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计算机模拟颈动脉内斑块的三维形成和进展。

Computer simulation of three-dimensional plaque formation and progression in the carotid artery.

机构信息

University of Kragujevac, Kragujevac, Serbia.

出版信息

Med Biol Eng Comput. 2013 Jun;51(6):607-16. doi: 10.1007/s11517-012-1031-4. Epub 2013 Jan 25.

DOI:10.1007/s11517-012-1031-4
PMID:23354828
Abstract

Atherosclerosis is becoming the number one cause of death worldwide. In this study, three-dimensional computer model of plaque formation and development for human carotid artery is developed. The three-dimensional blood flow is described by the Navier-Stokes equation, together with the continuity equation. Mass transfer within the blood lumen and through the arterial wall is coupled with the blood flow and is modeled by a convection-diffusion equation. The low-density lipoproteins transports in lumen of the vessel and through the vessel tissue are coupled by Kedem-Katchalsky equations. The inflammatory process is modeled using three additional reaction-diffusion partial differential equations. Fluid-structure interaction is used to estimate effective wall stress analysis. Plaque growth functions for volume progression are correlated with shear stress and effective wall stress distribution. We choose two specific patients from MRI study with significant plaque progression. Plaque volume progression using three time points for baseline, 3- and 12-month follow up is fitted. Our results for plaque localization correspond to low shear stress zone and we fitted parameters from our model using nonlinear least-square method. Determination of plaque location and composition, and computer simulation of progression in time for a specific patient shows a potential benefit for the prediction of disease progression. The proof of validity of three-dimensional computer modeling in the evaluation of atherosclerotic plaque burden may shift the clinical information of MRI from morphological assessment toward a functional tool. Understanding and prediction of the evolution of atherosclerotic plaques either into vulnerable or stable plaques are major tasks for the medical community.

摘要

动脉粥样硬化正在成为全球头号死因。在这项研究中,开发了一种用于人类颈动脉斑块形成和发展的三维计算机模型。三维血流通过纳维-斯托克斯方程和连续性方程来描述。血液腔内和动脉壁内的质量转移与血流耦合,并通过对流-扩散方程进行建模。低密度脂蛋白在血管腔和血管组织内的转运通过 Kedem-Katchalsky 方程进行耦合。炎症过程通过另外三个反应-扩散偏微分方程进行建模。使用流固耦合来估计有效壁应力分析。斑块生长函数与壁切应力和有效壁应力分布相关联,用于预测斑块体积的进展。我们选择了两名具有明显斑块进展的 MRI 研究中的特定患者。使用基线、3 个月和 12 个月随访的三个时间点拟合斑块体积进展。我们的斑块定位结果与低壁切应力区相对应,并且使用非线性最小二乘法拟合了我们模型的参数。特定患者的斑块位置和组成的确定以及进展的计算机模拟显示了对疾病进展预测的潜在益处。三维计算机建模在评估动脉粥样硬化斑块负担方面的有效性证明可能会将 MRI 的临床信息从形态评估转移到功能工具上。理解和预测动脉粥样硬化斑块向易损或稳定斑块的演变是医学界的主要任务。

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本文引用的文献

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IEEE Trans Inf Technol Biomed. 2012 Mar;16(2):272-8. doi: 10.1109/TITB.2011.2168418. Epub 2011 Sep 19.
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Three-Dimensional Carotid Plaque Progression Simulation Using Meshless Generalized Finite Difference Method Based on Multi-Year MRI Patient-Tracking Data.基于多年MRI患者追踪数据,使用无网格广义有限差分法的三维颈动脉斑块进展模拟
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Impact of plaque haemorrhage and its age on structural stresses in atherosclerotic plaques of patients with carotid artery disease: an MR imaging-based finite element simulation study.
糖尿病动脉粥样硬化数学模型的稳定解及其稳定性。
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