Unsupervised cluster analysis of patients with recovered left ventricular ejection fraction identifies unique clinical phenotypes.

ABSTRACT:

Background

Patients with heart failure (HF) with recovered ejection fraction (HFrecEF) are a recently identified cohort that are phenotypically and biologically different from HFrEF and HFpEF patients. Whether there are unique phenotypes among HFrecEF patients is not known.

Methods

We studied all patients at a large medical center, who had an improvement in LVEF from ≤ 35% to ≥ 50% (LVrecEF) between January 1, 2005 and December 31, 2013. We identified a set of 11 clinical variables and then performed unsupervised clustering analyses to identify unique clinical phenotypes among patients with LVrecEF, followed by a Kaplan-Meier analysis to identify differences in survival and the proportion of LVrecEF patients who maintained an LVEF ≥ 50% during the study period.

Results

SUBMITTER: Perry A 

PROVIDER: S-EPMC7971566 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature