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Updated: Sep 16, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Pediatric heart failure classification based on left ventricular ejection fraction
Shan Huang1,2, Xue Xiang2, Xu Zhu2
1Department of Cardiology Children's Hospital of Chongqing Medical University Chongqing China.
Insights
Left ventricle ejection fraction (LVEF) effectively classifies pediatric heart failure (PHF). This study found LVEF is crucial for understanding PHF, guiding treatment, and predicting outcomes in children.
Area of Science:
- Pediatric Cardiology
- Cardiovascular Research
- Clinical Classification
Background:
- Left ventricle ejection fraction (LVEF) is underutilized in pediatric heart failure (PHF) classification.
- Current PHF classifications lack detailed stratification based on LVEF.
- Understanding LVEF's role is vital for accurate PHF diagnosis and management.
Purpose of the Study:
- To categorize PHF based on LVEF.
- To investigate the clinical significance of LVEF in PHF.
- To identify factors influencing HF with improved EF (HFimpEF) and in-hospital mortality.
Main Methods:
- Categorization of PHF patients into HF with reduced EF (HFrEF), HF with mildly reduced EF (HFmrEF), and HF with preserved EF (HFpEF) based on LVEF.
- Comparative analysis of clinical data across LVEF groups.
- Analysis of factors associated with HFimpEF and in-hospital death.
Main Results:
- The majority of pediatric HF patients (66.3%) presented with preserved LVEF.
- Significant differences in age, B-type natriuretic peptide (BNP) levels, Ross classification, and E/A ratio were observed across LVEF groups.
- Younger age, lower BNP, less cardiac dysfunction, and normal E/A ratio correlated with higher LVEF.
- Primary disease prevalence varied significantly among HFpEF, HFmrEF, and HFrEF groups.
- Lower LVEF patients received more aggressive medical treatment, excluding vasoactive drugs.
- Congenital heart disease in HFrEF was linked to a higher likelihood of HFimpEF.
- Sepsis, renal insufficiency, and abnormal E/A ratio were identified as risk factors for in-hospital death.
Conclusions:
- LVEF serves as an essential and effective indicator for classifying and managing PHF.
- LVEF stratification provides valuable insights into clinical features and prognosis in pediatric heart failure.
- Identifying risk factors for mortality aids in targeted interventions for critically ill pediatric HF patients.
Abstract:
Left ventricle ejection fraction (LVEF) is still not well acknowledged in classification of pediatric heart failure (PHF). We categorized PHF according to LVEF and aimed to determine the role of LVEF in PHF classification. Patients who were diagnosed with HF were divided into three groups according to their LVEF values: HF with reduced ejection fraction (HFrEF), HF with mildly reduced ejection fraction (HFmrEF), and HF with preserved ejection fraction (HFpEF). The clinical information of PHF patients was compared among those three groups. Factors associated with HF with improved EF (HFimpEF) and risk factors for in-hospital death in PHF patients were analyzed. A total number of 1228 cases were collected. The proportion of HF patients with preserved LVEF (66.3%) was significantly higher than those with mildly reduced LVEF (21.7%) and reduced LVEF (12%). Clinical features such as age, B-type natriuretic peptide (BNP) level, Ross classification, and E/A abnormal proportion in HF children with different LVEF value were statistically different. HF patients with younger age, lower BNP levels, minor cardiac dysfunction and less E/A abnormality could be found with higher LVEF value. The proportion of primary disease in PHF was largely different in HFpEF, HFmrEF and HFrEF groups. Medication treatment was more aggressive in patients with lower LVEF, except for vasoactive drugs. Children with congenital heart disease in HFrEF group were more prone to develop into HFimpEF. Sepsis, renal insufficiency, and an abnormal E/A ratio are risk factors for in-hospital death of HF children. Clinical features of PHF could be well classified by LVEF, which is an essential and helpful indicator for PHF classification and management.
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