Integrative transcriptomic and metabolomic analyses reveal the flavonoid biosynthesis of Pyrus hopeiensis flowers under cold stress

被引:29
作者
Li, Yongtan [1 ,2 ]
Zhang, Jun [1 ,2 ]
Wang, Shijie [1 ,2 ]
Zhang, Haie [3 ]
Liu, Yichao [1 ,2 ,4 ]
Yang, Minsheng [1 ,2 ]
机构
[1] Hebei Agr Univ, Forestry Coll, Forest Dept, Baoding 071001, Hebei, Peoples R China
[2] Hebei Key Lab Tree Genet Resources & Forest Protec, Baoding 071001, Hebei, Peoples R China
[3] Hebei Normal Univ Sci & Technol, Qinhuangdao 066600, Hebei, Peoples R China
[4] Hebei Acad Forestry & Grassland, Inst Landscaping, Shijiazhuang 050061, Hebei, Peoples R China
关键词
Pyrus hopeiensis; Cold resistance of flower; Transcriptome; Metabolome; Flavonoid; WGCNA; R2R3-MYB GENE FAMILY; ANTHOCYANIN BIOSYNTHESIS; FUNCTIONAL-CHARACTERIZATION; GENOME-WIDE; TEMPERATURE; ALIGNMENT; PATHWAY; APPLE;
D O I
10.1016/j.hpj.2022.11.004
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Low temperature is among the most restrictive factors to limit the yield and distribution of pear. Pyrus hopeiensis is a valuable wild resource. PCA showed that P. hopeiensis had strong cold resistance. In this study, the mRNA and metabolome sequencing of P. hopeiensis flower organs exposed to different low temperatures were performed to identify changes of genes and metabolites in response to low-temperature stress. A total of 4 851 differentially expressed genes (DEGs) were identified. Trend analysis showed that these DEGs were significantly enriched in profiles 19, 18, 7, 14, 1, 4 and 11. And the KEGG enrichment analysis showed that the DEGs in profile 18 were significantly enriched in flavone and flavonol biosynthesis. Besides, the expressed trends as well as GO and KEGG functional enrichment analyses of DEGs under cold and freezing stress showed significantly difference. Analyses of flavonoid-related pathways indicated that flavonoid structural genes had under-gone significant changes. Correlation analysis showed that bHLH and MYB TFs may affect flavonoid biosynthesis by regulating structural gene expression. And PhMYB308 and PhMYB330 were likely candidate repressors of flavonoid biosynthesis by binding to a specific site in bHLH proteins. In total, 92 differentially accumulated metabolites (DAMs) were identified in P. hopeiensis flowers including 12 flavonoids. WGCNA results showed that coral 1, pink and brown 4 modules were closely associated with flavonoids and 11 MYBs and 15 bHLHs among the three modules may activate or inhibit the expression of 23 structural genes of flavonoid biosynthesis. Taken together, the results of this study provided a theoretical basis for further exploration of the molecular mechanisms of flavonoid biosynthesis and cold resistance of P. hopeiensis flower organs and our findings laid a foundation for further molecular breeding in cold-resistant pear varieties.
引用
收藏
页码:395 / 413
页数:19
相关论文
共 50 条
[31]   Physiological, transcriptomic, and metabolomic analyses reveal the adaptation mechanism of Betaphycus gelatinus under different salinity conditions [J].
Tian, Hui ;
Deng, Yongqiu ;
Liao, Kangtai ;
Xu, Siqi ;
Chen, Jihong ;
He, Linwen .
ALGAL RESEARCH-BIOMASS BIOFUELS AND BIOPRODUCTS, 2025, 86
[32]   Transcriptomic and metabolomic analyses reveal that lignin biosynthesis contributes to bayberry (Myrica rubra) defence responses against twig blight [J].
Guo, Junning ;
Li, Gang ;
Ijaz, Munazza ;
Hafeez, Rahila ;
Ibrahim, Ezzeldin ;
Ahmed, Temoor ;
Qi, Xingjiang ;
Zhang, Shuwen ;
Ali, Hayssam M. ;
Li, Bin ;
Ren, Haiying .
