hiplex_pipeline3.nf

#!/usr/bin/env nextflow

// Required Inputs
refFolder      = file("/projects/vh83/reference/genomes/b37/bwa_0.7.12_index/")
inputDirectory = file('/home/jste0021/vh83_scratch/projects/COMPLEXO_GENESIS_NF/fastqs')
tmp_dir        = file('/scratch/vh83/tmp/')

//project specific bed files

vardictBed       = file("/projects/vh83/reference/hiplex_complexo/COMPLEXO22_621716iii.8col.bed")
intervalFile     = file("/projects/vh83/reference/hiplex_complexo/COMPLEXO22_621716iii_final_b37_sorted.bed")

// Getting Reference Files
refBase          = "$refFolder/human_g1k_v37_decoy"
ref              = file("${refBase}.fasta")
refDict          = file("${refBase}.dict")
refFai           = file("${refBase}.fasta.fai")
millsIndels      = file("${refFolder}/accessory_files/Mills_and_1000G_gold_standard.indels.b37.vcf")
dbSNP            = file("${refFolder}/accessory_files/dbsnp_138.b37.vcf")
genome_file      = file("/projects/vh83/reference/genomes/b37/accessory_files/human_g1k_v37_decoy_GenomeFile.txt")
header           = file("/home/jste0021/vh83/reference/genomes/b37/vcf_contig_header_lines.txt")
af_thr           = 0.1

//Annotation resources
dbsnp_b37       = file("/projects/vh83/reference/genomes/b37/accessory_files/dbsnp_138.b37.vcf")
other_vep       = file("/usr/local/vep/90/ensembl-vep/cache")
vep_brcaex      = file("/projects/vh83/reference/annotation_databases/BRCA-Exchange/BRCA-exchange_accessed-180118/BRCA-exchange_accessed-180118.sort.vcf.gz")
vep_gnomad      = file("/projects/vh83/reference/annotation_databases/gnomAD/gnomad.exomes.r2.0.2.sites/gnomad.exomes.r2.0.2.sites.vcf.gz")
vep_revel       = file("/projects/vh83/reference/annotation_databases/REVEL/REVEL-030616/revel_all_chromosomes.vcf.gz")
vep_maxentscan  = file("/projects/vh83/reference/annotation_databases/MaxEntScan/MaxEntScan_accessed-240118")
vep_exac        = file("/projects/vh83/reference/annotation_databases/ExAC/ExAC_nonTCGA.r0.3.1/ExAC_nonTCGA.r0.3.1.sites.vep.vcf.gz")
vep_dbnsfp      = file("/projects/vh83/reference/annotation_databases/dbNSFP/dbNSFPv2.9.3-VEP/dbNSFP-2.9.3.gz")
vep_dbscsnv     = file("/projects/vh83/reference/annotation_databases/dbscSNV/dbscSNV1.0-VEP/dbscSNV.txt.gz")
vep_cadd        = file("/projects/vh83/reference/annotation_databases/CADD/CADD-v1.3/1000G_phase3.tsv.gz")

// Tools
picardJar      = '~/picard.jar'
bwaModule      = 'bwa/0.7.17-gcc5'
samtoolsModule = 'samtools/1.9'


// Global Resource Configuration Options
globalExecutor    = 'slurm'
globalStageInMode = 'symlink'
globalCores       = 1
bwaCores	      = 4
vepCores          = 4
globalMemoryS     = '6 GB'
globalMemoryM     = '8 GB'
globalMemoryL     = '64 GB'
globalTimeS       = '8m'
globalTimeM       = '1h'
globalTimeL       = '24h'
globalQueueS      = 'short'
globalQueueL      = 'comp'

// Creating channel from input directory
ch_inputFiles = Channel.fromFilePairs("$inputDirectory/*.R{1,2}.fastq.gz")


process align_bwa {

    input:
        set baseName, file(fastqs) from ch_inputFiles
    output:
        set baseName, file("${baseName}.hq.sorted.bam"), file("${baseName}.hq.sorted.bam.bai") into ch_mappedBams

    publishDir path: './bam_out', mode: 'copy'

    executor    globalExecutor
    stageInMode globalStageInMode
    module      bwaModule
    module      samtoolsModule
    cpus        bwaCores
    memory      globalMemoryM
    time        globalTimeM
    queue       globalQueueL

    """
    bwa mem -M -t ${task.cpus} -R "@RG\\tID:${baseName}\\tSM:${baseName}\\tPU:lib1\\tPL:Illumina" $ref ${fastqs[0]} ${fastqs[1]}  \
        | samtools view -u -h -q 1 -f 2 -F 4 -F 8 -F 256 - \
        | samtools sort -@ $bwaCores -o "${baseName}.hq.sorted.bam"
    samtools index "${baseName}.hq.sorted.bam" "${baseName}.hq.sorted.bam.bai"
    """
}

ch_mappedBams.into{ch_mappedBam1;ch_mappedBam2;ch_mappedBam3;ch_mappedBam4;ch_mappedBam5}

process run_vardict {

    input:
        set baseName, file(bam), file(bai) from ch_mappedBam1               
    output: 
        set baseName, file("${baseName}.tsv") into ch_vardictTSV           
    
    publishDir path: './variants_raw_out', mode: 'copy'                                    
    
    executor    globalExecutor                                                    
    stageInMode globalStageInMode                                                 
    memory      globalMemoryM 
    time        globalTimeM
    queue       globalQueueL 

