Untargeted Metabolomics Reveals Region-Specific Metabolic Signatures and Discriminative Markers in Goji Berry (Lycium barbarum L.)

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Authors: Yan Yan, Wei Ma, Yage Li, Chen Zhang, Fang Li, Tianqing Huang, Beibei Gao, Huihui Meng, Yunfei Hu, Huan Wu
Cited by: 1
References: 46

Abstract

Background/Objectives: Goji berry (Lycium barbarum L.), renowned as a typical medicinal and edible plant, is mainly cultivated across four agroclimatic zones in China, including semi-arid, arid, monsoon, and high-altitude regions. Ningxia has long been recognized as the daodi production area for goji berries. However, the metabolic diversity of goji berries from other core cultivation regions and how these differences are shaped by local environments remain poorly understood. Methods: In this study, untargeted metabolomics was employed to comprehensively investigate the metabolic difference in goji across seven production regions. By integrating multivariate analysis with KEGG pathway enrichment (p < 0.05), 49 discriminative markers enriched in 10 key pathways were putatively identified, and their roles in plant stress tolerance were elucidated. In addition, we conducted targeted quantification of key bioactive components and antioxidant capacity. Results: Significant regional differences were revealed. Redundancy analysis further identified rainfall, temperature, and UV radiation as the key climatic drivers of this variation. Conclusions: These findings provide insights into the metabolic adaptation of goji to local environments and serve as a basis for further functional studies.

Fields of Study & Subjects

Polysaccharides and Plant Cell Walls Plant Gene Expression Analysis Metabolomics and Mass Spectrometry Studies

Publication details

Journal / source
Metabolites
Publisher
MDPI AG
Volume
16
Issue
5
Pages
326–326
Publication date
14 May 2026
Language
EN