Integrative transcriptome and metabolome analysis reveals the discrepancy in the accumulation of active ingredients between Lycium barbarum cultivars

被引:4
|
作者
Liu, Xuexia [1 ]
Gao, Han [1 ]
Radani, Yasmina [2 ]
Yue, Sijun [1 ]
Zhang, Ziping [1 ]
Tang, Jianning [3 ]
Zhu, Jinzhong [4 ]
Zheng, Rui [1 ,5 ]
机构
[1] Ningxia Univ, Coll Life Sci, Key Lab Minist Educ Protect & Utilizat Special Bio, Yinchuan 750021, Peoples R China
[2] Nanjing Forestry Univ, Coinnovat Ctr Sustainable Forestry Southern China, State Key Lab Tree Genet & Breeding, Nanjing 210037, Peoples R China
[3] Wolfberry Ind Dev Ctr, Yinchuan 750021, Peoples R China
[4] Qixin Wolfberry Seedling Profess Cooperat Zhongnin, Zhongning 755100, Peoples R China
[5] State Key Lab Efficient Prod Forest Resources, Beijing 100091, Peoples R China
基金
中国国家自然科学基金;
关键词
Bioactive ingredients; Goji berry; Lycium barbarum L; Metabolome; 'Ningqi No.1'; 'Qixin No.1'; Transcriptome; FLAVONOID BIOSYNTHESIS; BIOLOGICAL FUNCTIONS; ALZHEIMERS-DISEASE; CHALCONE SYNTHASE; POLYSACCHARIDES; CAROTENOIDS; EXTRACT; FRUIT;
D O I
10.1007/s00425-024-04350-0
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The combined analysis of transcriptome and metabolome provided molecular insight into the dynamics of multiple active ingredients biosynthesis and accumulation across different cultivars of Lycium barbarum.<br /> Lycium barbarum L. has a high concentration of active ingredients and is well known in traditional Chinese herbal medicine for its therapeutic properties. However, there are many Lycium barbarum cultivars, and the content of active components varies, resulting in inconsistent quality between Lycium barbarum cultivars. At present, few research has been conducted to reveal the difference in active ingredient content among different cultivars of Lycium barbarum at the molecular level. Therefore, the transcriptome of 'Ningqi No.1' and 'Qixin No.1' during the three development stages (G, T, and M) was constructed in this study. A total of 797,570,278 clean reads were obtained. Between the two types of wolfberries, a total of 469, 2394, and 1531 differentially expressed genes (DEGs) were obtained in the 'G1 vs. G10,' 'T1 vs. T10,' and 'M1 vs. M10,' respectively, and were annotated with Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) orthology identifiers. Using these transcriptome data, most DEGs related to the metabolism of the active ingredients in 'Ningqi No.1' and 'Qixin No.1' were identified. Moreover, a widely targeted metabolome analysis of the metabolites of 'Ningqi 1' and 'Qixin 1' fruits at the maturity stage revealed 1,135 differentially expressed metabolites (DEMs) in 'M1 vs. M10,' and many DEMs were associated with active ingredients such as flavonoids, alkaloids, terpenoids, and so on. We further quantified the flavonoid, lignin, and carotenoid contents of the two Lycium barbarum cultivars during the three developmental stages. The present outcome provided molecular insight into the dynamics of multiple active ingredients biosynthesis and accumulation across different cultivars of Lycium barbarum, which would provide the basic data for the formation of Lycium barbarum fruit quality and the breeding of outstanding strains.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] Integrative transcriptome and metabolome analysis reveals the discrepancy in the accumulation of active ingredients between Lycium barbarum cultivars
    Xuexia Liu
    Han Gao
    Yasmina Radani
    Sijun Yue
    Ziping Zhang
    Jianning Tang
    Jinzhong Zhu
    Rui Zheng
    Planta, 2024, 259
  • [2] Integrative Analysis of Transcriptome and Metabolome Reveals Salt Stress Orchestrating the Accumulation of Specialized Metabolites in Lycium barbarum L. Fruit
    Lin, Shuang
    Zeng, Shaohua
    Biao, A.
    Yang, Xiaoman
    Yang, Tianshun
    Zheng, Guoqi
    Mao, Guilian
    Wang, Ying
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (09)
  • [3] Integrated Analysis of Transcriptome and Metabolome Reveals New Insights into the Molecular Mechanism Underlying the Color Differences in Wolfberry (Lycium barbarum)
    Duan, Linyuan
    Zhang, Bo
    Dai, Guoli
    He, Xinru
    Zhou, Xuan
    Huang, Ting
    Liang, Xiaojie
    Zhao, Jianhua
    Qin, Ken
    AGRONOMY-BASEL, 2023, 13 (07):
  • [4] Integrated Metabolome and Transcriptome during Fruit Development Reveal Metabolic Differences and Molecular Basis between Lycium barbarum and Lycium ruthenicum
    Xie, Ziyang
    Luo, Yu
    Zhang, Changjian
    An, Wei
    Zhou, Jun
    Jin, Cheng
    Zhang, Yuanyuan
    Zhao, Jianhua
    METABOLITES, 2023, 13 (06)
  • [5] Integration of Transcriptome and Metabolome Reveals Wax Serves a Key Role in Preventing Leaf Water Loss in Goji (Lycium barbarum)
    Wang, Xingbin
    Li, Sitian
    Zhang, Xiao
    Wang, Jing
    Hou, Tong
    He, Jing
    Li, Jie
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (20)
  • [6] Metabolite accumulation pathway of watercore in apple fruit: An integrative transcriptome and metabolome analysis
    Jiang, Yongli
    Zhang, Maiqi
    Yin, Xinyi
    Liu, Zhijia
    Zhou, Linyan
    Hu, Xiaosong
    Yi, Junjie
    SCIENTIA HORTICULTURAE, 2025, 340
  • [7] Integrative analysis of the metabolome and transcriptome reveals the mechanism of polyphenol biosynthesis in Taraxacum mongolicum
    Zhao, Xing
    Li, Yiguo
    Huang, Yuanchong
    Shen, Jun
    Xu, Huini
    Li, Kunzhi
    FRONTIERS IN PLANT SCIENCE, 2024, 15
  • [8] Integrative analysis of transcriptome and metabolome reveals probiotic effects on cecal metabolism in broilers
    Wang, Yanfei
    Liu, Xuan
    Jia, Hao
    Zhang, Ruonan
    Guan, Jiawei
    Zhang, Lihuan
    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2023, 103 (06) : 2876 - 2888
  • [9] Integrative Analysis of the Transcriptome and Metabolome Reveals the Mechanism of Chinese Fir Seed Germination
    Chen, Xiangteng
    Zhao, Guangyu
    Li, Yanglong
    Wei, Shumeng
    Dong, Yuhong
    Jiao, Ruzhen
    FORESTS, 2023, 14 (04):
  • [10] An Integrative Analysis of Metabolome and Transcriptome Reveals the Molecular Regulatory Mechanism of the Accumulation of Flavonoid Glycosides in Different Cyclocarya paliurus Ploidies
    Yu, Yanhao
    Qu, Yinquan
    Wang, Shuyang
    Wang, Qian
    Shang, Xulan
    Fu, Xiangxiang
    FORESTS, 2023, 14 (04):