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MICC: an R package for identifying chromatin interactions from ChIA-PET data
Summary: ChIA-PET is rapidly emerging as an important experimental approach to detect chromatin long-range interactions at high resolution. Here, we present Model based Interaction Calling from ChIA-PET data (MICC), an easy-to-use R package to detect chromatin interactions from ChIA-PET sequencing d...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4653385/ https://www.ncbi.nlm.nih.gov/pubmed/26231426 http://dx.doi.org/10.1093/bioinformatics/btv445 |
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author | He, Chao Zhang, Michael Q. Wang, Xiaowo |
author_facet | He, Chao Zhang, Michael Q. Wang, Xiaowo |
author_sort | He, Chao |
collection | PubMed |
description | Summary: ChIA-PET is rapidly emerging as an important experimental approach to detect chromatin long-range interactions at high resolution. Here, we present Model based Interaction Calling from ChIA-PET data (MICC), an easy-to-use R package to detect chromatin interactions from ChIA-PET sequencing data. By applying a Bayesian mixture model to systematically remove random ligation and random collision noise, MICC could identify chromatin interactions with a significantly higher sensitivity than existing methods at the same false discovery rate. Availability and implementation: http://bioinfo.au.tsinghua.edu.cn/member/xwwang/MICCusage Contact: michael.zhang@utdallas.edu or xwwang@tsinghua.edu.cn Supplementary information: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-4653385 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-46533852015-11-20 MICC: an R package for identifying chromatin interactions from ChIA-PET data He, Chao Zhang, Michael Q. Wang, Xiaowo Bioinformatics Applications Notes Summary: ChIA-PET is rapidly emerging as an important experimental approach to detect chromatin long-range interactions at high resolution. Here, we present Model based Interaction Calling from ChIA-PET data (MICC), an easy-to-use R package to detect chromatin interactions from ChIA-PET sequencing data. By applying a Bayesian mixture model to systematically remove random ligation and random collision noise, MICC could identify chromatin interactions with a significantly higher sensitivity than existing methods at the same false discovery rate. Availability and implementation: http://bioinfo.au.tsinghua.edu.cn/member/xwwang/MICCusage Contact: michael.zhang@utdallas.edu or xwwang@tsinghua.edu.cn Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2015-12-01 2015-07-31 /pmc/articles/PMC4653385/ /pubmed/26231426 http://dx.doi.org/10.1093/bioinformatics/btv445 Text en © The Author 2015. 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 He, Chao Zhang, Michael Q. Wang, Xiaowo MICC: an R package for identifying chromatin interactions from ChIA-PET data |
title | MICC: an R package for identifying chromatin interactions from ChIA-PET data |
title_full | MICC: an R package for identifying chromatin interactions from ChIA-PET data |
title_fullStr | MICC: an R package for identifying chromatin interactions from ChIA-PET data |
title_full_unstemmed | MICC: an R package for identifying chromatin interactions from ChIA-PET data |
title_short | MICC: an R package for identifying chromatin interactions from ChIA-PET data |
title_sort | micc: an r package for identifying chromatin interactions from chia-pet data |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4653385/ https://www.ncbi.nlm.nih.gov/pubmed/26231426 http://dx.doi.org/10.1093/bioinformatics/btv445 |
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