Cargando…
chromswitch: a flexible method to detect chromatin state switches
SUMMARY: Chromatin state plays a major role in controlling gene expression, and comparative analysis of ChIP-seq data is key to understanding epigenetic regulation. We present chromswitch, an R/Bioconductor package to integrate epigenomic data in a defined window of interest to detect an overall swi...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022667/ https://www.ncbi.nlm.nih.gov/pubmed/29438498 http://dx.doi.org/10.1093/bioinformatics/bty075 |
_version_ | 1783335727102164992 |
---|---|
author | Jessa, Selin Kleinman, Claudia L |
author_facet | Jessa, Selin Kleinman, Claudia L |
author_sort | Jessa, Selin |
collection | PubMed |
description | SUMMARY: Chromatin state plays a major role in controlling gene expression, and comparative analysis of ChIP-seq data is key to understanding epigenetic regulation. We present chromswitch, an R/Bioconductor package to integrate epigenomic data in a defined window of interest to detect an overall switch in chromatin state. Chromswitch accurately classifies a benchmarking dataset, and when applied genome-wide, the tool successfully detects chromatin changes that result in brain-specific expression. AVAILABILITY AND IMPLEMENTATION: Chromswitch is implemented as an R package available from Bioconductor at https://bioconductor.org/packages/chromswitch. All data and code for reproducing the analysis presented in this paper are available at https://doi.org/10.5281/zenodo.1101260. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-6022667 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-60226672018-07-10 chromswitch: a flexible method to detect chromatin state switches Jessa, Selin Kleinman, Claudia L Bioinformatics Applications Notes SUMMARY: Chromatin state plays a major role in controlling gene expression, and comparative analysis of ChIP-seq data is key to understanding epigenetic regulation. We present chromswitch, an R/Bioconductor package to integrate epigenomic data in a defined window of interest to detect an overall switch in chromatin state. Chromswitch accurately classifies a benchmarking dataset, and when applied genome-wide, the tool successfully detects chromatin changes that result in brain-specific expression. AVAILABILITY AND IMPLEMENTATION: Chromswitch is implemented as an R package available from Bioconductor at https://bioconductor.org/packages/chromswitch. All data and code for reproducing the analysis presented in this paper are available at https://doi.org/10.5281/zenodo.1101260. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2018-07-01 2018-02-09 /pmc/articles/PMC6022667/ /pubmed/29438498 http://dx.doi.org/10.1093/bioinformatics/bty075 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Applications Notes Jessa, Selin Kleinman, Claudia L chromswitch: a flexible method to detect chromatin state switches |
title | chromswitch: a flexible method to detect chromatin state switches |
title_full | chromswitch: a flexible method to detect chromatin state switches |
title_fullStr | chromswitch: a flexible method to detect chromatin state switches |
title_full_unstemmed | chromswitch: a flexible method to detect chromatin state switches |
title_short | chromswitch: a flexible method to detect chromatin state switches |
title_sort | chromswitch: a flexible method to detect chromatin state switches |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022667/ https://www.ncbi.nlm.nih.gov/pubmed/29438498 http://dx.doi.org/10.1093/bioinformatics/bty075 |
work_keys_str_mv | AT jessaselin chromswitchaflexiblemethodtodetectchromatinstateswitches AT kleinmanclaudial chromswitchaflexiblemethodtodetectchromatinstateswitches |