Nextflow pipeline - GATK error
0
0
Entering edit mode
5 months ago

Hello all! I have been facing a peristent issue with GATK in my nextflow pipeline.

I have attached my script below. The error I am facing is in the applyBQSR step: Nextflow keeps telling me "chr7.fa" (the reference fasta file) does not exist. How do I troubleshoot this? All the previous steps are working properly. I also made sure the chr7.fa file exists in the specified directory. Please help if you can, thanks!

params.refgenome = "/home/mahe/eesha/transcriptome.fa"
params.outdir = "/home/mahe/eesha/temp_results/"
params.inputdir = "/home/mahe/eesha/temp_data/"
params.sampleid = "gut"
params.vcf_file = "/home/mahe/eesha/known_sites.vcf"

log.info"""\
refgenome: ${params.refgenome}
outdir: ${params.outdir}
inputdir: ${params.inputdir}
sampleid: ${params.sampleid}
vcf_file: ${params.vcf_file}
"""

process indexing {
    container 'biocontainers/bwa:v0.7.17_cv1'

    publishDir params.outdir, mode: "copy"   

    input:
    path refgenome

    output:
    path 'bwa_indexes'

    script:
    """
    mkdir -p bwa_indexes
    bwa index ${refgenome} -p ${refgenome}
    mv ${refgenome.baseName}* ./bwa_indexes
    """
}

process samtools_index {
    container 'mgibio/samtools:1.15.1-buster'

    publishDir params.outdir, mode: "copy"

    input:
    path bwa_indexes
    path refgenome

    output:
    path 'bwa_indexes'

    script:
    """
    samtools faidx ${params.refgenome}
    samtools dict ${params.refgenome} --output ${refgenome.baseName}.fa.dict
    mv ${params.refgenome}.fai /home/mahe/eesha/temp_results/bwa_indexes
    """
}

process bwa_alignment {
    container 'biocontainers/bwa:v0.7.17_cv1'

    publishDir params.outdir, mode: "copy"

    input:
    path bwa_indexes
    path inputdir
    val sampleid

    output:
    path 'alignment_results'

    script:
    """
    mkdir alignment_results
    bwa mem -M -R "@RG\\tID:${sampleid}\\tSM:${sampleid}" $bwa_indexes/*.fa ${inputdir}/${sampleid}_1.fq ${inputdir}/${sampleid}_2.fq > alignment_${sampleid}.sam
    mv alignment_${sampleid}.sam ./alignment_results
    """
}

process samtools_sort_index {
    container 'mgibio/samtools:1.15.1-buster'

    input:
    path alignment_results
    val sampleid

    output:
    path 'alignment_results'

    script:
    """
    samtools view -b -S $alignment_results/alignment_${sampleid}.sam | samtools sort -o sorted_${sampleid}.bam
    samtools index sorted_${sampleid}.bam
    mv sorted_${sampleid}.bam ./alignment_results
    """
}

process markdups_gatk {

    container 'broadinstitute/gatk:4.5.0.0'

    publishDir params.outdir, mode: "copy"

    input:
    path alignment_results

    output:
    path 'dedup_result'

    script:
    """
    mkdir dedup_result
    gatk MarkDuplicates -I $alignment_results/sorted_${params.sampleid}.bam -O sorted_dedup_${params.sampleid}.bam -M sorted_dedup_metrics_${params.sampleid}.txt
    mv sorted_dedup_* ./dedup_result
    """
}

process markdups_samtools_index {

    container 'mgibio/samtools:1.15.1-buster'

    publishDir params.outdir, mode: "copy"

    input:
    path dedup_result

    output:
    path 'dedup_result'

    script:
    """
    samtools index $dedup_result/sorted_dedup_${params.sampleid}.bam
    """
}


process readgroups {

  container 'broadinstitute/gatk:4.5.0.0'

  publishDir params.outdir, mode: "copy"

  input:
    path dedup_result
    path vcf_file

  output:
    path 'dedup_result'

