Uncovering the Gene Regulatory Network of Maize Hybrid ZD309 under Heat Stress by Transcriptomic and Metabolomic Analysis
文献类型: 外文期刊
作者: Liu, Jingbao 1 ; Zhang, Linna 1 ; Huang, Lu 1 ; Yang, Tianxiao 2 ; Ma, Juan 1 ; Yu, Ting 1 ; Zhu, Weihong 1 ; Zhang, Zhanhui 1 ; Tang, Jihua 3 ;
作者机构: 1.Henan Acad Agr Sci, Inst Cereal Crops, Zhengzhou 450002, Peoples R China
2.Univ Florida, Plant Mol & Cellular Biol Program, Gainesville, FL 32611 USA
3.Henan Agr Univ, Coll Agron, Natl Key Lab Wheat & Maize Crop Sci, Collaborat Innovat Ctr Henan Grain Crops, Zhengzhou 450002, Peoples R China
关键词: maize (Zea mays L; ); hybrid; heat tolerance; transcriptome; metabolome; gene regulatory network; grain yield; physical alterations
期刊名称:PLANTS-BASEL ( 2021影响因子:4.658; 五年影响因子:4.827 )
年卷期: 2022 年 11 卷 5 期
收录情况: SCI
摘要: Maize is an important cereal crop but is sensitive to heat stress, which significantly restricts its grain yield. To explore the molecular mechanism of maize heat tolerance, a heat-tolerant hybrid ZD309 and its parental lines (H39_1 and M189) were subjected to heat stress, followed by transcriptomic and metabolomic analyses. After six-day-heat treatment, the growth of ZD309 and its parental lines were suppressed, showing dwarf stature and rolled leaf compared with the control plants. ZD309 exhibited vigorous growth; however, M189 displayed superior heat tolerance. By transcriptomic and metabolomic analysis, hundreds to thousands of differentially expressed genes (DEGs) and metabolites (DEMs) were identified. Notably, the female parent H39 shares more DEGs and DEMs with the hybrid ZD309, indicating more genetic gain derived from the female instead of the male. A total of 299 heat shock genes detected among three genotypes were greatly aggregated in sugar transmembrane transporter activity, plasma membrane, photosynthesis, protein processing in the endoplasmic reticulum, cysteine, and methionine metabolism. A total of 150 heat-responsive metabolites detected among three genotypes were highly accumulated, including jasmonic acid, amino acids, sugar, flavonoids, coumarin, and organic acids. Integrating transcriptomic and metabolomic assays revealed that plant hormone signal transduction, cysteine, and methionine metabolism, and alpha-linolenic acid metabolism play crucial roles in heat tolerance in maize. Our research will be facilitated to identify essential heat tolerance genes in maize, thereby contributing to breeding heat resistance maize varieties.
- 相关文献
作者其他论文 更多>>
-
Single-cell RNA sequencing profiles reveal cell type-specific transcriptional regulation networks conditioning fungal invasion in maize roots
作者:Cao, Yanyong;Zhang, Xingrui;Sun, Suli;Dong, Zhenying;Zhu, Zhendong;Duan, Canxing;Cao, Yanyong;Ma, Juan;Han, Shengbo;Hou, Mengwei;Zhou, Xiaoxiao;Zhang, Lili;Cao, Yanyong;Wei, Xun;Dong, Zhenying;Long, Yan;Wan, Xiangyuan;Cao, Yanyong;Ku, Lixia;Tang, Jihua;Han, Shengbo;Ku, Lixia;Tang, Jihua;Zhang, Lili;Zhang, Zhanyuan J.;Li, Xiangdong;Zhang, Zhanyuan J.
