articleNucleic Acids ResearchFeb 17, 2019GOLD OA

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

PubMed
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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…

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Topics & keywords

Keywords
  • Bioconductor
  • Software
  • Biology
  • Computer science
  • Exon
  • R package
  • Computational biology
  • Downstream (manufacturing)
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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