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Published on: February 26, 2013
Refining Prediction of Atrial Fibrillation-Related Stroke Using the P2-CHA2DS2-VASc Score
Ankit Maheshwari1, Faye L Norby2, Nicholas S Roetker2
1Hospital of the University of Pennsylvania, Philadelphia (A.M.).
Insights
Adding an abnormal P-wave axis measurement to the CHA2DS2-VASc score significantly improves prediction of ischemic stroke in atrial fibrillation (AF) patients. This enhanced P2-CHA2DS2-VASc score offers better risk stratification for AF-related stroke.
Area of Science:
- Cardiology
- Electrocardiography
- Stroke Prevention
Background:
- Atrial fibrillation (AF) poses a risk for ischemic stroke.
- P-wave indices (PWIs) during sinus rhythm can indicate prothrombotic atrial remodeling.
- Current risk scores may not fully capture stroke risk in AF patients.
Purpose of the Study:
- To evaluate if P-wave indices (PWIs) improve the prediction of AF-related ischemic stroke.
- To determine if adding PWIs to the CHA2DS2-VASc score enhances its predictive accuracy.
- To develop an improved risk prediction tool for AF-related stroke.
Main Methods:
- Utilized data from the ARIC and MESA studies, including participants with incident AF.
- Analyzed P-wave indices (PWIs) from pre-AF electrocardiograms (ECGs).
- Employed Cox proportional hazards models and assessed prediction improvement using C-statistic, net reclassification, and integrated discrimination.
Main Results:
- Abnormal P-wave axis was the sole PWI independently associated with increased ischemic stroke risk.
- The P2-CHA2DS2-VASc score, incorporating abnormal P-wave axis (2 points), significantly improved stroke prediction.
- C-statistics improved from 0.60 to 0.67 (ARIC) and 0.68 to 0.75 (MESA).
Conclusions:
- Abnormal P-wave axis, reflecting left atrial abnormality, enhances ischemic stroke prediction in AF.
- The P2-CHA2DS2-VASc score demonstrates superior predictive performance for AF-related ischemic stroke compared to CHA2DS2-VASc alone.
Background:
In people with atrial fibrillation (AF), periods of sinus rhythm present an opportunity to detect prothrombotic atrial remodeling through measurement of P-wave indices (PWIs)-prolonged P-wave duration, abnormal P-wave axis, advanced interatrial block, and abnormal P-wave terminal force in lead V1. We hypothesized that the addition of PWIs to the CHA2DS2-VASc score would improve its ability to predict AF-related ischemic stroke.
Methods:
We included 2229 participants from the ARIC study (Atherosclerosis Risk in Communities) and 700 participants from MESA (Multi-Ethnic Study of Atherosclerosis) with incident AF who were not on anticoagulants within 1 year of AF diagnosis. PWIs were obtained from study visit ECGs before development of AF. AF was ascertained using study visit ECGs and hospital records. Ischemic stroke cases were based on physician adjudication of hospital records. We used Cox proportional hazards models to estimate hazard ratios and 95% CIs of PWIs for ischemic stroke. Improvement in 1-year stroke prediction was assessed by C-statistic, categorical net reclassification improvement, and relative integrated discrimination improvement.
Results:
Abnormal P-wave axis was the only PWI associated with increased ischemic stroke risk (hazard ratio, 1.84; 95% CI, 1.33-2.55) independent of CHA2DS2-VASc variables, and that resulted in meaningful improvement in stroke prediction. The β estimate was approximately twice that of the CHA2DS2-VASc variables, and thus abnormal P-wave axis was assigned 2 points to create the P2-CHA2DS2-VASc score. This improved the C-statistic (95% CI) from 0.60 (0.51-0.69) to 0.67 (0.60-0.75) in ARIC and 0.68 (0.52-0.84) to 0.75 (0.60-0.91) in MESA (validation cohort). In ARIC and MESA, the categorical net reclassification improvements (95% CI) were 0.25 (0.13-0.39) and 0.51 (0.18-0.86), respectively, and the relative integrated discrimination improvement (95% CI) were 1.19 (0.96-1.44) and 0.82 (0.36-1.39), respectively.
Conclusions:
Abnormal P-wave axis-an ECG correlate of left atrial abnormality- improves ischemic stroke prediction in AF. Compared with CHA2DS2-VASc, the P2-CHA2DS2-VASc is a better prediction tool for AF-related ischemic stroke.
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