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chipseq_analysis
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BICF
Astrocyte
chipseq_analysis
Commits
78b410c7
There was a problem fetching the latest pipeline status.
Commit
78b410c7
authored
6 years ago
by
Venkat Malladi
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Reslove merge conflicts.
parents
ac16a48e
cbc05001
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1 merge request
!18
Resolve "Add in current chip-analysis functionality."
Pipeline
#2730
failed with stages
in 6 hours, 23 minutes, and 3 seconds
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2
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2 changed files
workflow/main.nf
+27
-25
27 additions, 25 deletions
workflow/main.nf
workflow/scripts/experiment_qc.py
+19
-12
19 additions, 12 deletions
workflow/scripts/experiment_qc.py
with
46 additions
and
37 deletions
workflow/main.nf
+
27
−
25
View file @
78b410c7
...
...
@@ -14,18 +14,10 @@ params.genomeSize = params.genome ? params.genomes[ params.genome ].genomesize ?
params.chromSizes = params.genome ? params.genomes[ params.genome ].chromsizes ?: false : false
params.fasta = params.genome ? params.genomes[ params.genome ].fasta ?: false : false
params.cutoffRatio = 1.2
params.outDir= "$baseDir/output"
params.extendReadsLen = 100
params.topPeakCount = 600
// Define regular variables
pairedEnd = params.pairedEnd
designFile = params.designFile
genomeSize = params.genomeSize
genome = params.genome
chromSizes = params.chromSizes
fasta = params.fasta
cutoffRatio = params.cutoffRatio
topPeakCount = params.topPeakCount
// Check inputs
if( params.bwaIndex ){
bwaIndex = Channel
...
...
@@ -42,11 +34,21 @@ readsList = Channel
.map { file -> [ file.getFileName().toString(), file.toString() ].join("\t")}
.collectFile( name: 'fileList.tsv', newLine: true )
// Define regular variables
pairedEnd = params.pairedEnd
designFile = params.designFile
genomeSize = params.genomeSize
chromSizes = params.chromSizes
fasta = params.fasta
cutoffRatio = params.cutoffRatio
outDir = params.outDir
extendReadsLen = params.extendReadsLen
topPeakCount = params.topPeakCount
// Check design file for errors
process checkDesignFile {
publishDir "$
baseDir/output
/design", mode: 'copy'
publishDir "$
outDir
/design", mode: 'copy'
input:
...
...
@@ -87,7 +89,7 @@ rawReads = designFilePaths
process trimReads {
tag "$sampleId-$replicate"
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
...
...
@@ -117,7 +119,7 @@ process trimReads {
process alignReads {
tag "$sampleId-$replicate"
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
...
...
@@ -148,7 +150,7 @@ process alignReads {
process filterReads {
tag "$sampleId-$replicate"
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
...
...
@@ -181,13 +183,13 @@ process filterReads {
dedupReads
.map{ sampleId, bam, bai, experimentId, biosample, factor, treatment, replicate, controlId ->
"$sampleId\t$bam\t$bai\t$experimentId\t$biosample\t$factor\t$treatment\t$replicate\t$controlId\n"}
.collectFile(name:'design_dedup.tsv', seed:"sample_id\tbam_reads\tbam_index\texperiment_id\tbiosample\tfactor\ttreatment\treplicate\tcontrol_id\n", storeDir:"$
baseDir/output
/design")
.collectFile(name:'design_dedup.tsv', seed:"sample_id\tbam_reads\tbam_index\texperiment_id\tbiosample\tfactor\ttreatment\treplicate\tcontrol_id\n", storeDir:"$
outDir
/design")
.into { dedupDesign; preDiffDesign }
// Quality Metrics using deeptools
process experimentQC {
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
...
...
@@ -200,7 +202,7 @@ process experimentQC {
script:
"""
python3 $baseDir/scripts/experiment_qc.py -d $dedupDesign
python3 $baseDir/scripts/experiment_qc.py -d $dedupDesign
-e $extendReadsLen
"""
}
...
