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采用化学 UPLC-MS 分析和多元分类技术对生川乌和制川乌进行比较研究。

Comparative investigation for raw and processed Aconiti Lateralis Radix using chemical UPLC-MS profiling and multivariate classification techniques.

机构信息

School of Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, Tianjin, 300193, China.

Tianjin State Key Laboratory of Modern Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, 300193, China.

出版信息

J Food Drug Anal. 2019 Jan;27(1):365-372. doi: 10.1016/j.jfda.2018.10.006. Epub 2018 Nov 8.

Abstract

A strategy combining chemical UPLC-MS profiling and multivariate classification techniques has been used for the comparison of raw and processed Aconiti Lateralis Radix. UPLC-MS was used to identify 18 characteristic compounds, which were selected for discrimination of the raw and two processed products (Heishunpian and Baifupian). Chemometric analyses, including the combination of a heat map and hierarchical cluster analysis (HCA) and principal component analysis (PCA), were used to visualize the discrimination of raw and two processed products. HCA and PCA provided a clear discrimination of raw Aconiti Lateralis Radix, Heishunpian and Baifupian. Finally, the counter-propagation artificial neural network (CP-ANN) was applied to confirm the results of HCA, PCA and to explore the effect of 18 compounds on samples differentiation and the rationality of processing. The results showed that this strategy could be successfully used for comparison of raw and two processed products of Aconiti Lateralis Radix, which could be used as a general procedure to compare herbal medicines and related processed products to elaborate the rationality of processing from the perspective of chemical composition.

摘要

一种结合化学 UPLC-MS 分析和多元分类技术的策略已被用于生品和炮制品乌头的比较。UPLC-MS 用于鉴定 18 种特征化合物,这些化合物被选择用于区分生品和两种炮制品(黑顺片和白附片)。化学计量学分析,包括热图和层次聚类分析(HCA)和主成分分析(PCA)的结合,用于可视化生品和两种炮制品的区分。HCA 和 PCA 清楚地区分了生品乌头、黑顺片和白附片。最后,反向传播人工神经网络(CP-ANN)用于确认 HCA、PCA 的结果,并探索 18 种化合物对样品分化的影响和炮制的合理性。结果表明,该策略可成功用于生品和两种炮制品乌头的比较,可作为一种通用程序,用于比较草药及其相关炮制品,从化学成分的角度阐述炮制的合理性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f676/9298629/888f03dd40de/jfda-27-01-365f1.jpg

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