Integrative Analysis of Metabolome and Transcriptome Reveals Molecular Insight into Metabolomic Variations during Hawthorn Fruit Development
文献类型: 外文期刊
作者: Wang, Yan 1 ; Hao, Ruixin 1 ; Guo, Rongkun 1 ; Nong, Huilan 1 ; Qin, Yu 1 ; Dong, Ningguang 1 ;
作者机构: 1.Beijing Acad Agr & Forestry Sci, Inst Forestry & Pomol, Beijing Engn Res Ctr Deciduous Fruit Trees, Beijing 100093, Peoples R China
关键词: broadly targeted metabolome; metabolites; fruit development and ripening; flavonoids; hawthorn; transcriptome
期刊名称:METABOLITES ( 影响因子:4.1; 五年影响因子:4.5 )
ISSN:
年卷期: 2023 年 13 卷 3 期
页码:
收录情况: SCI
摘要: Hawthorn (Crataegus pinnatifida var. major), a cultivated fruit tree, is native and unique to China. Its fruits have high nutritional, health, and medicinal values. However, the development and ripening process of hawthorns is accompanied by dramatic changes in flavor, aroma, and bioactive phytochemicals, which are the fundamental factors that contribute to the potential health benefits and establishment of fruit quality. Therefore, an exploration of the dynamic changes in metabolites and their regulatory networks during the development of hawthorn fruits can elucidate the formation mechanisms of active substances in hawthorn fruits. In this study, we used a broad targeted metabolomics approach to identify and analyze the dynamics of metabolites in hawthorn fruits at five developmental stages. The results revealed 998 primary and secondary metabolites that were classified into 15 categories. The accumulation levels of most sugars increased during fruit development and then accelerated at the fruit ripening stage. The accumulation levels of a few organic acids (e.g., citric acid, isocitric acid, and quinic acid) continuously increased. Many organic acids exhibited significant decreasing trends. Among the 561 secondary metabolites detected, 189 were phenolic acids and 199 were flavonoids. The levels of many flavonoids were significantly reduced at later stages of fruit development; in contrast, the levels of two anthocyanins significantly increased during fruit ripening. Correlation analysis revealed that there is a certain correlation within and between primary as well as secondary metabolites during fruit development. Furthermore, the integration of metabolomic and transcriptomic data in this study revealed that changes in the expression of some differentially expressed genes (DEGs) were associated with the accumulation of metabolites such as sugars, organic acids, and flavonoids, e.g., the upregulated expression levels of CS (citrate synthase) genes were consistent with the continued accumulation of citric acid. Overall, this study demonstrates the metabolic changes that occur during the development of hawthorn fruit, explores the molecular mechanisms that underlie metabolite changes during fruit development, and lays a strong theoretical foundation for the improvement of hawthorn fruit quality and the development of functional components.
- 相关文献
作者其他论文 更多>>
-
Response of soybean and maize roots and soil enzyme activities to biodegradable microplastics contaminated soil
作者:Yu, Yao;Yang, Xiaomei;Yu, Yao;Wang, Yan;Tang, Darrell W. S.;Yang, Xiaomei;Geissen, Violette;Chen, Yanhua;Xue, Sha;Liu, Mengjuan
关键词:Biodegradable plastic; Microplastics; Plant root; Enzyme activities
-
Interaction of VvDELLA2 and VvCEB1 Mediates Expression of Expansion-Related Gene during GA-Induced Enlargement of Grape Fruit
作者:Liu, Zhenhua;Wang, Yan;Sun, Lei;Liu, Zhenhua;Wang, Yan;Sun, Lei;Guan, Pingyin;Hu, Jianfang
关键词:GA(3); cell expansion; VvDELLA2; VvCEB1; grape; early fruit enlargement
-
Metagenomic analysis reveals the linkages between bacteria and the functional enzymes responsible for potential ammonia and biogenic amine production in alfalfa silage
作者:Li, Rongrong;Zheng, Menghu;Cai, Rui;Cui, Xinyu;Wang, Yan;Jiang, Xin;Xu, Chuncheng;Zheng, Mingli
关键词:alfalfa silage; ammonia; biogenic amines; metagenome
-
Haplotype Analysis of Chloroplast Genomes for Jujube Breeding
作者:Hu, Guanglong;Wu, Yang;Guo, Chaojun;Lu, Dongye;Dong, Ningguang;Chen, Bo;Qiao, Yanjie;Zhang, Yuping;Pan, Qinghua
关键词:Ziziphus jujuba; chloroplast genome; genomic structure; phylogenetic analysis; evolutionary relationship; breeding strategy
-
New Insight into the Phylogeny and Taxonomy of Cultivated and Related Species of Crataegus in China, Based on Complete Chloroplast Genome Sequencing
作者:Hu, Guanglong;Wang, Yan;Zheng, Shuqi;Dong, Ningguang;Wang, Yiheng;Dong, Wenxuan
关键词:hawthorn; Crataegus; chloroplast genome; sequence divergence; interspecific relationships; phylogenetic analysis
-
Impact of Soil Disinfestation on Fungal and Bacterial Communities in Soil With Cucumber Cultivation
作者:Wang, Yan;Jin, Yujie;Pan, Hongyu;Liu, Jinliang;Han, Ping;Hao, Jianjun
关键词:high-throughput sequencing; Illumina; enzymatic activities; soil restoration; disinfectants
-
The complete chloroplast genome of Crataegus hupehensis Sarg. (Rosaceae), a medicinal and edible plant in China
作者:Hu, Guanglong;Zheng, Shuqi;Pan, Qinghua;Dong, Ningguang
关键词:Crataegus hupehensis; chloroplast genome sequence; phylogenetic analysis