Multimorbidity trajectories in early adulthood and middle age: Findings from the CARDIA prospective cohort study.

Journal of multimorbidity and comorbidity Pub Date : 2024-04-05 eCollection Date: 2024-01-01 DOI:10.1177/26335565241242277
C Barrett Bowling, Richard A Faldowski, Richard Sloane, Carl Pieper, Tyson H Brown, Erin E Dooley, Brett T Burrows, Norrina B Allen, Kelley Pettee Gabriel, Cora E Lewis
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Abstract

Background: Multimorbidity research has focused on the prevalence and consequences of multimorbidity in older populations. Less is known about the accumulation of chronic conditions earlier in the life course.

Methods: We identified patterns of longitudinal multimorbidity accumulation using 30 years of data from in-person exams, annual follow-ups, and adjudicated end-points among 4,945 participants of the Coronary Artery Risk Development in Young Adults (CARDIA) study. Chronic conditions included arthritis, asthma, atrial fibrillation, cancer, end stage renal disease, chronic obstructive pulmonary disease, coronary heart disease, diabetes, heart failure, hyperlipidemia, hypertension, and stroke. Trajectory patterns were identified using latent class growth curve models.

Results: Mean age (SD) at baseline (1985-6) was 24.9 (3.6), 55% were female, and 51% were Black. The median follow-up was 30 years (interquartile range 25-30). We identified six trajectory classes characterized by when conditions began to accumulate and the rapidity of accumulation: (1) early-fifties, slow, (2) mid-forties, fast, (3) mid-thirties, fast, (4) late-twenties, slow, (5) mid-twenties, slow, and (6) mid-twenties, fast. Compared with participants in the early-fifties, slow trajectory class, participants in mid-twenties, fast were more likely to be female, Black, and currently smoking and had a higher baseline mean waist circumference (83.6 vs. 75.6 cm) and BMI (27.0 vs. 23.4 kg/m2) and lower baseline physical activity (414.1 vs. 442.4 exercise units).

Conclusions: A life course approach that recognizes the heterogeneity in patterns of accumulation of chronic conditions from early adulthood into middle age could be helpful for identifying high risk subgroups and developing approaches to delay multimorbidity progression.

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成年早期和中年期的多病症轨迹:CARDIA前瞻性队列研究的结果。
背景:多病研究主要集中在老年人群中多病的发病率和后果。但对于慢性病在生命早期的积累情况却知之甚少:我们利用 30 年来的亲自检查、年度随访和裁定终点的数据,在 4,945 名参加冠状动脉风险发展(CARDIA)研究的年轻人中确定了多病症纵向累积的模式。慢性疾病包括关节炎、哮喘、心房颤动、癌症、终末期肾病、慢性阻塞性肺病、冠心病、糖尿病、心力衰竭、高脂血症、高血压和中风。使用潜类增长曲线模型确定了轨迹模式:基线(1985-6 年)时的平均年龄(标清)为 24.9 岁(3.6),55% 为女性,51% 为黑人。随访时间中位数为 30 年(四分位数间距为 25-30 年)。我们根据病情开始累积的时间和累积的速度确定了六个轨迹等级:(1)50 岁出头,速度慢;(2)40 岁中期,速度快;(3)30 岁中期,速度快;(4)20 岁后期,速度慢;(5)20 岁中期,速度慢;(6)20 岁中期,速度快。与 50 岁出头的 "慢速轨迹 "参与者相比,20 多岁的 "快速轨迹 "参与者更有可能是女性、黑人和正在吸烟的人,其基线平均腰围(83.6 厘米对 75.6 厘米)和体重指数(27.0 千克/平方米对 23.4 千克/平方米)较高,基线体力活动量(414.1 对 442.4 运动单位)较低:认识到从成年早期到中年的慢性病累积模式的异质性的生命过程方法有助于识别高风险亚群,并制定方法来延缓多病症的发展。
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