基于隐结构模型联合关联规则探讨中医药治疗脑小血管病的方药规律OA
Exploration of prescription patterns of TCM in treatment of cerebral small vessel disease based on latent structure model combined with association rules
基于隐结构模型和关联规则分析中医药治疗脑小血管病的方药规律,为临床辨证治疗提供参考依据.系统检索PubMed、EMbase、Cochrane Library、中国知网(CNKI)、万方(Wanfang)、维普(VIP)、中国生物医学文献服务系统(SinoMed),并搜索国际传统医学临床试验注册平台(ITMCTR)、中国临床试验注册中心(ChiCTR)等数据库,检索时限自建库至 2025 年 11月 17 日,筛选出中医药治疗脑小血管病的文献,运用 Microsoft Excel 2019 建立中药处方数据库,通过 Lantern 5.0 与 Rstudio 软件对频率>4.00%的高频中药进行隐结构模型与关联规则分析,探析中医药治疗脑小血管病的方药规律.共纳入处方 126 首,涉及中药 164 味,总频次 1 313 次.高频中药包括川芎、地龙、黄芪、石菖蒲、丹参等,功效以补虚药、活血化瘀药为主.隐结构分析共获得 12 个隐变量、24 个隐类、6 个综合聚类模型、17 个核心方剂,以方测证推测脑小血管病常见证候有气虚血瘀、肝肾阴虚、痰瘀互结、风痰阻络等.关联规则分析获得 39 条强关联规则,其中支持度最高的是黄芪→川芎,置信度最高的是赤芍+桃仁→川芎.脑小血管病为本虚标实之证,以气虚、精亏为本,痰浊、瘀血为标,治疗当以益气活血、补益肝肾为核心,兼顾化痰祛瘀、息风通络、平肝潜阳等治法.
This study aimed to explore the prescription patterns of TCM in the treatment of cerebral small vessel disease(CSVD)based on latent structure model combined with association rules and provide a reference for clinical diagnosis and treatment based on syndrome differentiation.Multiple databases including PubMed,EMbase,Cochrane Library,CNKI,Wanfang,VIP,SinoMed,ITMCTR,and ChiCTR were searched from their inception to November 17,2025.Literature related to TCM prescriptions for CSVD was selected,and a database of TCM prescriptions was established using Microsoft Excel 2019.Lantern 5.0 and Rstudio were used to conduct latent structure analysis and association rule analysis on high-frequency TCMs with a frequency>4.00%to explore the prescription patterns of TCM in the treatment of CSVD.A total of 126 TCM prescriptions involving 164 TCMs and 1 313 total frequencies were included.High-frequency TCMs included Chuanxiong Rhizoma,Pheretima,Astragali Radix,Acori Tatarinowii Rhizoma,and Salviae Miltiorrhizae Radix et Rhizoma,with the main efficacy shown by tonic TCMs and blood-activating and stasis-resolving TCMs.Latent structure analysis identified 12 latent variables,24 latent classes,6 comprehensive clustering models,and 17 core prescriptions.Based on the prescriptions,the common syndromes of CSVD were speculated to be Qi deficiency with blood stasis,liver-kidney Yin deficiency,intermingled phlegm and stasis,and wind-phlegm obstructing the collaterals.Association rule analysis identified 39 strong association rules,with Astragali Radix→Chuanxiong Rhizoma having the highest support and Paeoniae Radix Rubra+Persicae Semen→Chuanxiong Rhizoma having the highest confidence.CSVD is a syndrome characterized by deficiency in nature and excess in superficiality,with Qi deficiency and essence depletion as the fundamental aspects,and turbid phlegm and blood stasis as the manifestations.The treatment principles should focus on tonifying Qi,activating blood,and nourishing the liver and kidney,as well as resolving phlegm,dispelling stasis,subsiding wind,unblocking the collaterals,pacifying liver,and subduing Yang.
安莹;何伟伟;王悦;高胤桐;洪玉颖;于苗;张根明
北京中医药大学 东直门医院,北京 100700陕西中医药大学附属医院,陕西 西安 712099北京市怀柔区中医医院,北京 101499中日友好医院,北京 100029北京中医药大学 东直门医院,北京 100700北京中医药大学 东直门医院,北京 100700北京中医药大学 东直门医院,北京 100700
脑小血管病隐结构关联规则数据挖掘方药规律
cerebral small vessel diseaselatent structureassociation ruledata miningprescription pattern
《中国中药杂志》 2026 (10)
2958-2969,12
科技创新2030重大项目(2023ZD0505803)中央高水平中医医院临床科研业务费项目(DZMG-MSZX-24010)北京中医药大学东直门医院横向课题(HX-DZM-202313)
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