Analysis of prescription regularity of traditional Chinese medicine for colorectal cancer based on data mining.
10.19540/j.cnki.cjcmm.20201127.501
- Author:
Xiang-Jun QI
1
;
Xin-Rong CHEN
1
;
Jia-Hao MO
2
;
Pei-Xin LI
2
;
Meng-Yi CAI
3
;
Wan-Ning LAN
1
;
Han-Rui CHEN
4
;
Zhuang-Zhong CHEN
4
;
Guo-Ming CHEN
1
;
Li-Zhu LIN
4
Author Information
1. the First Clinical College of Guangzhou University of Chinese Medicine Guangzhou 510405, China.
2. the Second Clinical College of Guangzhou University of Chinese Medicine Guangzhou 510405, China.
3. School of Nursing, Guangzhou University of Chinese Medicine Guangzhou 510405, China.
4. Department of Oncology, the First Affiliated Hospital of Guangzhou University of Chinese Medicine Guangzhou 510405, China.
- Publication Type:Journal Article
- Keywords:
colorectal cancer;
data mining;
medication regularity;
traditional Chinese medicine
- MeSH:
Colorectal Neoplasms/drug therapy*;
Data Mining;
Drug Prescriptions;
Drugs, Chinese Herbal/therapeutic use*;
Humans;
Medicine, Chinese Traditional
- From:
China Journal of Chinese Materia Medica
2021;46(15):4016-4022
- CountryChina
- Language:Chinese
-
Abstract:
The tumor prescriptions contained in Dictionary of Tumor Formulas, Compendium of Good Tumor Formulas, Chinese Pharmacopoeia, Ministry of Health Drug Standards for Chinese Medicine Formulas and National Compilation of Standards for Proprietary Chinese Medicines were selected and organized to construct a database for tumor prescriptions, and the data mining techniques were applied to investigate the prescription regularity of colorectal cancer prescriptions. The formula data were extracted after screening in strict accordance with the inclusion and exclusion criteria, and were then analyzed with Microsoft Excel 2010 for frequency statistics, Apriori block provided by SPSS Clementine 12.0 software for correlation rule analysis, and arules and arulesViz packages in R 4.0.2 software for correlation rule visualization. In addition, SPSS 18.0 software was used for cluster analysis and factor analysis, in which cluster analysis was performed by Ochiai algorithm with bicategorical variables in systematic clustering method and factor analysis was performed mainly with principal component analysis. A total of 285 prescriptions were included in the statistical analysis, and the frequency statistics showed that 43 herbs had been used more than 16 times. The association rules analysis showed that 26 high-frequency me-dicine pair rules were obtained, and the association rules for those dispelling evil spirits, strengthening the body, resolving stasis, dispelling dampness, etc. were visualized. In the cluster analysis, we generated a dendrogram from which 7 groups of traditional Chinese medicines with homogeneity were extracted. 10 common factors were obtained in the factor analysis. The types of herbal medicines involved in the colorectal cancer prescription included anti-cancer antidotes, strengthening and tonifying medicines, blood-regulating medicines, and expectorant medicines, corresponding to the treatment for eliminating evil spirits, strengthening, resolving stasis, and expectorating dampness. The prescriptions for anti-cancer detoxification were normally based on the pairs composed of Scutellaria barbata-Hedyotis diffusa and Sophora flavescens, Sargentodoxa cuneata, S. barbata, often combined with stasis relieving drug and dampness eliminating drug, reflecting the characteristics of treatment for both toxicity and stasis, dampness and toxicity simultaneously. The prescriptions for strengthening the righteousness and tonifying the deficiency were composed of Astragalus membranaceus and Atractylodes macrocephala mainly, exerting the effect of benefiting Qi, strengthening the spleen and drying dampness, tonifying kidney and essence, tonifying blood and invigorating blood. Meanwhile, anti-cancer detoxification medicines shall be reduced as much as possible. The compatibility of the medicines for the intestinal tract reflected the principle of using the right medicine for the right condition and eliminating evil spirits or strengthening the body, as appropriate.
