Coronary disease & ACS

Associations of Central Adiposity With Subclinical Coronary Calcification and Disease Progression: Meta-Analysis of 68,629 Participants

JACC AdvPublished systematic review and meta-analysis

Authors' conclusion

Central adiposity measures (WHR and WC) show stronger associations with CAC presence and progression than BMI, supporting their use as markers of cardiovascular risk while highlighting limitations of BMI alone. (Anthropometrics and subclinical coronary artery calcification: a systematic review and meta-analysis; CRD420251083057).

Study context

Population
Individuals without established cardiovascular diseaseForty-nine studies (33 coronary artery calcium (CAC) presence, 16 progression) across 10 countries · CAC presence 43,490 · CAC progression 25,141
Comparison
Associations of body mass index (BMI), waist circumference (WC), and waist-to-hip ratio (WHR) with CAC presence and progression
Outcome
CAC presence (CAC = 0 vs >0)
Methodological detailsrandom-effects models, meta-regression
  • Random-effects models
  • Meta-regression

Pooled result

As reported in the abstract

WHR SMD (higher in those with CAC >0), 95% CI 0.35-0.56, I2 = 81%
0.46
WC SMD (higher in those with CAC >0), 95% CI 0.23-0.40, I2 = 86%
0.32
BMI SMD (not significant), 95% CI −0.03-0.29, I2 = 98%
0.13
WHR showed a stronger association than WC
P = 0.04

Further pooled results

CAC progression · mean follow-up 4.9 ± 3.0 years

WC SMD, 95% CI 0.27-0.42, I2 = 64%
0.34
BMI SMD, 95% CI 0.16-0.27, I2 = 29%
0.21
WC more strongly associated than BMI
P = 0.01

Meta-regression, CAC presence

Attenuation with higher hypertension prevalence

Original publication

Associations of Central Adiposity With Subclinical Coronary Calcification and Disease Progression: Meta-Analysis of 68,629 Participants. JACC Adv. Published 21 May 2026. doi:10.1016/j.jacadv.2026.102844

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