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Determinants of transcription factor regulatory range

Characterization of the genomic distances over which transcription factor (TF) binding influences gene expression is important for inferring target genes from TF chromatin immunoprecipitation followed by sequencing (ChIP-seq) data. Here we systematically examine the relationship between thousands of...

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Autores principales: Chen, Chen-Hao, Zheng, Rongbin, Tokheim, Collin, Dong, Xin, Fan, Jingyu, Wan, Changxin, Tang, Qin, Brown, Myles, Liu, Jun S., Meyer, Clifford A., Liu, X. Shirley
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7235260/
https://www.ncbi.nlm.nih.gov/pubmed/32424124
http://dx.doi.org/10.1038/s41467-020-16106-x
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author Chen, Chen-Hao
Zheng, Rongbin
Tokheim, Collin
Dong, Xin
Fan, Jingyu
Wan, Changxin
Tang, Qin
Brown, Myles
Liu, Jun S.
Meyer, Clifford A.
Liu, X. Shirley
author_facet Chen, Chen-Hao
Zheng, Rongbin
Tokheim, Collin
Dong, Xin
Fan, Jingyu
Wan, Changxin
Tang, Qin
Brown, Myles
Liu, Jun S.
Meyer, Clifford A.
Liu, X. Shirley
author_sort Chen, Chen-Hao
collection PubMed
description Characterization of the genomic distances over which transcription factor (TF) binding influences gene expression is important for inferring target genes from TF chromatin immunoprecipitation followed by sequencing (ChIP-seq) data. Here we systematically examine the relationship between thousands of TF and histone modification ChIP-seq data sets with thousands of gene expression profiles. We develop a model for integrating these data, which reveals two classes of TFs with distinct ranges of regulatory influence, chromatin-binding preferences, and auto-regulatory properties. We find that the regulatory range of the same TF bound within different topologically associating domains (TADs) depend on intrinsic TAD properties such as local gene density and G/C content, but also on the TAD chromatin states. Our results suggest that considering TF type, binding distance to gene locus, as well as chromatin context is important in identifying implicated TFs from GWAS SNPs.
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spelling pubmed-72352602020-05-20 Determinants of transcription factor regulatory range Chen, Chen-Hao Zheng, Rongbin Tokheim, Collin Dong, Xin Fan, Jingyu Wan, Changxin Tang, Qin Brown, Myles Liu, Jun S. Meyer, Clifford A. Liu, X. Shirley Nat Commun Article Characterization of the genomic distances over which transcription factor (TF) binding influences gene expression is important for inferring target genes from TF chromatin immunoprecipitation followed by sequencing (ChIP-seq) data. Here we systematically examine the relationship between thousands of TF and histone modification ChIP-seq data sets with thousands of gene expression profiles. We develop a model for integrating these data, which reveals two classes of TFs with distinct ranges of regulatory influence, chromatin-binding preferences, and auto-regulatory properties. We find that the regulatory range of the same TF bound within different topologically associating domains (TADs) depend on intrinsic TAD properties such as local gene density and G/C content, but also on the TAD chromatin states. Our results suggest that considering TF type, binding distance to gene locus, as well as chromatin context is important in identifying implicated TFs from GWAS SNPs. Nature Publishing Group UK 2020-05-18 /pmc/articles/PMC7235260/ /pubmed/32424124 http://dx.doi.org/10.1038/s41467-020-16106-x Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Chen, Chen-Hao
Zheng, Rongbin
Tokheim, Collin
Dong, Xin
Fan, Jingyu
Wan, Changxin
Tang, Qin
Brown, Myles
Liu, Jun S.
Meyer, Clifford A.
Liu, X. Shirley
Determinants of transcription factor regulatory range
title Determinants of transcription factor regulatory range
title_full Determinants of transcription factor regulatory range
title_fullStr Determinants of transcription factor regulatory range
title_full_unstemmed Determinants of transcription factor regulatory range
title_short Determinants of transcription factor regulatory range
title_sort determinants of transcription factor regulatory range
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7235260/
https://www.ncbi.nlm.nih.gov/pubmed/32424124
http://dx.doi.org/10.1038/s41467-020-16106-x
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