Changes in Frailty and Cardiometabolic Disease: Evidence From a Longitudinal Cohort Study and Genetic Analysis

Wenjie Wang1, Kexin Wang1, Guangyuan Chen2

  • 1Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.

JACC. Advances
|June 27, 2025
PubMed

Insights

Worsening frailty significantly increases the risk of developing cardiometabolic diseases (CMD) and cardiometabolic multimorbidity (CMM). Higher frailty index and changes in frailty also correlate with elevated CMD and CMM risks.

Area of Science:

  • Gerontology and Geriatric Medicine
  • Cardiovascular Disease Epidemiology
  • Public Health Research

Background:

  • Cardiometabolic diseases (CMD), including coronary heart disease, stroke, and diabetes, pose significant health challenges.
  • Cardiometabolic multimorbidity (CMM) is defined as having two or more CMDs.
  • Frailty is increasingly recognized as a risk factor for CMD and CMM, though research remains limited.

Purpose of the Study:

  • To investigate the association between frailty index (FI), frailty status changes, and the risks of developing CMD and CMM.
  • To analyze how different levels of frailty and changes in frailty impact cardiometabolic health outcomes.

Main Methods:

  • Utilized data from the China Health and Retirement Longitudinal Study (CHARLS).
  • Classified participants into robust (FI ≤0.1), pre-frail (FI 0.1-0.25), and frail (FI ≥0.25) categories.
  • Employed tertile analysis for total FI and change in FI (ΔFI), and utilized Mendelian randomization for genetic insights into FI and CMD relationships.

Main Results:

  • Progression from robust to pre-frail/frail status significantly elevated risks for CMD (HR: 1.67) and CMM (HR: 1.80).
  • Higher tertiles of total FI (tertile 2 HR: 1.48, tertile 3 HR: 2.11) and ΔFI (HR: 1.61 for CMD, HR: 2.07 for CMM) were associated with increased CMD and CMM risks compared to the lowest tertile.
  • The study included 10,022 participants (54.0% female, median age 57).

Conclusions:

  • Worsening frailty status is a significant predictor of increased risk for cardiometabolic diseases and multimorbidity.
  • Elevated total frailty index and greater changes in frailty are independently associated with higher risks of CMD and CMM.
  • These findings underscore the importance of monitoring and managing frailty in the context of cardiometabolic health.
Abstract

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