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Updated: Mar 8, 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
Multimorbidity and acute heart failure in internal medicine
F Martínez1, L Martínez-Ibañez2, G Pichler1
1Internal Medicine Department, Clinical Hospital of Valencia, Research Institute of the Clinical Hospital of Valencia (INCLIVA), Valencia, Spain.
Hospitalized patients with acute heart failure (AHF) often have multiple comorbidities. Previous hospital admissions are the strongest predictors of death or readmission for AHF patients.
Area of Science:
- Cardiology
- Internal Medicine
- Geriatrics
Background:
- Acute heart failure (AHF) is a significant cause of hospitalization, particularly in older adults.
- Understanding patient characteristics and comorbidity patterns is crucial for improving AHF management.
- Identifying predictors of adverse outcomes like death and readmission is essential for patient care.
Purpose of the Study:
- To analyze the characteristics of patients hospitalized for AHF.
- To investigate the clustering of comorbidities in AHF patients.
- To identify clinical variables associated with death or readmission in AHF.
Main Methods:
- Retrospective review of clinical records for patients admitted with AHF over three years.
- Multiple Correspondence Analysis (MCA) to assess comorbidity distribution.
- Logistic Regression (LR) models to analyze predictors of death and readmission.
Main Results:
- The median age of AHF patients was 80 years, predominantly female, with multiple comorbidities.
- Cardiovascular risk factors (CVRF), respiratory diseases, chronic kidney disease (CKD), and anemia were common.
- Previous or repeated hospital admissions were the strongest predictors of death or readmission.
Conclusions:
- Infections, anemia, and rapid ventricular response in atrial fibrillation (AF) were primary AHF causes.
- 16% of patients died during hospitalization; 25.6% died and 56.3% were readmitted within a year post-discharge.
- Outpatient strategies targeting infections, anemia, and AF may reduce AHF burden.
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