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Cardiometabolic conditions often develop sequentially, beginning with a first cardiometabolic disease and potentially progressing to cardiometabolic multimorbidity and increased mortality risk. A cohort analysis published in the Mayo Clinic Proceedings examined whether objectively measured physical activity (PA) influences transitions from a healthy status to the first occurrence of cardiometabolic disease (FCMD), subsequent cardiometabolic multimorbidity (CMM), and mortality.

The study included 59,161 participants with wrist-worn accelerometer data collected over 7 consecutive days between 2013 and 2015. Cardiometabolic multimorbidity was defined as the presence of at least two cardiometabolic conditions, including type 2 diabetes, ischemic heart disease, and stroke. Multistate statistical models were used to examine associations between physical activity levels and disease progression.

Over a median follow-up of 7.9 years, 4,074 individuals developed FCMD, 295 progressed to CMM, and 2,893 participants died. Participants meeting guideline-recommended moderate-intensity physical activity (MPA) levels (150–300 minutes per week) had a 29% lower risk of developing FCMD (hazard ratio [HR] 0.71; 95% CI 0.62–0.81) and a 40% lower risk of developing CMM (HR 0.60; 95% CI 0.39–0.93). The association between moderate-intensity PA and the transition from healthy status to FCMD was stronger than the transition from FCMD to CMM. Each additional 244.7 minutes per week of moderate-intensity PA was associated with HRs of 0.75 (95% CI 0.71–0.80) for the transition from healthy baseline to FCMD and 0.92 (95% CI 0.87–0.98) for progression from FCMD to CMM.

Comparable trends were observed when FCMD was analyzed separately for each cardiometabolic disease.

Moderate-intensity PA was associated with lower risks of both incident cardiometabolic disease and progression to multimorbidity. These findings suggest that increased PA may contribute to prevention of cardiometabolic multimorbidity.

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Key highlights
  • Among 59,161 adults followed for 7.9 years, 4,074 developed FCMD and 295 developed CMM.
  • Moderate-intensity PA (150–300 min/week) was associated with 29% lower FCMD risk (HR 0.71) and 40% lower CMM risk (HR 0.60).
  • Each 244.7 min/week increase in moderate-intensity PA was associated with HR 0.75 for transition from healthy status to FCMD and 0.92 for transition from FCMD to CMM.
Source

Shen F, Liu HY, Liu YY, et al. Accelerometer-Derived Physical Activity Associated With Incidence and Progression Trajectory of Cardiometabolic Multimorbidity. Mayo Clin Proc. Published online March 5, 2026. doi:10.1016/j.mayocp.2025.11.020

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Physical Activity and CVS
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An accelerometer-based cohort study of 59,161 adults examined how physical activity relates to transitions from healthy status to cardiometabolic disease and multimorbidity. 

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