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

被引:43
作者
Zhang, Lihua [1 ]
He, Chao [1 ]
Lai, Yuting [1 ]
Wang, Yating [1 ]
Kang, Lu [1 ]
Liu, Ankui [1 ]
Lan, Caixia [1 ]
Su, Handong [1 ]
Gao, Yuwen [1 ]
Li, Zeqing [2 ]
Yang, Fang [1 ]
Li, Qiang [1 ]
Mao, Hailiang [1 ]
Chen, Dijun [3 ]
Chen, Wei [1 ]
Kaufmann, Kerstin [4 ]
Yan, Wenhao [1 ]
机构
[1] Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Hubei Hongshan Lab, Wuhan 430070, Peoples R China
[2] Wuhan Igenebook Biotechnol Co Ltd, Wuhan 430014, Peoples R China
[3] Nanjing Univ, Sch Life Sci, State Key Lab Pharmaceut Biotechnol, Nanjing 210023, Peoples R China
[4] Humboldt Univ, Inst Biol, Dept Plant Cell & Mol Biol, D-10115 Berlin, Germany
关键词
TRANSCRIPTION FACTOR; DIFFERENTIAL ANALYSIS; HAIR DEVELOPMENT; FACTOR-BINDING; ARABIDOPSIS; RESPONSES; MERISTEM; MAIZE; ORGANIZATION; QUANTIFICATION;
D O I
10.1186/s13059-023-02908-x
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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: ur findings reveal the transcriptional landscape of root organization and asymmetric gene transcription at single-cell resolution in polyploid wheat.
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页数:25
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