Genome-wide association study presents insights into the genetic architecture of drought tolerance in maize seedlings under field water-deficit conditions
文献类型: 外文期刊
第一作者: Chen, Shan
作者: Chen, Shan;Dang, Dongdong;Ji, Shuwen;Dong, Xiaomei;Li, Cong;Zhang, Ao;Ruan, Yanye;Dang, Dongdong;Liu, Yubo;Zheng, Hongjian;Guan, Yuan;Dang, Dongdong;Liu, Yubo;Zheng, Hongjian;Guan, Yuan;Zhao, Chenghao
作者机构:
关键词: maize (Zea mays L.); genome-wide association study; seedling stage; field drought tolerance; SNPs
期刊名称:FRONTIERS IN PLANT SCIENCE ( 影响因子:5.6; 五年影响因子:6.8 )
ISSN: 1664-462X
年卷期: 2023 年 14 卷
页码:
收录情况: SCI
摘要: Introduction: Drought stress is one of the most serious abiotic stresses leading to crop yield reduction. Due to the wide range of planting areas, the production of maize is particularly affected by global drought stress. The cultivation of drought-resistant maize varieties can achieve relatively high, stable yield in arid and semi-arid zones and in the erratic rainfall or occasional drought areas. Therefore, to a great degree, the adverse impact of drought on maize yield can be mitigated by developing drought-resistant or -tolerant varieties. However, the efficacy of traditional breeding solely relying on phenotypic selection is not adequate for the need of maize drought-resistant varieties. Revealing the genetic basis enables to guide the genetic improvement of maize drought tolerance. Methods: We utilized a maize association panel of 379 inbred lines with tropical, subtropical and temperate backgrounds to analyze the genetic structure of maize drought tolerance at seedling stage. We obtained the high quality 7837 SNPs from DArT's and 91,003 SNPs from GBS, and a resultant combination of 97,862 SNPs of GBS with DArT's. The maize population presented the lower heritabilities of the seedling emergence rate (ER), seedling plant height (SPH) and grain yield (GY) under field drought conditions. Results: GWAS analysis by MLM and BLINK models with the phenotypic data and 97862 SNPs revealed 15 variants that were significantly independent related to drought-resistant traits at the seedling stage above the threshold of P < 1.02 x 10-5. We found 15 candidate genes for drought resistance at the seedling stage that may involve in (1) metabolism (Zm00001d012176, Zm00001d012101, Zm00001d009488); ( 2) programmed cell death (Zm00001d053952); (3) transcriptional regulation (Zm00001d037771, Zm00001d053859, Zm00001d031861, Zm00001d038930, Zm00001d049400, Zm00001d045128 and Zm00001d043036); (4) autophagy (Zm00001d028417); and (5) cell growth and development (Zm00001d017495). The most of them in B73 maize line were shown to change the expression pattern in response to drought stress. These results provide useful information for understanding the genetic basis of drought stress tolerance of maize at seedling stage.
分类号:
- 相关文献
作者其他论文 更多>>
-
Establishment and application of quantitative detection of Bacillus velezensis HMB26553, a biocontrol agent against cotton damping-off caused by Rhizoctonia
作者:Su, Zhenhe;Liu, Gaoge;Li, Cong;Liu, Xiaomeng;Guo, Qinggang;Wang, Peipei;Dong, Lihong;Lu, Xiuyun;Zhao, Weisong;Zhang, Xiaoyun;Qu, Yuanghang;Zhang, Jiaqi;Mo, Shaojing;Li, Shezeng;Ma, Ping;Ma, Ping
关键词:Bacillus velezensis; detection; quantification; strain-specific primers; TaqMan qPCR; unique gene pB-gene0026
-
PSEUDO-RESPONSE REGULATOR 3b and transcription factor ABF3 modulate abscisic acid-dependent drought stress response in soybean
作者:Li, Cong;Chen, Yanhang;Hu, Qing;Zhao, Yunfeng;Lin, Yan;Yuan, Jianbo;Gu, Jinbao;Li, Yang;Wang, Zhen-Yu;Li, Cong;Chen, Yanhang;Gu, Jinbao;Li, Yang;Yang, Xiaolan;He, Jin;Wang, Dong;Liu, Bin
关键词:
-
Streptomyces virginiae XDS1-5, an antagonistic actinomycete, as a biocontrol to peach brown rot caused by Monilinia fructicola
作者:Chen, Meijun;Jia, Fan;Chen, Shan;Liu, Weina;Liu, Changyun;Sun, Xianchao;Chen, Guokang;Ma, Guanhua;Chen, Meijun;Zheng, Yang;Hu, Yan;Lu, Jinwei
关键词:peach brown rot; Monilinia fructicola; biocontrol; Streptomyces virginiae; XDS1-5
-
Adaptive precision cutting method for rootstock grafting of melons: modeling, analysis, and validation
作者:Chen, Shan;Zhao, Chunjiang;Chen, Shan;Jiang, Kai;Zheng, Wengang;Jia, Dongdong;Zhao, Chunjiang;Jiang, Kai;Zheng, Wengang;Jia, Dongdong;Zhao, Chunjiang
关键词:Melon; Grafting robot; Adaptive cutting; Rootstock pith cavity; Machine vision
-
A gravity-induced desalination technology effectively improving the freshwater production efficiency of freeze desalination
作者:Yang, Yuhui;Wang, Hairui;Huang, Weixiong;Song, Zhan;Li, Zhaoyang;Dong, Xiaomei;Yang, Yuhui;Wang, Hairui;Song, Zhan;Li, Zhaoyang;Yang, Yuhui;Dong, Xiaomei;Huang, Weixiong;Tan, Zhanming;Zheng, Qingsong;Li, Zhaoyang
关键词:Freeze desalination; Gravity-induced desalination; Salt distribution; Exponential fitting; Scenario simulation; Desalination device
-
The Bombyx mori singed Gene Is Involved in the High-Temperature Resistance of Silkworms
作者:Liu, Zhenye;Li, Cong;Yang, Wenyu;Wu, Qiao;Xiao, Wenfu;Zhu, Yan;Wei, Qiongqiong;Dong, Zhanqi;Lu, Cheng;Pan, Minhui;Chen, Peng;Xiao, Wenfu;Zhang, Guizheng
关键词:silkworm; high temperature stress; singed gene; oxidative stress; DNA damage
-
Compensatory effects of other olfactory genes after CRISPR/cas9 editing of BmOR56 in silkworm, Bombyx mori
作者:Jiang, Li;Li, Cong;Shen, Dongxu;Qian, Heying;Zhao, Qiaoling;Shen, Dongxu;Qian, Heying;Zhao, Qiaoling;Wang, Pingyang;Chen, Anli
关键词:BmOR56; Molecular docking; CRISPR/Cas9; Feeding habits; Transcriptome