首页|期刊导航|中医药信息|基于因子与聚类分析的多囊卵巢综合征中医证候分布规律研究

基于因子与聚类分析的多囊卵巢综合征中医证候分布规律研究OA

Study on Distribution Patterns of TCM Syndromes in Polycystic Ovary Syndrome Based on Factor and Cluster Analyses

中文摘要英文摘要

目的 基于多中心大样本数据解析多囊卵巢综合征(PCOS)中医证候分布规律,构建病机分型框架,为临床精准辨证提供依据.方法 采用多中心横断面研究设计,纳入7家三甲医院936例PCOS患者,通过文献挖掘和德尔菲法专家咨询制定标准化中医证候问卷,运用频数分析提取核心症状,因子分析明确证候要素,K-均值聚类归纳核心证型.结果 高频症状以腰膝酸软、肌肤油腻、情绪抑郁善叹息、痤疮为主;病位证素以肾、肺/大肠、冲脉为核心,病性证素以湿热、血瘀、阴虚为关键;聚类分析确定五大证型:肾阴虚湿热证、脾虚痰湿证、气滞血瘀证、湿热瘀阻证、肾阳虚痰湿证,覆盖97.86%病例.结论 本研究确立了PCOS以肾阴虚湿热、脾虚痰湿、气滞血瘀、湿热瘀阻、肾阳虚痰湿证为主的五大核心证型,为证型规范化提供了数据支撑,同时,病位证素"冲脉""肺/大肠"在PCOS病机中的重要性需予以重视.

Objective To analyze the distribution patterns of traditional Chinese medicine(TCM)syndromes in polycystic ovary syndrome(PCOS)based on multicenter large-scale data and establish a pathogenic classification framework to provide a basis for precise clinical differentiation.Methods A multicenter cross-sectional study design was employed,enrolling 936 PCOS patients from seven Tertiary A hospitals.A standardized TCM syndrome questionnaire was designed through literature mining and Delphi expert consultation.Frequency analysis was used to extract core symptoms,factor analysis to identify syndrome elements,and core syndrome patterns were summarized by the K-means clustering algorithm.Results High-frequency symptoms predominantly included soreness and weakness of waist and knees,oily skin,depressive mood with frequent sighing,and acne.The primary pathogenesis location factors were identified as the kidney,lung/large intestine,and thoroughfare vessel,with damp-heat,blood stasis,and yin deficiency as the key pathogenesis nature factors.Cluster analysis identified five major syndrome patterns:kidney yin deficiency with damp-heat,spleen deficiency with phlegm-dampness,qi stagnation with blood stasis,dampness-heat and blood stasis obstructing,and kidney yang deficiency with phlegm-dampness,covering 97.86%of cases.Conclusion This study established five core PCOS syndrome patterns dominated by kidney yin deficiency with damp-heat,spleen deficiency with phlegm-dampness,qi stagnation with blood stasis,dampness-heat and blood stasis obstructing,and kidney yang deficiency with phlegm-dampness,providing data support for syndrome standardization.Meanwhile,the pathogenic significance of disease-location elements"thoroughfare vessel"and"lung/large intestine"in PCOS pathogenesis should to be taken seriously.

戴金芳;俞康;李温珏;卢君;钟素琴;梁瑞宁

江西中医药大学,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,江西 南昌 330006江西中医药大学,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学研究所,江西 南昌 330006||江西中医药大学附属医院,江西 南昌 330000

多囊卵巢综合征中医证候病机冲脉逆盛因子分析聚类分析

Polycystic ovary syndromeTCM syndromePathogenesisReversal and excess of thoroughfare vesselFactor analysisCluster analysis

《中医药信息》 2026 (2)

53-59,7

国家自然科学基金项目(82060880,81860865,81560783)江西省重点研发计划"揭榜挂帅"项目(20223BBG7101)江西省中医妇产科疾病临床医学研究中心基金项目(20181BCG42003)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项目(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项目(2024SSY06311)

10.19656/j.cnki.1002-2406.20260209

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