The R package Rsubread is easier, faster, cheaper and better for alignment and quantification of RNA sequencing reads
The University of Melbourne · Walter and Eliza Hall Institute of Medical Research
Abstract
We present Rsubread, a Bioconductor software package that provides high-performance alignment and read counting functions for RNA-seq reads. Rsubread is based on the successful Subread suite with the added ease-of-use of the R programming environment, creating a matrix of read counts directly as an R object ready for downstream analysis. It integrates read mapping and quantification in a single package and has no software dependencies other than R itself. We demonstrate Rsubread's ability to detect exon-exon junctions de novo and to quantify expression at the level of either genes, exons or exon junctions. The resulting read counts can be input directly into a wide range of downstream statistical analyses…
Citation impact
- FWCI
- 105.70
- Percentile
- 100%
- References
- 31
Authors
3Topics & keywords
- Bioconductor
- Software
- Biology
- Computer science
- Exon
- R package
- Computational biology
- Downstream (manufacturing)
- Industry, innovation and infrastructure