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Performance of traditional risk factors in identifying a higher than expected coronary atherosclerotic burden
Hélder Dores1, Pedro de Araújo Gonçalves1, António Miguel Ferreira2
1Serviço de Cardiologia, Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, Carnaxide, Portugal; Centro Cardiovascular, Hospital da Luz, Luz-Saúde, Lisboa, Portugal; Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Lisboa, Portugal.
Insights
Traditional cardiovascular risk factors identify significant coronary atherosclerotic burden but explain only half its prevalence. Their modest predictive power highlights limitations in risk stratification using only clinical factors.
Area of Science:
- Cardiology
- Preventive Medicine
- Medical Imaging
Background:
- Traditional cardiovascular (CV) risk factors are used to assess coronary artery disease (CAD) risk.
- However, their ability to identify a substantial atherosclerotic burden may be limited.
Purpose of the Study:
- To evaluate the performance of traditional CV risk factors in identifying a higher than expected coronary atherosclerotic burden.
- To assess the predictive power of these factors, individually and integrated into risk scores.
Main Methods:
- Coronary CT angiography and calcium score (CS) assessed in 2069 patients.
- Higher than expected burden defined as CS >75th percentile (CS >P75).
- Traditional CV risk factors evaluated using a logistic regression model (Clinical Score) and SCORE.
Main Results:
- 362 patients (17.5%) had CS >P75.
- Diabetes, dyslipidemia, smoking, and family history predicted CS >P75 (p≤0.026), but hypertension did not.
- Clinical Score and SCORE showed modest predictive power (AUC 0.64 and 0.53, respectively).
- Traditional risk factors explained 56% of CS >P75 prevalence.
Conclusions:
- Traditional CV risk factors are associated with higher atherosclerotic burden but explain only about half its prevalence.
- Risk stratification solely on demographic and clinical factors has limitations due to modest predictive power.
Objective:
To evaluate the performance of traditional cardiovascular (CV) risk factors in identifying a higher than expected coronary atherosclerotic burden.
Methods:
We assessed 2069 patients undergoing coronary CT angiography, with assessment of calcium score (CS), for suspected coronary artery disease. A higher than expected atherosclerotic burden was defined as CS >75th percentile (CS >P75) according to age and gender-adjusted monograms. The ability of traditional CV risk factors to predict a CS >P75 was assessed in a customized logistic regression model ("Clinical Score") and by the calculation of SCORE (Systemic Coronary Risk Evaluation). The population attributable risk (PAR) of risk factors for CS >P75 was calculated.
Results:
The median CS was 3.0 (IQR 0.0-98.0); 362 patients had CS >P75. The median SCORE was 3.0 (IQR 1.0-4.0). With the exception of hypertension, all traditional CV risk factors were independent predictors of CS >P75: diabetes, dyslipidemia, smoking and family history (OR 1.3-2.2, p≤0.026). The areas under the ROC curves for CS >P75 were 0.64 for the Clinical Score (95% CI 0.61-0.67, p<0.001) and 0.53 for SCORE (95% CI 0.50-0.56, p=0.088). About a quarter of patients with CS >P75 were in the two lower quartiles of the Clinical Score. Altogether, the traditional risk factors explain 56% of the prevalence of CS >P75 (adjusted PAR 0.56).
Conclusion:
Despite the association of CV risk factors with a higher than expected atherosclerotic burden, they appear to explain only half of its prevalence. Even when integrated in scores, the predictive power of these risk factors was modest, exposing the limitations of risk stratification based solely on demographic and clinical risk factors.
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