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Published on: February 26, 2013
CHA2DS2-VASc Score and Stroke Prediction in Atrial Fibrillation in Whites, Blacks, and Hispanics
Lin Y Chen1, Faye L Norby2, Alanna M Chamberlain3
1From the Cardiovascular Division, Department of Medicine, University of Minnesota Medical School, Minneapolis (L.Y.C.).
Insights
The CHA₂DS₂-VASc score effectively predicts ischemic stroke (IS) or transient ischemic attack (TIA) in atrial fibrillation patients across racial and ethnic groups. Adding race/ethnicity to the score does not enhance its predictive accuracy for IS or TIA.
Area of Science:
- Cardiology
- Epidemiology
- Health Disparities
Background:
- The CHA₂DS₂-VASc score is a standard tool for predicting ischemic stroke (IS) and transient ischemic attack (TIA) in patients with atrial fibrillation (AF).
- Existing research suggests potential variations in IS/TIA incidence and risk prediction across different racial and ethnic populations.
Purpose of the Study:
- To compare IS/TIA incidence and the predictive performance of the CHA₂DS₂-VASc score among Black, Hispanic, and White patients with AF.
- To evaluate whether incorporating race/ethnicity improves the predictive ability of the CHA₂DS₂-VASc score for IS/TIA.
Main Methods:
- Analysis of a large administrative claims database (Optum Clinformatics) including AF patients from 2009-2015.
- Calculation of IS/TIA incidence rates and assessment of CHA₂DS₂-VASc predictive ability using C statistics, net reclassification improvement, and integrated discrimination improvement.
- Comparison of predictive models with and without the addition of race/ethnicity data.
Main Results:
- A total of 267,419 AF patients were analyzed, with 6,202 IS/TIA events over a mean follow-up of 22 months.
- IS/TIA incidence rates were higher in Black patients (1.65/100 person-years) compared to Hispanic (1.40) and White (1.22) patients, but incidence increased with higher CHA₂DS₂-VASc scores similarly across all groups.
- The CHA₂DS₂-VASc score demonstrated comparable predictive ability across racial/ethnic groups, and its performance did not significantly improve with the addition of race/ethnicity.
Conclusions:
- The CHA₂DS₂-VASc score is a reliable tool for predicting IS/TIA in AF patients, applicable to White, Black, and Hispanic populations.
- Race/ethnicity does not independently improve the predictive accuracy of the CHA₂DS₂-VASc score for IS/TIA in this cohort.
- Current risk stratification using CHA₂DS₂-VASc is appropriate for diverse AF patient populations.
Abstract:
Background and Purpose- Despite modest predictive ability for ischemic stroke (IS), the CHA2DS2-VASc score is widely used for stroke prediction in atrial fibrillation. Among patients with atrial fibrillation, we aimed to (1) compare the IS or transient ischemic attack (TIA) incidence by CHA2DS2-VASc in blacks and Hispanics versus whites; (2) compare predictive ability of CHA2DS2-VASc score for IS or TIA in blacks and Hispanics versus whites; and (3) determine improvement in predictive ability of CHA2DS2-VASc score from addition of race/ethnicity. Methods- Using data from Optum Clinformatics, a large administrative claims database, we analyzed patients with atrial fibrillation enrolled in commercial and Medicare Advantage health plans from 2009 to 2015. We computed IS or TIA incidence rates, improvement in C statistic, continuous and categorical net reclassification improvement, and relative integrated discrimination improvement from addition of race/ethnicity to CHA2DS2-VASc. Results- A total of 267 419 patients (mean age, 73.1 [SD, 12.3] years; 46.6% women; 84.2% white, 8.5% black, 7.3% Hispanic) were studied. After a mean follow-up of 22 months, there were 6202 IS or TIA events. IS or TIA incidence rates were higher in blacks than Hispanics or whites (1.65, 1.40, and 1.22 cases per 100 person-years, respectively) and increased with higher CHA2DS2-VASc, with no race/ethnicity-based differences (P for interaction=0.17). The CHA2DS2-VASc and CHA2DS2-VASc+race/ethnicity C statistic (95% CI) were 0.679 (0.670-0.686) and 0.679 (0.671-0.688). The CHA2DS2-VASc C statistic in the 3 groups were comparable. With addition of race/ethnicity, the categorical net reclassification improvement, continuous net reclassification improvement, and relative integrated discrimination improvement were -0.045 (95% CI, -0.067 to -0.025), 0.045 (95% CI, 0.025-0.068), and 0.016 (95% CI, 0.014-0.018). Conclusions- The predictive ability of CHA2DS2-VASc for IS or TIA in atrial fibrillation is comparable among whites, blacks, and Hispanics; hence, it can be used in the latter 2 groups. Addition of race/ethnicity to the CHA2DS2-VASc does not improve its predictive ability.
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