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Abstract
The persistent cereal endosperm constitutes the majority of the grain volume. Dissecting the gene regulatory network underlying cereal endosperm development will facilitate yield and quality improvement of cereal crops. Here, we use single-cell transcriptomics to analyze the developing maize (Zea mays) endosperm during cell differentiation. After obtaining transcriptomic data from 17,022 single cells, we identify 12 cell clusters corresponding to five endosperm cell types and revealing complex transcriptional heterogeneity. We delineate the temporal gene-expression pattern from 6 to 7 days after pollination. We profile the genomic DNA-binding sites of 161 transcription factors differentially expressed between cell clusters and constructed a gene regulatory network by combining the single-cell transcriptomic data with the direct DNA-binding profiles, identifying 181 regulons containing genes encoding transcription factors along with their high-confidence targets, Furthermore, we map the regulons to endosperm cell clusters, identify cell-cluster-specific essential regulators, and experimentally validated three predicted key regulators. This study provides a framework for understanding cereal endosperm development and function at single-cell resolution.
The cereal endosperm constitutes most of the grain by volume. Here the authors use single-cell analysis of maize developing endosperm to decode gene regulatory networks that likely control endosperm growth and offer a framework for crop improvement.
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1 China Agricultural University, State Key Laboratory of Maize Bio-breeding, Frontiers Science Center for Molecular Design Breeding, Joint International Research Laboratory of Crop Molecular Breeding, National Maize Improvement Center, College of Agronomy and Biotechnology, Beijing, China (GRID:grid.22935.3f) (ISNI:0000 0004 0530 8290); Sanya Institute of China Agricultural University, Sanya, China (GRID:grid.22935.3f) (ISNI:0000 0004 0530 8290); Hainan Yazhou Bay Seed Laboratory, Sanya, China (GRID:grid.22935.3f)
2 China Agricultural University, State Key Laboratory of Maize Bio-breeding, Frontiers Science Center for Molecular Design Breeding, Joint International Research Laboratory of Crop Molecular Breeding, National Maize Improvement Center, College of Agronomy and Biotechnology, Beijing, China (GRID:grid.22935.3f) (ISNI:0000 0004 0530 8290)
3 Duke University, Department of Biology, Trinity College of Arts and Sciences, Durham, USA (GRID:grid.26009.3d) (ISNI:0000 0004 1936 7961)
4 University of Arizona, School of Plant Sciences and Bio5 Institute, Tucson, USA (GRID:grid.134563.6) (ISNI:0000 0001 2168 186X)