Discussion on Traditional Chinese Medicine Prescription Rule in Ankylosing Spondylitis Treatment Based on Data Mining
10.11842/wst.2017.12.006
- VernacularTitle:基于数据挖掘的中医药治疗强直性脊柱炎患者用药规律探讨
- Author:
Dan HUANG
1
;
Jian LIU
;
Ling XIN
;
Lei WAN
;
Qian SONG
;
Jinchen GUO
;
Qiao ZHOU
Author Information
1. 安徽中医药大学研究生院 合肥 230038
- Keywords:
Real world;
ankylosing spondylitis;
association rules;
data mining;
traditional Chinese medicine
- From:
World Science and Technology-Modernization of Traditional Chinese Medicine
2017;19(12):1928-1934
- CountryChina
- Language:Chinese
-
Abstract:
This study was aimed to explore traditional Chinese medicine (TCM) compatibility patterns or rules in the treatment of ankylosing spondylitis (AS) in the real world clinical situations.The effect of TCM treatment and immune inflammatory biomarkers were analyzed by association rules,which provided evidences for AS syndrome differentiation and treatment.Retrospective study was conducted on records of hospitalized AS patients at the Department of Rheumatism,the First Affiliated Hospital of Anhui University of Chinese Medicine from June 2012 to June 2016.The technology for complex networks was integrated to analyze the core prescription.The frequency and association rules of prescription patterns were analyzed using the SPSS 21.0 and SPSS modeler 14.2.The effect on immune inflammatory biomarkers was analyzed by association rules and random walk model.The results showed that,(1) warm,cold,and neutral herbs,sweet,bitter or pungent herbs,and with the channel tropism of spleen channel,stomach channel and liver channel are the most frequently prescribed herbs;(2) herbs with functions of tonifying and replenishing,blood-activating and stasis-resolving,qi-regulating,spleen-strengthening and dampness-resolving,wind-dampness dispelling,heatclearing are frequently prescribed,which are also interrelated and interacted on each other;(3) the top five pairs of couplet herbs with the highest confidence included Hong Hua paired with Tao Ren (98.15％),Yi Yi Ren paired with Fu Ling (95.47％),Gan Cao paired Gou Ji (94.57％),Gan Cao paired with Wei Ling Xian (94.48％),Pu Gong Ying paired Bai Hua She She Cao (94.40％);(4) Shan Yao was highly related to decreased C3,C4 and hs-CRP when compatibility with Fu Ling,Niu Xi,Ze Xie;Gou Ji was highly related to decreased IgA,IgG and IgM when compatibility with Bai Hua She She Cao,Chuan Xiong,Shah Yao.Xi Qian Cao was associated with Niu Xi when ESR and WBC decreased.Gou Ji and Du Huo were associated when SOD increased.(5) The group of internal medicine coordinated with external medicine has positive growth rate of walk and improvement index of inflammatory indexes (ESR,hs-CRP) compared to single internal medicine group.It was concluded that AS treatment in the Department of Rheumatism of our hospital was based on spleen.The treatment was focused on the regulation of cold and warm,sweet and bitter,liver and spleen.The treatment of AS is to eliminate evil factors and to reinforce healthy qi.TCM has advantages in the improvement of immune inflammatory indexes.The improvement of inflammatory indexes by the internal medicine coordinated with external medicine was better than the single use of internal medicine,which is worthy of further promotion.