...
@@ -209,7 +211,7 @@ process experimentQC {
process convertReads {
tag "$sampleId-$replicate"
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
...
...
@@ -238,7 +240,7 @@ process convertReads {
process crossReads {
tag "$sampleId-$replicate"
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
...
...
@@ -268,12 +270,12 @@ process crossReads {
xcorDesign = xcorReads
.map{ sampleId, seTagAlign, tagAlign, xcor, experimentId, biosample, factor, treatment, replicate, controlId ->
"$sampleId\t$seTagAlign\t$tagAlign\t$xcor\t$experimentId\t$biosample\t$factor\t$treatment\t$replicate\t$controlId\n"}
.collectFile(name:'design_xcor.tsv', seed:"sample_id\tse_tag_align\ttag_align\txcor\texperiment_id\tbiosample\tfactor\ttreatment\treplicate\tcontrol_id\n", storeDir:"$
baseDir/output
/design")
.collectFile(name:'design_xcor.tsv', seed:"sample_id\tse_tag_align\ttag_align\txcor\texperiment_id\tbiosample\tfactor\ttreatment\treplicate\tcontrol_id\n", storeDir:"$
outDir
/design")
// Make Experiment design files to be read in for downstream analysis
process defineExpDesignFiles {
publishDir "$
baseDir/output
/design", mode: 'copy'
publishDir "$
outDir
/design", mode: 'copy'
input:
...
...
@@ -297,7 +299,7 @@ process poolAndPsuedoReads {
tag "${experimentObjs.baseName}"
publishDir "$
baseDir/output
/design", mode: 'copy'
publishDir "$
outDir
/design", mode: 'copy'
input:
...
...
@@ -331,7 +333,7 @@ experimentRows = experimentPoolObjs
process callPeaksMACS {
tag "$sampleId-$replicate"
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
set sampleId, tagAlign, xcor, experimentId, biosample, factor, treatment, replicate, controlId, controlTagAlign from experimentRows
...
...
@@ -359,12 +361,12 @@ process callPeaksMACS {
peaksDesign = experimentPeaks
.map{ sampleId, peak, fcSignal, pvalueSignal, experimentId, biosample, factor, treatment, replicate, controlId ->
"$sampleId\t$peak\t$fcSignal\t$pvalueSignal\t$experimentId\t$biosample\t$factor\t$treatment\t$replicate\t$controlId\n"}
.collectFile(name:'design_peak.tsv', seed:"sample_id\tpeaks\tfc_signal\tpvalue_signal\texperiment_id\tbiosample\tfactor\ttreatment\treplicate\tcontrol_id\n", storeDir:"$
baseDir/output
/design")
.collectFile(name:'design_peak.tsv', seed:"sample_id\tpeaks\tfc_signal\tpvalue_signal\texperiment_id\tbiosample\tfactor\ttreatment\treplicate\tcontrol_id\n", storeDir:"$
outDir
/design")
// Calculate Consensus Peaks
process consensusPeaks {
publishDir "$
baseDir/output
/${task.process}", mode: 'copy'
publishDir "$
outDir
/${task.process}", mode: 'copy'
input:
...
...
This diff is collapsed.
Click to expand it.
workflow/scripts/experiment_qc.py
+
19
−
12
View file @
78b410c7
...
...
@@ -34,6 +34,11 @@ def get_args():
help
=
"
The design file to run QC (tsv format).
"
,
required
=
True
)
parser
.
add_argument
(
'
-e
'
,
'
--extension
'
,
help
=
"
Number of base pairs to extend the reads
"
,
type
=
int
,
required
=
True
)
args
=
parser
.
parse_args
()
return
args
...
...
@@ -51,7 +56,7 @@ def check_tools():
raise
Exception
(
'
Missing deeptools
'
)
def
generate_read_summary
(
design
):
def
generate_read_summary
(
design
,
extension
):
'''
Generate summary of data based on read counts.
