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Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
CHA2 DS2 -VASc score and adverse outcomes in patients with heart failure with reduced ejection fraction and sinus
Siqin Ye1, Min Qian2, Bo Zhao2
1Division of Cardiology, Department of Medicine, Columbia University Medical Center, New York, NY, USA. sy2357@cumc.columbia.edu.
Insights
The CHA2DS2-VASc score effectively predicts adverse events like death and stroke in patients with systolic heart failure. This risk assessment tool demonstrated modest accuracy in identifying patients at higher risk for adverse outcomes.
Area of Science:
- Cardiology
- Clinical Medicine
- Risk Stratification
Background:
- Systolic heart failure (SHF) patients in sinus rhythm are at risk for thromboembolic and bleeding events.
- Accurate risk stratification is crucial for guiding therapeutic decisions in these patients.
Purpose of the Study:
- To evaluate the predictive capability of the CHA2DS2-VASc score for adverse outcomes in patients with SHF and sinus rhythm.
- To assess the score's ability to predict death, ischemic stroke, and major hemorrhage.
Main Methods:
- A cohort of 1101 patients on warfarin and 1123 on aspirin with SHF in sinus rhythm were analyzed.
- CHA2DS2-VASc scores were calculated, and adverse outcomes (death, ischemic stroke, major hemorrhage) were recorded.
- Proportional hazards models and c-statistics were used to assess prediction accuracy.
Main Results:
- Each 1-point increase in CHA2DS2-VASc score significantly increased the hazard of death or ischemic stroke (HR 1.20-1.21, P < 0.001).
- Higher scores were also associated with increased risk of death alone, ischemic stroke alone, and major hemorrhage.
- The CHA2DS2-VASc score showed modest predictive performance, with c-statistics ranging from 0.57 for death to 0.68 for major hemorrhage.
Conclusions:
- The CHA2DS2-VASc score is a valuable tool for predicting adverse outcomes in patients with systolic heart failure and sinus rhythm.
- While demonstrating predictive ability, the score's accuracy for these outcomes is modest, suggesting potential for refinement or complementary assessment tools.
Aims:
The aim of this study was to determine whether the CHA2 DS2 -VASc score can predict adverse outcomes such as death, ischaemic stroke, and major haemorrhage, in patients with systolic heart failure in sinus rhythm.
Methods And Results:
CHA2 DS2 -VASc scores were calculated for 1101 patients randomized to warfarin and 1123 patients randomized to aspirin. Adverse outcomes were defined as death or ischaemic stroke, death alone, ischaemic stroke alone, and major haemorrhage. Using proportional hazards models, we found that each 1-point increase in the CHA2 DS2 -VASc score was associated with increased hazard of death or ischaemic stroke events [hazard ratio (HR) for the warfarin arm = 1.21, 95% confidence interval (CI) 1.13-1.30, P < 0.001; for aspirin, HR = 1.20, 95% CI 1.11-1.29, P < 0.001]. Similar increased hazards for higher CHA2 DS2 -VASc scores were observed for death alone, ischaemic stroke alone, and major haemorrhage. Overall performance of the CHA2 DS2 -VASc score was assessed using c-statistics for full models containing the risk score, treatment assignment, and score-treatment interaction, with the c-statistics for the full models ranging from 0.57 for death to 0.68 for major haemorrhage.
Conclusions:
The CHA2 DS2 -VASc score predicted adverse outcomes in patients with systolic heart failure in sinus rhythm, with modest prediction accuracy.
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