HPLC fingerprints combined with principal component analysis, hierarchical cluster analysis and linear discriminant analysis for the classification and differentiation of Peganum sp. indigenous to China

骆驼蓬 主成分分析 线性判别分析 高效液相色谱法 化学 化学计量学 色谱法 层次聚类 传统医学 植物 生物 人工智能 计算机科学 医学 聚类分析
作者
Xuemei Cheng,Ting Zhao,Tao Yang,Changhong Wang,S. W. Annie Bligh,Zhengtao Wang
出处
期刊:Phytochemical Analysis [Wiley]
卷期号:21 (3): 279-289 被引量:57
标识
DOI:10.1002/pca.1198
摘要

Abstract Introduction – Seeds of wild Peganum harmala Linn., P . multisectum (Maxim) Bobr., P . nigellastrum Bunge and a probable indeterminate species, herein referred to as P . variety, are commonly used in Chinese medicine. These seeds cannot be differentiated based on morphology. Objective – Seeds of P . harmala Linn., P . multisectum (Maxim) Bobr., P . nigellastrum Bunge and P . variety were collected in different provinces in China and their HPLC profiles were recorded for statistical analysis and pattern recognition. Methodology – HPLC chromatograms of seed extracts were recorded under the same conditions. Individual HPLC chromatograms for each species were evaluated against the mean chromatogram for the same species generated using a similarity evaluation computer program. Data from chromatographic fingerprints were also processed using principal component analysis (PCA), hierarchical cluster analysis (HCA) and linear discriminant analysis (LDA). Results – The Peganum sp. seed extracts had similar HPLC fingerprints but with some inter‐specific differences. The chromatographic fingerprints combined with PCA, HCA and LDA could distinguish the seeds of the different species of Peganum investigated. Conclusion – HPLC fingerprints can be used to authenticate and differentiate the seeds of three different species of genus Peganum indigenous to China. The results indicated that the unidentified P . variety might indeed be a new species or variety. Copyright © 2009 John Wiley & Sons, Ltd.
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