Communications Biology (Apr 2023)

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

  • Yan Ruan,
  • Jiaqi Wang,
  • Meng Yu,
  • Fengsheng Wang,
  • Jiangjun Wang,
  • Yixiao Xu,
  • Lianlian Liu,
  • Yuda Cheng,
  • Ran Yang,
  • Chen Zhang,
  • Yi Yang,
  • JiaLi Wang,
  • Wei Wu,
  • Yi Huang,
  • Yanping Tian,
  • Guangxing Chen,
  • Junlei Zhang,
  • Rui Jian

DOI
https://doi.org/10.1038/s42003-023-04700-w
Journal volume & issue
Vol. 6, no. 1
pp. 1 – 17

Abstract

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Abstract 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.