Mutual information-based correlation analysis of herbs against insomnia.
- Author:
Jin TIAN
;
Ren-quan LIU
- Publication Type:Journal Article
- MeSH:
Algorithms;
Data Mining;
Databases, Bibliographic;
Drug Therapy, Combination;
Drugs, Chinese Herbal;
administration & dosage;
chemistry;
Humans;
Sleep Initiation and Maintenance Disorders;
drug therapy
- From:
China Journal of Chinese Materia Medica
2015;40(19):3873-3877
- CountryChina
- Language:Chinese
-
Abstract:
This paper aims to analyze Professor Guo Rongjuan's medication experience on insomnia therapy based on the Traditional Chinese Medicine (TCM) Inheritance Support Plat. First, TCM formulae prescribed by Professor Guo for insomnia therapy were collected from the TCM Inheritance Support Plat. Next, unsupervised data mining algorithms, including apriori, modified mutual-information, and entropy clustering of complex system were applied to obtain the frequencies for different herbs and identify the association rules among the herbs. Accordingly, we can gain new insights into Professor Guo's medication experience on insomnia therapy. Based on analysis of 3 084 formulae, we determined the frequencies for herbs in the formulae and identified the association rules among these herbs. At last, 41 core combinations and 7 new formulae were obtained. The identified medication experience conform with Professor Guo's views on the etiology and pathogenesis of insomnia: "pathogenic fire derived from stagnation of liver-QI (Gan Yu Hua Huo)" is the core pathogenesis of insomnia; "liver stagnation and spleen deficiency" and "chronic illness transferred to kidney" are the main features for insomnia. The TCM Inheritance Support Plat is of great practical value for mining clinical experience of famous TCM doctors.
