Key result
Cluster analysis identified 3 risk patterns in older AF patients: standard risk (74%), high thromboembolism and major bleeding risk (5%), and high mortality and heart failure risk (21%).
Why the study?
Older adults with AF have highly diverse risk levels for mortality, HF, TE, and MB, warranting an integrated risk-pattern algorithm.
Cohort (n=573)
No
Cluster analysis based on risk probabilities for clinical events successfully stratified older adults with atrial fibrillation into three distinct risk profiles, which could aid in tailored clinical decision-making.
Answers are grounded in this paper and cite their sources.
May aid tailored decisions in older AF; leaves open prospective validation against standard scores.
Older adults with atrial fibrillation (AF) have highly diverse risk levels for mortality, heart failure (HF), thromboembolism (TE), and major bleeding (MB), thus an integrated risk-pattern algorithm is warranted. We analyzed 573 AF patients aged ≥ 75 years from our single-center cohort (Shinken Database 2010–2018). The 3-year risk scores (risk probability) for mortality (M-score), HF (HF-score), TE (TE-score), and MB (MB-score) were estimated for each patient by logistic regression analysis. Using the four risk scores, cluster analysis was performed with Ward’s linkage hierarchical algorithm. Three clusters were identified: Clusters 1 (n = 429, 74%), 2 (n = 24, 5%), and 3 (n = 120, 21%). The clusters were characterized as standard risk (Cluster 1), high TE- and MB-risk (Cluster 2), and high M- and HF-risk (Cluster 3). Oral anticoagulants were prescribed for over 80% of the patients in each cluster. Catheter ablation for AF was performed only in Cluster 1 (8.9%). Compared with Cluster 1, Cluster 2 was more closely associated with males, asymptomatic AF, history of cerebral infarction or transient ischemic attack, history of intracranial hemorrhage, high HAS-BLED score (≥3), and low body mass index (<18.0 kg/m2). Cluster 3 was more closely associated with old age, heart failure, and low estimated creatinine clearance (<30 mL/min). The cluster analysis identified those at a high risk for all-cause death and HF or a high risk for TE and MB and could support decision making in older adults with AF.
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Suzuki et al. (2021) conducted a cohort in Atrial fibrillation (n=573). Hierarchical cluster analysis was evaluated on Risk patterns for mortality, heart failure, thromboembolism, and major bleeding. Cluster analysis identified 3 risk patterns in older AF patients: standard risk (74%), high thromboembolism and major bleeding risk (5%), and high mortality and heart failure risk (21%).
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