Unsupervised data mining for prescription and medication regularity for treatment of cervical vertigo.
- Author:
Xin-Xiang DING
1
;
Ai-Guo WANG
2
;
Kun-Lun ZHENG
2
;
Jin-Dang XIN
2
;
Xin-Yu HU
1
;
Fu-Shun GU
2
Author Information
- Publication Type:Journal Article
- Keywords: cervical vertigo; drug laws; traditional Chinese medicine
- From: China Journal of Chinese Materia Medica 2016;41(5):955-959
- CountryChina
- Language:Chinese
- Abstract: Vertebral artery type cervical spondylosis is a common type of cervical spondylosis, also known as cervical vertigo. In recent years, with the increase of people's life pace and the number of office staff, the incidence rate has been rising year by year, with a trend of younger age. Because traditional Chinese medicine has unique advantages in treating cervical vertigo, it is necessary to study the regularity of the Chinese medicine for cervical vertigo. But at present, the research is mainly based on the statistics for frequency and proportion of herbs. In addition, in the process of diagnosis and treatment of Chinese medicine, personal experience also caused differences in prescription compatibility and drug dosage, which makes difficult guarantee for the safety and effectiveness of drug treatment. So, this paper is based on literatures about the traditional Chinese medicine in treatment of cervical vertigo in the past 5 years, by using association rules algorithm, complex system entropy clustering and other non supervised data mining methods. Analysis was made for the use of various drugs in the frequency, the association rules, the core drug combination and the new prescriptions. The traditional Chinese medicine inheritance support system(TCMISS) was utilized to analyze 154 drugs from the 101 prescriptions, determine the use frequency of drugs, analyze the characteristics and the compatibility of core drugs, and dig out 14 core drug combinations and 7 new prescription combinations. The prescription and medication regularities illustrates the drugs for treatment of cervical vertigo, including those for flating liver and suppressing yang, invigorating the circulation of blood to remove blood stasis, reducing water and permeating dampness, increasing qi and activating blood, and nourishing the liver and kidney mainly. Treatment rules are nourishing liver and kidney, invigorating the circulation of blood stasis Tongqiao, reducing phlegm and dampness, flating liver and suppressing yan, dredging collaterals, supplementing qi and nourishing blood. This study aims to summarize frequently used single herbs for vertebral artery type cervical spondylosis, combinations of frequently used herbs and dosage of frequently used herbs with significant efficacy, define the current prescription and medication regularities for treating cervical vertigo and give guidances for clinical mediation.
