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Updated: May 28, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Left Ventricular Ejection Fraction in Heart Failure-A Parameter to Be Discontinued?
Inês Freire1, Manuel Vaz da Silva2
1Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal.
Insights
Left ventricular ejection fraction (LVEF) is crucial for heart failure diagnosis and treatment, but its limitations spark debate. This review examines LVEF
Area of Science:
- Cardiology
- Clinical Medicine
- Medical Research
Background:
- Heart failure (HF) presents a significant global health challenge.
- Left ventricular ejection fraction (LVEF) is a cornerstone in HF diagnosis, treatment, and research.
- Current HF classification and understanding heavily rely on LVEF thresholds.
Purpose of the Study:
- To critically evaluate the advantages and current relevance of LVEF in heart failure.
- To explore the limitations and controversies surrounding the use of LVEF.
- To discuss emerging alternatives and future directions for HF classification and assessment.
Main Methods:
- Literature review and critical analysis of existing research on LVEF in heart failure.
- Examination of current international HF guidelines and their reliance on LVEF.
- Exploration of novel classification systems, systolic function metrics, imaging, and AI/ML applications.
Main Results:
- LVEF remains a fundamental metric in HF clinical trials and guideline-directed therapy.
- Growing evidence highlights LVEF's limitations in fully characterizing HF heterogeneity and prognosis.
- Alternative and complementary methods for HF assessment are under active investigation.
Conclusions:
- While LVEF has historical and clinical importance, its limitations necessitate a broader approach to HF assessment.
- Future HF classification may integrate novel biomarkers, advanced imaging, and machine learning for improved patient stratification.
- A paradigm shift beyond LVEF is likely required for comprehensive HF management and research.
Abstract:
Heart failure (HF) is a multifactorial and heterogeneous syndrome with substantial epidemiological burden, high mortality, and impact on quality of life. In the context of heart failure, left ventricular ejection fraction (LVEF) has been regarded as the most important marker of systolic function and is fundamental in medical research and clinical practice. In research, LVEF has been a major inclusion criterion in most clinical trials over the past few decades. Furthermore, international heart failure guidelines rely on LVEF for the diagnosis of HF and to guide effective treatment. Additionally, our understanding of HF phenotypes and prognosis is mostly grounded in a classification based on LVEF. Nevertheless, there has been a growing debate regarding the role of LVEF in heart failure. In this context, the purpose of this review is to discuss both the advantages and contemporary relevance of LVEF in heart failure, as well as its limitations and controversies. In addition, this review aims to discuss potential alternatives and future directions in heart failure classification, such as new classification methods, alternative measurements of systolic function and imaging techniques, the HLM score, and the use of artificial intelligence and machine learning.
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