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Software for Computing and Annotating Genomic Ranges

We describe Bioconductor infrastructure for representing and computing on annotated genomic ranges and integrating genomic data with the statistical computing features of R and its extensions. At the core of the infrastructure are three packages: IRanges, GenomicRanges, and GenomicFeatures. These pa...

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Detalles Bibliográficos
Autores principales: Lawrence, Michael, Huber, Wolfgang, Pagès, Hervé, Aboyoun, Patrick, Carlson, Marc, Gentleman, Robert, Morgan, Martin T., Carey, Vincent J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3738458/
https://www.ncbi.nlm.nih.gov/pubmed/23950696
http://dx.doi.org/10.1371/journal.pcbi.1003118
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author Lawrence, Michael
Huber, Wolfgang
Pagès, Hervé
Aboyoun, Patrick
Carlson, Marc
Gentleman, Robert
Morgan, Martin T.
Carey, Vincent J.
author_facet Lawrence, Michael
Huber, Wolfgang
Pagès, Hervé
Aboyoun, Patrick
Carlson, Marc
Gentleman, Robert
Morgan, Martin T.
Carey, Vincent J.
author_sort Lawrence, Michael
collection PubMed
description We describe Bioconductor infrastructure for representing and computing on annotated genomic ranges and integrating genomic data with the statistical computing features of R and its extensions. At the core of the infrastructure are three packages: IRanges, GenomicRanges, and GenomicFeatures. These packages provide scalable data structures for representing annotated ranges on the genome, with special support for transcript structures, read alignments and coverage vectors. Computational facilities include efficient algorithms for overlap and nearest neighbor detection, coverage calculation and other range operations. This infrastructure directly supports more than 80 other Bioconductor packages, including those for sequence analysis, differential expression analysis and visualization.
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spelling pubmed-37384582013-08-15 Software for Computing and Annotating Genomic Ranges Lawrence, Michael Huber, Wolfgang Pagès, Hervé Aboyoun, Patrick Carlson, Marc Gentleman, Robert Morgan, Martin T. Carey, Vincent J. PLoS Comput Biol Research Article We describe Bioconductor infrastructure for representing and computing on annotated genomic ranges and integrating genomic data with the statistical computing features of R and its extensions. At the core of the infrastructure are three packages: IRanges, GenomicRanges, and GenomicFeatures. These packages provide scalable data structures for representing annotated ranges on the genome, with special support for transcript structures, read alignments and coverage vectors. Computational facilities include efficient algorithms for overlap and nearest neighbor detection, coverage calculation and other range operations. This infrastructure directly supports more than 80 other Bioconductor packages, including those for sequence analysis, differential expression analysis and visualization. Public Library of Science 2013-08-08 /pmc/articles/PMC3738458/ /pubmed/23950696 http://dx.doi.org/10.1371/journal.pcbi.1003118 Text en © 2013 Lawrence et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Lawrence, Michael
Huber, Wolfgang
Pagès, Hervé
Aboyoun, Patrick
Carlson, Marc
Gentleman, Robert
Morgan, Martin T.
Carey, Vincent J.
Software for Computing and Annotating Genomic Ranges
title Software for Computing and Annotating Genomic Ranges
title_full Software for Computing and Annotating Genomic Ranges
title_fullStr Software for Computing and Annotating Genomic Ranges
title_full_unstemmed Software for Computing and Annotating Genomic Ranges
title_short Software for Computing and Annotating Genomic Ranges
title_sort software for computing and annotating genomic ranges
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3738458/
https://www.ncbi.nlm.nih.gov/pubmed/23950696
http://dx.doi.org/10.1371/journal.pcbi.1003118
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