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Mathematical multi-scale model of the cardiovascular system including mitral valve dynamics. Application to ischemic mitral insufficiency

TLDR
An updated version of this previous closed-loop CVS model that includes the progressive opening of the mitral valve is described, and is defined over the full cardiac cycle, providing a foundation for clinical validation and the study of valvular dysfunction in vivo.
Abstract
Background: Valve dysfunction is a common cardiovascular pathology. Despite significant clinical research, there is little formal study of how valve dysfunction affects overall circulatory dynamics. Validated models would offer the ability to better understand these dynamics and thus optimize diagnosis, as well as surgical and other interventions. Methods: A cardiovascular and circulatory system (CVS) model has already been validated in silico, and in several animal model studies. It accounts for valve dynamics using Heaviside functions to simulate a physiologically accurate “open on pressure, close on flow” law. However, it does not consider real-time valve opening dynamics and therefore does not fully capture valve dysfunction, particularly where the dysfunction involves partial closure. This research describes an updated version of this previous closed-loop CVS model that includes the progressive opening of the mitral valve, and is defined over the full cardiac cycle. Results: Simulations of the cardiovascular system with healthy mitral valve are performed, and, the global hemodynamic behaviour is studied compared with previously validated results. The error between resulting pressure-volume (PV) loops of already validated CVS model and the new CVS model that includes the progressive opening of the mitral valve is assessed and remains within typical measurement error and variability. Simulations of ischemic mitral insufficiency are also performed. Pressure-Volume loops, transmitral flow evolution and mitral valve aperture area evolution follow reported measurements in shape, amplitude and trends. Conclusions: The resulting cardiovascular system model including mitral valve dynamics provides a foundation for clinical validation and the study of valvular dysfunction in vivo. The overall models and results could readily be generalised to other cardiac valves.

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Journal ArticleDOI

Closed-loop real-time simulation model of hemodynamics and oxygen transport in the cardiovascular system

TL;DR: It is suggested that understanding qualitative interaction between physiological parameters in health and disease may be improved by using the model, although further model development and validation is needed for quantitative patient-specific outcome prediction.
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Electro-Mechanical Whole-Heart Digital Twins: A Fully Coupled Multi-Physics Approach

TL;DR: This study presents a detailed mathematical description of a fully coupled multi-scale model of the human heart, including electrophysiology, mechanics, and a closed-loop model of circulation, and highlights ways to adapt this framework to patient specific measurements to build digital twins.
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Challenges and Opportunities in Cardiovascular Health Informatics

TL;DR: Three significant challenges of cardiovascular health informatics are discussed, including to invent unobtrusive and wearable multiparameter sensors with higher sensitivity for the real-time monitoring of physiological states and to develop fast multimodal imaging technologies with higher resolution for the quantification and better understanding of structure, function, metabolism of cardiovascular systems at the different levels.
Journal ArticleDOI

Data assimilation and modelling of patient-specific single-ventricle physiology with and without valve regurgitation

TL;DR: The model and the estimation method are shown to successfully capture patient-specific clinical observations, even with regurgitation, such as the double peaked nature of valvular flows and anomalies in electrocardiogram readings.
Journal ArticleDOI

Simulation of Left Atrial Function Using a Multi-Scale Model of the Cardiovascular System

TL;DR: The multi-scale mathematical model presented in this work is able to correctly account for the three roles of the left atrium and also exhibits a realistic left atrial pressure-volume loop.
References
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Prognostic Importance of Exercise-Induced Changes in Mitral Regurgitation in Patients With Chronic Ischemic Left Ventricular Dysfunction

TL;DR: In patients with ischemic MR and left ventricular dysfunction, quantitative assessment of exercise-induced changes in the degree of MR provides independent prognostic information that unmask patients at high risk of poor outcome.
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Coupling of a 3D Finite Element Model of Cardiac Ventricular Mechanics to Lumped Systems Models of the Systemic and Pulmonic Circulation

TL;DR: A novel, robust method to couple finite element models of cardiac mechanics to systems models of the circulation, independent of cardiac phase is presented, encompassing levels from cell to system.
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