Research on Traditional Chinese Medicine Prescription Rule in Acute Gouty Arthritis Treatment Based on Data Mining
10.11842/wst.2017.12.007
- VernacularTitle:基于数据挖掘的痛风急性期患者中药处方模式的研究
- Author:
Qian SONG
1
;
Jian LIU
;
Ling XIN
;
Qiao ZHOU
;
Dan HUANG
;
Jinchen GUO
Author Information
1. 安徽中医药大学研究生部 合肥 230038
- Keywords:
gout;
traditional Chinese medicine;
association rules;
cluster analysis
- From:
World Science and Technology-Modernization of Traditional Chinese Medicine
2017;19(12):1935-1941
- CountryChina
- Language:Chinese
-
Abstract:
Traditional Chinese medicine (TCM) is widely used in gouty arthritis treatment.Based on the real world,this article studied the implicit TCM prescription pattern in order to explore TCM prescription rule in acute gouty arthritis treatment.Based on herbs recorded in the Pharmacopoeia of the People's Republic of China,TCM prescriptions of 732 hospitalized acute gouty arthritis patients at the Department of Rheumatism and Immunology,the First Affiliated Hospital of Anhui University of Chinese Medicine from June 2012 to October 2016 were collected with software system.The frequency and association rules of prescription patterns were analyzed using the SPSS Modeler 14.2 Data Mining System.Cluster analysis was conducted using SPSS 22.0 statistical software.An initial statistical analysis was carried out to categorize herbs according to their medicinal types and dosage,natures,flavors,channel tropism and functions.Based on categorization,frequencies of occurrence were computed.The results showed that,(1) warm,cold or neutral herbs,sweet or bitter herbs,and with the channel tropism of spleen channel and stomach channel are the most frequently prescribed herbs (among 732 selected medicinal formulae);(2) spleen-strengthening and dampness-eliminating,wind-dispelling and damp-removing,blood-activating and stasis-resolving,heat-clearing,deficiency-tonifying,qi-regulating herbs are frequently used;(3) correlation analysis of TCM efficacy show that three couplet medicines with the highest confidence was spleen-strengthening and dampness-eliminating herbs and heat-clearing herbs (99.24％),blood-activating and stasis-resolving herbs and wind-dispelling and damp-removing herbs (99.01％),spleen-strengthening and dampnesseliminating herbs and qi-regulating herbs (98.92％).Correlation analysis of two TCM herbs showed that three couplet medicines with the highest confidence was Hong Hua paired with Tao Ren (99.7％),Yi Yi Ren paired with Shan Ci Gu (93.04％),and Yi Yi Ren paired with Chui Pen Cao (92.67％);(4) cluster analysis classified into five types,which were based on spleen-strengthening and dampness-eliminating and in combination with blood-activating and stasis-resolving herbs,heat-clearing and detoxification,wind-dispelling and damp-removing,representing prescription compatibility characteristics.It was concluded that gouty arthritis had a close relationship with the spleen.These prescriptions focus on herbs with spleen-strengthening and dampness-resolving which seems to be the key element in the treatment process.Meanwhile,the use of spleen-strengthening and dampness-eliminating herbs,blood-activating and stasis-resolving herbs,heat-clearing herbs,wind-dispelling and damp-removing herbs is the basis of prescription patterns.
