Untargeted Metabolomics Approach for the Differentiation between Panax vietnamensis var. vietnamensis and Panax vietnamensis var. fuscidiscus

Author:

Nguyen Huy Truong1,Phan Long Ke2ORCID,Huynh Kim-Long Vu1ORCID,Duong Thuc-Huy3ORCID,Le Huong Thuy1,Hai-Yen Nguyen Trang1,Yen Nguyen Thi Hai4,Long Nguyen Phuoc4ORCID,Nguyen Minh Duc1

Affiliation:

1. Faculty of Pharmacy, Ton Duc Thang University, Ho Chi Minh City 700000, Vietnam

2. Vietnam National Museum of Nature, Vietnam Academy of Science and Technology, Hanoi 122300, Vietnam

3. Department of Chemistry, University of Education, Ho Chi Minh City 72700, Vietnam

4. Department of Pharmacology and Pharmaco Genomics Research Center, Inje University College of Medicine, Busan 47392, Republic of Korea

Abstract

Panax vietnamensis var. vietnamensis (PVV) and Panax vietnamensis var. fuscidiscus (PVF) both belong to Panax vietnamensis species and are chemically and morphologically similar, making it hard to distinguish for the consumer. Herein, 42 PVF and 12 PVV samples were collected in Quang Nam and Lai Chau Province, respectively, and subsequently characterized by ITSr-DNA sequence data to verify their origins. Next, untargeted metabolomics combined with multivariate statistical analysis was developed to differentiate PVV and PVF. The metabolic profiles of PVV and PVF were found to be distinct and classified well using Partial Least-Squares Discriminant Analysis (PLS-DA) in the training set. Among them, seven ginsenosides were of high abundance in PVV, while six were of high abundance in PVF. Next, the test set was used to validate 13 putative differential markers found in the training set, illustrating a complete match with the expression patterns of these ginsenosides in the training set. Finally, PLS-DA and linear Support Vector Machine models both indicated distinct ginsenoside profiles of PVV and PVF without misclassification in the test set. Conclusively, the developed untargeted metabolomics approach might serve as a powerful tool for the authentication of PVV and PVF at the metabolome level.

Funder

FOSTECT

Vietnamese Ginseng Museum in Ho Chi Minh City, Vietnam

Publisher

MDPI AG

Subject

Molecular Biology,Biochemistry,Endocrinology, Diabetes and Metabolism

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