[目的]通过R语言数据挖掘技术,探讨针灸治疗肥胖合并2型糖尿病(T2DM)的选穴规律.[方法]计算机检索中国知网期刊全文数据库(CNKI)、万方学术期刊全文数据库(Wanfang)、维普中文科技期刊数据库(VIP)、中国生物医学数据库(CBM)、美国生物医学信息检索系统(PubMed)、荷兰医学文摘(Embase)、国际循证医学图书馆(Cochrane Library)、科学网(Web of Science)等各大数据库从建库至2024年1月收录的有关针灸治疗肥胖合并2型糖尿病的临床研究类文献,利用Microsoft Excel 2021建立腧穴处方数据库,采用R 4.3.2、Rstudio软件对腧穴进行频次、归经、特定穴、相关性分析,关联规则、聚类分析.[结果]共纳入81篇文献,提取到117条处方.涉及82个腧穴,腧穴使用总频次为1 072次.频次前5位的腧穴为足三里、中脘、胃脘下俞、脾俞、天枢.经络选用以足阳明胃经、任脉、足太阳膀胱经、足太阴脾经为主.五输穴为使用频次最高的特定穴.相关性分析得出3组强相关穴组.关联规则分析得出核心穴位.通过函数对频次≥ 10次的腧穴进行聚类分析及机器投票,共得到4个聚类穴组.[结论]通过R语言数据分析针灸治疗肥胖合并T2DM的选穴原则,主要以腹部局部穴位为主,结合脏腑辨证及经验选穴,为针灸治疗肥胖合并T2DM提供了有效治疗思路.
Exploration of the Acupoint Selection Rules of Acupuncture and Moxibustion in the Treatment of Obesity Complicated with Type 2 Diabetes Mellitus Based on R language
Objective To investigate the acupoint selection rules of obesity complicated with type 2 diabetes mellitus(T2DM)through R language data mining technology.Methods CNKI,Wanfang,VIP,CBM,PubMed,Embase,Cochrane Library,web of science and other major databases were searched by computer.From the establishment of the database to January 2024,the clinical research literature on acupuncture and moxibustion for the treatment of obesity with T2DM was included.Microsoft Excel 2021 was used to establish a database of acupoint prescriptions.R 4.3.2 and Rstudio software were used to analyze the frequency,meridian tropism,specific acupoints,correlation analysis,association rules and cluster analysis of acupoints.Results A total of 81 articles were included,and 117 prescriptions were extracted.It involves 82 acupoints,and the total frequency of acupoint usage is 1 072 times.The top five acupoints with the highest frequency were Zusanli(ST36),Zhongwan(RN12),Weiwanxiashu(EX-B3),Pishu(BL20),Tianshu(ST25).The meridian selection is mainly based on the stomach meridian of foot yangming,ren meridian,foot taiyang bladder meridian and foot taiyin spleen meridian.The five-shu points are the specific points with the highest frequency of use.Correlation analysis showed that there were three groups of strongly related acupoint groups.The core acupoints were obtained by association rule analysis.Cluster analysis and machine voting were performed on acupoints with frequency ≥ 10 by function,and a total of four cluster acupoint groups were obtained.Conclusion Through R language data analysis,the principle of acupoint selection for acupuncture and moxibustion in the treatment of obesity complicated with T2DM is mainly based on abdominal local acupoints,combined with visceral syndrome differentiation and empirical point selection,which provides effective treatment ideas for acupuncture and moxibustion in the treatment of obesity complicated with T2DM.
acupuncture and moxibustionobesity complicated with type 2 diabetes mellitusR languageacupoint selection rulesabdominal local acupointsvisceral sydrome differentiation point selectionempirical point selection
万方数据
维普
