Central obesity and multivariable cardiovascular risk as assessed by the Framingham prediction scores
Satvinder S Dhaliwal1, Timothy A Welborn
1School of Public Health, Curtin Health Innovation Research Institute, Australian Technology Network Centre for Metabolic Fitness, Curtin University of Technology, Bentley, Western Australia, Australia. s.dhaliwal@curtin.edu.au
Insights
Central obesity measurements, specifically waist-to-hip ratio and waist circumference, independently predict cardiovascular deaths. These central obesity metrics enhance risk prediction beyond the Framingham risk scores, especially in lower-risk individuals.
Area of Science:
- Cardiology
- Public Health
- Epidemiology
Background:
- Cardiovascular disease (CVD) remains a leading cause of mortality globally.
- The Framingham risk score is a widely used tool for predicting CVD risk.
- Central obesity is increasingly recognized as a significant health concern.
Purpose of the Study:
- To assess the predictive value of central obesity measurements for cardiovascular risk.
- To determine if waist circumference (WC) and waist-to-hip ratio (WHR) improve CVD risk prediction beyond the Framingham risk score.
- To investigate the independent contribution of central obesity to cardiovascular mortality.
Main Methods:
- A cohort study of 4,175 Australian men, free of cardiovascular disease and diabetes at baseline (1989).
- Follow-up for mortality until 2004, recording baseline lipids, blood pressure, smoking, body mass index, WC, and WHR.
- Cox proportional hazards regression analysis was used to evaluate predictors of coronary heart disease (CHD) and CVD deaths.
Main Results:
- The Framingham equations effectively predicted CHD and CVD deaths.
- Waist circumference (WC) and waist-to-hip ratio (WHR) independently predicted cardiovascular deaths, unlike body mass index.
- WHR and WC added significant predictive value for cardiovascular outcomes, particularly in individuals with lower Framingham risk scores.
Conclusions:
- Central obesity, measured by WC and WHR, is a significant and independent predictor of cardiovascular mortality.
- These central obesity metrics contribute to residual cardiovascular risk not captured by the Framingham equations.
- Incorporating central obesity measures may refine cardiovascular risk assessment, especially for individuals at lower traditional risk levels.
Abstract:
To evaluate the role of measurements of central obesity in the multivariable prediction of cardiovascular risk using the Framingham risk scores, we studied 4,175 representative men from Australian cities, free of heart disease, stroke, and diabetes in 1989, and followed the cohort for mortality to 2004. Baseline lipids, blood pressure, and current cigarette smoking were recorded. Obesity was assessed by body mass index, waist circumference (WC), and waist-to-hip ratio (WHR) by strictly standardized methods. The Framingham equations were strong predictors of coronary heart disease (CHD) and cardiovascular disease (CVD) deaths. Of the obesity measurements, WHR and WC predicted deaths using Cox proportional hazards regression but body mass index did not. In the multivariable analyses, WHR was an independent predictor of CHD deaths, and WHR and WC were independent predictors of CVD deaths. There was little or no attenuation of hazard ratios for WHR and WC after correction for the Framingham scores. The 2 measurements of central obesity were more strongly predictive of CHD and CVD deaths in subjects at the lower levels of Framingham risk. In contrast, cigarette smoking risk appeared to contribute more in the higher Framingham risk categories. In conclusion, central obesity significantly and independently contributes to cardiovascular outcomes and to residual risk after accounting for the Framingham equations.
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