Cargando…
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...
Autores principales: | , , , , , , , |
---|---|
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 |
_version_ | 1782476839258685440 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3738458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lawrencemichael softwareforcomputingandannotatinggenomicranges AT huberwolfgang softwareforcomputingandannotatinggenomicranges AT pagesherve softwareforcomputingandannotatinggenomicranges AT aboyounpatrick softwareforcomputingandannotatinggenomicranges AT carlsonmarc softwareforcomputingandannotatinggenomicranges AT gentlemanrobert softwareforcomputingandannotatinggenomicranges AT morganmartint softwareforcomputingandannotatinggenomicranges AT careyvincentj softwareforcomputingandannotatinggenomicranges |