    """
    export PATH=/home/jste0021/scripts/VarDict-1.5.8/bin/:$PATH
    VarDict -G ${ref} -f 0.1 -N "${baseName}" -b ${bam} -c 1 -S 2 -E 3 -g 4 ${vardictBed} > "${baseName}.tsv"
    """
}

process makeVCF {
    input:
        set baseName, file(tsv) from ch_vardictTSV
    output:
        set baseName, file("${baseName}.vardict.vcf") into ch_vardictVCFs
    
    publishDir path: './variants_raw_out', mode: 'copy'
    
    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    memory      globalMemoryM
    time        globalTimeL
    queue       globalQueueL

    script:

    """
    module purge
    module load R/3.5.1
    cat ${tsv} | /home/jste0021/scripts/VarDict-1.5.8/bin/teststrandbias.R | \
        /home/jste0021/scripts/VarDict-1.5.8/bin/var2vcf_valid.pl -N "${baseName}" \
        -f 0.1 -E > "${baseName}.vardict.vcf"
    """
}

process reheaderVCF {
    input:
        set baseName, file(vcf) from ch_vardictVCFs
    
    output:
        set baseName, file("${baseName}.reheader.vcf.gz") into ch_reheaderVCF

    publishDir path: './variants_raw_out', mode: 'copy'                                    
    
    module     'bcftools/1.8'
    executor    globalExecutor                                                    
    stageInMode globalStageInMode                                                 
    module      bwaModule
    memory      globalMemoryM 
    time        globalTimeM
    queue       globalQueueL

    script:
    """
    bcftools annotate -h ${header} -O z -o "${baseName}.reheader.vcf.gz" ${vcf}
    """

}


process sortVCFS {

    input:
        set baseName, file(vcf) from ch_reheaderVCF
    output:
        set baseName, file("${baseName}.sorted.vcf.gz") into ch_sortedVCF

    publishDir path: './variants_raw_out', mode: 'copy'                                    
    
    module     'bcftools/1.8'
    executor    globalExecutor                                                    
    stageInMode globalStageInMode                                                 
    module      bwaModule
    memory      globalMemoryM 
    time        globalTimeM
    queue       globalQueueL

    script:
    """
    bcftools sort -o "${baseName}.sorted.vcf.gz" -O z ${vcf}
    """
}

process indexVCFS {
    input:
        set baseName, file(vcf) from ch_sortedVCF
    output:
        set baseName, file(vcf), file("${baseName}.sorted.vcf.gz.tbi") into ch_indexedVCF

    publishDir path: './variants_raw_out', mode: 'copy'                                    
    
    module     'bcftools/1.8'
    executor    globalExecutor                                                    
    stageInMode globalStageInMode                                                 
    module      bwaModule
    memory      globalMemoryM 
    time        globalTimeM
    queue       globalQueueL

    script:
    """
    bcftools index -f --tbi ${vcf} -o ${baseName}.sorted.vcf.gz.tbi
    """
}

//duplicate ch_indexedVCF
ch_indexedVCF.into{ch_list;ch_files}
//set one version to a list of filenames of the VCF
ch_list.map { it -> it[1].name }
       .collectFile(name: 'list.txt', newLine: true)
       .set {ch_list_f}
//set the second to all the files
ch_files
    .collect()
    .set {ch_all_files}

//feed both to the merge so that the indexes are available to bcftools
process mergeVCFS {
    echo true
    publishDir './variants_merged/', mode: 'copy'
    input:
    file list from ch_list_f
    file '*' from ch_all_files
    
    output:
    file "merged.vardict.vcf.gz" into ch_mergedVCF

    module     'bcftools/1.8'
    executor    globalExecutor                                                    
    stageInMode globalStageInMode                                                 
    memory      globalMemoryM 
    time        globalTimeM
    queue       globalQueueL

    
    script: 
    
    """
    bcftools merge -O z -o "merged.vardict.vcf.gz" -l list.txt
    """
}


process vt_decompose_normalise {
        
    input:
        file(vcf) from ch_mergedVCF
    output:
        file("merged.vt.vcf.gz") into ch_vtDecomposeVCF

    publishDir path: './variants_merged', mode: 'copy'

    executor    globalExecutor
    stageInMode globalStageInMode
    module      'vt'
    memory      globalMemoryM
    time        globalTimeM
    queue       globalQueueL



    """
    vt decompose -s $vcf | vt normalize -r $ref -o merged.vt.vcf.gz -
    """
}

process apply_vep {

    input:
        file(vcf) from ch_vtDecomposeVCF
    output:
        file("merged.vt.vep.vcf.gz") into ch_vepVCF

    publishDir path: './variants_merged', mode: 'copy'

    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        vepCores
    memory      globalMemoryM
    time        globalTimeM
    queue       globalQueueL
    module      'vep/90'

