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Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments

The study of genomic interactions has been greatly facilitated by techniques such as chromatin conformation capture with high-throughput sequencing (Hi-C). These genome-wide experiments generate large amounts of data that require careful analysis to obtain useful biological conclusions. However, dev...

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Detalles Bibliográficos
Autores principales: Lun, Aaron T. L., Perry, Malcolm, Ing-Simmons, Elizabeth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000Research 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4890298/
https://www.ncbi.nlm.nih.gov/pubmed/27303634
http://dx.doi.org/10.12688/f1000research.8759.2
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author Lun, Aaron T. L.
Perry, Malcolm
Ing-Simmons, Elizabeth
author_facet Lun, Aaron T. L.
Perry, Malcolm
Ing-Simmons, Elizabeth
author_sort Lun, Aaron T. L.
collection PubMed
description The study of genomic interactions has been greatly facilitated by techniques such as chromatin conformation capture with high-throughput sequencing (Hi-C). These genome-wide experiments generate large amounts of data that require careful analysis to obtain useful biological conclusions. However, development of the appropriate software tools is hindered by the lack of basic infrastructure to represent and manipulate genomic interaction data. Here, we present the InteractionSet package that provides classes to represent genomic interactions and store their associated experimental data, along with the methods required for low-level manipulation and processing of those classes. The InteractionSet package exploits existing infrastructure in the open-source Bioconductor project, while in turn being used by Bioconductor packages designed for higher-level analyses. For new packages, use of the functionality in InteractionSet will simplify development, allow access to more features and improve interoperability between packages.
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spelling pubmed-48902982016-06-13 Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments Lun, Aaron T. L. Perry, Malcolm Ing-Simmons, Elizabeth F1000Res Software Tool Article The study of genomic interactions has been greatly facilitated by techniques such as chromatin conformation capture with high-throughput sequencing (Hi-C). These genome-wide experiments generate large amounts of data that require careful analysis to obtain useful biological conclusions. However, development of the appropriate software tools is hindered by the lack of basic infrastructure to represent and manipulate genomic interaction data. Here, we present the InteractionSet package that provides classes to represent genomic interactions and store their associated experimental data, along with the methods required for low-level manipulation and processing of those classes. The InteractionSet package exploits existing infrastructure in the open-source Bioconductor project, while in turn being used by Bioconductor packages designed for higher-level analyses. For new packages, use of the functionality in InteractionSet will simplify development, allow access to more features and improve interoperability between packages. F1000Research 2016-06-28 /pmc/articles/PMC4890298/ /pubmed/27303634 http://dx.doi.org/10.12688/f1000research.8759.2 Text en Copyright: © 2016 Lun ATL et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software Tool Article
Lun, Aaron T. L.
Perry, Malcolm
Ing-Simmons, Elizabeth
Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments
title Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments
title_full Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments
title_fullStr Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments
title_full_unstemmed Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments
title_short Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments
title_sort infrastructure for genomic interactions: bioconductor classes for hi-c, chia-pet and related experiments
topic Software Tool Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4890298/
https://www.ncbi.nlm.nih.gov/pubmed/27303634
http://dx.doi.org/10.12688/f1000research.8759.2
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