Definition and Validation of Prognostic Phenotypes in Moderate Aortic Stenosis

Abstract

BACKGROUND: Adverse outcomes from moderate aortic stenosis (AS) may be caused by progression to severe AS or by the effects of comorbidities. In the absence of randomized trial evidence favoring aortic valve replacement (AVR) in patients with moderate AS, phenotyping patients according to risk may assist decision making. OBJECTIVES: This study sought to identify and validate clusters of moderate AS that may be used to guide patient management. METHODS: Unsupervised clustering algorithms were applied to demographics, comorbidities, and echocardiographic parameters in a training data set in patients with moderate AS (n = 2,469). External validation was obtained by assigning the defined clu..