  script:
    """
    gatk AddOrReplaceReadGroups -I $dedup_result/sorted_dedup_${params.sampleid}.bam -O rg_sorted_dedup_${params.sampleid}.bam -LB readgroup -PL illumina -PU ESWJFHU537GDFJK -SM Sample-SRA
    mv rg_sorted_dedup* ./dedup_result
    gatk IndexFeatureFile --input ${params.vcf_file}
    mv known_sites* ./dedup_result
    """
}

process baserecal {

  container 'broadinstitute/gatk:4.5.0.0'

  publishDir params.outdir, mode: "copy"

  input:
    path bwa_indexes
    path dedup_result
    path vcf_file

  output:
    path 'recal_report'
  script:
    """
    mkdir recal_report
    gatk BaseRecalibrator -R $bwa_indexes/transcriptome.fa -I $dedup_result/rg_sorted_dedup_${params.sampleid}.bam --known-sites ${params.vcf_file} -O recal_report_${params.sampleid}.table
    mv recal_report_* ./recal_report
    """
}

process apply_bqsr {

  container 'broadinstitute/gatk:4.5.0.0'

  publishDir params.outdir, mode:"copy"

  input:
    path bwa_indexes
    path dedup_result
    path recal_report

  output:
    path 'recal_report'

  script:
    """
    gatk ApplyBQSR -R $bwa_indexes/transcriptome.fa -I $dedup_result/rg_sorted_dedup_${params.sampleid}.bam --bqsr-recal-file $recal_report/recal_report_${params.sampleid}.table -O recalibrated_${params.sampleid}.bam
    mv recalibrated_* ./recal_report
    """
}

process haplo {

  container 'broadinstitute/gatk:4.5.0.0'

  publishDir params.outdir, mode:"copy"

  input:
    path bwa_indexes
    path recal_report

  output:
    path 'variant_file'

  script:
    """
    mkdir variant_file
    gatk HaplotypeCaller -R $bwa_indexes/transcriptome.fa -I $recal_report/recalibrated_${params.sampleid}.bam -O variants_${params.sampleid}.vcf
    mv variants_* ./variant_file
    """
}

workflow {
  bwa_index_files = indexing(params.refgenome)
  samtools_indexes = samtools_index(bwa_index_files, params.refgenome)
  sorted_bam_file = bwa_alignment(bwa_index_files, params.inputdir, params.sampleid)
  sorted_bam_with_index = samtools_sort_index(sorted_bam_file, params.sampleid)
  dedup_file = markdups_gatk(sorted_bam_with_index)
  dedup_file_with_index = markdups_samtools_index(dedup_file)
  rg_sorted_file = readgroups(dedup_file, params.vcf_file)
  recalibration_report = baserecal(bwa_index_files, rg_sorted_file, params.vcf_file)
  recalibrated_bam_file = apply_bqsr(bwa_index_files, rg_sorted_file, recalibration_report)
  haplo(bwa_index_files, recalibrated_bam_file)
}
nextflow applyBQSR gatk • 424 views
ADD COMMENT
0
Entering edit mode

not an answer but all those ' publishDir params.outdir, mode: "copy"' are most probably useless. You just want the final output

ADD REPLY
0
Entering edit mode

try to debug what's happening in bqsr and show us the error(s).

  hostname 1>&2
  ls -lah "$bwa_indexes/" 1>&2
  ls -lah "$bwa_indexes/transcriptome.fa" 1>&2  

    gatk ApplyBQSR -R $bwa_indexes/transcriptome.fa -I $dedup_result/rg_sorted_dedup_${params.sampleid}.bam --bqsr-recal-file $recal_report/recal_report_${params.sampleid}.table -O recalibrated_${params.sampleid}.bam
    mv recalibrated_* ./recal_report
ADD REPLY
0
Entering edit mode

not an answer but using:

params.sampleid = "gut"

is probably wrong. You most probably want your workflow to scale with more than one sample. Use a params.samplesheet and process it with splitCsv

ADD REPLY

Login before adding your answer.

Traffic: 2038 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6