Effects of four extracts of Crataegi Folium on blood stasis syndrome related indexes based on principal component analysis / 中草药

ABSTRACT

Objective To observe the effects of four kinds of extracts of Crataegi Folium on hemorheology, erythrocytes, platelets, coagulation time, and other indicators of 27 indicators in blood stasis rats from the aspects of whole and local double aspects by using the combination method of principal component and one-way ANOVA, and analysis of indicators contained in the information, in order to provide new analytical ideas for the mechanism of Crataegi Folium extract on activating blood and resolving stasis. Methods Forty-eight wistar rats were randomly divided into blank group, model group, and drug group. Blood stasis model was prepared by using adrenaline in ice water bath. Both blank group and model group were given normal saline, and drug group was given hawthorn leaves extract aqueous solution. Blood samples were collected and 27 indicators such as hemorheology, erythrocyte, platelet, and prothrombin time were selected. The principal component analysis (PCA) was used to decompose all the index data by dimensionless treatment and dimensionality reduction, and then the principal components were generated. The new variables (ie, principal component scores) were subsequently analyzed by one-way ANOVA. The results combined with the contribution rate of principal components and the correlation coefficient of each index was analyzed. Finally, the index groups and individual indexes in each group were analyzed synthetically, and the regularity conclusions were drawn. Results Eight principal components were extracted by principal component analysis, and the contribution rate was 77.992%. The results of theprincipal component analysis combined with the ANOVA showed that nine main components in the first principal component could replace the original 27 indicators to reflect the effect of Crataegi Folium extract on blood circulation and blood stasis, namely FIB, total number of red blood cells, total platelet count platelet volume, platelet count, blood viscosity at low shear rate, blood viscosity at middle shear rate, blood viscosity at high shear rate, and plasma viscosity. The results showed that the effects of the four extracts of Crataegi Folium on the index components were different. Conclusion The effect of activating blood and resolving stasis is mainly by reducing blood viscosity and plasma viscosity, promoting hemoglobin degradation and increasing the number of platelets, shortening the blood clotting and so on to achieve.