基于R语言数据挖掘技术探析针灸治疗孤独症谱系障碍取穴规律OA
Analysis on Acupoint Selection Law of Acupuncture and Moxibustion for the Treatment of Children with Autism Spectrum Disorder Based on R Language Data Mining Technology
目的 采用R语言数据挖掘技术分析针灸治疗孤独症谱系障碍(ASD)的取穴规律.方法 检索中国期刊全文数据库(CNKI)、万方数据知识服务平台(Wanfang Data)、维普资讯中文期刊服务平台(VIP)、中国生物医学文献数据库(CBM)及PubMed、Web of Science建库至2025年3月发表的针灸ASD临床研究文献,利用Excel2019建立数据库,采用R4.4.3统计腧穴使用频次、归经、部位、特定穴,并进行关联规则分析和聚类分析.结果 共纳入199篇文献,包括199首针灸处方,涉及腧穴163个,总频次为1 729,高频腧穴前20位是百会、神庭、四神聪、四神针、智三针、舌三针、脑户、本神、颞三针、定神针、脑三针、语言3区、语言2区、语言1区、足智针、内关、神门、手智针、脑空、印堂,靳三针为最常用穴区,其次为头针穴区,高频经脉为督脉、足少阳胆经,腧穴多分布于头面部、上肢部和下肢部,特定穴常用原穴.腧穴强关联规则共11条,其中"本神→神庭"支持度最高;高频腧穴聚类分析可分为5类.结论 针灸治疗ASD采用"调神益智"经典方案,以头部腧穴为核心,遵循局部取穴原则,常用靳三针、头部针刺配合督脉腧穴;特定穴采用原穴-输穴配伍模式,体现"调神"与"益智"协同作用.
Objective To analyze the acupoint selection law in acupuncture and moxibustion for the treatment of children with autism spectrum disorder(ASD)using data mining technology via the R language.Methods Research literature about acupuncture and moxibustion for the treatment of children with ASD was retrieved from CNKI,Wanfang Data,VIP,SinoMed,PubMed and Web of Science databases from the establishment of the databases to March 2025.Excel 2019 was used to construct the database.R 4.4.3 was used to make statistics on acupoint use frequency,meridian tropism,location and specific acupoints,and association rule analysis and clustering analysis were carried out.Results A total of 199 articles were included,including 199 acupuncture and moxibustion prescriptions involving 163 acupoints,with a total frequency of 1 729 times.The top 20 high-frequency acupoints were Baihui(GV20),Shenting(GV24),Sishencong(EX-HN1),Sishenzhen,Zhisanzhen,Shisanzhen,Naohu(GV17),Benshen(GB13),Temporal Sanzhen,Dingshenzhen,Brain Sanzhen,Language Zone 3,Language Zone 2,Language Zone 1,Foot Zhizhen,Neiguan(PC6),Shenmen(HT7),Hand Zhizhen,Naokong(GB19)and Yintang(EX-HN3).Jin's Three Needles acupoint region was the most frequently used,followed by the scalp acupuncture region.The most commonly involved meridians were the Governor Vessel and the gallbladder meridian.Acupoints were predominantly distributed on the head,face,upper limbs and lower limbs.The most frequently used specific acupoint type was the Yuan acupoint.Eleven strong association rules were identified among acupoints,with"Benshen →Shenting"having the highest support.Clustering analysis of high-frequency acupoints revealed five distinct categories.Conclusion Acupuncture and moxibustion treatment of ASD formed a classic scheme of"regulating spirit and enhancing intelligence".It takes the head acupoints as the core,and follows the principle of local acupoint selection.Jin's Three Needles and head acupuncture combined with Governor Vessel acupoints are commonly used;specific acupoints are often applied in combination,such as Yuan-Shu acupoints,reflecting a synergistic effect of"regulating spirit"and"enhancing intelligence".
王力贞;牛思涵;李雪纯;鲍超;陈栋
南京中医药大学附属医院,江苏 南京 210029南京中医药大学附属医院,江苏 南京 210029南京中医药大学附属医院,江苏 南京 210029南京中医药大学附属医院,江苏 南京 210029南京中医药大学附属医院,江苏 南京 210029
医药卫生
孤独症谱系障碍针灸数据挖掘R语言取穴规律
autism spectrum disorderacupuncture and moxibustiondata miningR languageacupoint selection law
《中国中医药信息杂志》 2026 (3)
44-50,7
国家自然科学基金青年科学基金(82004456)江苏省中医药管理局面上项目(MS2024025)江苏省中医药管理局重点项目(ZD202411)南京市科技计划(202305030)江苏省研究生科研与实践创新计划(SJCX25_0873)
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