Combined Analysis of the Metabolome and Transcriptome Identified Candidate Genes Involved in Phenolic Acid Biosynthesis in the Leaves of Cyclocarya paliurus

被引:41
|
作者
Lin, Weida [1 ,2 ]
Li, Yueling [2 ]
Lu, Qiuwei [2 ]
Lu, Hongfei [1 ]
Li, Junmin [2 ]
机构
[1] Zhejiang Sci Tech Univ, Coll Life Sci, Hangzhou 310018, Peoples R China
[2] Taizhou Univ, Zhejiang Prov Key Lab Plant Evolutionary Ecol & C, Taizhou 318000, Peoples R China
关键词
phenolic acid; Cyclocarya paliurus; metabolome; transcriptome; developmental stages; EXPRESSION; ANTHOCYANIN; POTATO; FLAVONOIDS; POLYSACCHARIDE; ACCUMULATION; INTEGRATION; ILJINSKAJA; RESPONSES; INTERACT;
D O I
10.3390/ijms21041337
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
To assess changes of metabolite content and regulation mechanism of the phenolic acid biosynthesis pathway at different developmental stages of leaves, this study performed a combined metabolome and transcriptome analysis of Cyclocarya paliurus leaves at different developmental stages. Metabolite and transcript profiling were conducted by ultra-performance liquid chromatography quadrupole time-of-flight tandem mass spectrometer and high-throughput RNA sequencing, respectively. Transcriptome identification showed that 58 genes were involved in the biosynthesis of phenolic acid. Among them, 10 differentially expressed genes were detected between every two developmental stages. Identification and quantification of metabolites indicated that 14 metabolites were located in the phenolic acid biosynthetic pathway. Among them, eight differentially accumulated metabolites were detected between every two developmental stages. Association analysis between metabolome and transcriptome showed that six differentially expressed structural genes were significantly positively correlated with metabolite accumulation and showed similar expression trends. A total of 128 transcription factors were identified that may be involved in the regulation of phenolic acid biosynthesis; these include 12 MYBs and 10 basic helix-loop-helix (bHLH) transcription factors. A regulatory network of the phenolic acid biosynthesis was established to visualize differentially expressed candidate genes that are involved in the accumulation of metabolites with significant differences. The results of this study contribute to the further understanding of phenolic acid biosynthesis during the development of leaves of C. paliurus.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Spatial metabolome of biosynthesis and metabolism in Cyclocarya paliurus leaves
    Xi, Huiting
    Xu, Weixiang
    He, Fengxia
    Liu, Zhongwei
    Wang, Yuanxing
    Xie, Jianhua
    FOOD CHEMISTRY, 2024, 443
  • [2] Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta
    Li, Yukuo
    Fang, Jinbao
    Qi, Xiujuan
    Lin, Miaomiao
    Zhong, Yunpeng
    Sun, Leiming
    Cui, Wen
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (05)
  • [3] Candidate Genes Involved in the Biosynthesis of Triterpenoid Saponins in Platycodon grandiflorum Identified by Transcriptome Analysis
    Ma, Chun-Hua
    Gao, Zheng-Jie
    Zhang, Jia-Jin
    Zhang, Wei
    Shao, Jian-Hui
    Hai, Mei-Rong
    Chen, Jun-Wen
    Yang, Sheng-Chao
    Zhang, Guang-Hui
    FRONTIERS IN PLANT SCIENCE, 2016, 7
  • [4] Combined metabolomic and transcriptomic analysis reveals the key genes for triterpenoid biosynthesis in Cyclocarya paliurus
    Chen, Duo
    Chen, Xupeng
    Zheng, Xuehai
    Zhu, Jinmao
    Xue, Ting
    BMC GENOMICS, 2024, 25 (01):
  • [5] Integrated metabolome and transcriptome analysis identifies candidate genes involved in triterpenoid saponin biosynthesis in leaves of Centella asiatica (L.) Urban
    Wan, Lingyun
    Huang, Qiulan
    Li, Cui
    Yu, Haixia
    Tan, Guiyu
    Wei, Shugen
    El-Sappah, Ahmed H.
    Sooranna, Suren
    Zhang, Kun
    Pan, Limei
    Zhang, Zhanjiang
    Lei, Ming
    FRONTIERS IN PLANT SCIENCE, 2024, 14
  • [6] 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
  • [7] Combined transcriptome and metabolome integrated analysis of Acer mandshuricum to reveal candidate genes involved in anthocyanin accumulation
    Zhang, Shikai
    Zhan, Wang
    Sun, Anran
    Xie, Ying
    Han, Zhiming
    Qu, Xibin
    Wang, Jiayi
    Zhang, Laifu
    Tian, Mingshun
    Pang, Xuhong
    Zhang, Jinbao
    Zhao, Xiyang
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [8] Combined transcriptome and metabolome integrated analysis of Acer mandshuricum to reveal candidate genes involved in anthocyanin accumulation
    Shikai Zhang
    Wang Zhan
    Anran Sun
    Ying Xie
    Zhiming Han
    Xibin Qu
    Jiayi Wang
    Laifu Zhang
    Mingshun Tian
    Xuhong Pang
    Jinbao Zhang
    Xiyang Zhao
    Scientific Reports, 11
  • [9] Metabolome and Transcriptome Analyses Unravel the Molecular Regulatory Mechanisms Involved in Photosynthesis of Cyclocarya paliurus under Salt Stress
    Zhang, Lei
    Zhang, Zijie
    Fang, Shengzuo
    Liu, Yang
    Shang, Xulan
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (03)
  • [10] Metabolome and Whole-Transcriptome Analyses Reveal the Molecular Mechanisms Underlying Hypoglycemic Nutrient Metabolites Biosynthesis in Cyclocarya paliurus Leaves During Different Harvest Stages
    Zheng, Xuehai
    Xiao, Huibao
    Chen, Jiannan
    Zhu, Jinmao
    Fu, Yajuan
    Ouyang, Songying
    Chen, Youqiang
    Chen, Duo
    Su, Jingqian
    Xue, Ting
    FRONTIERS IN NUTRITION, 2022, 9