'''
bam_files
=
'
'
.
join
(
design
[
'
bam_reads
'
])
...
...
@@ -59,8 +64,8 @@ def generate_read_summary(design):
mbs_filename
=
'
sample_mbs.npz
'
mbs_command
=
(
"
multiBamSummary bins -p %d --bamfiles %s --labels %s -out %s
"
%
(
cpu_count
(),
bam_files
,
labels
,
mbs_filename
)
"
multiBamSummary bins -p %d --bamfiles %s
--extendReads %d
--labels %s -out %s
"
%
(
cpu_count
(),
bam_files
,
extension
,
labels
,
mbs_filename
)
)
logger
.
info
(
"
Running deeptools with %s
"
,
mbs_command
)
...
...
@@ -90,7 +95,7 @@ def check_correlation(mbs):
out
,
err
=
spearman_correlation
.
communicate
()
def
check_coverage
(
design
):
def
check_coverage
(
design
,
extension
):
'''
Asses the sequencing depth of samples.
'''
bam_files
=
'
'
.
join
(
design
[
'
bam_reads
'
])
...
...
@@ -100,8 +105,8 @@ def check_coverage(design):
"
--ignoreDuplicates --minMappingQuality 10
"
coverage_command
=
(
"
plotCoverage -b %s --labels %s %s --plotFile %s
"
%
(
bam_files
,
labels
,
coverage_params
,
coverage_filename
)
"
plotCoverage -b %s
--extendReads %d
--labels %s %s --plotFile %s
"
%
(
bam_files
,
extension
,
labels
,
coverage_params
,
coverage_filename
)
)
logger
.
info
(
"
Running deeptools with %s
"
,
coverage_command
)
...
...
@@ -128,14 +133,14 @@ def update_controls(design):
return
design
def
check_enrichment
(
sample_id
,
control_id
,
sample_reads
,
control_reads
):
def
check_enrichment
(
sample_id
,
control_id
,
sample_reads
,
control_reads
,
extension
):
'''
Asses the enrichment per sample.
'''
fingerprint_filename
=
sample_id
+
'
_fingerprint.png
'
fingerprint_command
=
(
"
plotFingerprint -b %s %s --labels %s %s --plotFile %s
"
%
(
sample_reads
,
control_reads
,
sample_id
,
control_id
,
fingerprint_filename
)
"
plotFingerprint -b %s %s
--extendReads %d
--labels %s %s --plotFile %s
"
%
(
sample_reads
,
control_reads
,
extension
,
sample_id
,
control_id
,
fingerprint_filename
)
)
logger
.
info
(
"
Running deeptools with %s
"
,
fingerprint_command
)
...
...
@@ -147,6 +152,7 @@ def check_enrichment(sample_id, control_id, sample_reads, control_reads):
def
main
():
args
=
get_args
()
design
=
args
.
design
extension
=
args
.
extension
# Create a file handler
handler
=
logging
.
FileHandler
(
'
experiment_qc.log
'
)
...
...
@@ -159,11 +165,11 @@ def main():
design_df
=
pd
.
read_csv
(
design
,
sep
=
'
\t
'
)
# Run correlation
mbs_filename
=
generate_read_summary
(
design_df
)
mbs_filename
=
generate_read_summary
(
design_df
,
extension
)
check_correlation
(
mbs_filename
)
# Run coverage
check_coverage
(
design_df
)
check_coverage
(
design_df
,
extension
)
# Run enrichment
new_design_df
=
update_controls
(
design_df
)
...
...
@@ -172,7 +178,8 @@ def main():
row
[
'
sample_id
'
],
row
[
'
control_id
'
],
row
[
'
bam_reads
'
],
row
[
'
control_reads
'
])
row
[
'
control_reads
'
],
extension
)
if
__name__
==
'
__main__
'
:
...
...
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