Related Experiment Video
Updated: Sep 21, 2025

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
Predictors of readmission in hospitalized heart failure patients
Nasim Naderi1, Maryam Chenaghlou2, Marzieh Mirtajaddini1
1Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran,Iran.
Insights
Heart failure hospitalizations are costly, with high readmission rates. This study identified key predictors of early readmission in heart failure patients, including lower ejection fraction and device implantation history, to improve patient outcomes.
Area of Science:
- Cardiology
- Internal Medicine
- Healthcare Management
Background:
- Heart failure (HF) hospitalizations represent a significant healthcare cost.
- Persistent high readmission rates underscore the need for improved HF management strategies.
- Understanding predictors of readmission is crucial for reducing healthcare burden and improving patient prognosis.
Purpose of the Study:
- To determine the prevalence of early readmission in patients hospitalized with heart failure.
- To identify clinical, paraclinical, and imaging predictors associated with early and late readmissions.
- To assess in-hospital and 6-month post-discharge mortality rates.
Main Methods:
- A cohort of 428 patients diagnosed with heart failure between April 2018 and August 2018 was retrospectively analyzed.
- Data collected included clinical, paraclinical, and imaging parameters.
- Patients were followed for 6 months to track readmissions, mortality, and identify predictive factors.
Main Results:
- The overall readmission rate was 24% (99 patients), with 6.6% (27 patients) experiencing early (30-day) readmission.
- Significant predictors of readmission included older age, lower left ventricular ejection fraction (LVEF), higher body weight, ICD/CRT implantation, lower serum sodium, elevated Pro-BNP, higher White Blood Cell (WBC) count, and increased Blood Urea Nitrogen (BUN) levels.
- Independent predictors of early readmission were history of device implantation, lower LVEF, QRS duration >120 ms, higher BUN, higher Pro-BNP, and higher uric acid levels. In-hospital and 6-month mortality rates were 11% and 14.4%, respectively.
Conclusions:
- Predictors of early heart failure readmission are multifactorial, involving cardiac function, patient characteristics, and prior interventions.
- Lower LVEF, device implantation history, and elevated biomarkers like Pro-BNP and BUN are critical indicators for early readmission risk.
- Targeting these factors, especially in a population with younger heart failure patients and high ischemic cardiomyopathy prevalence, can inform strategies to reduce readmissions and improve long-term outcomes.
Abstract:
Heart failure(HF) related hospitalization constitutes a significant proportion of healthcare cost. Unchanging rates of readmission during recent years, shows the importance of addressing this problem. Patients admitted with heart failure diagnosis in our institution during April 2018to August 2018 were selected. Clinical, para-clinical and imaging data were recorded. All included patients were followed up for 6 months. The primary endpoints of the study were prevalence of early readmission and the predictors of that. Secondary end points were in-hospital and 6-month post-discharge mortality rate and late readmission rate. After excluding 94 patients due to missing data, 428 patients were selected. Mean age of patients was 58.5 years (±17.4) and 61% of patients were male. During follow-up, 99patients (24%) were readmitted. Early re-admission (30-day) occurred in 27 of the patients(6.6%). The predictors of readmission were older age (P = 0.006), lower LVEF (P <0.0001), higher body weight (P = 0.01), ICD/CRT implantation (P = 0.001), Lower sodium (P = 0.01), higher Pro-BNP(P = 0.01), Higher WBC count (P = 0.01) and higher BUN level (P = 0.02). Independent predictors of early readmission were history of device implantation (P = 0.007), lower LVEF (P = 0.016), QRS duration more than 120 ms (P = 0.037), higher levels of BUN (P = 0.008), higher levels of Pro-BNP(P = 0.037) and higher levels of uric acid (P = 0.035). Secondary end points including in-hospital and 6-month post-discharge mortality occurred in 11% and 14.4% of patients respectively. Lower age of our heart failure patients and high prevalence of ischemic cardiomyopathy, necessitate focusing on more preventable factors related to heart failure.
More Related Videos
Related Concept Videos
Heart Failure VII: Nursing Interventions
Heart Failure IV: Classification and Diagnostic Evaluation
Pathophysiology of Heart Failure
Heart Failure V: Medical Management
Heart Failure I: Introduction
Heart Failure II: Pathophysiology

