Integrating ATAC-seq and RNA-seq to identify differentially expressed genes with chromatin-accessible changes during photosynthetic establishment in Populus leaves

被引:0
作者
Sheng-Ying Zhang
Biligen-Gaowa Zhao
Zhuo Shen
Ying-Chang Mei
Guo Li
Feng-Qin Dong
Jiao Zhang
Qing Chao
Bai-Chen Wang
机构
[1] Chinese Academy of Sciences,Photosynthesis Research Center, Key Laboratory of Photobiology, Institute of Botany
[2] University of Chinese Academy of Sciences,Guangdong Key Laboratory for New Technology Research of Vegetables, Vegetable Research Institute
[3] Guangdong Academy of Agricultural Sciences,State Key Laboratory of Tree Genetics and Breeding
[4] Northeast Forestry University,The Key Laboratory of Plant Molecular Physiology, Institute of Botany
[5] Chinese Academy of Sciences,undefined
来源
Plant Molecular Biology | 2023年 / 113卷
关键词
Leaf anatomy; RNA-seq; ATAC-seq; Different expression genes; Different accessible regions; Transcription factors;
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学科分类号
摘要
Leaves are the primary photosynthetic organs, providing essential substances for tree growth. It is important to obtain an anatomical understanding and regulatory network analysis of leaf development. Here, we studied leaf development in Populus Nanlin895 along a development gradient from the newly emerged leaf from the shoot apex to the sixth leaf (L1 to L6) using anatomical observations and RNA-seq analysis. It indicated that mesophyll cells possess obvious vascular, palisade, and spongy tissue with distinct intercellular spaces after L3. Additionally, vacuoles fuse while epidermal cells expand to form pavement cells. RNA-seq analysis indicated that genes highly expressed in L1 and L2 were related to cell division and differentiation, while those highly expressed in L3 were enriched in photosynthesis. Therefore, we selected L1 and L3 to integrate ATAC-seq and RNA-seq and identified 735 differentially expressed genes (DEGs) with changes in chromatin accessibility regions within their promoters, of which 87 were transcription factors (TFs), such as ABI3VP1, AP-EREBP, MYB, NAC, and GRF. Motif enrichment analysis revealed potential regulatory functions for the DEGs through upstream TFs including TCP, bZIP, HD-ZIP, Dof, BBR-BPC, and MYB. Overall, our research provides a potential molecular foundation for regulatory network exploration in leaf development during photosynthesis establishment.
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页码:59 / 74
页数:15
相关论文
共 389 条
[1]  
Alexa A(2006)Improved scoring of functional groups from gene expression data by decorrelating GO graph structure Bioinformatics 22 1600-1607
[2]  
Rahnenfuhrer J(2016)Active suppression of a leaf meristem orchestrates determinate leaf growth Elife 32 2988-2996
[3]  
Lengauer T(2022)FLOWERING LOCUS T paralogs control the annual growth cycle in Populus trees Curr Biol 22 64-78
[4]  
Alvarez JP(2012)Exit from proliferation during leaf development in Arabidopsis thaliana: a not-so-gradual process Dev Cell 25 25-29
[5]  
Furumizu C(2000)Gene ontology: tool for the unification of biology. The Gene Ontology Consortium Nat Genet 155 21-32
[6]  
Efroni I(2015)Leaf expansion in Arabidopsis is controlled by a TCP-NGA regulatory module likely conserved in distantly related species Physiol Plant 447 407-412
[7]  
Eshed Y(2007)The complex language of chromatin regulation during transcription Nature 58 163-181
[8]  
Bowman JL(2007)Stomatal development Annu Rev Plant Biol 132 311-322
[9]  
Andre D(2008)High-resolution mapping and characterization of open chromatin across the genome Cell 109 21-29
[10]  
Marcon A(2015)ATAC-seq: a method for assaying chromatin accessibility genome-wide Curr Protoc Mol Biol 408 967-971