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

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 footp...

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Detalles Bibliográficos
Autores principales: Pritt, Jacob, Langmead, Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5027496/
https://www.ncbi.nlm.nih.gov/pubmed/27298258
http://dx.doi.org/10.1093/nar/gkw540
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author Pritt, Jacob
Langmead, Ben
author_facet Pritt, Jacob
Langmead, Ben
author_sort Pritt, Jacob
collection PubMed
description 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.
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spelling pubmed-50274962016-09-21 Boiler: lossy compression of RNA-seq alignments using coverage vectors Pritt, Jacob Langmead, Ben Nucleic Acids Res Methods Online 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. Oxford University Press 2016-09-19 2016-06-13 /pmc/articles/PMC5027496/ /pubmed/27298258 http://dx.doi.org/10.1093/nar/gkw540 Text en © The Author(s) 2016. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Pritt, Jacob
Langmead, Ben
Boiler: lossy compression of RNA-seq alignments using coverage vectors
title Boiler: lossy compression of RNA-seq alignments using coverage vectors
title_full Boiler: lossy compression of RNA-seq alignments using coverage vectors
title_fullStr Boiler: lossy compression of RNA-seq alignments using coverage vectors
title_full_unstemmed Boiler: lossy compression of RNA-seq alignments using coverage vectors
title_short Boiler: lossy compression of RNA-seq alignments using coverage vectors
title_sort boiler: lossy compression of rna-seq alignments using coverage vectors
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5027496/
https://www.ncbi.nlm.nih.gov/pubmed/27298258
http://dx.doi.org/10.1093/nar/gkw540
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