Key result
Higher baseline BMI is linked to fast, early-onset multimorbidity accumulation over 30 years.
Why the study?
Multimorbidity research has focused on older populations, with less known about the accumulation of chronic conditions earlier in the life course.
Cohort (n=4,945)
Identifying distinct trajectories of multimorbidity accumulation from early adulthood into middle age highlights the importance of early risk factor modification in high-risk subgroups.
May flag high-BMI young adults for closer monitoring; hypothesis-generating for targeted prevention, pending interventional confirmation.
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/m 2 ) 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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Bowling et al. (2024) conducted a cohort in Multimorbidity (n=4,945). Mid-twenties, fast multimorbidity accumulation trajectory vs. Early-fifties, slow multimorbidity accumulation trajectory was evaluated on Baseline characteristics associated with trajectory classes. Six multimorbidity trajectory classes were identified over 30 years; the 'mid-twenties, fast' class had higher baseline BMI (27.0 vs 23.4 kg/m2) than the 'early-fifties, slow' class.
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