1.16e-02 | 5.83e-02 | 5.99e-03 | 1.20e-03 | 1.60e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr2 | 164562413 | 164568510 | ENSMUSG00000017723 | 0.5202 | + | Wfdc2 | protein_coding | 9.74e-10 | 8.07e-07 | -2.700440 | 5.67e+00 | 5.78e+00 | 5.81e+00 | 5.73e+00 | 2.58e+00 | 1.01e-02 | 1.09e-02 | 1.11e-02 | 1.05e-02 | 1.01e-03 | 1.00e+00 | 1.00e+00 | 0.00e+00 | 3.17e+00 | 4.32e+00 | 2.03e-04 | 2.03e-04 | 0.00e+00 | 1.62e-03 | 3.85e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr14 | 118012792 | 118052246 | ENSMUSG00000022129 | 0.4390 | - | Dct | protein_coding | 9.99e-10 | 8.07e-07 | -3.624491 | 0.00e+00 | 4.64e+00 | 5.55e+00 | 5.21e+00 | 0.00e+00 | 0.00e+00 | 1.61e-02 | 3.08e-02 | 2.41e-02 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 2.32e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 2.68e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 122006761 | 122085965 | ENSMUSG00000030131 | 0.3980 | + | Mug2 | protein_coding | 1.02e-09 | 8.07e-07 | 2.563242 | 3.81e+00 | 5.00e+00 | 5.61e+00 | 5.36e+00 | 3.17e+00 | 9.43e-03 | 2.25e-02 | 3.48e-02 | 2.90e-02 | 5.80e-03 | 8.30e+00 | 7.15e+00 | 8.47e+00 | 4.86e+00 | 4.00e+00 | 2.28e-01 | 1.02e-01 | 2.57e-01 | 2.03e-02 | 1.09e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr4 | 61452244 | 61454952 | ENSMUSG00000073835 | 0.3965 | + | Mup-ps12 | unprocessed_pseudogene | 1.20e-09 | 9.06e-07 | 3.562242 | 1.58e+00 | 1.00e+00 | 1.00e+00 | 2.00e+00 | 2.32e+00 | 1.59e-03 | 7.97e-04 | 7.97e-04 | 2.39e-03 | 3.19e-03 | 5.64e+00 | 5.46e+00 | 6.21e+00 | 2.32e+00 | 4.00e+00 | 3.91e-02 | 3.43e-02 | 5.82e-02 | 3.19e-03 | 1.20e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr16 | 5007288 | 5008309 | ENSMUSG00000096215 | 0.5998 | + | Smim22 | protein_coding | 1.84e-09 | 1.33e-06 | -2.913585 | 8.54e+00 | 7.35e+00 | 8.58e+00 | 7.76e+00 | 7.35e+00 | 2.43e-01 | 1.07e-01 | 2.50e-01 | 1.42e-01 | 1.07e-01 | 5.61e+00 | 5.36e+00 | 4.91e+00 | 4.86e+00 | 4.52e+00 | 3.16e-02 | 2.63e-02 | 1.91e-02 | 1.84e-02 | 1.45e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr16 | 5008730 | 5013553 | ENSMUSG00000022540 | 0.5612 | - | Rogdi | protein_coding | 2.39e-09 | 1.65e-06 | -2.827203 | 8.25e+00 | 7.25e+00 | 8.54e+00 | 7.58e+00 | 7.24e+00 | 4.39e-02 | 2.19e-02 | 5.39e-02 | 2.75e-02 | 2.17e-02 | 5.29e+00 | 5.25e+00 | 4.81e+00 | 4.86e+00 | 4.95e+00 | 5.51e-03 | 5.36e-03 | 3.91e-03 | 4.06e-03 | 4.35e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr7 | 13623967 | 13670807 | ENSMUSG00000078799 | 0.3898 | + | Sult2a5 | protein_coding | 4.22e-09 | 2.78e-06 | -3.087990 | 9.44e+00 | 3.70e+00 | 2.81e+00 | 3.70e+00 | 9.33e+00 | 5.07e-01 | 8.80e-03 | 4.40e-03 | 8.80e-03 | 4.71e-01 | 6.02e+00 | 6.30e+00 | 3.81e+00 | 1.00e+00 | 0.00e+00 | 4.69e-02 | 5.72e-02 | 9.53e-03 | 7.33e-04 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr7 | 13733505 | 13779636 | ENSMUSG00000070811 | 0.3897 | + | Sult2a2 | protein_coding | 4.36e-09 | 2.78e-06 | -3.051455 | 9.90e+00 | 3.70e+00 | 1.00e+00 | 4.00e+00 | 9.56e+00 | 7.02e-01 | 8.85e-03 | 7.37e-04 | 1.11e-02 | 5.58e-01 | 6.51e+00 | 6.69e+00 | 3.81e+00 | 0.00e+00 | 0.00e+00 | 6.64e-02 | 