Metabolic and inflammatory burden modifies muscle cardiovascular association across aging cohorts within an intrinsic

Changqing Dong1, Shengmao Liu1, Linlin Wu1

  • 1Department of Nephrology, The Second Hospital of Jilin University, National Key Laboratory of Diabetes, Changchun, Jilin 130041, China.

Iscience
|April 20, 2026
PubMed

Insights

Muscle function is linked to lower cardiovascular disease risk across diverse aging populations. However, systemic inflammation and metabolic issues can weaken this protective effect, especially in certain groups.

Area of Science:

  • Gerontology
  • Cardiovascular Medicine
  • Public Health

Background:

  • Intrinsic capacity is crucial for healthy aging and influences chronic disease risk.
  • Cardiovascular disease (CVD) is a leading cause of mortality in aging populations worldwide.
  • Understanding factors influencing CVD risk across different demographic groups is essential.

Purpose of the Study:

  • To investigate the association between intrinsic capacity domains and incident cardiovascular disease.
  • To examine how systemic inflammation and metabolic burden modify this relationship across US, UK, and Chinese aging cohorts.

Main Methods:

  • Analysis of harmonized data from three large, nationally representative aging cohorts: HRS (US), ELSA (UK), and CHARLS (China).
  • Utilized multivariable cause-specific Cox models with time-varying covariates to assess associations.
  • Employed a novel three-dimensional Metabolism-Inflammation-Muscle surface to visualize complex interactions.

Main Results:

  • Muscle function demonstrated a consistent inverse association with cardiovascular risk across all three cohorts.
  • Elevated systemic inflammatory markers (e.g., C-reactive protein) and metabolic burden (e.g., diabetes, non-HDL cholesterol) were linked to increased cardiovascular risk.
  • Inflammation and metabolic issues attenuated the protective association of muscle function with cardiovascular risk, most notably in the Chinese cohort (CHARLS).

Conclusions:

  • Muscle function serves as a robust cross-cohort indicator of reduced cardiovascular risk.
  • The magnitude of muscle function's protective effect is context-dependent, being diminished by systemic inflammation and metabolic stress.
  • Further validation is needed before clinical application of the proposed interaction model.

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