Arrhythmias & electrophysiology

Development and Validation of the DOAC Score: A Novel Bleeding Risk Prediction Tool for Patients With Atrial Fibrillation on Direct-Acting Oral Anticoagulants

CirculationPublished Risk prediction model development and validation study

Authors' conclusion

In individuals with atrial fibrillation potentially eligible for DOAC therapy, the DOAC Score can help stratify patients on the basis of expected bleeding risk.

Study context

Population
Patients with atrial fibrillation (AF) taking DOACs (derivation: dabigatran 150 mg twice daily in RE-LY)RE-LY derivation cohort
Participants
5,684 patients
Comparison
DOAC Score vs HAS-BLED score
Outcome
Major bleeding
Methodological detailssecondary analysis of the RE-LY randomised trial, internal validation with bootstrapping, external validation in COMBINE-AF and RAMQ, 44 countries, 951 centres
  • Secondary analysis of the RE-LY randomised trial
  • Internal validation with bootstrapping
  • External validation in COMBINE-AF and RAMQ
  • 44 countries, 951 centres

Performance

As reported in the abstract

Major bleeding prediction (C statistic)
RE-LY
C statistic 0.73 versus 0.60; P for difference < 0.001
GARFIELD-AF, n = 12 296
C statistic 0.71 versus 0.66; P for difference = 0.025
COMBINE-AF validation, n = 25 586
C statistic 0.67 versus 0.63; P for difference < 0.001
RAMQ validation, n = 11 945
C statistic 0.65 versus 0.58; P for difference < 0.001
Optimism-corrected C statistic after bootstrapping (RE-LY)
0.73
Well calibrated (goodness-of-fit)
P = 0.57
Increase in major bleeding per additional point (RE-LY)
48.7% (95% CI, 38.9%-59.3%; P<0.001)

Further findings

Major bleeding incidence (RE-LY) · median follow-up 1.74 years

Patients with a major bleeding event
386 (6.8%)

Original publication

Development and Validation of the DOAC Score: A Novel Bleeding Risk Prediction Tool for Patients With Atrial Fibrillation on Direct-Acting Oral Anticoagulants. Circulation. Published 25 August 2023. doi:10.1161/circulationaha.123.064556

Summarised from the published abstract; every number is checked against it

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