期刊文献+

A study of medication rules of traditional Chinese medicine in the treatment of pre diabetes based on data mining

下载PDF
导出
摘要 Background:To summarize the concerted application and prescription rules of traditional Chinese medicine in the treatment of pre diabetes.Methods:Microsoft Excel 2010 was 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 14.0.Results:One hundred and forty-six references were included,including 153 prescriptions and 131 drugs.Their frequency of use is listed in the following order.The top 3 categories of drugs were“Tonifying,Heat-Clearing”,diuresis and“Diffusing Dampness”drugs.The top 5 drugs were Huangqi(Astragali radix),Fuling(Poria),Huanglian(Coptidis rhizoma),Shanyao(Dioscoreae rhizoma),Gegen(Puerariae lobatae radix).The top 3 channel tropism of drugs were spleen,stomach and lung.The top 3 nature of drugs were cold,warm and calm.The top 3 flavour of drugs were sweet,bitter and pungent.The cluster analysis of high-frequency drugs showed that it could be classified into 4 categories:“Benefiting Qi”for promoting production of fluid,“Clearing Heat”and“Eliminating Dampness”,“Nourishing Yin”and“Clearing Heat”,and“Invigorating Spleen”for“Diffusing Dampness”.The results of association rule analysis showed that the combination with the highest degree of confidence and support was Poria-Chenpi(Citri reticulatae pericarpium)-Banxia(Pinelliae rhizoma)-Baizhu(Atractylodis macrocephalae rhizoma)and the combination with the highest frequency was Astragali radix-Puerariae lobatae radix.Conclusion:The pre diabetes is due to deficiency.The disease location is spleen and stomach and the pathological factor is phlegm-damp,that is why benefiting qi and invigorating spleen is regarded as the key link of clinical treatment.
出处 《Medical Data Mining》 2020年第4期166-176,共11页 TMR医学数据挖掘
  • 相关文献

参考文献4

二级参考文献53

  • 1李伟,文红梅,崔小兵,李璇,洪敏.白术健脾有效成分研究[J].南京中医药大学学报,2006,22(6):366-367. 被引量:100
  • 2王国平,邓美勇,周光雄,黄美燕,叶文才,叶春玲.鸭跖草中α-糖苷酶抑制活性多羟基生物碱类成分的ESIMS检识[J].中药材,2007,30(2):157-160. 被引量:8
  • 3梁晓春.用“治未病”的预防思想阻断糖尿病的蔓延[J].世界中西医结合杂志,2007,2(5):249-251. 被引量:33
  • 4中华人民共和国卫生部.中药新药临床研究指导原则[S].北京:中国医药科技出版社,2005:5.
  • 5Rosa G, Mingrone G, Manco M, et al. Molecular mechanisms of diabetes reversibility after bariatric surgery[ J]. Inter J Obes, 2007,31 (9) : 1429-1436.
  • 6Xu Y, Wang L, He J, et al. Prevalence and control of diabetes in Chinese adults[J]. JAMA,2013,310(9): 948-959.
  • 7Greenfield J R, Campbell L V. Relationship between inflammation, insulin resistance and type 2 diabetes: ' cause or effect' ? [ J 1. Curr Diabetes Rev, 2006,2 (2) :195-211.
  • 8Tari L, Anwar S, Liang S, et al. Discovering drug-drug interactions:a text-mining and reasoning approach based on properties of drug metabolism [ Jl. Bioinformatics, 2010,26(18) :1547.
  • 9Mogensen C E. Management of early nephropathy in diabetic patients[ J]. Annu Rev Med, 1995,46(3 ) :79- 93.
  • 10王琦,朱燕波,折笠秀树,杜建,庞国明,宋晓鸿,钱会南,薛禾生,赵健雄.中医痰湿体质相关影响因素的研究[J].北京中医药大学学报,2008,31(1):10-13. 被引量:73

共引文献46

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部