Analysis and prospects of common problems in clinical data mining of traditional Chinese medicine prescriptions / 中国中药杂志

Mining data from traditional Chinese medicine(TCM) prescriptions is one of the important methods for inheriting the experience of famous doctors and developing new drugs. However, current research work has problems such as to be optimized research plans and non-standard statistics. The main problems and corresponding solutions summarized by the research mainly include four aspects.(1)The research plan design needs to consider the efficacy and quality of individual cases.(2)The significance of the difference in confidence order of association rules needs to be further considered, and the lift should not be ignored.(3)The clustering analysis steps are complex. The selection of clustering variables should comprehensively consider factors such as the frequency of TCM, network topology parameters, and practical application significance. The selection of distance calculation and clustering methods should be improved based on the characteristics of TCM clinical data. Jaccard distance and its improvement plan should be given attention in the future. A single, unexplained clustering result should not be presented, but the final clustering plan should be selected based on a comprehensive consideration of TCM clinical characteristics and objective evaluation indicators for clustering.(4)When calculating correlation coefficients, algorithms that are only suitable for continuous variables should not be applied to binary variables. This article explained the connotations of the above problems based on the characteristics of TCM clinical research and statistical principles and proposed corresponding suggestions to provide important references for future data mining research work.

Research on inheritance of Professor WANG Jie's Experience in Treatment of Frequent Ventricular Premature Complexes Based on Inheritance Support System of Traditional Chinese Medicine / 中国实验方剂学杂志

Objective:With the aid of the Inheritance Support System of Traditional Chinese Medicine V2.5 （TCMISS V2.5），to study the experience and prescription rules of professor WANG Jie in the treatment of frequent ventricular premature complexes，and inherit his clinical experience in diagnosis and treatment. Method:Professor WANG Jie's medical records and prescriptions for frequent ventricular premature complexes from 2016 to 2020 were collected and sorted out. Improved mutual information method，association rules，complex system entropy clustering，and unsupervised entropy hierarchical clustering were used to analyze the nature and flavor，channel tropism，concerted application rules，pair and combination of herbs for statistics， association rules analysis and discovery of new prescriptions. Result:A total of 122 prescriptions of professor WANG Jie on the treatment of frequent ventricular premature complexes were collected. 110 herbs，mostly with pungent and sweet flavors，were mainly on spleen channel and also on heart，kidney，liver，lung，and stomach channels. Cinnamomi Ramulus，Paeoniae Alba Radix<italic>，</italic>Os Draconis<italic>，</italic>Ostreae Concha<italic>， </italic>Glycyrrhizae Radix<italic>，</italic>and Jujubae Fructus<italic> </italic>had the highest frequency in use. The high-frequency herbal pair was Cinnamomi Ramulus-Paeoniae Alba Radix（116 times， accounting for 95.08%），the commonly used corner drugs were Cinnamomi Ramulus<italic>-</italic>Os Draconis<italic>-</italic>Ostreae Concha<italic> </italic>（108 times，88.52%），Cinnamomi Ramulus<italic>-</italic>Paeoniae Alba Radix<italic>-</italic>Ostreae Concha （106 times， 86.89%），Cinnamomi Ramulus<italic>-</italic>Paeoniae Alba Radix<italic>-</italic>Os Draconis （106 times，86.89%）. Commonly used herbal pair was<italic> </italic>Aucklandiae Radix-Amomi Villosi Fructus. The core prescription herbs included Cinnamomi Ramulus<italic>-</italic>Paeoniae Alba Radix<italic>-</italic>Os Draconis<italic>-</italic>Ostreae Concha<italic>-</italic>Glycyrrhizae Radix<italic>-</italic>Jujubae Fructus<italic>-</italic>Zingiberis Recens Rhizoma<italic>-</italic>Achyranthis Bidentatae Radix<italic>-</italic>Codonopsis Radix<italic>-</italic>Astragali Seu Hedysari Radix<italic>-</italic>Cistanches Herba-Poria<italic>-</italic>Ziziphi Spinosae Semen. Conclusion:Professor WANG Jie's prescription for the treatment of frequent ventricular premature complexes is Guizhi Jia Longgu Mulitang，and the main herbs are Cinnamomi Ramulus，Paeoniae Alba Radix，Os Draconis，Ostreae Concha，Glycyrrhizae Radix，and Jujubae Fructus. The final prescription could be adjusted according to the diseases and symptoms of patients.