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Megadepth: efficient coverage quantification for BigWigs and BAMs

MOTIVATION: A common way to summarize sequencing datasets is to quantify data lying within genes or other genomic intervals. This can be slow and can require different tools for different input file types. RESULTS: Megadepth is a fast tool for quantifying alignments and coverage for BigWig and BAM/C...

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Autores principales: Wilks, Christopher, Ahmed, Omar, Baker, Daniel N, Zhang, David, Collado-Torres, Leonardo, Langmead, Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528031/
https://www.ncbi.nlm.nih.gov/pubmed/33693500
http://dx.doi.org/10.1093/bioinformatics/btab152
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author Wilks, Christopher
Ahmed, Omar
Baker, Daniel N
Zhang, David
Collado-Torres, Leonardo
Langmead, Ben
author_facet Wilks, Christopher
Ahmed, Omar
Baker, Daniel N
Zhang, David
Collado-Torres, Leonardo
Langmead, Ben
author_sort Wilks, Christopher
collection PubMed
description MOTIVATION: A common way to summarize sequencing datasets is to quantify data lying within genes or other genomic intervals. This can be slow and can require different tools for different input file types. RESULTS: Megadepth is a fast tool for quantifying alignments and coverage for BigWig and BAM/CRAM input files, using substantially less memory than the next-fastest competitor. Megadepth can summarize coverage within all disjoint intervals of the Gencode V35 gene annotation for more than 19 000 GTExV8 BigWig files in approximately 1 h using 32 threads. Megadepth is available both as a command-line tool and as an R/Bioconductor package providing much faster quantification compared to the rtracklayer package. AVAILABILITY AND IMPLEMENTATION: https://github.com/ChristopherWilks/megadepth, https://bioconductor.org/packages/megadepth. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-85280312021-10-20 Megadepth: efficient coverage quantification for BigWigs and BAMs Wilks, Christopher Ahmed, Omar Baker, Daniel N Zhang, David Collado-Torres, Leonardo Langmead, Ben Bioinformatics Applications Notes MOTIVATION: A common way to summarize sequencing datasets is to quantify data lying within genes or other genomic intervals. This can be slow and can require different tools for different input file types. RESULTS: Megadepth is a fast tool for quantifying alignments and coverage for BigWig and BAM/CRAM input files, using substantially less memory than the next-fastest competitor. Megadepth can summarize coverage within all disjoint intervals of the Gencode V35 gene annotation for more than 19 000 GTExV8 BigWig files in approximately 1 h using 32 threads. Megadepth is available both as a command-line tool and as an R/Bioconductor package providing much faster quantification compared to the rtracklayer package. AVAILABILITY AND IMPLEMENTATION: https://github.com/ChristopherWilks/megadepth, https://bioconductor.org/packages/megadepth. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-03-08 /pmc/articles/PMC8528031/ /pubmed/33693500 http://dx.doi.org/10.1093/bioinformatics/btab152 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Wilks, Christopher
Ahmed, Omar
Baker, Daniel N
Zhang, David
Collado-Torres, Leonardo
Langmead, Ben
Megadepth: efficient coverage quantification for BigWigs and BAMs
title Megadepth: efficient coverage quantification for BigWigs and BAMs
title_full Megadepth: efficient coverage quantification for BigWigs and BAMs
title_fullStr Megadepth: efficient coverage quantification for BigWigs and BAMs
title_full_unstemmed Megadepth: efficient coverage quantification for BigWigs and BAMs
title_short Megadepth: efficient coverage quantification for BigWigs and BAMs
title_sort megadepth: efficient coverage quantification for bigwigs and bams
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528031/
https://www.ncbi.nlm.nih.gov/pubmed/33693500
http://dx.doi.org/10.1093/bioinformatics/btab152
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