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ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization

ChIA-PET (chromatin interaction analysis with paired-end tags) enables genome-wide discovery of chromatin interactions involving specific protein factors, with base pair resolution. Interpretation of ChIA-PET data requires a robust analytic pipeline. Here, we introduce ChIA-PIPE, a fully automated p...

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Detalles Bibliográficos
Autores principales: Lee, Byoungkoo, Wang, Jiahui, Cai, Liuyang, Kim, Minji, Namburi, Sandeep, Tjong, Harianto, Feng, Yuliang, Wang, Ping, Tang, Zhonghui, Abbas, Ahmed, Wei, Chia-Lin, Ruan, Yijun, Li, Sheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7439456/
https://www.ncbi.nlm.nih.gov/pubmed/32832596
http://dx.doi.org/10.1126/sciadv.aay2078
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author Lee, Byoungkoo
Wang, Jiahui
Cai, Liuyang
Kim, Minji
Namburi, Sandeep
Tjong, Harianto
Feng, Yuliang
Wang, Ping
Tang, Zhonghui
Abbas, Ahmed
Wei, Chia-Lin
Ruan, Yijun
Li, Sheng
author_facet Lee, Byoungkoo
Wang, Jiahui
Cai, Liuyang
Kim, Minji
Namburi, Sandeep
Tjong, Harianto
Feng, Yuliang
Wang, Ping
Tang, Zhonghui
Abbas, Ahmed
Wei, Chia-Lin
Ruan, Yijun
Li, Sheng
author_sort Lee, Byoungkoo
collection PubMed
description ChIA-PET (chromatin interaction analysis with paired-end tags) enables genome-wide discovery of chromatin interactions involving specific protein factors, with base pair resolution. Interpretation of ChIA-PET data requires a robust analytic pipeline. Here, we introduce ChIA-PIPE, a fully automated pipeline for ChIA-PET data processing, quality assessment, visualization, and analysis. ChIA-PIPE performs linker filtering, read mapping, peak calling, and loop calling and automates quality control assessment for each dataset. To enable visualization, ChIA-PIPE generates input files for two-dimensional contact map viewing with Juicebox and HiGlass and provides a new dockerized visualization tool for high-resolution, browser-based exploration of peaks and loops. To enable structural interpretation, ChIA-PIPE calls chromatin contact domains, resolves allele-specific peaks and loops, and annotates enhancer-promoter loops. ChIA-PIPE also supports the analysis of other related chromatin-mapping data types.
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spelling pubmed-74394562020-08-20 ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization Lee, Byoungkoo Wang, Jiahui Cai, Liuyang Kim, Minji Namburi, Sandeep Tjong, Harianto Feng, Yuliang Wang, Ping Tang, Zhonghui Abbas, Ahmed Wei, Chia-Lin Ruan, Yijun Li, Sheng Sci Adv Research Articles ChIA-PET (chromatin interaction analysis with paired-end tags) enables genome-wide discovery of chromatin interactions involving specific protein factors, with base pair resolution. Interpretation of ChIA-PET data requires a robust analytic pipeline. Here, we introduce ChIA-PIPE, a fully automated pipeline for ChIA-PET data processing, quality assessment, visualization, and analysis. ChIA-PIPE performs linker filtering, read mapping, peak calling, and loop calling and automates quality control assessment for each dataset. To enable visualization, ChIA-PIPE generates input files for two-dimensional contact map viewing with Juicebox and HiGlass and provides a new dockerized visualization tool for high-resolution, browser-based exploration of peaks and loops. To enable structural interpretation, ChIA-PIPE calls chromatin contact domains, resolves allele-specific peaks and loops, and annotates enhancer-promoter loops. ChIA-PIPE also supports the analysis of other related chromatin-mapping data types. American Association for the Advancement of Science 2020-07-10 /pmc/articles/PMC7439456/ /pubmed/32832596 http://dx.doi.org/10.1126/sciadv.aay2078 Text en Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Research Articles
Lee, Byoungkoo
Wang, Jiahui
Cai, Liuyang
Kim, Minji
Namburi, Sandeep
Tjong, Harianto
Feng, Yuliang
Wang, Ping
Tang, Zhonghui
Abbas, Ahmed
Wei, Chia-Lin
Ruan, Yijun
Li, Sheng
ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization
title ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization
title_full ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization
title_fullStr ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization
title_full_unstemmed ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization
title_short ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization
title_sort chia-pipe: a fully automated pipeline for comprehensive chia-pet data analysis and visualization
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7439456/
https://www.ncbi.nlm.nih.gov/pubmed/32832596
http://dx.doi.org/10.1126/sciadv.aay2078
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