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Quantifying abundances of transcripts from RNA-Seq data

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kallisto

kallisto is a program for quantifying abundances of transcripts from RNA-Seq data, or more generally of target sequences using high-throughput sequencing reads. It is based on the novel idea of pseudoalignment for rapidly determining the compatibility of reads with targets, without the need for alignment.

Overview

Dependencies

Usage

Cromwell

java -jar cromwell.jar run kallisto.wdl --inputs inputs.json

Inputs

Required workflow parameters:

Parameter Value Description
fastqR1 File Input fastqR1 file for analysis sample
fastqR2 File Input fastqR2 file for analysis sample
outputFileNamePrefix String Output prefix, customizable.

Optional workflow parameters:

Parameter Value Default Description

Optional task parameters:

Parameter Value Default Description
runKallisto.modules String "kallisto/0.50.0 kallisto-transcriptome-index/0.50.0" Names and versions of modules
runKallisto.timeout Int 48 Timeout in hours, needed to override imposed limits
runKallisto.jobMemory Int 12 Memory in Gb for this job

Outputs

Output Type Description
abundanceH5 File {'description': 'a HDF5 binary file containing run info, abundance esimates, bootstrap estimates, and transcript length information length. This file can be read in by sleuth', 'vidarr_label': 'abundanceH5'}
abundanceTsv File {'description': 'a plaintext file of the abundance estimates. It does not contains bootstrap estimates.', 'vidarr_label': 'abundanceTsv'}
runinfoJson File {'description': 'a json file containing information about the run', 'vidarr_label': 'runinfoJson'}

Commands

This section lists command(s) run by WORKFLOW workflow

  • Running WORKFLOW

=== Description here ===.

<<< $KALLISTO_ROOT/bin/kallisto quant
-i $KALLISTO_TRANSCRIPTOME_INDEX_ROOT/transcriptome_kallisto0.50.0_ensembl104.idx
--bootstrap-samples=120
-o outputDir
-t 5
~{fastqR1}
~{fastqR2}

     mv outputDir/abundance.h5 ~{sampleID}.abundance.h5 
     mv outputDir/abundance.tsv  ~{sampleID}.abundance.tsv
     mv outputDir/run_info.json ~{sampleID}.run_info.json
 >>>

Support

For support, please file an issue on the Github project or send an email to gsi@oicr.on.ca .

Generated with generate-markdown-readme (https://github.com/oicr-gsi/gsi-wdl-tools/)

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Quantifying abundances of transcripts from RNA-Seq data

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