Epidemiologic Science, School of Public Health, University of Michigan, Ann Arbor, MI.
Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI; Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI.
Ann Epidemiol. 2021 Jun;58:48-55. doi: 10.1016/j.annepidem.2021.02.011. Epub 2021 Feb 22.
Women's cardio-metabolic risk increases in midlife. Previous work relating menopause symptoms to diabetes/Metabolic Syndrome (MetS) does not consider the adverse impact of multiple concurrent physical and psychological symptoms in midlife.
Data are from 3097 participants in the Study of Women's Health Across the Nation, a cohort of midlife women followed for over 20 years. Baseline latent symptom classes (LSC) were derived from 58 questions assessing physical, psychological and menopausal symptoms. Six identified LSCs ranged from 1 (most symptoms present at high severity) to 6 (few symptoms present at low severity). Accelerated failure time models estimated time to onset of type 2 diabetes and MetS for each LSC.
Women with multiple high/moderate severity symptoms had an earlier onset of diabetes (13.2%, 14.1% and 20.8% earlier onset in LSCs 1, 2, 3, respectively) and MetS (15.5%, 13.0% and 19.7% earlier onset in LSCs 1, 2, 3, respectively) than women with few/low severity symptoms.
Having multiple concurrent moderate to high intensity physical and psychological symptoms in midlife are associated with early onset of diabetes and MetS. Monitoring and subsequent intervention on a broad range of symptoms in midlife may significantly mitigate cardio-metabolic risk during this critical life stage.
女性的心脏代谢风险在中年时期增加。以前的研究将更年期症状与糖尿病/代谢综合征(MetS)联系起来,但没有考虑到中年时期多种同时存在的身体和心理症状的不利影响。
数据来自于妇女健康全国研究(Study of Women's Health Across the Nation)的 3097 名参与者,这是一个对中年女性进行了 20 多年随访的队列。从评估身体、心理和更年期症状的 58 个问题中得出了基线潜在症状类别(LSC)。六个确定的 LSC 范围从 1(大多数症状存在于高严重程度)到 6(少数症状存在于低严重程度)。加速失效时间模型估计了每个 LSC 发生 2 型糖尿病和 MetS 的时间。
具有多种高/中度严重程度症状的女性发生糖尿病的发病时间更早(LSC 1、2、3 中的发病时间分别提前了 13.2%、14.1%和 20.8%)和代谢综合征(LSC 1、2、3 中的发病时间分别提前了 15.5%、13.0%和 19.7%)比症状轻/低的女性。
在中年时期同时存在多种中度到高度的身体和心理症状与糖尿病和代谢综合征的早期发病有关。在中年时期对广泛的症状进行监测和随后的干预可能会显著减轻这一关键生命阶段的心脏代谢风险。