Integrated Analysis of Metabolome and Transcriptome Data for Uncovering Flavonoid Components of Zanthoxylum bungeanum Maxim. Leaves Under Drought Stress

被引:22
|
作者
Hu, Haichao [1 ,2 ]
Fei, Xitong [1 ,2 ]
He, Beibei [3 ]
Luo, Yingli [1 ,2 ]
Qi, Yichen [1 ,2 ]
Wei, Anzhi [1 ,2 ]
机构
[1] Northwest Agr & Forestry Univ, Coll Forestry, Xianyang, Peoples R China
[2] Res Ctr Engn & Technol Zanthoxylum State Forestry, Xianyang, Peoples R China
[3] Northwest Agr & Forestry Univ, Coll Hort, Xianyang, Peoples R China
来源
FRONTIERS IN NUTRITION | 2022年 / 8卷
关键词
Zanthoxylum bungeanum Maxim; leaves; flavonoids; metabolome; drought stress; WGCNA; BIOSYNTHESIS; EXPRESSION;
D O I
10.3389/fnut.2021.801244
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Zanthoxylum bungeanum Maxim. leaves (ZBLs) are rich in flavonoids and have become popular in nutrition, foods and medicine. However, the flavonoid components in ZBLs and the mechanism of flavonoid biosynthesis under drought stress have received little attention. Here, we performed an integrative analysis of the metabolome and transcriptome of ZBLs from HJ (Z. bungeanum cv. "Hanjiao") and FJ (Z. bungeanum cv. "Fengjiao") at four drought stages. A total of 231 individual flavonoids divided into nine classes were identified and flavones and flavonols were considered the most abundant flavonoid components in ZBLs. The total flavonoid content of ZBLs was higher in FJ; it increased in FJ under drought stress but decreased in HJ. Nine-quadrant analysis identified five and eight differentially abundant flavonoids in FJ and HJ leaves, respectively, under drought stress. Weighted gene correlation network analysis (WGCNA) identified nine structural genes and eight transcription factor genes involved in the regulation of flavonoid biosynthesis. Moreover, qRT-PCR results verified the accuracy of the transcriptome data and the reliability of the candidate genes. Taken together, our results reveal the flavonoid components of ZBLs and document changes in flavonoid metabolism under drought stress, providing valuable information for nutrition value and food utilization of ZBLs.
引用
收藏
页数:16
相关论文
共 35 条
  • [21] Integrated Analysis of the Transcriptome and Metabolome of Brassica rapa Revealed Regulatory Mechanism under Heat Stress
    Yu, Jing
    Li, Pengli
    Tu, Song
    Feng, Ningxiao
    Chang, Liying
    Niu, Qingliang
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (18)
  • [22] Integrated pathway-level analysis of transcriptome and metabolome data for mouse model of social stress
    Gautam, Aarti
    Muhie, Seid
    Chakraborty, Nabarun
    Hoke, Allison
    Hammamieh, Rasha
    Jett, Marti
    FASEB JOURNAL, 2012, 26
  • [23] Integrative analysis of metabolome and transcriptome reveals molecular regulatory mechanism of flavonoid biosynthesis in Cyclocarya paliurus under salt stress
    Zhang, Lei
    Zhang, Zijie
    Fang, Shengzuo
    Liu, Yang
    Shang, Xulan
    INDUSTRIAL CROPS AND PRODUCTS, 2021, 170
  • [24] Understanding the response in Pugionium cornutum (L.) Gaertn. seedling leaves under drought stress using transcriptome and proteome integrated analysis
    Wang, Ping
    Wu, Zhaoxin
    Chen, Guihua
    Yu, Xiaojing
    PEERJ, 2023, 11
  • [25] Integrated analysis of metabolome and transcriptome reveals key candidate genes involved in flavonoid biosynthesis in Pinellia ternata under heat stress (vol 136, pg 359, 2023)
    Guo, Lianan
    Tan, Jun
    Deng, Xiaoshu
    Mo, Rangyu
    Pan, Yuan
    Cao, Yueqing
    Chen, Daxia
    JOURNAL OF PLANT RESEARCH, 2023, 136 (04) : 577 - 577
  • [26] Comparative analysis of fatty acids, volatile and non-volatile components in red huajiao (Zanthoxylum bungeanum maxim.) and green huajiao (Zanthoxylum armatum DC.) using GC-MS, UPLC-LTQ-Orbitrap-MS/MS and HPLC-DAD
    Zhao, Chi
    Han, Mei
    Tu, Tan
    Chen, Shanbo
    Hu, Wen
    Dong, Ling
    Zhang, Fengju
    Zhao, Yuejun
    Li, Zhihua
    INDUSTRIAL CROPS AND PRODUCTS, 2023, 204
  • [27] Transcriptome and metabolome analysis reveal the dynamic changes and biosynthesis pathways of alkaloids in Sophora alopecuroides L. under drought stress
    Huang, Xiang
    Rong, Wenwen
    Zhang, Xingxin
    Gao, Yude
    Zhou, Yongshun
    Su, Jinjuan
    Luo, Honghai
    Chu, Guangming
    Wang, Mei
    INDUSTRIAL CROPS AND PRODUCTS, 2024, 212
  • [28] Flavonoid profile of Anoectochilus roxburghii (Wall.) Lindl. Under short-term heat stress revealed by integrated metabolome, transcriptome, and biochemical analyses
    Cui, Meng
    Liang, Zhiyan
    Liu, Yuxin
    Sun, Qifang
    Wu, Dong
    Luo, Liping
    Hao, Yingbin
    PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2023, 201
  • [29] Integrated transcriptome and metabolome analysis reveals the anthocyanin biosynthesis mechanisms in blueberry (Vaccinium corymbosum L.) leaves under different light qualities
    Zhang, Jiaying
    Li, Shuigen
    An, Haishan
    Zhang, Xueying
    Zhou, Boqiang
    FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [30] Uncovering the Genomic Regions Associated with Yield Maintenance in Rice Under Drought Stress Using an Integrated Meta-Analysis Approach
    Daryani, Parisa
    Amirbakhtiar, Nazanin
    Soorni, Jahad
    Loni, Fatemeh
    Darzi Ramandi, Hadi
    Shobbar, Zahra-Sadat
    RICE, 2024, 17 (01)