Modeling cardiac microcirculation for the simulation of coronary flow and 3D myocardial perfusion

IF 3 3区 医学 Q2 BIOPHYSICS
Giovanni Montino Pelagi, Francesco Regazzoni, Jacques M. Huyghe, Andrea Baggiano, Marco Alì, Silvia Bertoluzza, Giovanni Valbusa, Gianluca Pontone, Christian Vergara
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Abstract

Accurate modeling of blood dynamics in the coronary microcirculation is a crucial step toward the clinical application of in silico methods for the diagnosis of coronary artery disease. In this work, we present a new mathematical model of microcirculatory hemodynamics accounting for microvasculature compliance and cardiac contraction; we also present its application to a full simulation of hyperemic coronary blood flow and 3D myocardial perfusion in real clinical cases. Microvasculature hemodynamics is modeled with a compliant multi-compartment Darcy formulation, with the new compliance terms depending on the local intramyocardial pressure generated by cardiac contraction. Nonlinear analytical relationships for vessels distensibility are included based on experimental data, and all the parameters of the model are reformulated based on histologically relevant quantities, allowing a deeper model personalization. Phasic flow patterns of high arterial inflow in diastole and venous outflow in systole are obtained, with flow waveforms morphology and pressure distribution along the microcirculation reproduced in accordance with experimental and in vivo measures. Phasic diameter change for arterioles and capillaries is also obtained with relevant differences depending on the depth location. Coronary blood dynamics exhibits a disturbed flow at the systolic onset, while the obtained 3D perfusion maps reproduce the systolic impediment effect and show relevant regional and transmural heterogeneities in myocardial blood flow (MBF). The proposed model successfully reproduces microvasculature hemodynamics over the whole heartbeat and along the entire intramural vessels. Quantification of phasic flow patterns, diameter changes, regional and transmural heterogeneities in MBF represent key steps ahead in the direction of the predictive simulation of cardiac perfusion.

Abstract Image

模拟冠状动脉血流和三维心肌灌注的心脏微循环建模。
冠状动脉微循环血液动力学的精确建模是临床应用硅学方法诊断冠状动脉疾病的关键一步。在这项工作中,我们提出了一种新的微循环血流动力学数学模型,该模型考虑了微血管顺应性和心脏收缩;我们还介绍了该模型在真实临床病例中对充血冠状动脉血流和三维心肌灌注的全面模拟应用。微血管血流动力学采用顺应性多室达西公式建模,新的顺应性项取决于心脏收缩产生的局部心肌内压力。根据实验数据加入了血管扩张性的非线性分析关系,并根据组织学相关数量重新制定了模型的所有参数,从而实现了更深入的模型个性化。获得了舒张期动脉高流入量和收缩期静脉高流出量的相位流动模式,并根据实验和活体测量再现了微循环的流动波形形态和压力分布。此外,还获得了动脉和毛细血管的相位直径变化,并根据深度位置的不同而存在相关差异。冠状动脉血液动力学在收缩期开始时表现出血流紊乱,而获得的三维灌注图再现了收缩期的阻碍效应,并显示出心肌血流(MBF)的相关区域和跨膜异质性。所提出的模型成功地再现了整个心脏搏动和整个心内膜血管的微血管血流动力学。对相位流动模式、直径变化、心肌血流的区域和跨膜异质性进行量化,是预测性模拟心脏灌注的关键步骤。
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来源期刊
Biomechanics and Modeling in Mechanobiology
Biomechanics and Modeling in Mechanobiology 工程技术-工程:生物医学
CiteScore
7.10
自引率
8.60%
发文量
119
审稿时长
6 months
期刊介绍: Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that (1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury, (2) identify and quantify mechanosensitive responses and their mechanisms, (3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and (4) report discoveries that advance therapeutic and diagnostic procedures. Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.
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