Integrative Analysis of the Metabolome and Transcriptome Provides Insights into the Mechanisms of Flavonoid Biosynthesis in Quinoa Seeds at Different Developmental Stages

被引:1
|
作者
Wang, Qianchao [1 ]
Yao, Lan [2 ]
Li, Qunying [3 ]
Xie, Heng [1 ]
Guo, Yirui [1 ]
Huang, Tingzhi [1 ]
Zhang, Xuesong [1 ]
Liu, Junna [1 ]
Zhang, Ping [1 ]
Li, Li [1 ]
Qin, Peng [1 ]
机构
[1] Yunnan Agr Univ, Coll Agron & Biotechnol, Kunming 650201, Yunnan, Peoples R China
[2] Hubei Minzu Univ, Coll Foresty & Hort, Enshi 445000, Peoples R China
[3] Dali Seed Management Stn, Dali 671000, Peoples R China
关键词
quinoa; grain development; flavonoid compound; metabolome; transcriptome; CHENOPODIUM-QUINOA; ANTHOCYANIN BIOSYNTHESIS; ANTIOXIDANT CAPACITY; WILLD; ARABIDOPSIS; BIOCHEMISTRY; GENETICS; BIOLOGY;
D O I
10.3390/metabo12100887
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
Quinoa (Chenopodium quinoa Willd.) is a crop with high nutritional and health benefits. Quinoa seeds are rich in flavonoid compounds; however, the mechanisms behind quinoa flavonoid biosynthesis remain unclear. We independently selected the high-generation quinoa strain 'Dianli-3260 ', and used its seeds at the filling, milk ripening, wax ripening, and mature stages for extensive targeted metabolome analysis combined with joint transcriptome analysis. The results showed that the molecular mechanism of flavonoid biosynthesis in quinoa seeds was mainly concentrated in two pathways: "flavonoid biosynthesis pathway" and "flavone and flavonol biosynthesis pathway". Totally, 154 flavonoid-related metabolites, mainly flavones and flavonols, were detected in the four development stages. Moreover, 39,738 genes were annotated with KEGG functions, and most structural genes of flavonoid biosynthesis were differentially expressed during grain development. We analyzed the differential flavonoid metabolites and transcriptome changes between the four development stages of quinoa seeds and found that 11 differential flavonoid metabolites and 22 differential genes were the key factors for the difference in flavonoid biosynthesis. This study provides important information on the mechanisms underlying quinoa flavonoid biosynthesis, the screening of potential quinoa flavonoid biosynthesis regulation target genes, and the development of quinoa products.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] Integrative analysis of the metabolome and transcriptome provides insights into the mechanisms of flavonoid biosynthesis in blackberry
    Wu, Yaqiong
    Zhang, Chunhong
    Huang, Zhengjin
    Lyu, Lianfei
    Li, Weilin
    Wu, Wenlong
    [J]. FOOD RESEARCH INTERNATIONAL, 2022, 153
  • [2] Integrative analysis of the metabolome and transcriptome provides novel insights into the mechanisms of flavonoid biosynthesis in Camellia lanceoleosa
    Song, Qiling
    Gong, Wenfang
    Yu, Xinran
    Ji, Ke
    Chang, Yihong
    Wang, Linkai
    Yuan, Deyi
    [J]. SCIENTIA HORTICULTURAE, 2022, 304
  • [3] Integrative analysis of the metabolome and transcriptome provides novel insights into the mechanisms of flavonoid biosynthesis in Camellia lanceoleosa
    Song, Qiling
    Gong, Wenfang
    Yu, Xinran
    Ji, Ke
    Chang, Yihong
    Wang, Linkai
    Yuan, Deyi
    [J]. SCIENTIA HORTICULTURAE, 2022, 304
  • [4] Integrative analysis of the metabolome and transcriptome provides insights into the mechanisms of anthocyanins and proanthocyanidins biosynthesis in Trifolium repens
    Ma, Sainan
    Hu, Ruchang
    Ma, Jieyu
    Fan, Jinwan
    Wu, Feifei
    Wang, Yang
    Huang, Linkai
    Feng, Guangyan
    Li, Dandan
    Nie, Gang
    Zhang, Xinquan
    [J]. INDUSTRIAL CROPS AND PRODUCTS, 2022, 187
  • [5] Integrative analysis of the metabolome and transcriptome provides insights into the mechanisms of lignan biosynthesis in Herpetospermum pedunculosum (Cucurbitaceae)
    Zhu, Ziwei
    Chen, Daihan
    Sun, Min
    Xiao, Maotao
    Huang, Peng
    Ren, Dongsheng
    Yang, Yixi
    Zhang, Zhen
    Zhao, Qi
    Li, Rui
    [J]. BMC GENOMICS, 2024, 25 (01)
  • [6] Integrative analysis of transcriptome and metabolome provides insights into the mechanisms of leaf variegation in Heliopsis helianthoides
    Qin, Helan
    Guo, Jia
    Jin, Yingshan
    Li, Zijing
    Chen, Ju
    Bie, Zhengwei
    Luo, Chunyu
    Peng, Feitong
    Yan, Dongyan
    Kong, Qinggang
    Liang, Fang
    Zhang, Hua
    Hu, Xuefan
    Cui, Rongfeng
    Cui, Xiuna
    [J]. BMC PLANT BIOLOGY, 2024, 24 (01):
  • [7] Integrative analysis of metabolome and transcriptome reveals regulatory mechanisms of flavonoid biosynthesis in soybean under salt stress
    Wang, Yubin
    Liu, Wei
    Li, Wei
    Wang, Caijie
    Dai, Haiying
    Xu, Ran
    Zhang, Yanwei
    Zhang, Lifeng
    [J]. FRONTIERS IN PLANT SCIENCE, 2024, 15
  • [8] Integrative Analysis of the Transcriptome and Metabolome Reveals the Developmental Mechanisms and Metabolite Biosynthesis of the Tuberous Roots of Tetrastigma hemsleyanum
    Hang, Suni
    Xu, Pan
    Zhu, Sheng
    Ye, Min
    Chen, Cuiting
    Wu, Xiaojun
    Liang, Weiqing
    Pu, Jinbao
    [J]. MOLECULES, 2023, 28 (06):
  • [9] Integrative analysis of transcriptome and metabolome reveals flavonoid biosynthesis regulation in Rhododendron pulchrum petals
    Xi Xia
    Rui Gong
    Chunying Zhang
    [J]. BMC Plant Biology, 22
  • [10] Integrative Analysis of Metabolome and Transcriptome Reveals the Mechanism of Flavonoid Biosynthesis in Lithocarpus polystachyus Rehd
    Zhang, Duoduo
    Wang, Shuqing
    Lin, Limei
    Zhang, Jie
    Cui, Minghui
    Wang, Shuo
    Zhao, Xuelei
    Dong, Jing
    Long, Yuehong
    Xing, Zhaobin
    [J]. ACS OMEGA, 2022, 7 (23): : 19437 - 19453