Analysis of multimorbidity patterns in perimenopausal women based on medical examination data.

IF 3.2 4区 医学 Q1 OBSTETRICS & GYNECOLOGY Climacteric Pub Date : 2025-08-01 Epub Date: 2025-03-07 DOI:10.1080/13697137.2025.2470449
Wenjun Luo, Jinning Mao, Shu Su, Meng Jia, Shili Xian, Jiaxian An, Xiaoya Qi, Lihong Mu
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Abstract

Objective: The concurrent presence of multiple chronic diseases, termed multimorbidity, is increasingly prevalent among patients with chronic illnesses. This phenomenon is particularly pronounced in middle-aged women, yet has not received adequate attention. The objective of this study was to investigate the pattern of multimorbidity and its changes over time in perimenopausal women.

Methods: A longitudinal study was conducted on the coexistence of chronic diseases in 3990 middle-aged women aged 40-65 years. The primary analytical tools were association rule mining and cross-lagged panel modeling, applied to the comprehensive medical examination data of the cohort.

Result: At the first medical examination, 77.72% of participants were diagnosed with two or more chronic diseases, a figure that rose to 86.98% by the last examination. The most frequently observed multimorbidity combination pair under strong association rules is obesity and dyslipidemia. Additionally, the findings indicated that central obesity significantly influences lipid composition.

Conclusion: This study highlights the elevated prevalence of multimorbidity in perimenopausal women and the added complexity of endocrine-related disorders at this life stage. There is an urgent need to develop personalized health management strategies for this demographic and to monitor and intervene in their health status in order to achieve healthy aging for perimenopausal women.

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基于医学检查资料的围绝经期妇女多病模式分析。
目的:同时存在多种慢性疾病,称为多病,在慢性疾病患者中越来越普遍。这一现象在中年妇女中尤为明显,但尚未引起足够的重视。本研究的目的是调查围绝经期妇女多重发病的模式及其随时间的变化。方法:对3990例40 ~ 65岁中年妇女慢性疾病共存情况进行纵向研究。主要的分析工具是关联规则挖掘和交叉滞后面板模型,应用于队列的综合体检数据。结果:在第一次体检时,77.72%的参与者被诊断患有两种或两种以上的慢性疾病,到最后一次体检时,这一数字上升到86.98%。在强关联规则下最常观察到的多病组合对是肥胖和血脂异常。此外,研究结果表明,中心性肥胖显著影响脂质组成。结论:本研究强调了围绝经期妇女多病患病率的升高以及这一生命阶段内分泌相关疾病的复杂性。迫切需要为这一人群制定个性化的健康管理战略,并监测和干预她们的健康状况,以实现围绝经期妇女的健康老龄化。
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来源期刊
Climacteric
Climacteric 医学-妇产科学
CiteScore
1.70
自引率
7.10%
发文量
53
审稿时长
1 months
期刊介绍: Climacteric is the official journal of the International Menopause Society (IMS). As an international peer-reviewed journal it publishes original research and reviews of all aspects of aging in women. Climacteric was founded by the IMS in 1998 and today has become a leading journal in the publication of peer-reviewed papers on the menopause, climacteric and mid-life health. Topics covered include endocrine changes, symptoms attributed to the menopause and their treatment, hormone replacement and alternative therapies, lifestyles, and the counselling and education of peri- and postmenopausal women. Climacteric, published bimonthly, also features regular invited reviews, editorials and commentaries on recent developments. The editorial review board of Climacteric includes leading scientific and clinical experts in the field of midlife medicine and research and is headed by its Editor-in-Chief, Professor Rod Baber of Australia. He and his team of Associate Editors act independently to set a clear editorial policy, co-ordinate peer review, and ensure a rapid response to submitted papers.
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