Bioconductor toolchain for reproducible bioinformatics pipelines using Rcwl and RcwlPipelines

Bioinformatics. 2021 Oct 11;37(19):3351-3352. doi: 10.1093/bioinformatics/btab208.

Abstract

Summary: The Common Workflow Language (CWL) is used to provide portable and reproducible data analysis workflows across different tools and computing environments. We have developed Rcwl, an R interface to CWL, to provide easier development, use and maintenance of CWL pipelines from within R. We have also collected more than 100 pre-built tools and pipelines in RcwlPipelines, ready to be queried and used by researchers in their own analysis. A single-cell RNA sequencing preprocessing pipeline demonstrates use of the software.

Availability and implementation: Project website: https://rcwl.org (Rcwl: https://bioconductor.org/packages/Rcwl; RcwlPipelines: https://bioconductor.org/packages/RcwlPipelines).

Supplementary information: Supplementary data are available at Bioinformatics online.