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Updated: Jan 26, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Microstructure-based finite element model of left ventricle passive inflation
Ce Xi1, Ghassan S Kassab2, Lik Chuan Lee1
1Department of Mechanical Engineering, Michigan State University, East Lansing, MI, USA.
Developing a new computational model reveals how heart tissue structure impacts diastolic filling. This model helps identify targeted treatments for heart diseases by analyzing collagen and muscle fiber roles.
Area of Science:
- Cardiovascular Research
- Biomedical Engineering
- Computational Biology
Background:
- Current models of heart tissue mechanics are often phenomenological, limiting understanding of individual constituent roles.
- A gap exists in computational frameworks capable of simulating realistic 3D heart geometry with microstructure-based models.
Purpose of the Study:
- To develop and validate a microstructure-based constitutive model for the myocardium.
- To implement this model within an efficient finite element framework for simulating left ventricular (LV) passive inflation.
- To investigate the load distribution among cardiac tissue constituents and their impact on LV diastolic function.
Main Methods:
- Developed a microstructure-based constitutive model of the myocardium.
- Implemented the model in an open-source finite element framework.
- Calibrated and validated the model using canine heart tissue data at constituent and organ levels.
Main Results:
- The model predicts LV compliance is sensitive to collagen ultrastructure, including fiber angle and waviness.
- Muscle fibers bear most load in sub-epicardial regions, while collagen dominates in sub-endocardial regions.
- Targeted interventions on collagen and myocyte stiffness are most effective in specific myocardial regions.
Conclusions:
- Microstructure-based modeling provides insights into tissue constituent contributions to heart function.
- Findings suggest region-specific therapeutic strategies for normalizing LV filling in heart diseases.
- This validated framework can advance the development of targeted pharmaceutical treatments for cardiac conditions.
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