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IDR2D identifies reproducible genomic interactions

Chromatin interaction data from protocols such as ChIA-PET, HiChIP and Hi-C provide valuable insights into genome organization and gene regulation, but can include spurious interactions that do not reflect underlying genome biology. We introduce an extension of the Irreproducible Discovery Rate (IDR...

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Detalles Bibliográficos
Autores principales: Krismer, Konstantin, Guo, Yuchun, Gifford, David K
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7102997/
https://www.ncbi.nlm.nih.gov/pubmed/32009147
http://dx.doi.org/10.1093/nar/gkaa030
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author Krismer, Konstantin
Guo, Yuchun
Gifford, David K
author_facet Krismer, Konstantin
Guo, Yuchun
Gifford, David K
author_sort Krismer, Konstantin
collection PubMed
description Chromatin interaction data from protocols such as ChIA-PET, HiChIP and Hi-C provide valuable insights into genome organization and gene regulation, but can include spurious interactions that do not reflect underlying genome biology. We introduce an extension of the Irreproducible Discovery Rate (IDR) method called IDR2D that identifies replicable interactions shared by chromatin interaction experiments. IDR2D provides a principled set of interactions and eliminates artifacts from single experiments. The method is available as a Bioconductor package for the R community, as well as an online service at https://idr2d.mit.edu.
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spelling pubmed-71029972020-04-02 IDR2D identifies reproducible genomic interactions Krismer, Konstantin Guo, Yuchun Gifford, David K Nucleic Acids Res Methods Online Chromatin interaction data from protocols such as ChIA-PET, HiChIP and Hi-C provide valuable insights into genome organization and gene regulation, but can include spurious interactions that do not reflect underlying genome biology. We introduce an extension of the Irreproducible Discovery Rate (IDR) method called IDR2D that identifies replicable interactions shared by chromatin interaction experiments. IDR2D provides a principled set of interactions and eliminates artifacts from single experiments. The method is available as a Bioconductor package for the R community, as well as an online service at https://idr2d.mit.edu. Oxford University Press 2020-04-06 2020-02-03 /pmc/articles/PMC7102997/ /pubmed/32009147 http://dx.doi.org/10.1093/nar/gkaa030 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Krismer, Konstantin
Guo, Yuchun
Gifford, David K
IDR2D identifies reproducible genomic interactions
title IDR2D identifies reproducible genomic interactions
title_full IDR2D identifies reproducible genomic interactions
title_fullStr IDR2D identifies reproducible genomic interactions
title_full_unstemmed IDR2D identifies reproducible genomic interactions
title_short IDR2D identifies reproducible genomic interactions
title_sort idr2d identifies reproducible genomic interactions
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7102997/
https://www.ncbi.nlm.nih.gov/pubmed/32009147
http://dx.doi.org/10.1093/nar/gkaa030
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