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A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs

A comprehensive and precise definition of the pluripotency gene regulatory network (PGRN) is crucial for clarifying the regulatory mechanisms in embryonic stem cells (ESCs). Here, after a CRISPR/Cas9-based functional genomics screen and integrative analysis with other functional genomes, transcripto...

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Autores principales: Ruan, Yan, Wang, Jiaqi, Yu, Meng, Wang, Fengsheng, Wang, Jiangjun, Xu, Yixiao, Liu, Lianlian, Cheng, Yuda, Yang, Ran, Zhang, Chen, Yang, Yi, Wang, JiaLi, Wu, Wei, Huang, Yi, Tian, Yanping, Chen, Guangxing, Zhang, Junlei, Jian, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104827/
https://www.ncbi.nlm.nih.gov/pubmed/37059858
http://dx.doi.org/10.1038/s42003-023-04700-w
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author Ruan, Yan
Wang, Jiaqi
Yu, Meng
Wang, Fengsheng
Wang, Jiangjun
Xu, Yixiao
Liu, Lianlian
Cheng, Yuda
Yang, Ran
Zhang, Chen
Yang, Yi
Wang, JiaLi
Wu, Wei
Huang, Yi
Tian, Yanping
Chen, Guangxing
Zhang, Junlei
Jian, Rui
author_facet Ruan, Yan
Wang, Jiaqi
Yu, Meng
Wang, Fengsheng
Wang, Jiangjun
Xu, Yixiao
Liu, Lianlian
Cheng, Yuda
Yang, Ran
Zhang, Chen
Yang, Yi
Wang, JiaLi
Wu, Wei
Huang, Yi
Tian, Yanping
Chen, Guangxing
Zhang, Junlei
Jian, Rui
author_sort Ruan, Yan
collection PubMed
description A comprehensive and precise definition of the pluripotency gene regulatory network (PGRN) is crucial for clarifying the regulatory mechanisms in embryonic stem cells (ESCs). Here, after a CRISPR/Cas9-based functional genomics screen and integrative analysis with other functional genomes, transcriptomes, proteomes and epigenome data, an expanded pluripotency-associated gene set is obtained, and a new PGRN with nine sub-classes is constructed. By integrating the DNA binding, epigenetic modification, chromatin conformation, and RNA expression profiles, the PGRN is resolved to six functionally independent transcriptional modules (CORE, MYC, PAF, PRC, PCGF and TBX). Spatiotemporal transcriptomics reveal activated CORE/MYC/PAF module activity and repressed PRC/PCGF/TBX module activity in both mouse ESCs (mESCs) and pluripotent cells of early embryos. Moreover, this module activity pattern is found to be shared by human ESCs (hESCs) and cancers. Thus, our results provide novel insights into elucidating the molecular basis of ESC pluripotency.
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spelling pubmed-101048272023-04-16 A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs Ruan, Yan Wang, Jiaqi Yu, Meng Wang, Fengsheng Wang, Jiangjun Xu, Yixiao Liu, Lianlian Cheng, Yuda Yang, Ran Zhang, Chen Yang, Yi Wang, JiaLi Wu, Wei Huang, Yi Tian, Yanping Chen, Guangxing Zhang, Junlei Jian, Rui Commun Biol Article A comprehensive and precise definition of the pluripotency gene regulatory network (PGRN) is crucial for clarifying the regulatory mechanisms in embryonic stem cells (ESCs). Here, after a CRISPR/Cas9-based functional genomics screen and integrative analysis with other functional genomes, transcriptomes, proteomes and epigenome data, an expanded pluripotency-associated gene set is obtained, and a new PGRN with nine sub-classes is constructed. By integrating the DNA binding, epigenetic modification, chromatin conformation, and RNA expression profiles, the PGRN is resolved to six functionally independent transcriptional modules (CORE, MYC, PAF, PRC, PCGF and TBX). Spatiotemporal transcriptomics reveal activated CORE/MYC/PAF module activity and repressed PRC/PCGF/TBX module activity in both mouse ESCs (mESCs) and pluripotent cells of early embryos. Moreover, this module activity pattern is found to be shared by human ESCs (hESCs) and cancers. Thus, our results provide novel insights into elucidating the molecular basis of ESC pluripotency. Nature Publishing Group UK 2023-04-14 /pmc/articles/PMC10104827/ /pubmed/37059858 http://dx.doi.org/10.1038/s42003-023-04700-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ruan, Yan
Wang, Jiaqi
Yu, Meng
Wang, Fengsheng
Wang, Jiangjun
Xu, Yixiao
Liu, Lianlian
Cheng, Yuda
Yang, Ran
Zhang, Chen
Yang, Yi
Wang, JiaLi
Wu, Wei
Huang, Yi
Tian, Yanping
Chen, Guangxing
Zhang, Junlei
Jian, Rui
A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs
title A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs
title_full A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs
title_fullStr A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs
title_full_unstemmed A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs
title_short A multi-omics integrative analysis based on CRISPR screens re-defines the pluripotency regulatory network in ESCs
title_sort multi-omics integrative analysis based on crispr screens re-defines the pluripotency regulatory network in escs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104827/
https://www.ncbi.nlm.nih.gov/pubmed/37059858
http://dx.doi.org/10.1038/s42003-023-04700-w
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