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The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines
Chromatin regulators (CRs) regulate the gene transcription process through combinatorial patterns, which currently remain obscure for pan-cancer. This study identified the interaction of CRs and constructed CR-CR interaction networks across five tumor cell lines. The global interaction analysis reve...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483781/ https://www.ncbi.nlm.nih.gov/pubmed/36187922 http://dx.doi.org/10.1016/j.csbj.2022.09.008 |
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author | Cao, Meng Wang, Liqiang Xu, Dahua Bi, Xiaoman Guo, Shengnan Xu, Zhizhou Chen, Liyang Zheng, Dehua Li, Peihu Xu, Jiankai Zheng, Shaojiang Wang, Hong Wang, Bo Lu, Jianping Li, Kongning |
author_facet | Cao, Meng Wang, Liqiang Xu, Dahua Bi, Xiaoman Guo, Shengnan Xu, Zhizhou Chen, Liyang Zheng, Dehua Li, Peihu Xu, Jiankai Zheng, Shaojiang Wang, Hong Wang, Bo Lu, Jianping Li, Kongning |
author_sort | Cao, Meng |
collection | PubMed |
description | Chromatin regulators (CRs) regulate the gene transcription process through combinatorial patterns, which currently remain obscure for pan-cancer. This study identified the interaction of CRs and constructed CR-CR interaction networks across five tumor cell lines. The global interaction analysis revealed that CRs tend to function in synergistically. In addition, common and specific CRs in interaction networks were identified, and the epigenetic processes of these CRs in regulating gene transcription were analyzed. Common CRs have conserved binding sites but cooperate with different partners in multiple tumor cell lines. They also participate in gene transcription regulation, through mediation of different histone modifications (HMs). Specific CRs, ATF2 and PRDM10 were found to distinguish liver cancer samples with different prognosis. PRDM10 participates in gene transcription regulation, by exertion of influence on the DNA methylation level of liver cancer. Through analysis of the edges in the CR-CR interaction networks, it was found EP300-TAF1 has genome-wide distinct signaling patterns, which exhibit different effects on downstream targets. This analysis provides novel insights for the understanding of synergistic mechanism of CRs function, as controllers of gene transcription across cancer types. |
format | Online Article Text |
id | pubmed-9483781 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-94837812022-09-30 The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines Cao, Meng Wang, Liqiang Xu, Dahua Bi, Xiaoman Guo, Shengnan Xu, Zhizhou Chen, Liyang Zheng, Dehua Li, Peihu Xu, Jiankai Zheng, Shaojiang Wang, Hong Wang, Bo Lu, Jianping Li, Kongning Comput Struct Biotechnol J Research Article Chromatin regulators (CRs) regulate the gene transcription process through combinatorial patterns, which currently remain obscure for pan-cancer. This study identified the interaction of CRs and constructed CR-CR interaction networks across five tumor cell lines. The global interaction analysis revealed that CRs tend to function in synergistically. In addition, common and specific CRs in interaction networks were identified, and the epigenetic processes of these CRs in regulating gene transcription were analyzed. Common CRs have conserved binding sites but cooperate with different partners in multiple tumor cell lines. They also participate in gene transcription regulation, through mediation of different histone modifications (HMs). Specific CRs, ATF2 and PRDM10 were found to distinguish liver cancer samples with different prognosis. PRDM10 participates in gene transcription regulation, by exertion of influence on the DNA methylation level of liver cancer. Through analysis of the edges in the CR-CR interaction networks, it was found EP300-TAF1 has genome-wide distinct signaling patterns, which exhibit different effects on downstream targets. This analysis provides novel insights for the understanding of synergistic mechanism of CRs function, as controllers of gene transcription across cancer types. Research Network of Computational and Structural Biotechnology 2022-09-12 /pmc/articles/PMC9483781/ /pubmed/36187922 http://dx.doi.org/10.1016/j.csbj.2022.09.008 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Cao, Meng Wang, Liqiang Xu, Dahua Bi, Xiaoman Guo, Shengnan Xu, Zhizhou Chen, Liyang Zheng, Dehua Li, Peihu Xu, Jiankai Zheng, Shaojiang Wang, Hong Wang, Bo Lu, Jianping Li, Kongning The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines |
title | The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines |
title_full | The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines |
title_fullStr | The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines |
title_full_unstemmed | The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines |
title_short | The synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines |
title_sort | synergistic interaction landscape of chromatin regulators reveals their epigenetic regulation mechanisms across five cancer cell lines |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483781/ https://www.ncbi.nlm.nih.gov/pubmed/36187922 http://dx.doi.org/10.1016/j.csbj.2022.09.008 |
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