Gene coexpression network analysis combined with metabonomics reveals the resistance responses to powdery mildew in Tibetan hulless barley

被引:0
|
作者
Hongjun Yuan
Xingquan Zeng
Qiaofeng Yang
Qijun Xu
Yulin Wang
Dunzhu Jabu
Zha Sang
Nyima Tashi
机构
[1] State Key Laboratory of Hulless Barley and Yak Germplasm Resources and Genetic Improvement,Research Institute of Agriculture
[2] Tibet Academy of Agricultural and Animal Husbandry Sciences,undefined
[3] Wuhan Metware Biotechnology Co.,undefined
[4] Ltd,undefined
[5] Tibet Academy of Agricultural and Animal Husbandry Sciences,undefined
来源
关键词
Tibetan Hulless Barley; Powdery Mildew; Differentially Expressed Genes (DEGs); Weighted Gene Co-expression Network Analysis; Phenylpropanoid Biosynthesis;
D O I
暂无
中图分类号
学科分类号
摘要
Powdery mildew is a fungal disease that represents a ubiquitous threat to crop plants. Transcriptomic and metabolomic analyses were used to identify molecular and physiological changes in Tibetan hulless barley in response to powdery mildew. There were 3418 genes and 405 metabolites differentially expressed between the complete resistance cultivar G7 and the sensitive cultivar Z13. Weighted gene coexpression network analysis was carried out, and the differentially expressed genes were enriched in five and four major network modules in G7 and Z13, respectively. Further analyses showed that phytohormones, photosynthesis, phenylpropanoid biosynthesis, and flavonoid biosynthesis pathways were altered during Qingke-Blumeria graminis (DC.) f.sp. hordei (Bgh) interaction. Comparative analyses showed a correspondence between gene expression and metabolite profiles, and the activated defenses resulted in changes of metabolites involved in plant defense response, such as phytohormones, lipids, flavone and flavonoids, phenolamides, and phenylpropanoids. This study enabled the identification of Bgh responsive genes and provided new insights into the dynamic physiological changes that occur in Qingke during response to powdery mildew. These findings greatly improve our understanding of the mechanisms of induced defense response in Qingke and will provide new clues for the development of resistant Tibetan hulless barley varieties.
引用
收藏
相关论文
共 50 条
  • [1] Gene coexpression network analysis combined with metabonomics reveals the resistance responses to powdery mildew in Tibetan hulless barley
    Yuan, Hongjun
    Zeng, Xingquan
    Yang, Qiaofeng
    Xu, Qijun
    Wang, Yulin
    Jabu, Dunzhu
    Sang, Zha
    Tashi, Nyima
    SCIENTIFIC REPORTS, 2018, 8
  • [2] Coexpression network analysis of the genes regulated by two types of resistance responses to powdery mildew in wheat
    Juncheng Zhang
    Hongyuan Zheng
    Yiwen Li
    Hongjie Li
    Xin Liu
    Huanju Qin
    Lingli Dong
    Daowen Wang
    Scientific Reports, 6
  • [3] Coexpression network analysis of the genes regulated by two types of resistance responses to powdery mildew in wheat
    Zhang, Juncheng
    Zheng, Hongyuan
    Li, Yiwen
    Li, Hongjie
    Liu, Xin
    Qin, Huanju
    Dong, Lingli
    Wang, Daowen
    SCIENTIFIC REPORTS, 2016, 6
  • [4] Analysis of powdery mildew resistance in the Spanish barley core collection
    Silvar, C.
    Flath, K.
    Kopahnke, D.
    Gracia, M. P.
    Lasa, J. M.
    Casas, A. M.
    Igartua, E.
    Ordon, F.
    PLANT BREEDING, 2011, 130 (02) : 195 - 202
  • [5] Identification of RAPD marker for the Mlat powdery mildew resistance gene in barley
    Czembor, PC
    Czembor, JH
    MIKOLOGIYA I FITOPATOLOGIYA, 2005, 39 (02): : 66 - 73
  • [6] The Barley mlo-gene:: an important powdery mildew resistance source
    Lyngkjær, MF
    Newton, AC
    Atzema, JL
    Baker, SJ
    AGRONOMIE, 2000, 20 (07): : 745 - 756
  • [7] Mapping resistance to powdery mildew in barley reveals a large-effect nonhost resistance QTL
    Cynara C. T. Romero
    Jasper P. Vermeulen
    Anton Vels
    Axel Himmelbach
    Martin Mascher
    Rients E. Niks
    Theoretical and Applied Genetics, 2018, 131 : 1031 - 1045
  • [8] Mapping resistance to powdery mildew in barley reveals a large-effect nonhost resistance QTL
    Romero, Cynara C. T.
    Vermeulen, Jasper P.
    Vels, Anton
    Himmelbach, Axel
    Mascher, Martin
    Niks, Rients E.
    THEORETICAL AND APPLIED GENETICS, 2018, 131 (05) : 1031 - 1045
  • [9] Identifying a novel powdery mildew resistance gene in a barley landrace from Morocco
    Piechota, Urszula
    Czembor, Pawel C.
    Slowacki, Piotr
    Czembor, Jerzy H.
    JOURNAL OF APPLIED GENETICS, 2019, 60 (3-4) : 243 - 254
  • [10] DIALLEL ANALYSIS FOR POWDERY MILDEW RESISTANCE AND PROTEIN-CONTENT IN BARLEY
    HUSSEIN, HAS
    MORSI, LR
    MUSTAFA, KAA
    EGYPTIAN JOURNAL OF GENETICS AND CYTOLOGY, 1983, 12 (01): : 187 - 206