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Clinical usefulness of the Framingham cardiovascular risk profile beyond its statistical performance: the Tehran
Davood Khalili1, Farzad Hadaegh, Hamid Soori
1Department of Epidemiology, School of Public Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Insights
The Framingham risk function (FRF) shows clinical utility for cardiovascular disease risk assessment in Middle Eastern populations, particularly at lower risk thresholds (10%). Its usefulness diminishes at higher thresholds (20%), especially for women.
Area of Science:
- Cardiovascular epidemiology
- Clinical risk prediction
- Public health
Background:
- Risk functions are crucial for clinical practice but often overlooked.
- The Framingham risk function (FRF) is widely used for cardiovascular disease (CVD) risk assessment.
- Evaluating the FRF's clinical utility in diverse populations is essential.
Purpose of the Study:
- To assess the clinical usefulness of the Framingham risk function (FRF) for cardiovascular disease (CVD) in a Middle Eastern population.
- To determine the optimal risk thresholds for applying the FRF in clinical decision-making.
- To compare the FRF's performance with a locally derived risk function.
Main Methods:
- Prospective cohort study of 2,640 men and 3,584 women aged 30-74 years, free of CVD at baseline (1999).
- Calculation of the net benefit fraction for treatment at 10-year risk thresholds of ≥10% and ≥20%.
- Decision curve analysis plotting net benefit fraction against risk thresholds; Kaplan-Meier analysis for incidence estimation.
Main Results:
- Cumulative CVD incidence was 7.6% in women and 12.3% in men.
- The FRF demonstrated good calibration with C-indices of 0.832 (women) and 0.785 (men).
- At a 10% risk threshold, the FRF appropriately identified about 50% of incident CVD cases in both genders; utility decreased significantly at the 20% threshold, especially in women.
Conclusions:
- The Framingham risk function (FRF) is clinically useful for cardiovascular disease risk assessment in this Middle Eastern population, particularly at lower risk thresholds (10%).
- The FRF's utility is comparable to a locally derived function but is less effective at higher thresholds (≥20%), necessitating careful consideration in clinical application.
- Further research may refine risk stratification strategies using the FRF in diverse ethnic groups.
Abstract:
The utility of a risk function in clinical practice is an important concept that has received insufficient attention. The authors evaluated the clinical usefulness of the Framingham risk function (FRF) for cardiovascular disease in a Middle Eastern population (2,640 men and 3,584 women aged 30-74 years) free of cardiovascular disease at baseline in 1999. They calculated the net benefit fraction for treatment of subjects with an estimated 10-year risk of ≥10% and also ≥20%, where the net benefit fraction is a weighted sum of true-positive and false-positive rates divided by incidence, as estimated by Kaplan-Meier analysis. The authors drew a decision curve by plotting the net benefit fraction against a wide range of risk thresholds for treatment. The cumulative incidence of cardiovascular disease was 7.6% and 12.3% in women and men, respectively. The FRF had a C index of 0.832 in women and 0.785 in men with a reasonable calibration. On the basis of the net benefit fraction, about 50% of the incidence in men and women could be appropriately treated by using the 10% threshold; however, the FRF was not useful at the 20% threshold, especially in women. In both genders, usefulness of the FRF was as good as the function derived directly from Tehrani data with the same variables; however, it could be useful in low thresholds for treatment.
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