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Improving prediction of outcomes in African Americans with normal stress echocardiograms using a risk scoring system
David A Sutter1, Athanasios Thomaides, Kyle Hornsby
1Indiana University School of Medicine and the Krannert Institute of Cardiology, Indianapolis, IN, USA.
Insights
African Americans with normal stress echocardiography results still face high cardiovascular risk. A new risk score using clinical and echocardiographic data accurately identifies high-risk individuals for better cardiovascular event prediction.
Area of Science:
- Cardiology
- Preventive Medicine
- Medical Informatics
Background:
- Cardiovascular disease (CVD) mortality is disproportionately high in African Americans.
- Even with normal stress echocardiography results, this population exhibits elevated cardiovascular event risk.
- Existing risk stratification tools may not adequately address the specific needs of African Americans undergoing stress echocardiography.
Purpose of the Study:
- To develop and validate a novel risk scoring system.
- To enhance the prediction of cardiovascular events in African Americans with normal stress echocardiography findings.
- To identify key clinical and echocardiographic predictors for improved risk stratification.
Main Methods:
- A cohort of 548 African Americans with normal rest and stress echocardiography (ejection fraction ≥50%) was studied.
- Clinical data and rest echocardiographic measurements were collected.
- Patients were followed for 3 years for myocardial infarction and death, with Cox regression used to identify predictors and derive a risk score.
Main Results:
- During 3-year follow-up, 8.6% of patients experienced cardiovascular events.
- Five independent predictors were identified: age, coronary disease history, smoking history, left ventricular hypertrophy, and exercise intolerance.
- The derived risk score (0-8 points) demonstrated strong predictive ability (Area Under Curve = 0.82), distinguishing high-risk (≥6 points, 30% events) from low-risk (<6 points, 3% events) patients.
Conclusions:
- African Americans with normal stress echocardiography results are at significant risk for cardiovascular events.
- A risk score incorporating clinical and echocardiographic variables effectively stratifies risk in this population.
- This tool can aid in identifying high-risk individuals for targeted preventive strategies.
Abstract:
Cardiovascular mortality is high in African Americans, and those with normal results on stress echocardiography remain at increased risk. The aim of this study was to develop a risk scoring system to improve the prediction of cardiovascular events in African Americans with normal results on stress echocardiography. Clinical data and rest echocardiographic measurements were obtained in 548 consecutive African Americans with normal results on rest and stress echocardiography and ejection fractions ≥50%. Patients were followed for myocardial infarction and death for 3 years. Predictors of cardiovascular events were determined with Cox regression, and hazard ratios were used to determine the number of points in the risk score attributed to each independent predictor. During follow-up of 3 years, 47 patients (8.6%) had events. Five variables-age (≥45 years in men, ≥55 years in women), history of coronary disease, history of smoking, left ventricular hypertrophy, and exercise intolerance (<7 METs in men, <5 METs in women, or need for dobutamine stress)-were independent predictors of events. A risk score was derived for each patient (ranging from 0 to 8 risk points). The area under the curve for the risk score was 0.82 with the optimum cut-off risk score of 6. Among patients with risk scores ≥6, 30% had events, compared with 3% with risk score <6 (p <0.001). In conclusion, African Americans with normal results on stress echocardiography remain at significant risk for cardiovascular events. A risk score can be derived from clinical and echocardiographic variables, which can accurately distinguish high- and low-risk patients.
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