首页|期刊导航|新中医|基于数据挖掘分析中医药治疗帕金森病的方证及用药规律

基于数据挖掘分析中医药治疗帕金森病的方证及用药规律OA

Analysis of Prescription-Syndrome Type and Medication Rules in Traditional Chinese Medicine for Parkinson's Disease Based on Data Mining

中文摘要英文摘要

目的:通过多角度数据挖掘分析中医药治疗帕金森病(PD)的医案文献,探究其方证及用药规律.方法:检索中国知网、维普、万方、中国生物医学文献等数据库自建库至2025年2月15日收录的相关文献,采用Excel建立PD药物数据库,基于Lantern 5.0、Rstudio等软件对高频中药(频次≥10次)进行隐结构模型、综合聚类及关联规则等分析.结果:共纳入处方239首,涉及中药187味,总频次2 802次,高频药物使用频次前5位分别为白芍、天麻、熟地黄、当归、甘草.药性主要为温、寒、平性,药味主要为甘、苦、辛味,归经主要为肝、肾、脾经,功效分类以补虚药为主、其次为平肝熄风药.隐结构模型共得到19个隐变量、38个隐类及5个综合聚类模型,14个核心方剂,推测PD主要证型为痰热风动、气血亏虚、髓海不足、肝肾阴虚、血瘀风动.关联规则分析共获得18条强关联规则,其中"当归+熟地黄→白芍"组合支持度最高,"龟甲+牡蛎→白芍"和"当归+葛根→白芍"组合置信度最高.结论:PD以肝肾阴虚、气血不足为本,风火痰瘀为标;治疗宜以清热化痰、益气养血为主,辅以熄风通络为法.

Objective:To explore the prescription-syndrome type and medication rules of traditional Chinese medicine(TCM)in treating Parkinson's disease(PD)by conducting a multi-dimensional data mining analysis of relevant medical case literature.Methods:Literature published from the inception of databases including CNKI,VIP,Wanfang,and CBM until February 15,2025,was retrieved.A PD medication database was established via Excel.High-frequency Chinese herbs(frequency≥10)were analyzed via Lantern 5.0 and Rstudio software for latent structure modeling,comprehensive clustering,and association rule mining.Results:A total of 239 prescriptions involving 187 Chinese herbs with a total frequency of 2 802 occurrences were included.The top 5 high-frequency herbs were Paeoniae Radix Alba,Gastrodiae Rhizoma,Rehmanniae Radix Praeparata,Angelicae Sinensis Radix,and Glycyrrhizae Radix et Rhizoma.Herbal natures were primarily warm,cold,and neutral;flavors were mainly sweet,bitter,and acrid;channel entries were predominantly the liver,kidney,and spleen channels.The primary effect category was deficiency-supplementing herbs,followed by liver-calming and wind-suppressing herbs.The latent structure model identified 19 latent variables,38 latent classes,and 5 comprehensive clustering models,leading to the summarization of 14 core prescriptions.The main TCM syndrome types of PD were inferred as wind stirring due to phlegm-heat,qi and blood deficiency,insufficiency of the marrow sea,yin deficiency of the liver and kidney,and wind stirring due to blood stasis.Association rule analysis yielded 18 strong rules.The rule"Angelicae Sinensis Radix+Rehmanniae Radix Praeparata → Paeoniae Radix Alba"had the highest support,while the rules"Testudinis Carapax et Plastrum+Ostreae Concha → Paeoniae Radix Alba"and"Angelicae Sinensis Radix+Puerariae Lobatae Radix→Paeoniae Radix Alba"had the highest confidence.Conclusion:The pathogenesis of PD is characterized by a root deficiency(yin deficiency of the liver and kidney,qi and blood deficiency)and branch excess(wind,fire,phlegm,stasis).The treatment should focus on clearing heat,resolving phlegm,boosting qi,and nourishing blood,assisted by suppressing wind and unblocking collaterals.

肖鑫;夏泽华;何蕾;宋雨梦;王凤赢;周欢;韩辉

安徽中医药大学第一临床医学院,安徽 合肥 230031安徽中医药大学第一临床医学院,安徽 合肥 230031安徽中医药大学第一临床医学院,安徽 合肥 230031安徽中医药大学第一临床医学院,安徽 合肥 230031安徽中医药大学第一临床医学院,安徽 合肥 230031安徽中医药大学第一临床医学院,安徽 合肥 230031安徽中医药大学第一附属医院,安徽 合肥 230031

医药卫生

帕金森病方证规律用药规律隐结构模型关联规则数据挖掘

Parkinson's diseasePrescription-syndrome type rulesMedication rulesLatent structure modelAssociation rulesData mining

《新中医》 2026 (8)

1-8,8

国家自然科学基金项目(82374212,81971446)安徽省科技厅临床转化项目(202204295107020044)安徽省教育厅重点项目(2022AH050523)

10.13457/j.cnki.jncm.2026.08.001

评论