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
Results
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
Results
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
Results
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
Results
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
Results
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
Results
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
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