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Novel bleeding risk score for patients with atrial fibrillation on oral anticoagulants, including direct oral anticoagulants
- Source :
- Journal of Thrombosis and Haemostasis. 19:931-940
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- OBJECTIVE Balancing bleeding risk and stroke risk in patients with atrial fibrillation (AF) is a common challenge. Though several bleeding risk scores exist, most have not included patients on direct oral anticoagulants (DOACs). We aimed at developing a novel bleeding risk score for patients with AF on oral anticoagulants (OAC) including both vitamin K antagonists (VKA) and DOACs. METHODS We included patients with AF on OACs from a prospective multicenter cohort study in Switzerland (SWISS-AF). The outcome was time to first bleeding. Bleeding events were defined as major or clinically relevant non-major bleeding. We used backward elimination to identify bleeding risk variables. We derived the score using a point score system based on the β-coefficients from the multivariable model. We used the Brier score for model calibration ( 75 years, history of cancer, prior major hemorrhage, and arterial hypertension remained in the final prediction model. The Brier score was 0.23 (95% confidence interval [CI] 0.19-0.27), the c-statistic at 12 months was 0.71 (95% CI 0.63-0.80). CONCLUSION In this prospective cohort study of AF patients and predominantly DOAC users, we successfully derived a bleeding risk prediction model with good calibration and discrimination.
- Subjects :
- Male
medicine.medical_specialty
2720 Hematology
Administration, Oral
610 Medicine & health
Hemorrhage
030204 cardiovascular system & hematology
SWISS-AF
direct oral anticoagulants
atrial fibrillation
bleeding risk
oral anticoagulants
11459 Center for Molecular Cardiology
Cohort Studies
03 medical and health sciences
0302 clinical medicine
Risk Factors
Internal medicine
Atrial Fibrillation
medicine
Humans
In patient
Prospective Studies
Prospective cohort study
Aged
Aged, 80 and over
Framingham Risk Score
Anticoagulants
Cancer
Atrial fibrillation
10060 Epidemiology, Biostatistics and Prevention Institute (EBPI)
Hematology
medicine.disease
Confidence interval
3. Good health
Stroke
Brier score
570 Life sciences
biology
Female
Switzerland
Cohort study
Subjects
Details
- ISSN :
- 15387836
- Volume :
- 19
- Database :
- OpenAIRE
- Journal :
- Journal of Thrombosis and Haemostasis
- Accession number :
- edsair.doi.dedup.....10eafa13a9e5ef1410d1954a69f9e1ce