GWAS and WGCNA uncover hub genes controlling salt tolerance in maize (Zea mays L.) seedlings
文献类型： 外文期刊
作者： Ma, Langlang 1 ; Zhang, Minyan 1 ; Chen, Jie 1 ; Qing, Chunyan 1 ; He, Shijiang 1 ; Zou, Chaoying 1 ; Yuan, Guangsheng 1 ;
作者机构： 1.Sichuan Agr Univ, Maize Res Inst, Key Lab Biol & Genet Improvement Maize Southwest, Chengdu, Sichuan, Peoples R China
2.Sichuan Acad Agr Sci, Crop Res Inst, Chengdu, Sichuan, Peoples R China
3.Sichuan Tourism Coll, Chengdu, Sichuan, Peoples R China
4.Iowa State Univ, Dept Agron, Ames, IA 50010 USA
期刊名称：THEORETICAL AND APPLIED GENETICS （ 影响因子：5.699； 五年影响因子：5.565 ）
ISSN： 0040-5752
年卷期： 2021 年 134 卷 10 期
页码：
收录情况： SCI
摘要： Keymessage Two hub genesGRMZM2G075104andGRMZM2G333183involved in salt tolerance were identified by GWAS and WGCNA. Furthermore, they were verified to affect salt tolerance by candidate gene association analysis. Salt stress influences maize growth and development. To decode the genetic basis and hub genes controlling salt tolerance is a meaningful exploration for cultivating salt-tolerant maize varieties. Herein, we used an association panel consisting of 305 lines to identify the genetic loci responsible for Na+- and K+-related traits in maize seedlings. Under the salt stress, seven significant single nucleotide polymorphisms were identified using a genome-wide association study, and 120 genes were obtained by scanning the linkage disequilibrium regions of these loci. According to the transcriptome data of the above 120 genes under salinity treatment, we conducted a weighted gene co-expression network analysis. Combined the gene annotations, two SNaC/SKC (shoot Na+ content/shoot K+ content)-associated genes GRMZM2G075104 and GRMZM2G333183 were finally identified as the hub genes involved in salt tolerance. Subsequently, these two genes were verified to affect salt tolerance of maize seedlings by candidate gene association analysis. Haplotypes TTGTCCG-CT and CTT were determined as favorable/salt-tolerance haplotypes for GRMZM2G075104 and GRMZM2G333183, respectively. These findings provide novel insights into genetic architectures underlying maize salt tolerance and contribute to the cultivation of salt-tolerant varieties in maize.
- 相关文献
作者其他论文 更多>>
-
Unveiling the heterosis pattern of modern maize breeding in Southwest China through population structure and genetic diversity analysis
作者：Ma, Peng;Zhang, Hua;Shui, Hongxia;Wang, Xiuquan;Qing, Chunyan;Lu, Tingqi;Pang, Qihua;Pei, Wenzheng;Chen, Hongmei;He, Chenyan;He, Dan;Ma, Peng;Zhang, Hua;Shui, Hongxia;Wang, Xiuquan;Qing, Chunyan;Lu, Tingqi;Pang, Qihua;Pei, Wenzheng;Chen, Hongmei;He, Chenyan;He, Dan;Zhang, Xuecai;Gao, Shibin;Luo, Bowen;Gao, Shibin;Zhang, Haiying;Luo, Bowen;Gao, Shibin;Zhang, Haiying;Luo, Bowen;Nie, Zhi
关键词：Maize; Whole-genome sequencing; Single-nucleotide polymorphism; Combining ability; Heterosis pattern; Deleterious mutation
-
Quantitative trait locus analysis of gray leaf spot resistance in the maize IBM Syn10 DH population
作者：Cui, Lina;Zhang, Haiyan;Duan, Luyao;Li, Wenyi;Zou, Chengjia;Zhang, Zhenyu;Cai, Weili;Li, Xiao;Cui, Lina;Zhang, Haiyan;Duan, Luyao;Li, Wenyi;Zou, Chengjia;Zhang, Zhenyu;Cai, Weili;Li, Xiao;Sun, Mingfei;Zhu, Hongjie;Liu, Hongjun;Yang, Xuerong;Zhang, Lin;Dong, Ling;Liu, Xianjun;Zeng, Xing;Kong, Qianqian;Sun, Yanjie;Ming, Yulin;Lubberstedt, Thomas
关键词：
-
Drip Fertigation Improves Maize Yield, Resource Utilization, and Economic Benefits by Increasing Light Interception Under Dense Planting in Southwest China
作者：Song, Li;Song, Li;Hu, Dan;Song, Li;Li, Shaokun;Hou, Peng;Liu, Guangzhou;Yang, Yunshan;Guo, Xiaoxia;Zhang, Hua;Lu, Tingqi;Qing, Chunyan;Zhang, Hua;Lu, Tingqi;Qing, Chunyan
关键词：dense planting; drip irrigation; light interception; maize; resource use efficiency
-
Effects of climate warming and human activities on the distribution patterns of Fritillaria unibracteata in eastern Qinghai-Tibetan Plateau
作者：Zhao, Dan;Wang, Jun;Dai, Wei;Ye, KunHao;Chen, Jie;Lai, Qianglong;Li, Haiying;Zhong, Binglian;Yu, Xiaoli
关键词：
-
Assessment of Genetic Diversity and Genetic Structure of Saussurea medusa (Asteraceae), a "Sky Island" Plant in the Qinghai-Tibet Plateau, Using SRAP Markers
作者：Wang, Jun;Dai, Wei;Chen, Jie;Ye, Kunhao;Lai, Qianglong;Zhao, Dan
关键词：Saussurea medusa; sky island; genetic diversity; genetic structure; population differentiation; climatic factors
-
Identification of peanut storage period based on hyperspectral imaging technology
作者：Zou, Zhiyong;Chen, Jie;Zhao, Yongpeng;Wang, Yuchao;Wu, Weijia;Xu, Lijia;Zhou, Man;Wang, Zhitang;Liu, Ke
关键词：hyperspectral; freshness; non-destructive testing techniques; feature selection; regression model
-
Genetic architecture of maize yield traits dissected by QTL mapping and GWAS in maize
作者：Zhang, Xiao;Ren, Zhiyong;Luo, Bowen;Zhong, Haixu;Ma, Peng;Zhang, Hongkai;Hu, Hongmei;Wang, Yikai;Zhang, Haiying;Liu, Dan;Wu, Ling;Zhang, Suzhi;Shen, Yaou;Gao, Shibin;Zhang, Xiao;Luo, Bowen;Zhong, Haixu;Ma, Peng;Zhang, Hongkai;Hu, Hongmei;Wang, Yikai;Zhang, Haiying;Liu, Dan;Wu, Ling;Zhang, Suzhi;Shen, Yaou;Gao, Shibin;Ren, Zhiyong;Nie, Zhi;Zhu, Yonghui;He, Wenzhu;Zhang, Suzhi;Shen, Yaou;Gao, Shibin;Su, Shunzong
关键词：Maize; Yield traits; Genome-wide association study (GWAS); Quantitative trait locus (QTL); Coexpression networks