    """
    vep --cache --dir_cache $other_vep \
                      --assembly GRCh37 --refseq --offline \
                      --fasta $ref \
                      --sift b --polyphen b --symbol --numbers --biotype \
                      --total_length --hgvs --format vcf \
                      --vcf --force_overwrite --flag_pick --no_stats \
                      --custom $vep_brcaex,brcaex,vcf,exact,0,Clinical_significance_ENIGMA,\
                      Comment_on_clinical_significance_ENIGMA,Date_last_evaluated_ENIGMA,\
                      Pathogenicity_expert,HGVS_cDNA,HGVS_Protein,BIC_Nomenclature \
                      --custom $vep_gnomad,gnomAD,vcf,exact,0,AF_NFE,AN_NFE \
                      --custom $vep_revel,RVL,vcf,exact,0,REVEL_SCORE \
                      --plugin MaxEntScan,$vep_maxentscan \
                      --plugin ExAC,$vep_exac,AC,AN \
                      --plugin dbNSFP,$vep_dbnsfp,REVEL_score,REVEL_rankscore \
                      --plugin dbscSNV,$vep_dbscsnv \
                      --plugin CADD,$vep_cadd \
                      --fork ${task.cpus} \
                      -i ${vcf} \
                      -o merged.vt.vep.vcf.gz
    """
}


/*
Stats Generation Section
*/

process InstersectBed {
    input:
        set sample, file(bam), file(bai) from ch_mappedBam2
    output:
        set sample, file("${sample}.intersectbed.bam") into ch_intersectBam
    
    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    memory      globalMemoryM
    time        globalTimeL
    queue       globalQueueL

    script:
    """
    module load bedtools/2.27.1-gcc5
    intersectBed -abam ${bam} -b ${intervalFile} > ${sample}.intersectbed.bam
    """
}

process CoverageBed {
    input:
        set sample, file(bam), file(bai) from ch_mappedBam3
    output:
        set sample, file("${sample}.bedtools_hist_all.txt") into ch_bedtools
    
    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    memory      globalMemoryM
    time        globalTimeL
    queue       globalQueueL
    errorStrategy 'ignore'

    script:
    """
    module load bedtools/2.27.1-gcc5
    coverageBed -b ${bam} -a ${intervalFile} \
        -sorted -hist -g ${genome_file} | \
        grep all > "${sample}.bedtools_hist_all.txt"
    """
}

process ReadsMapped {
    input:
        set sample, file(bam), file(bai) from ch_mappedBam4
    output:
        set sample, file("${sample}.mapped_to_genome.txt") into ch_onGenome

    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    module      'samtools/1.9'
    memory      globalMemoryM
    time        globalTimeL
    queue       globalQueueL
    errorStrategy 'ignore'
    
    script:
    """
    samtools view -c -F4 ${bam} > "${sample}.mapped_to_genome.txt"
    """
}

process ReadsTotal {
    input:
        set sample, file(bam), file(bai) from ch_mappedBam5
    output:
        set sample, file("${sample}.total_raw_reads.txt") into ch_onTotal

    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    module      'samtools/1.9'
    memory      globalMemoryM
    time        globalTimeL
    queue       globalQueueL
    errorStrategy 'ignore'
    
    script:
    """
    samtools view -c ${bam} > "${sample}.total_raw_reads.txt"
    """
}
    
process TargetMapped {
    input:
        set sample, file(bam) from ch_intersectBam
    output:
        set sample, file("${sample}.mapped_to_target.txt") into ch_onTarget

    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    memory      globalMemoryM
    module      'samtools/1.9'
    time        globalTimeL
    queue       globalQueueL
    errorStrategy 'ignore'

    script:
    """
    samtools view -c -F4 ${bam} > ${sample}.mapped_to_target.txt
    """
}

ch_final = ch_bedtools.join(ch_onGenome)
ch_final2 = ch_final.join(ch_onTarget)
ch_final3 = ch_final2.join(ch_onTotal)

process collateData {
    input:
        set sample, file(bedtools), file(onGenome), file(onTarget), file(onTotal) from ch_final3
    output:
        set sample, file("${sample}_summary_coverage.txt") into ch_out

    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    memory      globalMemoryM
    time        globalTimeL
    queue       globalQueueL
    errorStrategy 'ignore'

    script:
    """
    module purge
    module load R/3.5.1
    Rscript --vanilla /projects/vh83/pipelines/code/modified_summary_stat.R \
            ${bedtools} \
            ${onGenome} \
            ${onTarget} \
            ${onTotal} \
            ${sample} \
            "${sample}_summary_coverage.txt"
    """
}

ch_out.map{a,b -> b}.collect().set{ch_out2}

process catStats {

    input:
        file(stats) from ch_out2
    output:
        file("project_summary.txt") into ch_out3
    
    publishDir path: './metrics/', mode: 'copy'

    executor    globalExecutor
    stageInMode globalStageInMode
    cpus        1
    memory      globalMemoryM
    time        globalTimeL
    queue       globalQueueL
    errorStrategy 'ignore'

    script:
    """
    cat ${stats} > "project_summary.txt"
    """

}