An electromechanics-driven fluid dynamics model for the simulation of the whole human heart
arXiv:2301.02148 · doi:10.1016/j.jcp.2024.112885
Abstract
We introduce a multiphysics and geometric multiscale computational model, suitable to describe the hemodynamics of the whole human heart, driven by a four-chamber electromechanical model. We first present a study on the calibration of the biophysically detailed RDQ20 activation model (Regazzoni et al., 2020) that is able to reproduce the physiological range of hemodynamic biomarkers. Then, we demonstrate that the ability of the force generation model to reproduce certain microscale mechanisms, such as the dependence of force on fiber shortening velocity, is crucial to capture the overall physiological mechanical and fluid dynamics macroscale behavior. This motivates the need for using multiscale models with high biophysical fidelity, even when the outputs of interest are relative to the macroscale. We show that the use of a high-fidelity electromechanical model, combined with a detailed calibration process, allows us to achieve remarkable biophysical fidelity in terms of both mechanical and hemodynamic quantities. Indeed, our electromechanical-driven CFD simulations - carried out on an anatomically accurate geometry of the whole heart - provide results that match the cardiac physiology both qualitatively (in terms of flow patterns) and quantitatively (when comparing in silico results with biomarkers acquired in vivo). We consider the pathological case of left bundle branch block, and we investigate the consequences that an electrical abnormality has on cardiac hemodynamics thanks to our multiphysics integrated model. The computational model that we propose can faithfully predict a delay and an increasing wall shear stress in the left ventricle in the pathological condition. The interaction of different physical processes in an integrated framework allows us to faithfully describe and model this pathology, by capturing and reproducing the intrinsic multiphysics nature of the human heart.
References in corpus (15)
- The deal.II finite element library: design, features, and insights
- Modeling cardiac muscle fibers in ventricular and atrial electrophysiology simulations
- A comprehensive and biophysically detailed computational model of the whole human heart electromechanics
- A computationally efficient physiologically comprehensive 3D-0D closed-loop model of the heart and circulation
- lifex: a flexible, high performance library for the numerical solution of complex finite element problems
- Biophysically detailed mathematical models of multiscale cardiac active mechanics
- 3D-0D closed-loop model for the simulation of cardiac biventricular electromechanics
- FSEI-GPU: GPU accelerated simulations of the fluid-structure-electrophysiology interaction in the left heart
- Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models
- Impact of Atrial Fibrillation on Left Atrium Haemodynamics: A Computational Fluid Dynamics Study
- Hemodynamics of the heart's left atrium based on a Variational Multiscale-LES numerical method
- A machine learning method for real-time numerical simulations of cardiac electromechanics
- A geometric multiscale model for the numerical simulation of blood flow in the human left heart
- Jet collisions and vortex reversal in the human left ventricle
- Towards a Computational Framework for Modeling the Impact of Aortic Coarctations upon Left Ventricular Load
Cited by in corpus (3)
- A comprehensive and biophysically detailed computational model of the whole human heart electromechanics
- A Multi-Component, Multi-Physics Computational Model for Solving Coupled Cardiac Electromechanics and Vascular Haemodynamics
- Fully Quantum Lattice Gas Automata Building Blocks for Computational Basis State Encodings