A study on the rule of Chinese medicine use against influenza virus based on data mining
Journal Title: Medical Data Mining - Year 2021, Vol 4, Issue 5
Abstract
Background: To summarize the rules of the use of traditional Chinese medicine against influenza virus in the high-quality literatures of core journals, and to provide guidance for the prevention and treatment of influenza. Methods: Excel 2010 and ancient and modern medical case cloud platform (2.5V) were used to summarize the categories, nature, flavour and channel tropism of drugs. The cluster analysis of high-frequency drugs was carried out by SPSS 22.0, and the association rules of high-frequency drugs were analyzed by Apriori algorithm provided by SPSS modeler 18.0. Results: One thousand one hundred and thirty-one articles from core journals were retrieved and 135 articles were screened out, including 109 prescriptions and 170 drugs, with a total frequency of 1, 655 times. The 3 most frequently appeared herbs were Gancao (Glycyrrhizae radix et rhizoma), Jinyinhua (Lonicerae japonicae flos) and Lianqiao (Forsythiae fructus). The top 3 efficacy were “Heat-Clearing (remove heat from the body surface and inside)” drugs, drugs for “Relieving Exterior Disorder (treat fever, chills and headaches caused by pathogenic substances in the air)”, and “Phlegm Relieving Cough Antiasthmatic Medicine (relieves respiratory cough and sputum symptoms)” drugs. The top 3 nature of drugs were cold, warm and flat. The top 3 flavour of drugs were bitter, spicy and sweet. The top 5 channel tropism of drugs were “Lung”, “Stomach”, “Heart”, “Spleen”, “Liver”. Association rule yields 20 drug pairs, Jingjie (Schizonepetae herba), Forsythiae fructus, Lonicerae japonicae flos, Niubangzi (Arctii fructus), Mahuang (Ephedrae herba) and Glycyrrhizae radix et rhizoma were commonly used concerted application; four new methods were obtained by cluster analysis. Conclusion: The use of traditional Chinese medicine against influenza virus has a certain regularity, which provides an important reference value for the prevention and treatment of influenza.
Authors and Affiliations
Yu-Qiang Lu1, Lin FU2, Yu-Qi Hao1, Hui Ding2, Zhao-Lin Shi2, Ru-Ying Li2, Guo-Cheng Zhang2*
Keywords
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- EP ID EP693189
- DOI 10.12032/MDM2021033005
- Views 118
- Downloads 0
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