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iarcbioinfo/alignment-nf

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By International Agency for Research on Cancer

•Updated over 5 years ago

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iarcbioinfo/alignment-nf repository overview

⁠alignment-nf

⁠Nextflow pipeline for BAM realignment or fastq alignment

CircleCI Docker Hub https://www.singularity-hub.org/static/img/hosted-singularity--hub-%23e32929.svg

Workflow representation

⁠Description

Nextflow pipeline to perform BAM realignment or fastq alignment and QC, with/without local indel realignment and base quality score recalibration.

⁠Dependencies

  1. Nextflow : for common installation procedures see the IARC-nf⁠ repository.
⁠Basic fastq alignment
  1. bwa2⁠ (default) or bwa⁠
  2. samblaster⁠
  3. sambamba⁠
⁠BAM files realignment
  1. samtools⁠
⁠Adapter sequence trimming
  1. AdapterRemoval⁠
⁠ALT contigs handling
  1. the k8 javascript execution shell (e.g., available in the bwakit⁠ archive); must be in the PATH
  2. javascript bwa-postalt.js and the additional fasta reference .alt file from bwakit⁠ must be in the same directory as the reference genome file.
⁠QC
  1. Qualimap⁠.
  2. Multiqc⁠.
⁠Base quality score recalibration
  1. GATK4⁠; wrapper 'gatk' must be in the path
  2. GATK bundle⁠ VCF files with lists of indels and SNVs (recommended: Mills gold standard indels VCFs, dbsnp VCF), and corresponding tabix indexes (.tbi)

A conda receipe, and docker and singularity containers are available with all the tools needed to run the pipeline (see "Usage")

⁠Input

TypeDescription
--input_foldera folder with fastq files or bam files

⁠Parameters

NameExample valueDescription
--refhg19.fastagenome reference with its index files (.fai, .sa, .bwt, .ann, .amb, .pac, and .dict; in the same directory)
NameDefault valueDescription
--input_filenullInput file (comma-separated) with 4 columns: SM (sample name), RG (read group ID), pair1 (first fastq of the pair), and pair2 (second fastq of the pair).
--output_folder.Output folder for aligned BAMs
--cpu8number of CPUs
--cpu_BQSR2number of CPUs for GATK base quality score recalibration
--mem32memory
--mem_BQSR10memory for GATK base quality score recalibration
--RGPL:ILLUMINAsequencing information for aligned (for bwa)
--fastq_extfastq.gzextension of fastq files
--suffix1_1suffix for second element of read files pair
--suffix2_2suffix for second element of read files pair
--bedbed file with interval list
--snp_vcfdbsnp.vcfpath to SNP VCF from GATK bundle (default : dbsnp.vcf)
--indel_vcfMills_1000G_indels.vcfpath to indel VCF from GATK bundle (default : Mills_1000G_indels.vcf)
--postaltjsbwa-postalt.js"path to postalignment javascript bwa-postalt.js
--feature_filenullPath to feature file for qualimap
--multiqc_confignullconfig yaml file for multiqc
--adapterremoval_optnullCommand line options for AdapterRemoval
--bwa_membwa-mem2 membwa-mem command; use "bwa mem" to switch to regular bwa-mem (both are in the docker and singularity containers)

Flags are special parameters without value.

NameDescription
--helpprint usage and optional parameters
--trimenable adapter sequence trimming
--recalibrationperform quality score recalibration (GATK)
--altenable alternative contig handling (for reference genome hg38)
--bwa_option_MTrigger the -M option in bwa and the corresponding compatibility option in samblaster (marks shorter split hits as secondary)

⁠Usage

To run the pipeline on a series of fastq or BAM files in folder input and a fasta reference file hg19.fasta, one can type:

nextflow run iarcbioinfo/alignment-nf -r v1.3 -profile singularity  --input_folder input/ --ref hg19.fasta --output_folder output

To run the pipeline without singularity just remove "-profile singularity". Alternatively, one can run the pipeline using a docker container (-profile docker) the conda receipe containing all required dependencies (-profile conda).

⁠Use bwa-mem instead of bwa-mem2

To use bwa-mem, one can type:

nextflow run iarcbioinfo/alignment-nf -r v1.3 -profile singularity  --input_folder input/ --ref hg19.fasta --output_folder output --bwa_mem "bwa mem"
⁠Enable adapter trimming

To use the adapter trimming step, you must add the --trim option, as well as satisfy the requirements above mentionned. For example:

nextflow run iarcbioinfo/alignment-nf -r v1.3 -profile singularity  --input_folder input/ --ref hg19.fasta --output_folder output --trim
⁠Enable ALT mode

To use the alternative contigs handling mode, you must provide the path to an ALT aware genome reference (e.g., hg38) AND add the --alt option, as well as satisfy the above-mentionned requirements. For example:

nextflow run iarcbioinfo/alignment-nf -r v1.3 -profile singularity  --input_folder input/ --ref hg19.fasta --output_folder output --postaltjs /user/bin/bwa-0.7.15/bwakit/bwa-postalt.js --alt
⁠Enable base quality score recalibration

To use the base quality score recalibration step, you must provide the path to 2 GATK bundle VCF files with lists of known snps and indels, respectively, AND add the --recalibration option, as well as satisfy the requirements above mentionned. For example:

nextflow run iarcbioinfo/alignment-nf -r v1.3 -profile singularity  --input_folder input/ --ref hg19.fasta --output_folder output --snp_vcf GATKbundle/dbsnp.vcf.gz --indel_vcf GATKbundle/Mills_1000G_indels.vcf.gz --recalibration

⁠Output

TypeDescription
BAM/folder with BAM and BAI files of alignments or realignments
QC/BAM/multiqc_qualimap_flagstat_*report.htmlmultiQC report for qualimap and samtools flagstat (duplicates)
QC/BAM/multiqc_qualimap_flagstat_*report_datadata used for the multiQC report
QC/qualimap/file_BQSRecalibrated.stats.txtqualimap summary file
QC/qualimap/file_BQSRecalibrated/qualimap files
QC/BAM/BQSR/GATK base quality score recalibration outputs (tables and pdf comparing scores before/after recalibration)

⁠Directed Acyclic Graph

DAG

⁠FAQ

⁠Why did Indel realignment disappear from version 1.0?

Indel realignment was removed following new GATK best practices for pre-processing.

⁠Contributions

NameEmailDescription
Nicolas Alcala*[email protected]⁠Developer to contact for support
Catherine Voegele[email protected]⁠Tester
Vincent Cahais[email protected]⁠Tester
Alexis Robitaille[email protected]⁠Tester

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