Based on principal component analysis and cluster analysis to study effects of Gentianae Macrophyllae Radix in cold and heat compatibility in rheumatic fever arthralgia rheumatoid arthritis model rats
10.7501/j.issn.0253-2670.2017.11.017
- Author:
Teng-Mao MA
1
Author Information
1. Gansu University of Traditional Chinese Medicine
- Publication Type:Journal Article
- Keywords:
Cluster analysis;
Cold and heat compatibility;
Gentianae Macrophyllae Radix;
Principal component analysis;
Rheumatic fever arthralgia;
Rheumatoid arthritis
- From:
Chinese Traditional and Herbal Drugs
2017;48(11):2255-2260
- CountryChina
- Language:Chinese
-
Abstract:
Objective: To study the effects of Gentianae Macrophyllae Radix in cold and heat compatibility in rheumatic fever arthralgia rheumatoid arthritis (RA) model rats by principal component analysis and cluster analysis. Methods: Eighty SD rats were randomly divided into blank group, collage II model group, rheumatic fever arthralgia model group, tripterygium group, single Qinjiao group, Qinjiao-Weilingxian (Clematidis Radix et Rhizoma) group, Qinjiao-Sangjisheng (Taxilli Herba) group, and Qinjiao-Fangji (Stephaniae Tetrandrae Radix) group; rheumatic fever arthralgia model were induced by collage II and being exposed in rheumatic fever environment, each administration group was gavaged with 15 mL/kg corresponding drug solution after modeling. The weight, paw thickness, arthritis index, pain threshold, cold pain tolerance time and pressure pain tolerance value were measured. The serum contents of RF, CRP, TNF-α, IL-1β, and PGE2 were detected by ELISA. Results: Principal component analysis selected two principal components, which carried 89.6% of the original information, the first principal component reflected all information in expect weight, the second principal component mainly reflected the weight. The total factor score F (the greater the F value, the more severe the disease) was obtained by the sum of the principal component factor score and its weight (variance contribution) product. The F value of rheumatic fever arthralgia model group was the highest and the score of the blank group was the lowest, the F value of Qin-Fang group was significantly lower than those of Qin-Wei group and Qin-Sang group. Cluster analysis divided eight groups into three categories according to the blank, model and administration, which was consistent with the theory; In the control group, Qin-Fang group was clustered into one group, and the other groups were clustered into one group. Conclusion: For the rheumatic fever arthralgia RA, the combined effect of mild and cold traditional Chinese medicine (TCM) is better than the combined effect of mild and warm TCM and the combined effect of mild TCMs. Experimental results are consistent with the principles of TCM clinical treatment of "treating the hot diseases should use the cold medicine"; Principal component analysis and cluster analysis are simple and reliable, and can be used to evaluate the animal model and drug efficacy.
