The ATRIA score demonstrated the best predictive accuracy for ischemic stroke (c-statistic 0.66; 95% CI 0.66-0.67), while the guideline-endorsed CHA2DS2-VA score performed the weakest (c-statistic 0.61).
Cohort (n=224,451)
Yes
Do existing stroke risk scores accurately identify truly low-risk patients with atrial fibrillation in an Australian population?
The guideline-endorsed CHA2DS2-VA score showed the lowest discrimination for identifying low-risk AF patients, highlighting the need for locally validated risk tools.
Effect estimate: c-statistic 0.66 (ATRIA) and 0.61 (CHA2DS2-VA) (95% CI 0.66-0.67 (ATRIA) and 0.60-0.61 (CHA2DS2-VA))
Background Australian guidelines recommend the CHA 2 DS 2 -VA (congestive heart failure, hypertension, age ≥75 years (double weight), diabetes mellitus, previous stroke (double weight), vascular disease, age 65–74 years) score to identify patients with atrial fibrillation (AF) at low stroke risk who should avoid oral anticoagulation. Treatment thresholds were derived from heterogeneous international data, and alternate scores require validation in an Australian population. We evaluated whether existing stroke scores (CHADS 2 (congestive heart failure, hypertension, age ≥75 years, diabetes mellitus, previous stroke (double weight)), CHA 2 DS 2 -VA, ATRIA (anticoagulation and risk factors in atrial fibrillation) and Modified-CHADS 2 ) accurately identify truly low-risk patients in Australia. Methods We conducted a population-based cohort study using linked data from the New South Wales Admitted Patient Data Collection, the National Death Index and the Pharmaceutical Benefits Scheme databases. Oral anticoagulant-naïve patients with a first hospital admission for AF between July 2003 and January 2021 were included. Patients were followed for ≥12 months and classified into low-risk, intermediate-risk or high-risk categories for each score. ‘Truly low-risk’ was defined as annual ischaemic stroke incidence <0.9%. Predictive accuracy was assessed using the concordance-statistic. Results Among 224 451 eligible patients, 3552 (1.6%) were hospitalised for ischaemic stroke within 12 months. The proportion labelled low-risk ranged from 2.0% (Modified-CHADS 2 ) to 50.9% (ATRIA). Patients assigned low-risk using each score, and intermediate-risk with the CHA 2 DS 2 -VA score, met the definition of truly low-risk. Concordance-statistics were modest, with the weakest performing score being the CHA 2 DS 2 -VA score (0.61, 95% CI 0.60 to 0.61) and the best performing model being the ATRIA score (0.66, 95% CI 0.66 to 0.67). Conclusions The guideline-endorsed CHA 2 DS 2 -VA score showed the lowest discrimination, and patients classified as intermediate-risk using this score had stroke incidence below the treatment threshold. Strong consideration should be given to the development and validation of locally applicable risk tools.
Zubrzycki et al. (Wed,) conducted a cohort in Atrial fibrillation (n=224,451). Stroke risk scores (CHA2DS2-VA, CHADS2, ATRIA, Modified-CHADS2) was evaluated on Predictive accuracy for ischaemic stroke within 12 months (concordance-statistic) (c-statistic 0.66 (ATRIA) and 0.61 (CHA2DS2-VA), 95% CI 0.66-0.67 (ATRIA) and 0.60-0.61 (CHA2DS2-VA)). The ATRIA score demonstrated the best predictive accuracy for ischemic stroke (c-statistic 0.66; 95% CI 0.66-0.67), while the guideline-endorsed CHA2DS2-VA score performed the weakest (c-statistic 0.61).