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LBMC
RMI2
RMI2 pipelines
Commits
ba76a948
Commit
ba76a948
authored
Jul 2, 2020
by
elabaron
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add RNAseq worflow for illumina libraries
parent
12b1d9fb
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src/RNAseq_illumina.nf
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ba76a948
/*
* RNAseq Analysis pipeline
*/
params
.
fastq_raw
=
"data/demultiplexed/*{_R1,_R2}.fastq.gz"
params
.
output
=
"results"
Channel
.
fromFilePairs
(
params
.
fastq_raw
)
.
ifEmpty
{
error
"Cannot find any file matching: ${params.fastq_raw}"
}
.
set
{
fastq_raw_channel
}
/* Trimming by quality */
process
trimming
{
tag
"$file_id"
cpus
4
publishDir
"${params.output}/01_cutadapt/"
,
mode:
'copy'
echo
true
input:
set
file_id
,
file
(
reads
)
from
fastq_raw_channel
output:
set
file_id
,
"*cut_{R1,R2}.fastq.gz"
into
fastq_files_cut
file
"*.txt"
into
rapport_UrQt
script:
"""
cutadapt -a AGATCGGAAGAGCACACGTCTGAACTCCAGTCA -A AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT \
--minimum-length 50 \
-o ${file_id}_cut_R1.fastq.gz -p ${file_id}_cut_R2.fastq.gz \
${reads[0]} ${reads[1]} > ${file_id}_report.txt
"""
}
/* rRNA and tRNA filtering */
params
.
indexrRNA
=
"/Xnfs/lbmcdb/Ricci_team/shared_data/genomes/human_rRNA_tRNA/*.bt2"
log
.
info
"index files : ${params.indexrRNA}"
Channel
.
fromPath
(
params
.
indexrRNA
)
.
ifEmpty
{
error
"Cannot find any index files matching: ${params.indexrRNA}"
}
.
set
{
rRNA_index_files
}
process
rRNA_removal
{
tag
"$file_id"
cpus
8
publishDir
"${params.output}/02_rRNA_depletion/"
,
mode:
'copy'
input:
set
file_id
,
file
(
reads
)
from
fastq_files_cut
file
index
from
rRNA_index_files
.
toList
()
output:
set
file_id
,
"*.fastq.gz"
into
rRNA_removed_files
file
"*.txt"
into
bowtie_report
script:
index_id
=
index
[
0
]
for
(
index_file
in
index
)
{
if
(
index_file
=~
/.*\.1\.bt2/
&&
!(
index_file
=~
/.*\.rev\.1\.bt2/
))
{
index_id
=
(
index_file
=~
/(.*)\.1\.bt2/
)[
0
][
1
]
}
}
"""
bowtie2 --sensitive -p ${task.cpus} -x ${index_id} \
-1 ${reads[0]} -2 ${reads[1]} --un-conc-gz ${file_id}_R%.fastq.gz 2> \
${file_id}_bowtie2_report.txt > /dev/null
if grep -q "Error " ${file_id}_bowtie2_report.txt; then
exit 1
fi
"""
}
/* mapping against human genome with hisat2 */
params
.
index_hg38
=
"/media/adminmanu/Stockage/HISAT2_index_hg38_tran/*.ht2"
log
.
info
"index : ${params.index_hg38}"
Channel
.
fromPath
(
params
.
index_hg38
)
.
ifEmpty
{
error
"Cannot find any index files matching: ${params.index_hg38}"
}
.
set
{
index_file_hg38
}
process
hisat2_human
{
tag
"$file_id"
publishDir
"${params.output}/03_hisat2/"
,
mode:
'copy'
errorStrategy
'finish'
input:
set
file_id
,
file
(
fastq_filtred
)
from
rRNA_removed_files
file
index
from
index_file_hg38
.
toList
()
output:
file
"*.fastq.gz"
into
reads_non_aligned_hg38
set
file_id
,
"*_sorted.{bam,bam.bai}"
into
sorted_bam_files
file
"*.txt"
into
hisat_report
script:
index_id
=
index
[
0
]
for
(
index_file
in
index
)
{
if
(
index_file
=~
/.*\.1\.ht2/
&&
!(
index_file
=~
/.*\.rev\.1\.ht2/
))
{
index_id
=
(
index_file
=~
/(.*)\.1\.ht2/
)[
0
][
1
]
}
}
"""
hisat2 -x ${index_id} -p ${task.cpus} \
-1 ${fastq_filtred[0]} -2 ${fastq_filtred[1]} \
--un-conc-gz ${file_id}_notaligned_R%.fastq.gz \
--rna-strandness 'F' 2> ${file_id}_hisat2_hg38.txt | samtools view -bS -F 4 -o ${file_id}.bam
if grep -q "ERR" ${file_id}_hisat2_hg38.txt; then
exit 1
fi
samtools sort -@ ${task.cpus} -O BAM -o ${file_id}_sorted.bam ${file_id}.bam
samtools index ${file_id}_sorted.bam
"""
}
/* HTseq */
process
sort_bam
{
tag
"$file_id"
input:
set
file_id
,
file
(
bam
)
from
sorted_bam_files
output:
set
file_id
,
"*_htseq.bam"
into
sorted_bam_files_2
script:
"""
samtools sort -@ ${task.cpus} -n -O BAM -o ${file_id}_htseq.bam ${bam[0]}
"""
}
params
.
gtf
=
"$baseDir/data/annotation/*.gtf"
log
.
info
"gtf files : ${params.gtf}"
Channel
.
fromPath
(
params
.
gtf
)
.
ifEmpty
{
error
"Cannot find any gtf file matching: ${params.gtf}"
}
.
set
{
gtf_file
}
process
counting
{
tag
"$file_id"
publishDir
"${params.output}/04_HTseq/"
,
mode:
'copy'
input:
set
file_id
,
file
(
bam
)
from
sorted_bam_files_2
file
gtf
from
gtf_file
.
toList
()
output:
file
"*.count"
into
count_files
script:
"""
htseq-count ${bam[0]} ${gtf} \
--mode=intersection-nonempty \
-a 10 \
-s yes \
-t CDS \
-i gene_id \
-f bam \
> ${file_id}_CDS.count
htseq-count ${bam[0]} ${gtf} \
--mode=intersection-nonempty \
-a 10 \
-s yes \
-t exon \
-i gene_id \
-f bam \
> ${file_id}_exon.count
"""
}
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