Nontargeted metabolomic analysis and multiple criteria decision‐making method induced robust quality markers screening for the authentication of herbal medicines from different origins by taking Ophiopogon japonicus (L. f.) Ker‐Gawl. as a case study

代谢组学 根(腹足类) 质量(理念) 认证(法律) 计算机科学 色谱法 传统医学 计算生物学 生物 数据挖掘 医学 人工智能 化学 植物 计算机安全 哲学 认识论
作者
Jin Xu,Jianqing Zhang,Yun Li,Wenyong Wu,Hang Zhang,Changliang Yao,Wenlong Wei,Shuai Yao,Yong Huang,Hua Qu,De‐an Guo
出处
期刊:Journal of Separation Science [Wiley]
卷期号:44 (7): 1440-1451 被引量:5
标识
DOI:10.1002/jssc.202000655
摘要

A key segment in medicinal plant authentication is the establishment of quality markers that embody the intrinsic metabolites difference independent of instruments and experiment conditions. A strategy integrating nontargeted metabolomics and multicriteria decision-making model for robust quality markers discovery is presented and applied to authenticate Ophiopogon japonicus (L. f.) Ker-Gawl. First, an ultra-performance liquid chromatography/quadrupole time-of-flight MSE approach was established for global metabolites profiling and identification. Second, multivariate statistical analysis was performed to explore potential quality markers of different origins of ophiopogonis radix. Third, potential quality markers were ordered and filtered by multicriteria decision-making model to infer robust quality markers and further validated in different instruments and experiment conditions by validation model. Fourth, the validation model using the robust quality markers managed to discriminate the origins of ophiopogonis radix samples procured from the herbal markets. Consequently, two robust quality markers, cixi-ophiopogon B and ophiopogonin D, were discovered and further validated on different instruments and experiment conditions. This integrated strategy provided a practical solution for reliable and convenient authentication of geo-authentic herb.

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