Biomarker-Based Risk Prediction With the ABC-AF Scores in Patients With Atrial Fibrillation Not Receiving Oral Anticoagulation.


Journal

Circulation
ISSN: 1524-4539
Titre abrégé: Circulation
Pays: United States
ID NLM: 0147763

Informations de publication

Date de publication:
11 05 2021
Historique:
pubmed: 15 4 2021
medline: 24 12 2021
entrez: 14 4 2021
Statut: ppublish

Résumé

The novel ABC (Age, Biomarkers, Clinical History) scores outperform traditional risk scores for stroke, major bleeding, and death in patients with atrial fibrillation (AF) receiving oral anticoagulation. To refine their utility, the ABC-AF scores needed to be validated in patients not receiving oral anticoagulation. We measured plasma levels of the ABC biomarkers (N-terminal pro-B-type natriuretic peptide, cardiac troponin-T, and growth-differentiation factor 15) to apply the previously developed ABC-AF scores in patients with AF receiving aspirin (n=3195) or aspirin and clopidogrel (n=1110) in 2 large clinical trials. Calibration was assessed by comparing estimated with observed 1-year risks. Cox regression models were used for recalibration. Discrimination was evaluated separately for the aspirin-only and the overall cohort (n=4305). The ABC-AF-stroke score yielded a c-index of 0.70 (95% CI, 0.67-0.73) in both cohorts. The ABC-AF-bleeding score had a c-index of 0.76 (95% CI, 0.71-0.81) in the aspirin-only cohort and 0.73 (95% CI, 0.69-0.77) overall. Both scores were superior to risk scores recommended by current guidelines. The ABC-AF-death score yielded a c-index of 0.78 (95% CI, 0.76-0.80) overall. Calibrated in patients receiving oral anticoagulation, the ABC-AF-stroke score underestimated and the ABC-AF-bleeding score overestimated the risk of events in both cohorts. These scores were recalibrated for prediction of absolute event rates in the absence of oral anticoagulation. The biomarker-based ABC-AF scores showed better discrimination than traditional risk scores and were recalibrated for precise risk estimation in patients not receiving oral anticoagulation. They can now provide improved decision support on treatment of an individual patient with AF.

Sections du résumé

BACKGROUND
The novel ABC (Age, Biomarkers, Clinical History) scores outperform traditional risk scores for stroke, major bleeding, and death in patients with atrial fibrillation (AF) receiving oral anticoagulation. To refine their utility, the ABC-AF scores needed to be validated in patients not receiving oral anticoagulation.
METHODS
We measured plasma levels of the ABC biomarkers (N-terminal pro-B-type natriuretic peptide, cardiac troponin-T, and growth-differentiation factor 15) to apply the previously developed ABC-AF scores in patients with AF receiving aspirin (n=3195) or aspirin and clopidogrel (n=1110) in 2 large clinical trials. Calibration was assessed by comparing estimated with observed 1-year risks. Cox regression models were used for recalibration. Discrimination was evaluated separately for the aspirin-only and the overall cohort (n=4305).
RESULTS
The ABC-AF-stroke score yielded a c-index of 0.70 (95% CI, 0.67-0.73) in both cohorts. The ABC-AF-bleeding score had a c-index of 0.76 (95% CI, 0.71-0.81) in the aspirin-only cohort and 0.73 (95% CI, 0.69-0.77) overall. Both scores were superior to risk scores recommended by current guidelines. The ABC-AF-death score yielded a c-index of 0.78 (95% CI, 0.76-0.80) overall. Calibrated in patients receiving oral anticoagulation, the ABC-AF-stroke score underestimated and the ABC-AF-bleeding score overestimated the risk of events in both cohorts. These scores were recalibrated for prediction of absolute event rates in the absence of oral anticoagulation.
CONCLUSIONS
The biomarker-based ABC-AF scores showed better discrimination than traditional risk scores and were recalibrated for precise risk estimation in patients not receiving oral anticoagulation. They can now provide improved decision support on treatment of an individual patient with AF.

Identifiants

pubmed: 33849281
doi: 10.1161/CIRCULATIONAHA.120.053100
doi:

Substances chimiques

Biomarkers 0
GDF15 protein, human 0
Growth Differentiation Factor 15 0
Peptide Fragments 0
Troponin T 0
pro-brain natriuretic peptide (1-76) 0
Natriuretic Peptide, Brain 114471-18-0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1863-1873

Auteurs

Alexander P Benz (AP)

Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada (A.P.B., S.J.C., J.W.E.).

Ziad Hijazi (Z)

Uppsala Clinical Research Center (Z.H., J.L., J.O., A.S., L.W.), Uppsala University, Sweden.
Department of Medical Sciences, Cardiology (Z.H., J.O., L.W.), Uppsala University, Sweden.

Johan Lindbäck (J)

Uppsala Clinical Research Center (Z.H., J.L., J.O., A.S., L.W.), Uppsala University, Sweden.

Stuart J Connolly (SJ)

Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada (A.P.B., S.J.C., J.W.E.).

John W Eikelboom (JW)

Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada (A.P.B., S.J.C., J.W.E.).

Jonas Oldgren (J)

Uppsala Clinical Research Center (Z.H., J.L., J.O., A.S., L.W.), Uppsala University, Sweden.
Department of Medical Sciences, Cardiology (Z.H., J.O., L.W.), Uppsala University, Sweden.

Agneta Siegbahn (A)

Uppsala Clinical Research Center (Z.H., J.L., J.O., A.S., L.W.), Uppsala University, Sweden.
Department of Medical Sciences, Clinical Chemistry (A.S.), Uppsala University, Sweden.

Lars Wallentin (L)

Uppsala Clinical Research Center (Z.H., J.L., J.O., A.S., L.W.), Uppsala University, Sweden.
Department of Medical Sciences, Cardiology (Z.H., J.O., L.W.), Uppsala University, Sweden.

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Classifications MeSH