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Updated: Oct 26, 2025

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Published on: February 26, 2013
Multiple Blood Biomarkers and Stroke Risk in Atrial Fibrillation: The REGARDS Study
Matthew J Singleton1, Ya Yuan2, Farah Z Dawood3
1Section of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC.
Insights
Blood biomarkers significantly improve stroke risk prediction in atrial fibrillation patients. A multimarker score enhanced existing risk assessment tools, offering better identification of individuals at high risk for stroke.
Area of Science:
- Cardiovascular Medicine
- Biomarker Discovery
- Stroke Prevention
Background:
- Atrial fibrillation (AF) increases stroke risk, but current prediction tools have limited accuracy.
- Identifying more effective methods for stroke risk stratification in AF patients is crucial.
Purpose of the Study:
- To investigate whether circulating stroke risk biomarkers can improve stroke risk prediction in individuals with atrial fibrillation.
- To develop and validate a multimarker risk score for stroke in AF patients.
Main Methods:
- Prospective cohort study (REGARDS) of 30,239 adults aged ≥45 years.
- Nested case-control analysis of 175 AF participants with available biomarker data and stroke outcomes over 5.2 years.
- Assessed associations of cystatin C, factor VIII antigen, interleukin-6, and NT-proBNP with ischemic stroke risk.
Main Results:
- Cystatin C, factor VIII antigen, interleukin-6, and NT-proBNP were independently associated with increased stroke risk in AF patients.
- A multimarker risk score combining these biomarkers showed a dose-response relationship with stroke risk.
- Incorporating the multimarker score significantly improved stroke risk reclassification compared to the CHA₂DS₂-VASc score alone (Net Reclassification Improvement: 0.34).
Conclusions:
- Circulating blood biomarkers, individually and as a multimarker score, show potential for substantially improving stroke risk prediction in atrial fibrillation.
- These findings suggest a promising new approach to personalize stroke prevention strategies in AF patients.
Abstract:
Background Atrial fibrillation is associated with increased stroke risk; available risk prediction tools have modest accuracy. We hypothesized that circulating stroke risk biomarkers may improve stroke risk prediction in atrial fibrillation. Methods and Results The REGARDS (Reasons for Geographic and Racial Differences in Stroke) study is a prospective cohort study of 30 239 Black and White adults age ≥45 years. A nested study of stroke cases and a random sample of the cohort included 175 participants (63% women, 37% Black adults) with baseline atrial fibrillation and available blood biomarker data. There were 81 ischemic strokes over 5.2 years in these participants. Adjusted for demographics, stroke risk factors, and warfarin use, the following biomarkers were associated with stroke risk (hazard ratio [HR]; 95% CI for upper versus lower tertile): cystatin C (3.16; 1.04-9.58), factor VIII antigen (2.77; 1.03-7.48), interleukin-6 (9.35; 1.95-44.78), and NT-proBNP (N-terminal B-type natriuretic peptide) (4.21; 1.24-14.29). A multimarker risk score based on the number of blood biomarkers in the highest tertile was developed; adjusted HRs of stroke for 1, 2, and 3+ elevated blood biomarkers, compared with none, were 1.75 (0.57-5.40), 4.97 (1.20-20.5), and 9.51 (2.22-40.8), respectively. Incorporating the multimarker risk score to the CHA2DS2VASc score resulted in a net reclassification improvement of 0.34 (95% CI, 0.04-0.65). Conclusions Findings in this biracial cohort suggested the possibility of substantial improvement in stroke risk prediction in atrial fibrillation using blood biomarkers or a multimarker risk score.
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