DNA Methylation and RNA-Sequencing Analysis Show Epigenetic Function During Grain Filling in Foxtail Millet (Setaria italica L.)

被引:5
|
作者
Wang, Tao [1 ,2 ]
Lu, Quanwei [1 ]
Song, Hui [3 ]
Hu, Nan [1 ]
Wei, Yangyang [1 ]
Li, Pengtao [1 ]
Liu, Yuling [1 ]
Zhao, Zilin [1 ]
Liu, Jinrong [3 ]
Zhang, Baohong [4 ]
Peng, Renhai [1 ]
机构
[1] Anyang Inst Technol, Coll Biol & Food Engn, Anyang, Peoples R China
[2] Anyang Inst Technol, Innovat & Practice Base Postdoctors, Anyang, Peoples R China
[3] Anyang Acad Agr Sci, Anyang, Peoples R China
[4] East Carolina Univ, Dept Biol, Greenville, NC 27858 USA
来源
基金
国家重点研发计划;
关键词
DNA methylation; grain filling; gene expression; foxtail millet; crop; STARCH CONVERSION; GENE-EXPRESSION; ABSCISIC-ACID; RICE; ENZYMES; POLYAMINES; METHYLOME; SPIKELETS; EPIGENOME; MODEL;
D O I
10.3389/fpls.2021.741415
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Grain filling is a crucial process for crop yield and quality. Certain studies already gained insight into the molecular mechanism of grain filling. However, it is unclear whether epigenetic modifications are associated with grain filling in foxtail millet. Global DNA methylation and transcriptome analysis were conducted in foxtail millet spikelets during different stages to interpret the epigenetic effects of the grain filling process. The study employed the whole-genome bisulfite deep sequencing and advanced bioinformatics to sequence and identify all DNA methylation during foxtail millet grain filling; the DNA methylation-mediated gene expression profiles and their involved gene network and biological pathway were systematically studied. One context of DNA methylation, namely, CHH methylation, was accounted for the largest percentage, and it was gradually increased during grain filling. Among all developmental stages, the methylation levels were lowest at T2, followed by T4, which mainly occurred in CHG. The distribution of differentially methylated regions (DMR) was varied in the different genetic regions for three contexts. In addition, gene expression was negatively associated with DNA methylation. Evaluation of the interconnection of the DNA methylome and transcriptome identified some stage-specific differentially expressed genes associated with the DMR at different stages compared with the T1 developmental stage, indicating the potential function of epigenetics on the expression regulation of genes related to the specific pathway at different stages of grain development. The results demonstrated that the dynamic change of DNA methylation plays a crucial function in gene regulation, revealing the potential function of epigenetics in grain development in foxtail millet.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] Genome-Wide Association Study of Major Agronomic Traits in Foxtail Millet (Setaria italica L.) Using ddRAD Sequencing
    Vandana Jaiswal
    Sarika Gupta
    Vijay Gahlaut
    Mehanathan Muthamilarasan
    Tirthankar Bandyopadhyay
    Nirala Ramchiary
    Manoj Prasad
    Scientific Reports, 9
  • [32] Correlation between grain quality of foxtail millet (Setaria italica [L.] P. Beauv.) and environmental factors on multivariate statistical analysis
    Ning, Na
    Yang, Yan-jun
    Hong, Jian-ping
    Yuan, Xiang-yang
    Song, Xi-e
    Wang, Hong-fu
    Guo, Ping-yi
    CHILEAN JOURNAL OF AGRICULTURAL RESEARCH, 2017, 77 (04): : 303 - 310
  • [33] Ribosomal DNA intergenic spacer sequence in foxtail millet, Setaria italica (L.) P. Beauv. and its characterization and application to typing of foxtail millet landraces
    Fukunaga, Kenji
    Ichitani, Katsuyuki
    Taura, Satoru
    Sato, Muneharu
    Kawase, Makoto
    HEREDITAS, 2005, 142 : 38 - 44
  • [34] Comparative transcriptome analysis provides insights into grain filling commonalities and differences between foxtail millet [Setaria italica (L.) P. Beauv.] varieties with different panicle types
    Song, Hui
    Wang, Tao
    Li, Long
    Xing, Lu
    Xie, Hui Fang
    Feng, Bai Li
    Liu, Jin Rong
    PEERJ, 2022, 10
  • [35] Genome-wide analysis of the lectin receptor-like kinase family in foxtail millet (Setaria italica L.)
    Wan Zhao
    Yong-Wei Liu
    Ji-Ming Zhou
    Shu-Ping Zhao
    Xiao-Hong Zhang
    Dong-Hong Min
    Plant Cell, Tissue and Organ Culture (PCTOC), 2016, 127 : 335 - 346
  • [36] Genome-wide analysis of the lectin receptor-like kinase family in foxtail millet (Setaria italica L.)
    Zhao, Wan
    Liu, Yong-Wei
    Zhou, Ji-Ming
    Zhao, Shu-Ping
    Zhang, Xiao-Hong
    Min, Dong-Hong
    PLANT CELL TISSUE AND ORGAN CULTURE, 2016, 127 (02) : 335 - 346
  • [37] Ribosomal DNA variation in foxtail millet, Setaria italica (L.) P. Beauv., and a survey of variation from Europe and Asia
    K. Fukunaga
    E. Domon
    M. Kawase
    Theoretical and Applied Genetics, 1997, 95 : 751 - 756
  • [38] cDNA-AFLP Analysis Reveals Differential Gene Expression in Response to Salt Stress in Foxtail Millet (Setaria italica L.)
    Ananthi Jayaraman
    Swati Puranik
    Neeraj Kumar Rai
    Sudhakar Vidapu
    Pranav Pankaj Sahu
    Charu Lata
    Manoj Prasad
    Molecular Biotechnology, 2008, 40 : 241 - 251
  • [39] Genome-wide identification, characterization, and expression analysis of superoxide dismutase (SOD) genes in foxtail millet (Setaria italica L.)
    Wang, Tao
    Song, Hui
    Zhang, Baohong
    Lu, Quanwei
    Liu, Zhen
    Zhang, Shulin
    Guo, Ruilin
    Wang, Cong
    Zhao, Zilin
    Liu, Jinrong
    Peng, Renhai
    3 BIOTECH, 2018, 8 (12)
  • [40] Genome-wide identification of the adaptor protein complexes and its expression patterns analysis in foxtail millet (Setaria italica L.)
    Wang, Dan
    Su, Min
    Hao, Jian-Hong
    Li, Zi-Dong
    Dong, Shuqi
    Yuan, Xiangyang
    Li, Xiaorui
    Gao, Lulu
    Chu, Xiaoqian
    Yang, Guanghui
    Wang, Jia-Gang
    Du, Huiling
    BMC PLANT BIOLOGY, 2025, 25 (01):