Boiler: Lossy compression of RNA-seq alignments using coverage vectors

Jacob Pritt, Ben Langmead

Research output: Contribution to journalArticlepeer-review

Abstract

We describe Boiler, a new software tool for compressing and querying large collections of RNA-seq alignments. Boiler discards most per-read data, keeping only a genomic coverage vector plus a few empirical distributions summarizing the alignments. Since most per-read data is discarded, storage footprint is often much smaller than that achieved by other compression tools. Despite this, the most relevant per-read data can be recovered; we show that Boiler compression has only a slight negative impact on results given by downstream tools for isoform assembly and quantification. Boiler also allows the user to pose fast and useful queries without decompressing the entire file. Boiler is free open source software available from github.com/jpritt/boiler.

Original languageEnglish (US)
Article numbere133
JournalNucleic acids research
Volume44
Issue number16
DOIs
StatePublished - Sep 19 2016

ASJC Scopus subject areas

  • Genetics

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