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Updated: Jul 19, 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
A simple clinically based predictive rule for heart failure in-hospital mortality
Luis E Rohde1, Lívia Goldraich, Carisi A Polanczyk
1Heart Failure and Cardiac Transplantation Unit, Cardiology Division at Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul Medical School, Porto Alegre, Brazil.
Background:
Scarce data are available to predict in-hospital mortality for decompensated heart failure (HF) in South American populations.
Methods And Results:
We evaluated 779 consecutive HF admissions defined by the Boston criteria in a tertiary care hospital. Stepwise logistic regression was used to determine independent correlates of in-hospital mortality, derived from 83 potential predictors collected on hospital admission. A clinical score rule (HF Revised Score) was created using the regression coefficient estimates derived from multivariate modeling. During hospital stay, 77 (10%) deaths occurred and 6 clinical characteristics were independently associated with in-hospital mortality: presence of cancer (P < .001), systolic blood pressure < or =124 mm Hg (P < .001), serum creatinine >1.4 mg/dL (P = .02), blood urea nitrogen >37 mg/dL (P = .03), serum sodium <136 mEq/L (P = .03), and age >70 years old (P = .03). Both the Acute Decompensated Heart Failure National Registry stratification algorithm and the proposed HF Revised Score performed adequately to predict in-hospital mortality ("c" statistics = 0.71 and 0.76, respectively). The newly proposed score, however, discriminated a very low-risk group (101 [13%]) in whom all patients were discharged home, representing patients admitted with none of the 6 predictors of risk.
Conclusion:
HF risk stratification can be accurately accomplished during the first day of admission with simple and easily obtained clinical variables.
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