7.52e-02 | 9.59e-03 | 0.00e+00 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr5 | 105323042 | 105346472 | ENSMUSG00000092021 | 0.4127 | - | Gbp11 | polymorphic_pseudogene | 7.73e-09 | 4.75e-06 | 3.198270 | 1.58e+00 | 3.32e+00 | 1.00e+00 | 3.58e+00 | 0.00e+00 | 6.14e-04 | 2.76e-03 | 3.07e-04 | 3.38e-03 | 0.00e+00 | 6.66e+00 | 5.29e+00 | 5.13e+00 | 6.04e+00 | 4.00e+00 | 3.07e-02 | 1.17e-02 | 1.04e-02 | 2.00e-02 | 4.61e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr6 | 116199408 | 116207993 | ENSMUSG00000108030 | 0.4166 | - | 9530062K07Rik | bidirectional_promoter_lncRNA | 1.28e-08 | 7.58e-06 | 3.906891 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 1.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 7.97e-04 | 4.17e+00 | 4.86e+00 | 3.91e+00 | 4.52e+00 | 2.32e+00 | 1.36e-02 | 2.23e-02 | 1.12e-02 | 1.75e-02 | 3.19e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 127866474 | 127877317 | ENSMUSG00000074639 | 0.4630 | + | BC089597 | protein_coding | 1.33e-08 | 7.60e-06 | -3.071950 | 4.17e+00 | 5.25e+00 | 7.55e+00 | 6.95e+00 | 1.00e+00 | 1.15e-02 | 2.50e-02 | 1.26e-01 | 8.31e-02 | 6.76e-04 | 3.00e+00 | 2.00e+00 | 2.58e+00 | 4.64e+00 | 0.00e+00 | 4.73e-03 | 2.03e-03 | 3.38e-03 | 1.62e-02 | 0.00e+00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr4 | 115486200 | 115496142 | ENSMUSG00000028715 | 0.4146 | - | Cyp4a14 | protein_coding | 1.60e-08 | 8.82e-06 | 2.635268 | 6.00e+00 | 4.25e+00 | 3.32e+00 | 5.39e+00 | 4.32e+00 | 1.83e-02 | 5.22e-03 | 2.61e-03 | 1.19e-02 | 5.51e-03 | 7.79e+00 | 8.25e+00 | 6.74e+00 | 8.01e+00 | 6.17e+00 | 6.40e-02 | 8.81e-02 | 3.07e-02 | 7.42e-02 | 2.06e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr10 | 93084206 | 93093727 | ENSMUSG00000111013 | 0.4194 | + | RP23-337J18.2 | lincRNA | 2.17e-08 | 1.16e-05 | 2.481652 | 5.58e+00 | 5.73e+00 | 4.25e+00 | 5.32e+00 | 2.00e+00 | 1.87e-02 | 2.07e-02 | 7.18e-03 | 1.56e-02 | 1.20e-03 | 8.23e+00 | 6.43e+00 | 7.98e+00 | 8.03e+00 | 4.00e+00 | 1.20e-01 | 3.39e-02 | 1.00e-01 | 1.04e-01 | 5.98e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr13 | 81095068 | 81633154 | ENSMUSG00000069170 | 0.3987 | - | Adgrv1 | protein_coding | 2.54e-08 | 1.32e-05 | 2.645083 | 5.39e+00 | 4.00e+00 | 4.39e+00 | 5.09e+00 | 6.23e+00 | 1.13e-03 | 4.12e-04 | 5.49e-04 | 9.06e-04 | 2.03e-03 | 7.22e+00 | 8.26e+00 | 7.56e+00 | 6.79e+00 | 8.72e+00 | 4.06e-03 | 8.37e-03 | 5.16e-03 | 3.02e-03 | 1.15e-02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | chr4 | 41569775 | 41638158 | ENSMUSG00000061322 | 0.4783 | + | Dnaic1 | protein_coding | 2.71e-08 | 1.32e-05 | -2.773724 | 5.91e+00 | 6.29e+00 | 6.89e+00 | 6.93e+00 | 5.49e+00 | 4.09e-02 | 5.34e-02 | 8.19e-02 | 8.40e-02 | 3.05e-02 | 2.81e+00 | 4.09e+00 | 3.32e+00 | 4.00e+00 | 3.58e+00 | 4.16e-03 | 1.11e-02 | 6.25e-03 | 1.04e-02 | 7.63e-03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Download the DEG result list for wt_vs_ko.Download the whole result list for wt_vs_ko.Download the raw read counts table for the experiment.Download the normalized read counts table for the experiment.
References
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