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Development of a risk score to predict sudden death in patients with Chaga's heart disease
Adriana Campos Junqueira de Souza1, Gil Salles1, Alejandro Marcel Hasslocher-Moreno2
1Clementino Fraga Filho Hospital, Federal University of Rio de Janeiro, Brazil.
Insights
A new risk score effectively predicts sudden cardiac death in patients with Chaga's heart disease. This tool identifies high-risk individuals, enabling targeted interventions to prevent mortality in Chagas cardiomyopathy.
Area of Science:
- Cardiology
- Infectious Diseases
- Public Health
Background:
- Sudden death is the primary cause of mortality in chronic Chaga's cardiopathy.
- Predicting sudden death risk is crucial for managing patients with Chagas disease.
- A validated risk prediction model is needed for Chaga's heart disease.
Purpose of the Study:
- To develop and validate a simple risk score for predicting sudden death in patients with chronic Chaga's cardiopathy.
- To identify key predictors of sudden cardiac death in this population.
Main Methods:
- Retrospective evaluation of 373 patients with chronic Chaga's cardiopathy.
- Cox proportional-hazards analysis to identify independent predictors of sudden death.
- Development of a risk score based on identified predictors and validation using ROC curve analysis.
Main Results:
- Four independent predictors of sudden death were identified: QT-interval dispersion, syncope, ventricular extrasystoles, and severe left ventricular dysfunction.
- A risk score was developed, categorizing patients into low (0-2 points), intermediate (3-4 points), and high (>5 points) risk groups.
- Mortality rates were significantly different across risk groups: 1.5% (low), 25% (intermediate), and 51% (high), with a C-statistic of 0.84 for the prediction score.
Conclusions:
- A simple risk score effectively predicts sudden death in patients with chronic Chaga's heart disease.
- This risk score demonstrates good clinical relevance and can aid in risk stratification and management.
- The identified predictors offer insights into the mechanisms of sudden death in Chagas cardiomyopathy.
Background:
Sudden death is the most frequent mechanism of death in patients with chronic Chaga's cardiopathy, regardless of the degree of myocardial involvement. We developed a model to predict the risk of sudden death in patients with chronic Chaga's cardiopathy.
Methods:
We retrospectively evaluated 373 patients. The association between the risk factors for chronic Chaga's cardiopathy and sudden death was assessed using Cox proportional-hazards analysis, and a risk score was determined. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the predictive performance of the score and Kaplan Meier survival curves, which were stratified according to the score.
Results:
During a mean follow-up period of 66±44months, 43 patients experienced sudden death. Four independent predictors were identified, each of which was assigned a number of points proportional to the following regression coefficients: QT-interval dispersion (3 points), syncope (2 points), ventricular extrasystoles (1 point), and severe dysfunction of the left ventricle (1 point). We calculated risk scores for each patient and defined three groups: low risk (0 to 2 points), intermediate (3 to 4 points), and high risk (>5 points). The mortality rates of the three groups were 1.5%, 25%, and 51%, respectively. The C statistic for the prediction score was 0.84, which demonstrated good clinical relevance of the model.
Conclusion:
This simple risk score predicted sudden death in patients with chronic Chaga's heart disease.
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