A cis-regulatory atlas in maize at single-cell resolution

Cell. 2021 May 27;184(11):3041-3055.e21. doi: 10.1016/j.cell.2021.04.014. Epub 2021 May 7.

Abstract

cis-regulatory elements (CREs) encode the genomic blueprints of spatiotemporal gene expression programs enabling highly specialized cell functions. Using single-cell genomics in six maize organs, we determined the cis- and trans-regulatory factors defining diverse cell identities and coordinating chromatin organization by profiling transcription factor (TF) combinatorics, identifying TFs with non-cell-autonomous activity, and uncovering TFs underlying higher-order chromatin interactions. Cell-type-specific CREs were enriched for enhancer activity and within unmethylated long terminal repeat retrotransposons. Moreover, we found cell-type-specific CREs are hotspots for phenotype-associated genetic variants and were targeted by selection during modern maize breeding, highlighting the biological implications of this CRE atlas. Through comparison of maize and Arabidopsis thaliana developmental trajectories, we identified TFs and CREs with conserved and divergent chromatin dynamics, showcasing extensive evolution of gene regulatory networks. In addition to this rich dataset, we developed single-cell analysis software, Socrates, which can be used to understand cis-regulatory variation in any species.

Keywords: ATAC-seq; chromatin; cis-regulatory elements; epigenomics; gene regulation; maize; plant development; pseudotime; single-cell; transcription factor.

Publication types

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

MeSH terms

  • Arabidopsis / genetics
  • Gene Expression / genetics
  • Gene Expression Profiling / methods
  • Gene Expression Regulation, Plant / genetics*
  • Gene Expression Regulation, Plant / physiology
  • Gene Regulatory Networks / genetics
  • Genome
  • Genomics
  • Regulatory Elements, Transcriptional / genetics*
  • Regulatory Elements, Transcriptional / physiology
  • Single-Cell Analysis
  • Transcription Factors / genetics
  • Transcription Factors / metabolism
  • Transcriptome / genetics
  • Zea mays / genetics*

Substances

  • Transcription Factors