Network of the transcriptome and metabolomics reveals a novel regulation of drought resistance during germination in wheat

被引:22
作者
Li, Zongzhen [1 ]
Lian, Yanhao [1 ]
Gong, Pu [1 ]
Song, Linhu [1 ]
Hu, Junjie [1 ]
Pang, Haifang [1 ]
Ren, Yongzhe [1 ]
Xin, Zeyu [1 ]
Wang, Zhiqiang [1 ]
Lin, Tongbao [1 ]
机构
[1] Henan Agr Univ, Coll Agron, Zhengzhou 450002, Peoples R China
关键词
Abscisic acid; drought resistance; germination; metabolomics; mTOR signalling; linoleic acid; alinolenic acid; RNA-seq; wheat; ABSCISIC-ACID; SEED-GERMINATION; ABIOTIC STRESS; ARABIDOPSIS-THALIANA; GENE-EXPRESSION; PLANT-GROWTH; TOR KINASE; TOLERANCE; INHIBITION; RESPONSES;
D O I
10.1093/aob/mcac102
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Background and Aims The North China Plain, the highest winter-wheat-producing region of China, is seriously threatened by drought. Traditional irrigation wastes a significant amount of water during the sowing season. Therefore, it is necessary to study the drought resistance of wheat during germination to maintain agricultural ecological security. From several main cultivars in the North China Plain, we screened the drought-resistant cultivar JM47 and drought-sensitive cultivar AK58 during germination using the polyethylene glycol (PEG) drought simulation method. An integrated analysis of the transcriptome and metabolomics was performed to understand the regulatory networks related to drought resistance in wheat germination and verify key regulatory genes. Methods Transcriptional and metabolic changes were investigated using statistical analyses and gene-metabolite correlation networks. Transcript and metabolite profiles were obtained through high-throughput RNA-sequencing data analysis and ultra-performance liquid chromatography quadrupole time-of-flight tandem mass spectrometry, respectively. Key Results A total of 8083 and 2911 differentially expressed genes (DEGs) and 173 and 148 differential metabolites were identified in AK58 and JM47, respectively, under drought stress. According to the integrated analysis results, mammalian target of rapamycin (mTOR) signalling was prominently enriched in JM47. A decrease in alpha-linolenic acid content was consistent with the performance of DEGs involved in jasmonic acid biosynthesis in the two cultivars under drought stress. Abscisic acid (ABA) content decreased more in JM47 than in AK58, and linoleic acid content decreased in AK58 but increased in JM47. alpha-Tocotrienol was upregulated and strongly correlated with alpha-linolenic acid metabolism. Conclusions The DEGs that participated in the mTOR and alpha-linolenic acid metabolism pathways were considered candidate DEGs related to drought resistance and the key metabolites alpha-tocotrienol, linoleic acid and L-leucine, which could trigger a comprehensive and systemic effect on drought resistance during germination by activating mTOR-ABA signalling and the interaction of various hormones.
引用
收藏
页码:717 / 735
页数:19
相关论文
共 57 条
[1]   The Role of Two F-Box Proteins, SLEEPY1 and SNEEZY, in Arabidopsis Gibberellin Signaling [J].
Ariizumi, Tohru ;
Lawrence, Paulraj K. ;
Steber, Camille M. .
PLANT PHYSIOLOGY, 2011, 155 (02) :765-775
[2]   Target of rapamycin, a master regulator of multiple signalling pathways and a potential candidate gene for crop improvement [J].
Bakshi, A. ;
Moin, M. ;
Madhav, M. S. ;
Kirti, P. B. .
PLANT BIOLOGY, 2019, 21 (02) :190-205
[3]   Ectopic expression of Arabidopsis Target of Rapamycin (AtTOR) improves water-use efficiency and yield potential in rice [J].
Bakshi, Achala ;
Moin, Mazahar ;
Kumar, M. Udaya ;
Reddy, Aramati Bindu Madhava ;
Ren, Maozhi ;
Datla, Raju ;
Siddiq, E. A. ;
Kirti, P. B. .
SCIENTIFIC REPORTS, 2017, 7
[4]   Jasmonate signalling network in Arabidopsis thaliana:: crucial regulatory nodes and new physiological scenarios [J].
Balbi, Virginia ;
Devoto, Alessandra .
NEW PHYTOLOGIST, 2008, 177 (02) :301-318
[5]   A TOR-YAK1 signaling axis controls cell cycle, meristem activity and plant growth in Arabidopsis [J].
Barrada, Adam ;
Djendli, Meriem ;
Desnos, Thierry ;
Mercier, Raphael ;
Robaglia, Christophe ;
Montane, Marie-Heprimelene ;
Menand, Benoit .
DEVELOPMENT, 2019, 146 (03)
[6]   Specific roles of tocopherols and tocotrienols in seed longevity and germination tolerance to abiotic stress in transgenic rice [J].
Chen, Defu ;
Li, Yanlan ;
Fang, Tao ;
Shi, Xiaoli ;
Chen, Xiwen .
PLANT SCIENCE, 2016, 244 :31-39
[7]   Isolation of a wheat (Triticum aestivum L.) mutant in ABA 8′-hydroxylase gene: effect of reduced ABA catabolism on germination inhibition under field condition [J].
Chono, Makiko ;
Matsunaka, Hitoshi ;
Seki, Masako ;
Fujita, Masaya ;
Kiribuchi-Otobe, Chikako ;
Oda, Shunsuke ;
Kojima, Hisayo ;
Kobayashi, Daisuke ;
Kawakami, Naoto .
BREEDING SCIENCE, 2013, 63 (01) :104-115
[8]   The Arabidopsis TOR kinase links plant growth, yield, stress resistance and mRNA translation [J].
Deprost, Dorothee ;
Yao, Lei ;
Sormani, Rodnay ;
Moreau, Manon ;
Leterreux, Guillaume ;
Nicolaie, Maryse ;
Bedu, Magali ;
Robaglia, Christophe ;
Meyer, Christian .
EMBO REPORTS, 2007, 8 (09) :864-870
[9]   Seed dormancy and the control of germination [J].
Finch-Savage, William E. ;
Leubner-Metzger, Gerhard .
NEW PHYTOLOGIST, 2006, 171 (03) :501-523
[10]   Target of Rapamycin Signaling in Plant Stress Responses1[OPEN] [J].
Fu, Liwen ;
Wang, Pengcheng ;
Xiong, Yan .
PLANT PHYSIOLOGY, 2020, 182 (04) :1613-1623