PLANT STRESS, 2024, 13
[33]   Transcriptomic and Metabolomic Profiling Reveal the Close Implication of Alkaloid Biosynthesis and Ureide Metabolism to Drought Stress Tolerance in Maize [J].
Arif, Muhammad ;
Helal, Md Mostofa Uddin ;
Bilal, Muhammad Saqib ;
Shi, Wenqi ;
Wang, Zhongni ;
Xu, Ruhong ;
Ghorbani, Abazar ;
Chen, Mo Xian ;
Li, Luhua .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2025, 73 (24) :15416-15428
[34]   Comparative Metabolomic and Transcriptomic Studies Reveal Key Metabolism Pathways Contributing to Freezing Tolerance Under Cold Stress in Kiwifruit [J].
Sun, Shihang ;
Fang, Jinbao ;
Lin, Miaomiao ;
Hu, Chungen ;
Qi, Xiujuan ;
Chen, Jinyong ;
Zhong, Yunpeng ;
Muhammad, Abid ;
Li, Zhi ;
Li, Yukuo .
FRONTIERS IN PLANT SCIENCE, 2021, 12
[35]   Metabolomic and transcriptomic analyses reveal the effects of self- and hetero-grafting on anthocyanin biosynthesis in grapevine [J].
Zhong, Haixia ;
Liu, Zhongjie ;
Zhang, Fuchun ;
Zhou, Xiaoming ;
Sun, Xiaoxia ;
Li, Yongyao ;
Liu, Wenwen ;
Xiao, Hua ;
Wang, Nan ;
Lu, Hong ;
Pan, Mingqi ;
Wu, Xinyu ;
Zhou, Yongfeng .
HORTICULTURE RESEARCH, 2022, 9
[36]   Integrated transcriptomic and metabolomic analysis of flavonoid biosynthesis in cigar tobacco leaves under variable nitrogen regimes [J].
Jia, Kai ;
Shi, Juanjuan ;
Bai, Lingli ;
Wang, Xueren ;
Wang, Yuemin ;
Li, Xiangzhen ;
Li, Wenqing ;
Zheng, Chaoyuan .
FRONTIERS IN PLANT SCIENCE, 2025, 16
[37]   Physiological and transcriptomic analyses reveal a response mechanism to cold stress in Santalum album L. leaves [J].
Zhang, Xinhua ;
Teixeira da Silva, Jaime A. ;
Niu, Meiyun ;
Li, Mingzhi ;
He, Chunmei ;
Zhao, Jinhui ;
Zeng, Songjun ;
Duan, Jun ;
Ma, Guohua .
SCIENTIFIC REPORTS, 2017, 7
[38]   Integrated transcriptomic and metabolomic analyses reveal critical gene regulatory network in response to drought stress in Dendrobium nobile Lindl [J].
Lv, Chaoyan ;
He, Ya ;
Jiang, Zaiqian ;
Hu, Wenjia ;
Zhang, Mei .
BMC PLANT BIOLOGY, 2025, 25 (01)
[39]   Transcriptomic and targeted metabolomic analyses provide insights into the flavonoids biosynthesis in the flowers of Lonicera macranthoides (VOL 24, 19, 2024) [J].
Lv, Ling Ling ;
Li, Li Yun ;
Xiao, Long Qian ;
Pi, Jian Hui .
BMC BIOTECHNOLOGY, 2024, 24 (01)
[40]   Integrated Transcriptomic and Metabolomic Analyses of Cold-Tolerant and Cold-Sensitive Pepper Species Reveal Key Genes and Essential Metabolic Pathways Involved in Response to Cold Stress [J].
Gao, Chonglun ;
Mumtaz, Muhammad Ali ;
Zhou, Yan ;
Yang, Zhuang ;
Shu, Huangying ;
Zhu, Jie ;
Bao, Wenlong ;
Cheng, Shanhan ;
Yin, Liyan ;
Huang, Jiaquan ;
Wang, Zhiwei .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (12)