首页|期刊导航|北京中医药大学学报|1 989例代谢综合征患者中医证候分布及合并症相关性分析

1 989例代谢综合征患者中医证候分布及合并症相关性分析OA

Distribution of traditional Chinese medicine syndromes in 1,989 patients with metabolic syndrome and correlation analysis of comorbidities

中文摘要英文摘要

目的 探究代谢综合征患者中医证候分布特征,为代谢综合征辨证规范化和临床治疗提供参考.方法 采用回顾性横断面研究方法,纳入2018 年9 月—2021 年9 月于中国中医科学院广安门医院综合科病房住院的代谢综合征患者1 989 例,收集患者一般资料(性别、年龄、血压、甘油三酯、高密度脂蛋白胆固醇、空腹血糖)、中医四诊信息(症状/体征、脉象、舌象)及常见合并症(高血压、冠心病、中风、慢性肾脏病、脂肪性肝病、心力衰竭)情况.一般资料及临床指标采用描述性统计;对中医四诊信息进行描述性分析和因子分析,得到四诊信息的载荷系数及病性、病位证素;进行聚类分析归纳其中医证候类型分布特征;采用二分类 logistic 回归进行常见合并症与证候类型的相关性分析.结果 1 989 例代谢综合征患者中,男性占 48.47%(964/1 989)、女性占 51.53%(1 025/1 989),年龄≥60 岁患者占73.06%(1 464/1 989).共提取到134 项中医四诊信息,其中脉弦58.77%(1 169/1 989)、舌苔白 50.63%(1 007/1 989)、舌紫黯 49.77%(990/1 989)及舌苔腻 49.02%(975/1989)出现频率较高.选取频率>10%的38 项四诊信息进行因子分析,共提取出 16 个公因子,累积方差贡献率为58.97%.病位证素以肾、肝、脾为主,涉及心肺,病性证素以气虚、湿、阳虚为多.聚类分析归纳出4 种主要证候类型:肝郁脾虚、痰气互结证 43.41%(863/1 988),心肺气虚、肾阳不足证31.79%(632/1 988),肺肾阳虚、痰饮内停证 19.92%(396/1 988),气阴两虚、湿浊中阻证 4.88%(97/1 988).合并症相关性分析显示,高血压为最常见合并症,其次为冠心病和心力衰竭.各证候类型中,心肺气虚、肾阳不足证,肝郁脾虚、痰气互结证,气阴两虚、湿浊中阻证均以高血压占比最高,分别为49.84%(315/632)、41.37%(357/863)和49.48%(48/97);肺肾阳虚、痰饮内停证则以心力衰竭占比最高,为60.86%(241/396).结论 代谢综合征中医病机特点为本虚标实,病位主要在肾、肝、脾,涉及心肺;其证候分布以肝郁脾虚、痰气互结为核心,多兼见气虚、阳虚及湿浊内停,且不同证候可能与特定的合并症存在偏向性联系.

Objective To investigate the distribution characteristics of traditional Chinese Medicine(TCM)syndromes among patients with metabolic syndrome(MetS),thereby providing evidence to support the standardization of TCM syndrome differentiation and optimization of clinical management strategies.Methods A retrospective cross-sectional study was conducted,and 1,989 patients with MetS hospitalized in the comprehensive ward of Guang'anmen Hospital,China Academy of Chinese Medical Sciences,from September 2018 to September 2021 were included.Collected data included general information(sex,age,blood pressure,triglycerides,high-density lipoprotein,and fasting blood glucose),TCM four diagnostic information(symptoms/signs,pulse manifestation,and tongue manifestation),and common comorbidities(hypertension,coronary heart disease,stroke,chronic kidney disease,fatty liver disease,and heart failure).General characteristics and clinical indicators were analyzed using descriptive statistics.Descriptive and factor analyses were performed on the four diagnostic data to obtain the loading coefficients of the diagnostic information,as well as the syndrome elements of disease nature and location.Cluster analysis was used to summarize the distribution characteristics of TCM syndrome types,and binary logistic regression was applied to analyze the correlation between common comorbidities and syndrome types.Results Among the 1,989 patients with MetS,males accounted for 48.47%(964/1,989),females for 51.53%(1,025/1,989),and patients aged≥60 years accounted for 73.60%(1,464/1,989).A total of 134 items of TCM four diagnostic information were extracted.The most frequent symptoms/signs were wiry pulse(58.77%;1,169/1,989),white tongue coating(50.63%;1,007/1,989),purplish-dark tongue(49.77%;990/1,989),and greasy tongue coating(49.02%;975/1,989).Factor analysis was conducted on 38 four diagnostic information with a frequency greater than 10%.Sixteen common factors were extracted,with a cumulative variance contribution rate of 58.97%.The syndrome elements of disease location primarily involved the kidney,liver,and spleen,extending to the heart and lungs;the syndrome elements of disease nature were predominantly qi deficiency,dampness,and yang deficiency.Cluster analysis identified four main syndrome types:liver depression and spleen deficiency with phlegm-qi stagnation(43.41%;863/1,988);heart-lung qi deficiency with kidney yang insufficiency(31.79%;632/1,988);lung-kidney yang deficiency with internal retention of phlegm-fluid(19.92%;396/1,988);and qi-yin deficiency with damp-turbidity obstruction the middle jiao(4.88%;97/1,988).Correlation analysis of comorbid diseases showed that hypertension was the most common comorbid disease,followed by coronary heart disease and heart failure.Among the different syndrome types,hypertension accounted for the highest proportion in heart-lung qi deficiency with kidney yang insufficiency,liver depression and spleen deficiency with phlegm-qi stagnation,and qi-yin deficiency with damp-turbidity obstruction the middle jiao,with proportions of 49.84%(315/632),41.37%(357/863),and 49.48%(48/97),respectively.In contrast,lung-kidney yang deficiency with internal retention of phlegm-fluid had the highest proportion of heart failure,at 60.86%(241/396).Conclusion The TCM pathogenesis of MetS is characterized by root deficiency and branch excess.The disease is primarily located in kidney,the liver,and spleen,involving the heart and lungs.Its syndrome distribution centers around liver stagnation and spleen deficiency with intermingled phlegm and qi,often accompanied by qi deficiency,yang deficiency,and internal damp-turbidity retention.Furthermore,different syndromes may have specific directional associations with certain comorbidities.

张斯琦;刘玥彤;陈春妹;刘鹏飞;庞蒙蒙;张并璇;宋庆桥

中国中医科学院广安门医院综合科 北京 100053北京中医药大学研究生院中国中医科学院广安门医院综合科 北京 100053北京中医药大学研究生院中国中医科学院广安门医院综合科 北京 100053中国中医科学院广安门医院综合科 北京 100053中国中医科学院广安门医院综合科 北京 100053

医药卫生

代谢综合征中医证候证素因子分析聚类分析

metabolic syndrometraditional Chinese medicine patternssyndrome elementsfactor analysiscluster analysis

《北京中医药大学学报》 2026 (7)

968-978,11

国家自然科学基金面上项目(No.82374428)中央高水平中医医院临床研究和成果转化能力提升项目(No.HLCMHPP2023040)中国中医科学院广安门医院临床医学研究中心建设专项经费项目(No.2022LYJSZX05)北京市中医药科技发展资金项目(No.BJZYZD-2025-16) National Natural Science Foundation of China(No.82374428)

10.3969/j.issn.1006-2157.2026.07.010

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