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Updated: Feb 14, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Ejection fraction as related to basic components in the left and right ventricular volume domains
Peter L M Kerkhof1, Peter M van de Ven2, Byungwon Yoo3
1Amsterdam Cardiovascular Sciences, VU University Medical Center, Amsterdam, The Netherlands.
Ejection fraction (EF) is primarily determined by end-systolic volume (ESV), not end-diastolic volume (EDV). This nonlinear relationship is consistent across sexes, highlighting ESV as the dominant factor in ventricular function assessment.
Area of Science:
- Cardiology
- Medical Imaging
- Biostatistics
Background:
- Ejection fraction (EF) is a key clinical metric for assessing ventricular function.
- EF is calculated from end-diastolic volume (EDV) and end-systolic volume (ESV).
- The relative influence of EDV and ESV on EF has been underexplored.
Purpose of the Study:
- To investigate the relative contribution of ESV and EDV to EF.
- To determine the nature of the relationship between ESV, EDV, and EF.
- To assess sex-specific differences in this relationship.
Main Methods:
- Analysis of three patient groups (cardiac patients, near-normals, post-Fallot repair) using biplane ventriculography, SPECT, and MRI.
- Evaluation of EF using linear and nonlinear regression with ESV as the independent variable.
- Application of advanced statistics to identify sex-specific differences.
Main Results:
- ESV was identified as the dominant component influencing EF (P<0.0001).
- The relationship between EF and ESV is nonlinear (P<0.0001) and consistent between sexes.
- EDV has a significantly lesser impact on EF compared to ESV.
Conclusions:
- Ventricular EF is predominantly determined by ESV for both left and right ventricles.
- The EF-ESV relationship is fundamentally nonlinear and similar in males and females.
- Linear regression analysis for EF vs. ESV may yield inaccurate conclusions, especially in comparative studies.
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