Analysis of the changes in the chemical components in Fructus Trichosanthes, before and after the processing of steaming,based on the PCA and PLS-DA algorithms
10.13220/j.cnki.jipr.2017.10.015
- VernacularTitle:基于主成分分析及偏最小二乘判别算法分析瓜蒌蒸制前后化学成分的变化
- Author:
Chun-Cai ZOU
1
;
Qian-Ni ZONG
;
Hai-Yan YAN
Author Information
1. 皖南医学院药学院
- Keywords:
principal component analysis(PCA);
partial least-squares discriminant analysis(PLS-DA);
Fructus Trichosan?thes;
steamed Fructus Trichosanthes;
chemical components
- From:
Journal of International Pharmaceutical Research
2017;44(10):984-987
- CountryChina
- Language:Chinese
-
Abstract:
Objective To analyze the changes in the chemical components in Fructus Trichosanthes before and after the pro?cessing of steaming,so as to explore the material basis of the pharmacodynamic changes between Trichosanthes and steamed Tricho-santhes.Methods The peaks matching data of Fructus Trichosanthes and steamed Fructus Trichosanthes were obtained by using the similarity evaluation system for chromatographic fingerprints of traditional Chinese materia medica.The principal component analysis (PCA)model and the partial least squares discriminant analysis(PLS-DA)model for the analysis of the Fructus Trichosanthes and steamed Fructus Trichosanthes data were established using the SIMCA-P 11 statistical software for PCA and PLS-DA,from which the score chart,load chart and Variable Importance(VIP)value were obtained,so as to identify the main different components in Fructus Trichosanthes and steamed Fructus Trichosanthes.Results The PCA(R2X=0.96,Q2=0.552)model and PLS-DA(R2Y=0.917,Q2=0.579)model were established,and 8 chromatographic peaks with significant difference in peak area were selected.Among them,two of the chromatographic peaks were assigned to be 5-hydroxy methyl furfural and vanilla acid,and 5-hydroxy methyl furfural had the largest VIP value.In addition,an unknown component was also found in the steamed Fructus Trichosanthes,which was generated in the process of steaming and needed to be identified in future studies.Conclusion The content of some chemical components in Fruc?tus Trichosanthes were changed after the process of steaming,and the processing of steaming also caused the formation of an unknown chemical component.5-Hydroxy methyl furfural and vanillic acid seem to be a likely choice for exploring the material basis of the phar?macodynamic changes in Fructus Trichosanthes after the processing of steaming.
