Analysis on Medication Regularity of Traditional Chinese Medicine in Treatment of Intermediate and Advanced Non-small Cell Lung Cancer Based on Data Mining
10.13422/j.cnki.syfjx.20220114
- VernacularTitle:基于数据挖掘技术探析中医药治疗中晚期非小细胞肺癌的用药规律
- Author:
Zheng-ting DENG
1
;
Fan ZHAO
1
;
Tong ZHAO
1
;
Can LYU
2
;
Wan-fu LIN
2
;
Shu-fang LIANG
2
;
Tao LIU
1
;
Bin-bin CHENG
2
Author Information
1. School of Traditional Chinese Medicine（TCM）·School of Integrated Chinese and Western Medicine，Nanjing University of Chinese Medicine，Nanjing 210023，China
2. Changhai Hospital，Shanghai 200433，China
- Publication Type:Journal Article
- Keywords:
non-small cell lung cancer;
data mining;
traditional Chinese medicine;
medication regularity
- From:
Chinese Journal of Experimental Traditional Medical Formulae
2022;28(3):171-179
- CountryChina
- Language:Chinese
-
Abstract:
ObjectiveTo explore medication regularity of traditional Chinese medicine （TCM） in the treatment of non-small cell lung cancer （NSCLC） and thereby to lay a theoretical basis for clinical medication and drug development. MethodArticles on clinical treatment of intermediate and advanced NSCLC with TCM in the past 40 years were retrieved from CNKI， which were taken the data source. Then the articles were screened to establish a formula database， followed by frequency statistics， association rule analysis， cluster analysis， factor analysis， and complex network construction. ResultA total of 307 eligible articles were screened out， involving 483 formulas. The common syndrome of intermediate and advanced NSCLC was the deficiency of both Qi and Yin， with the common syndrome elements of Qi deficiency， Yin deficiency， phlegm， blood stasis， pathogenic heat （fire）， toxin， and pathogenic dampness. The frequently used medicinals mainly had the functions of tonifying deficiency， clearing heat， resolving phlegm and relieving cough and dyspnea， promoting urination and draining dampness， and activating blood and resolving stasis. The high-frequency medicinals were Astragali Radix， Glycyrrhizae Radix et Rhizome， Ophiopogonis Radix， Fritillariae Thunbergii Bulbus， and Poria， which were mainly cold， bitter， sweet， and pungent， with tropism at lung， spleen， and stomach. The association rule analysis yielded 17 rules with strong association. Ten common factors were extracted from the factor analysis， and cluster analysis classified the medicinals into 5 groups. Complex network analysis suggested that the core formula was modified Liujunzi Tang and Yiqi Yangyin Jiedu prescription. ConclusionThe treatment principle for intermediate and advanced NSCLC is replenishing Qi and nourishing Yin， invigorating spleen and resolving phlegm， clearing heat and detoxifying， promoting blood circulation and removing blood stasis. The core combinations new prescription discovered by data mining are of important guiding significance， but they should be further verified in clinical practice and by experiments based on the theory of TCM.
