Comparative Metabolome and Transcriptome Analyses Reveal Differential Enrichment of Metabolites with Age in Panax notoginseng Roots

被引:1
|
作者
Yan, Xinru [1 ]
Zhang, Ao [1 ]
Guan, Yiming [2 ]
Jiao, Jinlong [1 ]
Ghanim, Murad [3 ]
Zhang, Yayu [2 ]
He, Xiahong [1 ]
Shi, Rui [1 ]
机构
[1] Southwest Forestry Univ, Int Ecol Forestry Res Ctr Kunming, Yunnan Prov Key Lab Conservat & Utilizat Inforest, Kunming 650224, Peoples R China
[2] Chinese Acad Agr Sci, Inst Special Wild Econ Anim & Plant Sci, Changchun 130112, Peoples R China
[3] Inst Plant Protect, Dept Entomol, 68 Hamaccabim Rd, IL-7505101 Rishon Leziyyon, Israel
来源
PLANTS-BASEL | 2024年 / 13卷 / 11期
基金
中国国家自然科学基金;
关键词
Panax notoginseng; gene expression; differential metabolites; therapeutic use; FATTY-ACIDS FAHFAS; GINSENG; DISCRIMINATION; GINSENOSIDES; DERIVATIVES; MARKERS; GENOME; ESTERS;
D O I
10.3390/plants13111441
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Panax notoginseng is a perennial plant well known for its versatile medicinal properties, including hepatoprotective, antioxidant, anti-inflammatory, anti-tumor, estrogen-like, and antidepressant characteristics. It has been reported that plant age affects the quality of P. notoginseng. This study aimed to explore the differential metabolome and transcriptome of 2-year (PN2) and 3-year-old (PN3) P. notoginseng plant root samples. Principal component analysis of metabolome and transcriptome data revealed major differences between the two groups (PN2 vs. PN3). A total of 1813 metabolites and 28,587 genes were detected in this study, of which 255 metabolites and 3141 genes were found to be differential (p < 0.05) between PN2 vs. PN3, respectively. Among differential metabolites and genes, 155 metabolites and 1217 genes were up-regulated, while 100 metabolites and 1924 genes were down-regulated. The KEGG pathway analysis revealed differentially enriched metabolites belonging to class lipids ("13S-hydroperoxy-9Z, 11E-octadecadionic acid", "9S-hydroxy-10E, 12Z-octadecadionic acid", "9S-oxo-10E, 12Z-octadecadionic acid", and "9,10,13-trihydroxy-11-octadecadionic acid"), nucleotides and derivatives (guanine and cytidine), and phenolic acids (chlorogenic acid) were found to be enriched (p < 0.05) in PN3 compared to PN2. Further, these differentially enriched metabolites were found to be significantly (p < 0.05) regulated via linoleic acid metabolism, nucleotide metabolism, plant hormone signal transduction, and arachidonic acid metabolism pathways. Furthermore, the transcriptome analysis showed the up-regulation of key genes MAT, DMAS, SDH, gallate 1-beta-glucosyltransferase, and beta-D-glucosidase in various plants' secondary metabolic pathways and SAUR, GID1, PP2C, ETR, CTR1, EBF1/2, and ERF1/2 genes observed in phytohormone signal transduction pathway that is involved in plant growth and development, and protection against the various stressors. This study concluded that the roots of a 3-year-old P. notoginseng plant have better metabolome and transcriptome profiles compared to a 2-year-old plant with importantly enriched metabolites and genes in pathways related to metabolism, plant hormone signal transduction, and various biological processes. These findings provide insights into the plant's dynamic biochemical and molecular changes during its growth that have several implications regarding its therapeutic use.
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页数:19
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