Regulatory network characterization in development: challenges and opportunities

F1000Res. 2018 Sep 17:7:F1000 Faculty Rev-1477. doi: 10.12688/f1000research.15271.1. eCollection 2018.

Abstract

Embryonic development and stem cell differentiation, during which coordinated cell fate specification takes place in a spatial and temporal context, serve as a paradigm for studying the orderly assembly of gene regulatory networks (GRNs) and the fundamental mechanism of GRNs in driving lineage determination. However, knowledge of reliable GRN annotation for dynamic development regulation, particularly for unveiling the complex temporal and spatial architecture of tissue stem cells, remains inadequate. With the advent of single-cell RNA sequencing technology, elucidating GRNs in development and stem cell processes poses both new challenges and unprecedented opportunities. This review takes a snapshot of some of this work and its implication in the regulative nature of early mammalian development and specification of the distinct cell types during embryogenesis.

Keywords: Transcription factor; development; gene regulatory network; single-cell RNA-seq; spatial transcriptome.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Animals
  • Embryo, Mammalian
  • Embryonic Development / genetics*
  • Gene Regulatory Networks*
  • Humans
  • Sequence Analysis, RNA
  • Stem Cells / cytology

Grants and funding

This work was supported by the China Ministry of Science and Technology (grants 2015CB964803 and 2016YFE0108700 to J-DJH and grant 2018YFA0107201 to GP), the National Natural Science Foundation of China (grants 91749205, 31210103916, and 91519330 to J-DJH), and the Chinese Academy of Sciences (grants XDB19020301 and XDA01010303 to J-DJH and grant XDA16020404 to GP). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.