关键词:maize stalk rot; scRNA-seq; Fusarium verticillioides; co-expression module; immune regulatory networks
-
The RppC-AvrRppC NLR-effector interaction mediates the resistance to southern corn rust in maize
作者:Deng, Ce;Lv, Meng;Li, Xueying;Zhao, Xiaodi;Du, Wenjie;Li, Zheng;Li, Huimin;Li, Zhimin;Tian, Zhiqiang;Yang, Qinghua;Chen, Yanhui;Tang, Jihua;Xiong, Wei;Sun, Juan;Ding, Junqiang;Deng, Ce;Lv, Meng;Li, Xueying;Zhao, Xiaodi;Du, Wenjie;Li, Zheng;Li, Zhimin;Tian, Zhiqiang;Yang, Qinghua;Chen, Yanhui;Tang, Jihua;Xiong, Wei;Sun, Juan;Ding, Junqiang;Leonard, April;Cahill, James;Li, Yurong;Thatcher, Shawn;Llaca, Victor;Fengler, Kevin;Marshall, Lisa;Harris, Charlotte;Tabor, Girma;Li, Bailin;Wang, Xintao;Hao, Junjie;Yan, Jianbing;Lai, Zhibing;Fei, Xiaohong;Song, Weibin;Lai, Jinsheng;Zhang, Xuecai;Xiong, Wei;Shu, Guoping;Wang, Yibo;Chang, Yuxiao;Zhu, Weiling
关键词:Key words; maize; Zea mays; RppC; AvrRppC; southern corn rust; SCR
-
Genomic insights into historical improvement of heterotic groups during modern hybrid maize breeding
作者:Li, Chunhui;Guan, Honghui;Li, Yongxiang;Liu, Xuyang;Zhang, Dengfeng;Wang, Xiaoming;Shi, Yunsu;Song, Yanchun;Li, Yu;Wang, Tianyu;Jing, Xin;Jiao, Chengzhi;Li, Yaoyao;Wang, Haiyang;Wang, Baobao;Liu, Cheng;Xie, Xiaoqing;Zhao, Haiyan;Wang, Yanbo;Liu, Jingbao;Zhang, Panpan;Hu, Guanghui;Li, Guoliang;Li, Suiyan;Sun, Dequan;Ross-Ibarra, Jeffrey;Ross-Ibarra, Jeffrey;Ross-Ibarra, Jeffrey
关键词:
-
Transcriptomic Variations and Network Hubs Controlling Seed Size and Weight During Maize Seed Development
作者:Wang, Yanzhao;Ma, Juan;Zhou, Bo;Han, Xiaohua;Cheng, Junling;Lu, Xiaomin;Cao, Yanyong;Nie, Lihong;Fan, Zaifeng;Fan, Zaifeng;Li, Yuling
关键词:Zea mays; allele-specific expression; hub gene; seed development; seed size; seed weight; ZmARF12
-
Genomic insights into historical improvement of heterotic groups during modern hybrid maize breeding
作者:Li, Chunhui;Guan, Honghui;Li, Yongxiang;Liu, Xuyang;Zhang, Dengfeng;Wang, Xiaoming;Shi, Yunsu;Song, Yanchun;Li, Yu;Wang, Tianyu;Jing, Xin;Jiao, Chengzhi;Li, Yaoyao;Wang, Haiyang;Wang, Baobao;Liu, Cheng;Xie, Xiaoqing;Zhao, Haiyan;Wang, Yanbo;Liu, Jingbao;Zhang, Panpan;Hu, Guanghui;Li, Guoliang;Li, Suiyan;Sun, Dequan;Ross-Ibarra, Jeffrey;Ross-Ibarra, Jeffrey;Ross-Ibarra, Jeffrey
关键词:
-
Comparative transcriptomic analysis of maize ear heterosis during the inflorescence meristem differentiation stage
作者:Shi, Xia;Li, Weihua;Guo, Zhanyong;Wu, Mingbo;Yuan, Liang;Qiu, Xiaoqian;Xing, Ye;Sun, Xiaojing;Xie, Huiling;Tang, Jihua;Shi, Xia;Zhang, Xiangge;Tang, Jihua
关键词:Maize (Zea mays L; ); Heterosis; Inflorescence meristem; Transcriptomics; Additive and non-additive gene expression; Allele-specific expression
-
Improving Yield and Water Productivity of Rainfed Summer Maize in Smallholder Farming: A Case Study in Hebei Province, China
作者:Yang, Wenfang;Yang, Junfang;Xing, Suli;Yue, Zengliang;Huang, Shaohui;Yang, Yunma;Jia, Liangliang;Liu, Jingbao;Liu, Ketong
关键词:yield potential; water productivity; smallholder farming; rainfed summer maize