Transcriptome and GWAS analyses reveal candidate gene for seminal root length of maize seedlings under drought stress

被引:85
|
作者
Guo, Jian [1 ]
Li, Chunhui [2 ]
Zhang, Xiaoqiong [3 ]
Li, Yongxiang [2 ]
Zhang, Dengfeng [2 ]
Shi, Yunsu [2 ]
Song, Yanchun [2 ]
Li, Yu [2 ]
Yang, Deguang [1 ]
Wang, Tianyu [2 ]
机构
[1] Northeast Agr Univ, Coll Agr, Harbin, Peoples R China
[2] Chinese Acad Agr Sci, Inst Crop Sci, Beijing, Peoples R China
[3] Yangtze Univ, Coll Agr, Jingzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Maize; Drought stress; Seminal roots; RNA-seq; Genome-wide association study; Candidate gene; ZEA-MAYS L; SYSTEM ARCHITECTURE TRAITS; GENOME-WIDE ASSOCIATION; WATER ACQUISITION; EXPRESSION; TOLERANCE; DENSITY; GROWTH; TISSUE; YIELD;
D O I
10.1016/j.plantsci.2019.110380
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
Water deficits are a major constraint on maize growth and yield, and deep roots are one of the major mechanisms of drought tolerance. In this study, four root and shoot traits were evaluated within an association panel consisting of 209 diverse maize accessions under well-watered (WW) and water-stressed (WS) conditions. A significant positive correlation was observed between seminal root length (SRL) under WS treatment and the drought tolerance index (DI) of maize seedlings. The transcriptome profiles of maize seminal roots were compared between four drought-tolerant lines and four drought-sensitive lines under both water conditions to identify genes associated with the drought stress response. After drought stress, 343 and 177 common differentially expressed genes (DEGs) were identified in the drought-tolerant group and drought-sensitive group, respectively. In parallel, a coexpression network underlying SRL was constructed on the basis of transcriptome data, and 10 hub genes involved in two significant associated modules were identified. Additionally, a genomewide association study (GWAS) of the SRL revealed 62 loci for the two water treatments. By integrating the results of the GWAS, the common DEGs and the coexpression network analysis, 7 promising candidate genes were prioritized for further research. Together, our results provide a foundation for the enhanced understanding of seminal root changes in response to drought stress in maize.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Transcriptome and GWAS Analyses Reveal Candidate Gene for Root Traits of Alfalfa during Germination under Salt Stress
    He, Fei
    Yang, Tianhui
    Zhang, Fan
    Jiang, Xueqian
    Li, Xianyang
    Long, Ruicai
    Wang, Xue
    Gao, Ting
    Wang, Chuan
    Yang, Qingchuan
    Chen, Lin
    Kang, Junmei
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (07)
  • [2] GWAS and transcriptome analyses unravel ZmGRAS15 regulates drought tolerance and root elongation in maize
    Wang, Dongmei
    Liu, Xuyang
    He, Guanhua
    Wang, Kailiang
    Li, Yongxiang
    Guan, Honghui
    Wang, Tianyu
    Zhang, Dengfeng
    Li, Chunhui
    Li, Yu
    BMC GENOMICS, 2025, 26 (01):
  • [3] GWAS and Transcriptome Analysis Reveal Key Genes Affecting Root Growth under Low Nitrogen Supply in Maize
    Wang, Yunyun
    Zhu, Tianze
    Yang, Jiyuan
    Wang, Houmiao
    Ji, Weidong
    Xu, Yang
    Yang, Zefeng
    Xu, Chenwu
    Li, Pengcheng
    GENES, 2022, 13 (09)
  • [4] Transcriptomic and Metabolomic Analyses Reveal Key Metabolites, Pathways and Candidate Genes in Sophora davidii (Franch.) Skeels Seedlings Under Drought Stress
    Zhao, Xin
    Huang, Li-Juan
    Sun, Xiao-Fu
    Zhao, Li-Li
    Wang, Pu-Chang
    FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [5] Brassinolide can improve drought tolerance of maize seedlings under drought stress: By inducing the photosynthetic performance, antioxidant capacity and ZmMYB gene expression of maize seedlings
    Sun, Shiang
    Yao, Xiangfeng
    Liu, Xiang
    Qiao, Zhihua
    Liu, Yu
    Li, Xiangdong
    Jiang, Xingyin
    JOURNAL OF SOIL SCIENCE AND PLANT NUTRITION, 2022, 22 (02) : 2092 - 2104
  • [6] Brassinolide can improve drought tolerance of maize seedlings under drought stress: By inducing the photosynthetic performance, antioxidant capacity and ZmMYB gene expression of maize seedlings
    Shiang Sun
    Xiangfeng Yao
    Xiang Liu
    Zhihua Qiao
    Yu Liu
    Xiangdong Li
    Xingyin Jiang
    Journal of Soil Science and Plant Nutrition, 2022, 22 : 2092 - 2104
  • [7] Comparative transcriptome analyses of maize seedling root responses to salt stress
    Zhang, Xiaoxiang
    Liu, Peng
    Qing, Chunyan
    Yang, Cong
    Shen, Yaou
    Ma, Langlang
    PEERJ, 2021, 9
  • [8] Transcriptome and WGCNA reveal hub genes in sugarcane tiller seedlings in response to drought stress
    Yuwei Tang
    Jiahui Li
    Qiqi Song
    Qin Cheng
    Qinliang Tan
    Quanguang Zhou
    Zemei Nong
    Ping Lv
    Scientific Reports, 13
  • [9] Transcriptome and WGCNA reveal hub genes in sugarcane tiller seedlings in response to drought stress
    Tang, Yuwei
    Li, Jiahui
    Song, Qiqi
    Cheng, Qin
    Tan, Qinliang
    Zhou, Quanguang
    Nong, Zemei
    Lv, Ping
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [10] Effects of dark septate endophyte on root growth, physiology and transcriptome of Ammopiptanthus mongolicus seedlings under drought stress
    Lu, Bin
    Lin, Yuli
    He, Chao
    Wang, Zhenzhou
    Li, Xia
    He, Xueli
    PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2025, 219