Integrating ATAC-seq and RNA-seq to identify differentially expressed genes with chromatin-accessible changes during photosynthetic establishment in Populus leaves
文献类型: 外文期刊
第一作者: Zhang, Sheng-Ying
作者: Zhang, Sheng-Ying;Zhao, Biligen-Gaowa;Mei, Ying-Chang;Li, Guo;Zhang, Jiao;Chao, Qing;Wang, Bai-Chen;Zhang, Sheng-Ying;Zhao, Biligen-Gaowa;Mei, Ying-Chang;Li, Guo;Dong, Feng-Qin;Zhang, Jiao;Chao, Qing;Wang, Bai-Chen;Shen, Zhuo;Shen, Zhuo;Dong, Feng-Qin
作者机构:
关键词: Leaf anatomy; RNA-seq; ATAC-seq; Different expression genes; Different accessible regions; Transcription factors
期刊名称:PLANT MOLECULAR BIOLOGY ( 影响因子:5.1; 五年影响因子:5.3 )
ISSN: 0167-4412
年卷期: 2023 年 113 卷 1-3 期
页码:
收录情况: SCI
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.
分类号:
- 相关文献
作者其他论文 更多>>
-
Traceability Research on Geographic Erigeron breviscapus Based on High-Resolution Mass Spectrometry and Chemometric Analysis
作者:Zhang, Jiao;Tian, Heng;Lin, Tao;Liu, Hongcheng;Zhang, Jiao;Huang, Xiangzhong;Tian, Heng;Tian, Heng
关键词:Erigeron breviscapus; geographic origin; chemometric analysis
-
Genetic characterization and fine mapping of a recessive genic male-sterile gene in flowering Chinese cabbage (Brassica rapa var. parachinensis)
作者:Wu, Zengxiang;Yang, Yi;Li, Tingyao;Shen, Zhuo;Zhou, Xuan;Zhang, Yan;Wu, Zengxiang;Yang, Yi;Li, Tingyao;Shen, Zhuo;Zhou, Xuan;Zhang, Yan
关键词:Flowering Chinese cabbage; Genic male sterility; Structural variation; Bnams4(b)
-
Integrated Metagenomics and 15N Isotope Tracing Reveal the Mechanisms Through which the Nitrogen-Planting Density Interaction Impacts Rice Root Nitrogen Uptake Efficiency
作者:Sun, Changhui;Lu, Yanyao;Wang, Runnan;Wu, Han;Zhang, Jiao;Zhu, Jinyan;Xiong, Qiangqiang;Sun, Changhui;Lu, Yanyao;Wang, Runnan;Wu, Han;Zhang, Jiao;Zhu, Jinyan;Xiong, Qiangqiang;Tang, Guoping;Cai, Shuo;Xiong, Qiangqiang
关键词:Rice; Density; Nitrogen Uptake Efficiency; Enzyme Activity; Isotope Tracing; Metagenomics
-
ATR-FTIR and NIR spectra combined with chemometrics and convolutional neural networks for identification of polygonati rhizome
作者:Zhang, Jiao;Zhang, Jinyu;Zhong, Zitao
关键词:Polygonati rhizome; Ethnic usage; ATR-FTIR spectra; Near-infrared spectra; Data fusion; CNN
-
A rotated rice spike detection model and a crop yield estimation application based on UAV images
作者:Liang, Yunting;Wu, Han;Zhao, Yinwei;Liu, Zhijie;Liu, Dong;Liu, Zongru;Fan, Gangao;Shen, Zhuo;Lv, Jia;Li, Jiyu;Li, Huifen;Pan, Zhaoyang
关键词:Rotated feature; Rice spike detection; YOLOv5; Attention mechanism; Unmanned aerial vehicle (UAV)
-
Detection and Reconstruction of Passion Fruit Branches via CNN and Bidirectional Sector Search
作者:Bao, Jiangchuan;Li, Guo;Lu, Shenglian;Mo, Haolan;Qian, Tingting;Chen, Ming;Lu, Shenglian
关键词:
-
Genomic insight into domestication of rubber tree
作者:Chao, Jinquan;Wu, Shaohua;Shi, Minjing;Yang, Shuguang;Zhang, Shixin;Deng, Xiaomin;Gao, Xinsheng;Zhang, Xiaofei;Hu, Yanshi;Zeng, Xia;Li, Weiguo;Tian, Wei-Min;Chao, Jinquan;Wu, Shaohua;Shi, Minjing;Yang, Shuguang;Zhang, Shixin;Deng, Xiaomin;Huang, Xiao;Gao, Xinsheng;Zhang, Xiaofei;Hu, Yanshi;Zeng, Xia;Li, Weiguo;Wu, Jilin;Hao, Bingzhong;Tian, Wei-Min;Chao, Jinquan;Wu, Shaohua;Shi, Minjing;Yang, Shuguang;Zhang, Shixin;Li, Yan;Deng, Xiaomin;Huang, Xiao;Gao, Xinsheng;Zhang, Xiaofei;Hu, Yanshi;Zeng, Xia;Li, Weiguo;Wu, Jilin;Hao, Bingzhong;Tian, Wei-Min;Xu, Xia;Du, Huilong;Fan, Xiuli;Hai, Chunyan;Kou, Liquan;Yu, Hong;Li, Jiayang;Liang, Chengzhi;Gao, Qiang;Zhang, Liangsheng;Gao, Qiang;Du, Huilong;Du, Huilong;Fan, Xiuli;Hai, Chunyan;Li, Jiayang;Liang, Chengzhi;Gao, Bin;Guo, Dong;Peng, Shiqing;Zhang, Jiao;Wang, Zhiwei;Li, Yan;Xue, Wenbo;Xu, Jiang;Wang, Xuchu;Li, Jiayang
关键词: