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Asymmetric gene expression and cell-type-specific regulatory networks in the root of bread wheat revealed by single-cell multiomics analysis

Authors :
Lihua Zhang
Chao He
Yuting Lai
Yating Wang
Lu Kang
Ankui Liu
Caixia Lan
Handong Su
Yuwen Gao
Zeqing Li
Fang Yang
Qiang Li
Hailiang Mao
Dijun Chen
Wei Chen
Kerstin Kaufmann
Wenhao Yan
Source :
Genome Biology, Vol 24, Iss 1, Pp 1-25 (2023)
Publication Year :
2023
Publisher :
BMC, 2023.

Abstract

Abstract Background Homoeologs are defined as homologous genes resulting from allopolyploidy. Bread wheat, Triticum aestivum, is an allohexaploid species with many homoeologs. Homoeolog expression bias, referring to the relative contribution of homoeologs to the transcriptome, is critical for determining the traits that influence wheat growth and development. Asymmetric transcription of homoeologs has been so far investigated in a tissue or organ-specific manner, which could be misleading due to a mixture of cell types. Results Here, we perform single nuclei RNA sequencing and ATAC sequencing of wheat root to study the asymmetric gene transcription, reconstruct cell differentiation trajectories and cell-type-specific gene regulatory networks. We identify 22 cell types. We then reconstruct cell differentiation trajectories that suggest different origins between epidermis/cortex and endodermis, distinguishing bread wheat from Arabidopsis. We show that the ratio of asymmetrically transcribed triads varies greatly when analyzing at the single-cell level. Hub transcription factors determining cell type identity are also identified. In particular, we demonstrate that TaSPL14 participates in vasculature development by regulating the expression of BAM1. Combining single-cell transcription and chromatin accessibility data, we construct the pseudo-time regulatory network driving root hair differentiation. We find MYB3R4, REF6, HDG1, and GATAs as key regulators in this process. Conclusions Our findings reveal the transcriptional landscape of root organization and asymmetric gene transcription at single-cell resolution in polyploid wheat.

Details

Language :
English
ISSN :
1474760X
Volume :
24
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Genome Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.4a11ff98ca84455eaed988c277cd0c69
Document Type :
article
Full Text :
https://doi.org/10.1186/s13059-023-02908-x