主成分分析
色谱法
指纹(计算)
高效液相色谱法
化学
花椒
层次聚类
化学计量学
模式识别(心理学)
数学
人工智能
生物
聚类分析
植物
统计
计算机科学
作者
Zhihang Zhuo,Danping Xu,Yaping Li,PU Biao,Meng Ye
标识
DOI:10.1016/j.jfca.2020.103736
摘要
An effective and comprehensive high-performance liquid chromatography (HPLC) method was established for fingerprint analysis of Zanthoxylum armatum DC. for the detection of pungent compounds. The results demonstrated that the method was stable, reliable and accurate. Seven common characteristic peaks were obtained and applied to the similarity evaluation (SE), hierarchical cluster analysis (HCA) and principal component analysis (PCA). The 24 batches of Z. armatum samples showed good similarities (> 0.989). The results of HCA and PCA showed that 24 batches of samples were divided into three groups. Three sanshools (hydroxy-α-, hydroxy-β- and hydroxy-γ-sanshool) and Prudomestin (3,5,7-Trihydroxy-4′,8-dimethoxyflavone) were identified from seven common peaks by standards and liquid chromatography-mass spectrometry (LCMS). The relative content of the three sanshools accounted for more than 93 % of all seven of the common components. The simultaneous quantification of three pungent compounds was conducted with the 24 samples, and the results were consistent with those of SE, HCA and PCA. The HPLC fingerprint can be effectively applied as a feature distinguishing method by combining SE, HCA, PCA and quantification analysis to evaluate the quality of Z. armatum.
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