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Improving stroke risk prediction in atrial fibrillation with circulating biomarkers: the CHA2DS2-VASc-Biomarkers
Samuel A P Short1, Katherine Wilkinson2, Erin Hald3
1Larner College of Medicine, University of Vermont, Burlington, Vermont, USA.
Insights
Biomarkers can improve stroke risk prediction in atrial fibrillation (AF). Five biomarkers were linked to higher stroke risk, with two significantly enhancing the CHA₂DS₂-VASc score for better anticoagulation decisions.
Area of Science:
- Cardiology
- Neurology
- Biomarker Research
Background:
- Anticoagulation is crucial for preventing ischemic stroke in atrial fibrillation (AF) but carries a bleeding risk.
- Current risk calculators for AF have limitations in accurately guiding anticoagulation therapy.
Purpose of the Study:
- To investigate if general population stroke risk biomarkers are associated with stroke risk in AF patients.
- To assess if these biomarkers improve the predictive performance of the CHA₂DS₂-VASc score.
Main Methods:
- Analysis of the REasons for Geographic And Racial Differences in Stroke (REGARDS) cohort study data.
- Inclusion of 2411 AF participants without prior stroke or anticoagulation.
- Measurement of nine circulating biomarkers and assessment of their association with incident stroke using Cox models, comparing CHA₂DS₂-VASc score alone versus with added biomarkers.
Main Results:
- Among 2411 AF participants, 163 experienced ischemic stroke over 13 years.
- N-terminal pro-B-type natriuretic peptide, growth differentiation factor 15, cystatin C, interleukin 6, and lipoprotein (a) were independently associated with increased stroke risk.
- Biomarkers significantly improved CHA₂DS₂-VASc model fit and predictive ability (5-year NRI>0 of 0.42), with NT-proBNP and GDF-15 showing optimal results.
Conclusions:
- Five circulating biomarkers are associated with ischemic stroke risk in AF patients.
- Two biomarkers, N-terminal pro-B-type natriuretic peptide and growth differentiation factor 15, enhanced the predictive performance of the CHA₂DS₂-VASc score.
- An improved CHA₂DS₂-VASc-Biomarkers score can aid in selecting AF patients who would benefit most from anticoagulation therapy to reduce stroke incidence.
Background:
Anticoagulation reduces ischemic stroke in atrial fibrillation (AF) but increases bleeding. Existing risk calculators guiding anticoagulation decisions in AF have substantial limitations.
Objectives:
To determine whether biomarkers of stroke risk for general populations are associated with stroke risk in AF and improve predictive performance of the CHA2DS2-VASc (Congestive heart failure, Hypertension, Age >74, Diabetes, prior Stroke or transient ischemic attack or thromboembolism, Vascular disease, Age 65-74, Sex category) score.
Methods:
The REasons for Geographic And Racial Differences in Stroke (REGARDS) is a prospective cohort study of 30 239 adults enrolled in 2003 to 2007 and monitored for stroke. Participants with AF not taking anticoagulants and with no prior stroke history were studied. Nine circulating biomarkers were measured in stored baseline samples. Cox models, adjusted for demographics and stroke risk factors estimated associations of each biomarker with incident stroke. Then, models with CHA2DS2-VASc score alone or adding biomarkers were compared using tests of fit (likelihood ratio test and Akaike information criterion) and risk discrimination (continuous net reclassification index, [NRI>0]).
Results:
Among 2411 participants with AF (median age 69 years, 55% female, 36% Black), 163 (7%) developed first-time ischemic stroke over 13 years. Higher N-terminal pro-B-type natriuretic peptide, growth differentiation factor 15, cystatin C, interleukin 6, and lipoprotein (a) were independently associated with higher stroke risk. Biomarkers substantially improved CHA2DS2-VASc model fit (change in Akaike information criterion -13, P < .001) and predictive ability (5-year NRI>0 0.42). Adding only N-terminal pro-B-type natriuretic peptide and growth differentiation factor 15 yielded the best model fit and a similar NRI>0 compared with all biomarkers.
Conclusions:
Five biomarkers were associated with stroke risk in AF, and 2 of these improved CHA2DS2-VASc performance. This improved CHA2DS2-VASc-Biomarkers score can allow better selection of patients for anticoagulation to reduce stroke in AF.
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