Discrimination of Five Species of Panax Genus and their Geographical Origin Using Electronic Tongue Combined with Chemometrics
Lixia Tian, Jinhua Li, Li Zhang, Bashir Ahmad, Linfang Huang
Abstract
Objective: Authentication is vital to the reduction of the misuse of Panax species due to their extensive array of uses and similarities between species. However, the current authentication approach is time-consuming, laborious, and costly. The aim of this study is to discriminate the botanical origins of five species in Panax genus by a rapid and simple approach. Methods: Here, an electronic tongue (E-tongue) was applied to discriminate the botanical origins of five species of Panax , i.e., Panax quinquefolius , Panax japonicus , P. japonicus var. major , Panax zingiberensis, and Panax notoginseng (representative high-, middle-, and low-latitude plants), and the four geographical origins of P. japonicus and P. japonicus var. major plants. Data preprocessing methods, including principal component analysis (PCA), hierarchical cluster analysis (HCA), and linear discriminant analysis (LDA), were used. Results: Three models can discriminate five species of Panax genus and four plants of P. japonicus and P. japonicus var. major from different geographical origins. LDA was superior to PCA and HCA in terms of satisfactory classification. Conclusion: The findings confirmed the potential of the E-tongue for performing rapid, simple, and cost-effective discrimination via LDA.