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Updated: May 5, 2026

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Prediction of 30-day heart failure-specific readmission risk by echocardiographic parameters
Paaladinesh Thavendiranathan1, Teerapat Yingchoncharoen2, Andrew Grant2
1Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland, Ohio; Department of Cardiology, University Health Network, University of Toronto, Toronto, Canada.
Abstract:
It is unknown whether echocardiographic morphologic and hemodynamic parameters have incremental value in predicting 30-day heart failure (HF)-specific readmission risk among patients admitted with HF. We performed a prospective cohort study of adult patients entering a transitional care program after HF hospitalization to assess the role of echocardiographic parameters in predicting 30-day HF-specific readmission risk. Patients were followed for at least 30 days postdischarge, and readmission outcomes were ascertained prospectively. A previously validated 30-day HF readmission score (Yale Center for Outcome Research and Evaluation [CORE]) was calculated using 20 clinical and pathology parameters. Atrial and ventricular morphologic and hemodynamic variables were obtained from the index hospitalization echocardiogram. A Cox proportional hazards model was used to identify variables associated with 30-day HF specific readmission risk. Among 283 patients (mean age 72 ± 14 years, 57% men, 54% ischemic HF, ejection fraction 35% ± 17%) who underwent echocardiography during index admission there were 46 HF specific readmissions. After risk adjustment, elevated echocardiographic right atrial pressure (RAP; hazard ratio [HR] 3.70, 95% confidence interval [CI] 1.82 to 7.52, p <0.001), left ventricular filling pressures (HR 7.46, 95% CI 2.31 to 24.14, p = 0.001), and weight change during admission (HR 0.93, 95% CI 0.87 to 0.99, p = 0.02) were independently associated with 30-day HF-specific readmission risk. However, only elevated RAP and left ventricular filling pressure added incremental prognostic value to the Yale-CORE HF readmission score. An E/e' threshold of 23 identified a subgroup at highest risk of readmission and provided a net 29% reclassification improvement over the Yale-CORE HF readmission score (p = 0.005).
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