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Updated: Jun 25, 2026

The WATCHMAN Left Atrial Appendage Closure Device for Atrial Fibrillation
Published on: February 28, 2012
Stroke risk in atrial fibrillation patients on warfarin. Predictive ability of risk stratification schemes for
Daniela Poli1, Emilia Antonucci, Elisa Grifoni
1Centro di Riferimento Regionale per la Trombosi, Azienda Ospedaliero-Universitaria Careggi, V.le Morgagni 85, 50134 Florence, Italy. polida@aou-careggi.toscana.it
Insights
Risk stratification in atrial fibrillation (AF) patients using CHADS(2) and NICE scores shows good predictive accuracy. For secondary prevention patients, warfarin is recommended due to high stroke risk, avoiding further stratification.
Area of Science:
- Cardiology
- Neurology
- Pharmacology
Background:
- Atrial fibrillation (AF) patients exhibit heterogeneous ischemic stroke risks.
- Existing risk stratification schemes aim to guide anticoagulant therapy.
- The agreement and predictive accuracy of these schemes require evaluation.
Purpose of the Study:
- To assess the agreement among different risk stratification schemes in AF patients.
- To evaluate the correlation of these schemes with adverse events during follow-up.
- To determine optimal management strategies for AF patients, particularly those on secondary prevention.
Main Methods:
- Prospective study of 662 AF patients on long-term oral anticoagulant therapy (OAT).
- Comparison of risk distribution across CHADS(2), NICE, and ACCP scores.
- Analysis of adverse events (bleeding and thrombotic) during follow-up.
- Separate analysis for patients on secondary prevention.
Main Results:
- CHADS(2) and NICE scores demonstrated better predictive accuracy compared to ACCP.
- Significant discrepancies observed in moderate and high-risk patient classification among schemes.
- Patients on secondary prevention were generally classified as high-risk, with some exceptions by CHADS(2).
- Adverse events, including major bleeding and thrombotic events, were predominantly observed in high-risk patients on secondary prevention.
Conclusions:
- CHADS(2) and NICE scores are reliable for risk stratification in AF patients on OAT.
- AF patients on secondary prevention are at high risk, warranting specific management considerations.
- Warfarin is the recommended treatment of choice for secondary prevention in AF patients, obviating the need for further risk stratification.
Abstract:
Atrial fibrillation (AF) patients are widely heterogeneous in terms of ischaemic stroke risk, and several risk stratification schemes have been developed. We performed a prospective study on 662 AF patients on long-term oral anticoagulant therapy (OAT), evaluating the agreement among the different schemes and their correlation with adverse events recorded during follow-up. Patients at low risk were similarly distributed among the different models. Instead, patients classed at moderate risk were 49.2% by CHADS(2) score, 27.6% by NICE and 2.3% by ACCP. As a consequence patients classed at high risk were 46.1% by CHADS(2), 69.8% by NICE and 95.3% by ACCP. CHADS(2 )and NICE scores were associated to the best predictive accuracy. A separate analysis was performed for patients on treatment for secondary prevention, and we observed that they were included in high risk groups by all models, except for 14 patients (6.3%) classed at moderate risk by CHADS(2) even though these patients are at very high risk and the use of aspirin could be unsafe for them. During follow-up 32 major bleeding (1.35 per 100 patient/years) and 39 thrombotic events (1.64 per 100 patient/years) were observed. Among patients on OAT for secondary prevention, both bleeding and thrombotic events mostly occurred in high-risk patients. Even if the absolute rate of adverse events is low, this finding seems to confirm the high stroke risk of this group of patients. For patients on secondary prevention there is no need for further stratification and warfarin should be the treatment of choice.
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