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Updated: Sep 7, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Effects of Hypertrophic and Dilated Cardiac Geometric Remodeling on Ejection Fraction
Yu Zheng1, Wei Xuan Chan1, Christopher J Charles2,3,4
1Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
Insights
Ejection fraction (EF) can inaccurately reflect heart function in heart failure due to cardiac remodeling. Calculating EF at the mid-wall, not the endocardium, improves accuracy in assessing cardiac strain and differentiating healthy from diseased hearts.
Area of Science:
- Cardiology
- Biomedical Engineering
- Medical Imaging
Background:
- Heart failure (HF) encompasses both preserved (HFpEF) and reduced (HFrEF) ejection fraction types, often involving significant cardiac remodeling.
- Cardiac remodeling leads to diverse changes in heart morphology, potentially impacting the reliability of traditional functional parameters.
- The study investigates how geometric alterations in the heart affect the accuracy of ejection fraction (EF) as a functional indicator.
Purpose of the Study:
- To determine if cardiac geometric changes during remodeling impair the ejection fraction's (EF) ability to indicate heart function.
- To elucidate the underlying mechanisms responsible for EF's diminished accuracy in remodeled hearts.
- To explore alternative methods for calculating EF to improve its functional representation.
Main Methods:
- Development of a numerical model simulating myocardial strain conversion to stroke volume.
- Utilized data from porcine animal models exhibiting heart failure.
- Compared EF calculations based on endocardial versus mid-wall boundaries.
Main Results:
- Hypertrophic thickening artifactually elevated EF, while left ventricle (LV) dilation decreased it, irrespective of constant myocardial strain.
- EF calculation using the endocardial boundary deviates from overall LV strain due to geometric changes.
- Mid-wall EF calculation resolved inaccuracies and successfully differentiated healthy from HFpEF subjects in animal models, unlike traditional EF.
Conclusions:
- Cardiac geometric changes in heart failure remodeling compromise the accuracy of endocardial EF measurements.
- The deviation of endocardial strain from overall LV strain explains EF's failure to reflect true cardiac function.
- Measuring EF at the mid-wall location offers a more robust assessment of cardiac function, particularly in the context of HF remodeling.
Abstract:
Background: Both heart failure (HF) with preserved ejection fraction (HFpEF) and heart failure with reduced ejection fraction (HFrEF) can present a wide variety of cardiac morphologies consequent to cardiac remodeling. We sought to study if geometric changes to the heart during such remodeling will adversely affect the ejection fraction (EF) parameter's ability to serve as an indicator of heart function, and to identify the mechanism for it. Methods and Results: A numerical model that simulated the conversion of myocardial strain to stroke volume was developed from two porcine animal models of heart failure. Hypertrophic wall thickening was found to elevate EF, while left ventricle (LV) dilation was found to depress EF when myocardial strain was kept constant, causing EF to inaccurately represent the overall strain function. This was caused by EF being calculated using the endocardial boundary rather than the mid-wall layer. Radial displacement of the endocardial boundary resulted in endocardial strain deviating from the overall LV strain, and this deviation varied with LV geometric changes. This suggested that using the epi- or endo-boundaries to calculate functional parameters was not effective, and explained why EF could be adversely affected by geometric changes. Further, when EF was modified by calculating it at the mid-wall layer instead of at the endocardium, this shortcoming was resolved, and the mid-wall EF could differentiate between healthy and HFpEF subjects in our animal models, while the traditional EF could not. Conclusion: We presented the mechanism to explain why EF can no longer effectively indicate cardiac function during cardiac geometric changes relevant to HF remodeling, losing the ability to distinguish between hypertrophic diseased hearts from healthy hearts. Measuring EF at the mid-wall location rather than endocardium can avoid the shortcoming and better represent the cardiac strain function.
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