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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000Research
2016
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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. |
format | Online Article Text |
id | pubmed-4890298 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | F1000Research |
record_format | MEDLINE/PubMed |
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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