Single-Cell Transcriptome and Network Analyses Unveil Key Transcription Factors Regulating Mesophyll Cell Development in Maize

Genes (Basel). 2022 Feb 20;13(2):374. doi: 10.3390/genes13020374.

Abstract

Background: Maize mesophyll (M) cells play important roles in various biological processes such as photosynthesis II and secondary metabolism. Functional differentiation occurs during M-cell development, but the underlying mechanisms for regulating M-cell development are largely unknown.

Results: We conducted single-cell RNA sequencing (scRNA-seq) to profile transcripts in maize leaves. We then identified coregulated modules by analyzing the resulting pseudo-time-series data through gene regulatory network analyses. WRKY, ERF, NAC, MYB and Heat stress transcription factor (HSF) families were highly expressed in the early stage, whereas CONSTANS (CO)-like (COL) and ERF families were highly expressed in the late stage of M-cell development. Construction of regulatory networks revealed that these transcript factor (TF) families, especially HSF and COL, were the major players in the early and later stages of M-cell development, respectively. Integration of scRNA expression matrix with TF ChIP-seq and Hi-C further revealed regulatory interactions between these TFs and their targets. HSF1 and COL8 were primarily expressed in the leaf bases and tips, respectively, and their targets were validated with protoplast-based ChIP-qPCR, with the binding sites of HSF1 being experimentally confirmed.

Conclusions: Our study provides evidence that several TF families, with the involvement of epigenetic regulation, play vital roles in the regulation of M-cell development in maize.

Keywords: M-cell development; coexpression and regulatory network; maize; pseudo-time analysis; scRNA-seq; transcript factor.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Epigenesis, Genetic
  • Gene Expression Regulation, Plant
  • Humans
  • Mesophyll Cells / metabolism
  • Transcription Factors* / metabolism
  • Transcriptome / genetics
  • Zea mays* / genetics
  • Zea mays* / metabolism

Substances

  • Transcription Factors