Differentiation of Mint (Mentha haplocalyx Briq.) from different regions in China using gas and liquid chromatography

偏最小二乘回归 色谱法 化学 化学计量学 主成分分析 线性判别分析 气相色谱法 芳香 质谱法 高效液相色谱法 绿原酸 数学 统计 食品科学
作者
Wenjiang Dong,Yongnian Ni,Serge Kokot
出处
期刊:Journal of Separation Science [Wiley]
卷期号:38 (3): 402-409 被引量:26
标识
DOI:10.1002/jssc.201401130
摘要

In this study, complex substances such as Mint (Mentha haplocalyx Briq.) samples from different growing regions in China were analyzed for phenolic compounds by high-performance liquid chromatography with diode array detection and for the volatile aroma compounds by gas chromatography with mass spectrometry. Chemometrics methods, e.g. principal component analysis, back-propagation artificial neural networks, and partial least squares discriminant analysis, were applied to resolve complex chromatographic profiles of Mint samples. A total of 49 aroma components and 23 phenolic compounds were identified in 79 Mint samples. Principal component analysis score plots from gas chromatography with mass spectrometry and high-performance liquid chromatography with diode array detection data sets showed a clear distinction among Mint from three different regions in China. Classification results showed that satisfactory performance of prediction ability for back-propagation artificial neural networks and partial least squares discriminant analysis. The major compounds that contributed to the discrimination were chlorogenic acid, unknown 3, kaempherol 7-O-rutinoside, salvianolic acid L, hesperidin, diosmetin, unknown 6 and pebrellin in Mint according to regression coefficients of the partial least squares discriminant analysis model. This study indicated that the proposed strategy could provide a simple and rapid technique to distinguish clearly complex profiles from samples such as Mint.
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