基于多中心大样本的子宫内膜异位症中医证候聚类分析及病机新探OA
Clustering Analysis of TCM Syndromes and New Exploration of Pathogenesis in Endometriosis Based on Multi-Center Large-Sample Data
目的:针对子宫内膜异位症(EMS)中医证候分型标准模糊、数据驱动研究匮乏的现状,本研究旨在通过多中心大样本数据,结合聚类分析法、专家共识及中医理论,揭示EMS中医证候分布规律,构建动态证候分类模型,并结合新病机理论,为中医精准诊疗EMS提供循证依据.方法:采用横断面研究设计,纳入全国7 家三甲医院714 例EMS患者,通过德尔菲法优化形成69 项证候条目问卷.基于频次分析(频率≥15%)筛选62 项核心症状,运用K均值聚类算法(肘部法则确定K=5)进行证候分类,结合Bootstrap重抽样(1 000 次)验证模型稳定性,并通过专家共识(一致率≥80%)完成证型命名与理论阐释.结果:高频症状包括神疲乏力(56.16%)、腰酸膝软(51.40%)、经行不畅(50.00%)、经行血块(49.72%)及小腹冷痛(46.50%).聚类分析揭示五类证型,即寒凝血瘀证(36.41%)、气滞血瘀证(22.69%)、肾虚血瘀证(16.53%)、气虚血瘀证(14.29%)及湿热瘀滞证(10.08%).结论:本研究构建EMS中医证候动态分类模型,以寒凝血瘀为代表的五个证型,结合"冲脉逆乱-血瘀络阻"病机新理论,为EMS的中医规范化辨证及准确施治提供理论支持.
Objective:In view of the current situation of vague TCM syndrome classification standards for endometriosis(EMS)and the lack of data-driven research,this study aims to reveal the distribution pattern of TCM syndromes in EMS through multi-center large sample data,combined with cluster analysis and expert consensus as well as TCM theory,and to construct a dynamic syndrome classification model.Furthermore,it aims to provide evidence-based support for precise TCM diagnosis and treatment by integrating the new pathogenesis theory of"disorder of Chong meridian-blood stasis and vessel obstruction".Methods:A cross-sectional study design was adopted,and 714 EMS patients from 7 tertiary hospitals across the country were included.A 69-item syndrome questionnaire was optimized through the Delphi method.based on frequency analysis(frequency≥15%),62 core symptoms were selected.K-means clustering algorithm(K=5 determined by the elbow method)was used for syndrome classification.Model stability was verified through Bootstrap resampling(1 000 times),and syndrome names and theoretical explanations were completed through expert consensus(consistency rate≥80%).Results:High-frequency symptoms included fatigue(56.16%),lumbar and knee weakness(51.40%),dysmenorrhea(50.00%),and cold pain in the lower abdomen(46.50%).Cluster analysis revealed five syndrome types:Cold aggregation and blood stasis syndrome(36.41%),qi Stagnation and blood stasis syndrome(22.69%),kidney deficiency and blood stasis syndrome(16.53%),qi deficiency and blood stasis syndrome(14.29%),and damp-heat and blood stasis syndrome(10.08%).Conclusion:This study constructed a dynamic TCM syndrome classification model for EMS,with five representative syndromes including cold aggregation and blood stasis syndrome.Combined with the new pathogenesis theory of"disorder of Chong meridian-blood stasis and vessel obstruction",it provides theoretical support for the standardized TCM diagnosis and accurate treatment of EMS.
戴金芳;李温珏;俞康;钟素琴;卢君;梁瑞宁
江西中医药大学研究生院,江西 南昌 330006||赣州市妇幼保健院,江西 赣州 341000江西中医药大学研究生院,江西 南昌 330006江西中医药大学研究生院,江西 南昌 330006赣州市妇幼保健院,江西 赣州 341000赣州市妇幼保健院,江西 赣州 341000江西中医药大学中医妇产科研究所,江西 南昌 330006||江西中医药大学第二附属医院,江西 南昌 330012
医药卫生
子宫内膜异位症痛经聚类分析中医证候病机
Endometriosis(EMS)DysmenorrheaCluster AnalysisTCM SyndromesPathogenesis
《中医药学报》 2026 (10)
36-41,6
国家自然科学基金项目(81160447,81760878,82260948)江西省重点研发计划"揭榜挂帅"项目(20223BBG7101)江西省中医生殖内分泌疾病临床研究基地建设项目(赣中医药科教字[2020]6号)梁瑞宁全国名老中医药专家传承工作室(国中医药人教函[2022]75号)江西中医药大学科技创新团队(CXTD22013)中医女性生殖健康及相关疾病研究与转化江西省重点实验室(2024SSY06311)
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