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

被引:2
作者
Zhang, Sheng-Ying [1 ,2 ]
Zhao, Biligen-Gaowa [1 ,2 ]
Shen, Zhuo [3 ,4 ]
Mei, Ying-Chang [1 ,2 ]
Li, Guo [1 ,2 ]
Dong, Feng-Qin [2 ,5 ]
Zhang, Jiao [1 ,2 ]
Chao, Qing [1 ,2 ]
Wang, Bai-Chen [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Bot, Photosynth Res Ctr, Key Lab Photobiol, Beijing 100093, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[3] Guangdong Acad Agr Sci, Vegetable Res Inst, Guangdong Key Lab New Technol Res Vegetables, Guangzhou 510640, Peoples R China
[4] Northeast Forestry Univ, State Key Lab Tree Genet & Breeding, Harbin 150040, Peoples R China
[5] Chinese Acad Sci, Inst Bot, Key Lab Plant Mol Physiol, Beijing, Peoples R China
基金
国家重点研发计划;
关键词
Leaf anatomy; RNA-seq; ATAC-seq; Different expression genes; Different accessible regions; Transcription factors; ARABIDOPSIS-THALIANA; TRANSCRIPTION FACTORS; CELL-PROLIFERATION; LEAF; LIGHT; GROWTH; REVEALS; ANATOMY; COACTIVATOR; TRANSITION;
D O I
10.1007/s11103-023-01375-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
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.
引用
收藏
页码:59 / 74
页数:16
相关论文
共 85 条
[61]   Knockdown expression of Apc11 leads to cell-cycle distribution reduction in G2/M phase [J].
Shi, Y. -J. ;
Huo, K. -K. .
GENETICS AND MOLECULAR RESEARCH, 2012, 11 (03) :2814-2822
[62]   Changes in chromatin accessibility between Arabidopsis stem cells and mesophyll cells illuminate cell type-specific transcription factor networks [J].
Sijacic, Paja ;
Bajic, Marko ;
McKinney, Elizabeth C. ;
Meagher, Richard B. ;
Deal, Roger B. .
PLANT JOURNAL, 2018, 94 (02) :215-231
[63]   The DOF transcription factor OBP1 is involved in cell cycle regulation in Arabidopsis thaliana [J].
Skirycz, Aleksandra ;
Radziejwoski, Amandine ;
Busch, Wolfgang ;
Hannah, Matthew A. ;
Czeszejko, Joanna ;
Kwasniewski, Miroslaw ;
Zanor, Maria-Ines ;
Lohmann, Jan U. ;
De Veylder, Lieven ;
Witt, Isabell ;
Mueller-Roeber, Bernd .
PLANT JOURNAL, 2008, 56 (05) :779-792
[64]   Characterization of the plasma membrane proteins and receptor-like kinases associated with secondary vascular differentiation in poplar [J].
Song, Dongliang ;
Xi, Wang ;
Shen, Junhui ;
Bi, Ting ;
Li, Laigeng .
PLANT MOLECULAR BIOLOGY, 2011, 76 (1-2) :97-115
[65]   ASYMMETRIC LEAVES1, an Arabidopsis gene that is involved in the control of cell differentiation in leaves [J].
Sun, Y ;
Zhou, QW ;
Zhang, W ;
Fu, YL ;
Huang, H .
PLANTA, 2002, 214 (05) :694-702
[66]   A natural variant of NAL1, selected in high-yield rice breeding programs, pleiotropically increases photosynthesis rate [J].
Takai, Toshiyuki ;
Adachi, Shunsuke ;
Taguchi-Shiobara, Fumio ;
Sanoh-Arai, Yumiko ;
Iwasawa, Norio ;
Yoshinaga, Satoshi ;
Hirose, Sakiko ;
Taniguchi, Yojiro ;
Yamanouchi, Utako ;
Wu, Jianzhong ;
Matsumoto, Takashi ;
Sugimoto, Kazuhiko ;
Kondo, Katsuhiko ;
Ikka, Takashi ;
Ando, Tsuyu ;
Kono, Izumi ;
Ito, Sachie ;
Shomura, Ayahiko ;
Ookawa, Taiichiro ;
Hirasawa, Tadashi ;
Yano, Masahiro ;
Kondo, Motohiko ;
Yamamoto, Toshio .
SCIENTIFIC REPORTS, 2013, 3
[67]   Leaf Functional Anatomy in Relation to Photosynthesis [J].
Terashima, Ichiro ;
Hanba, Yuko T. ;
Tholen, Danny ;
Niinemets, Uelo .
PLANT PHYSIOLOGY, 2011, 155 (01) :108-116
[68]   The light response of mesophyll conductance is controlled by structure across leaf profiles [J].
Theroux-Rancourt, Guillaume ;
Gilbert, Matthew E. .
PLANT CELL AND ENVIRONMENT, 2017, 40 (05) :726-740
[69]   Opinion: Prospects for improving photosynthesis by altering leaf anatomy [J].
Tholen, Danny ;
Boom, Carolina ;
Zhu, Xin-Guang .
PLANT SCIENCE, 2012, 197 :92-101
[70]   Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation [J].
Trapnell, Cole ;
Williams, Brian A. ;
Pertea, Geo ;
Mortazavi, Ali ;
Kwan, Gordon ;
van Baren, Marijke J. ;
Salzberg, Steven L. ;
Wold, Barbara J. ;
Pachter, Lior .
NATURE BIOTECHNOLOGY, 2010, 28 (05) :511-U174