Stroke risk scores to predict hospitalization for acute decompensated heart failure in atrial fibrillation patients
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Published on: February 28, 2012
Andreea Cristina Ivănescu1, Gheorghe-Andrei Dan1,2
1"Carol Davila" University of Medicine and Pharmacy, Bucharest, Romania.
Insights
The CHADS₂ and R₂CHADS₂ scores showed modest ability to predict heart failure hospitalizations in atrial fibrillation patients. While associated with risk, the clinical utility of these stroke risk scores for predicting heart failure decompensation needs further evaluation.
Area of Science:
- Cardiology
- Clinical Research
- Arrhythmia Management
Background:
- Atrial fibrillation (AF) is a common hospitalized arrhythmia associated with increased risks of mortality, stroke, and heart failure (HF).
- Existing stroke risk scores, such as CHA₂DS₂-VASc, are widely used but their ability to predict HF decompensation in AF patients is not well-established.
- Limited data exists on the predictive performance of stroke risk scores for acute decompensated heart failure hospitalizations in atrial fibrillation populations.
Purpose of the Study:
- To evaluate the predictive capability of established stroke risk scores for hospitalizations due to acute decompensated heart failure (HF) in patients with atrial fibrillation (AF).
- To determine if commonly used risk stratification tools for stroke can identify AF patients at higher risk for HF decompensation.
Main Methods:
- A retrospective observational study was conducted on a cohort of 204 patients admitted for cardiovascular conditions.
- The study analyzed the predictive accuracy of CHADS₂, R₂CHADS₂, and CHA₂DS₂-VASc scores for hospitalizations with acute decompensated HF in AF patients.
- Statistical analyses included C-statistics (AUC), relative risk (RR), and correlation coefficients (r) to assess predictive performance.
Main Results:
- CHADS₂ (AUC 0.631) and R₂CHADS₂ (AUC 0.619) demonstrated modest predictive ability for HF decompensation hospitalizations.
- CHA₂DS₂-VASc showed a marginal correlation (AUC 0.572, p=0.09) and weaker predictive performance compared to CHADS₂ and R₂CHADS₂.
- Higher scores (≥2) for CHADS₂ and R₂CHADS₂ were significantly associated with an increased risk of decompensated HF hospitalization (RR 2.96 and 2.41, respectively).
Conclusions:
- The CHADS₂, R₂CHADS₂, and CHA₂DS₂-VASc scores are associated with the risk of hospitalization for decompensated HF in AF patients.
- While showing some association, the predictive accuracy of these scores for HF decompensation was modest.
- Further research is needed to determine the clinical utility of these stroke risk scores for predicting heart failure decompensation in AF patients.
Abstract:
Introduction. Atrial fibrillation (AF) is the most frequent hospitalized arrhythmia. It associates increased risk of death, stroke and heart failure (HF). Stroke risk scores, especially CHA2DS2-VASc, have been applied also for populations with different diseases. There is, however, limited data focusing on the ability of these scores to predict HF decompensation.Methods. We conducted a retrospective observational study on a cohort of 204 patients admitted for cardiovascular pathology to the Cardiology Ward of our tertiary University Hospital. We aimed to determine whether the stroke risk scores could predict hospitalisations for acute decompensated HF in AF patients.Results. C-statistics for CHADS2 and R2CHADS2 showed a modest predictive ability for hospitalisation with decompensated HF (CHADS2: AUC 0.631 p = 0.003; 95%CI 0.560-0.697. R2CHADS2: AUC 0.619; 95%CI 0.548-0.686; p = 0.004), a marginal correlation for CHA2DS2-VASc (AUC 0.572 95%CI 0.501-0.641 with a p value of only 0.09, while the other scores failed to show a correlation. A CHADS2 ≥ 2 showed a RR = 2.96, p<0.0001 for decompensated HF compared to a score <2. For R2CHADS2 ≥ 2, RR = 2.41, p = 0.001 compared to a score <2. For CHA2DS2-VASc ≥ 2 RR = 2.18 p = 0.1, compared to CHA2DS2-VASc <2. The correlation coefficients showed a weak correlation for CHADS2 (r = 0.216; p = 0.001) and even weaker for R2CHADS2 (r = 0.197; p = 0.0047 and CHA2DS2-VASc (r = 0.14; p = 0.035).Conclusions. Among AF patients, CHADS2, CHA2DS2-VASc and R2CHADS2 were associated with the risk of hospitalisation for decompensated HF while ABC and ATRIA failed to show an association. However, predictive accuracy was modest and the clinical utility for this outcome remains to be determined.
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