Body Composition

Relative fat mass and cardiovascular risk in Chinese adults: a nationwide prospective cohort study.

TL;DR

Higher relative fat mass (RFM) independently predicts incident cardiovascular diseases in Chinese adults and enhances conventional risk stratification beyond Framingham risk factors.

Key Findings

Each 1-unit increase in RFM was associated with a 3% higher CVD risk in Chinese adults.

  • Adjusted HR=1.03, 95% CI: 1.02-1.05
  • Analysis conducted using Cox regression models
  • Study population: 7,027 adults aged ≥45 years without baseline CVD from CHARLS (2011-2020)
  • Median follow-up was 9 years

Participants in the highest RFM quartile had 46% greater CVD risk compared to those in the lowest quartile.

  • Adjusted HR=1.46, 95% CI: 1.05-2.03
  • P-trend=0.004 across quartiles
  • Association was assessed using Cox regression models adjusted for conventional risk factors

Over a median 9-year follow-up, 24.6% of participants developed CVDs.

  • Sample comprised 7,027 adults aged ≥45 years
  • All participants were free of CVD at baseline
  • Data were drawn from the China Health and Retirement Longitudinal Study (CHARLS), 2011-2020

Sex-stratified analyses revealed consistent RFM-CVD associations in both males and females, with stronger effects observed in males.

  • Associations were confirmed across both sexes
  • Effect modification by sex was evaluated in subgroup analyses
  • RFM was calculated using validated sex-specific equations

Adding RFM to conventional Framingham risk factors significantly improved CVD prediction.

  • AUC improved from 0.634 to 0.640 with the addition of RFM
  • Net reclassification improvement (NRI) = 0.140
  • Integrated discrimination improvement (IDI) = 0.004
  • P<0.001 for both NRI and IDI

Subgroup analyses confirmed robust RFM-CVD associations across age groups and participants without comorbidities.

  • Analyses evaluated effect modification across multiple subgroups
  • Associations were consistent among those without comorbidities
  • Age groups were separately examined to assess consistency of findings

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Citation

Wang F, Li X, Wang L, Zheng J. (2026). Relative fat mass and cardiovascular risk in Chinese adults: a nationwide prospective cohort study.. Nutrition journal. https://doi.org/10.1186/s12937-025-01267-6