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采用实验-数值方法对颈动脉斑块组织特性进行识别。

Identification of carotid plaque tissue properties using an experimental-numerical approach.

机构信息

Department of Solid Mechanics, Royal Institute of Technology (KTH), Teknikringen 8, 100 44 Stockholm, Sweden.

出版信息

J Mech Behav Biomed Mater. 2013 Nov;27:226-38. doi: 10.1016/j.jmbbm.2013.05.001. Epub 2013 Jun 2.

Abstract

A biomechanical stress analysis could help to identify carotid plaques that are vulnerable to rupture, and hence reduce the risk of thrombotic strokes. Mechanical stress predictions critically depend on the plaque's constitutive properties, and the present study introduces a concept to derive viscoelastic parameters through an experimental-numerical approach. Carotid plaques were harvested from two patients during carotid endarterectomy (CEA), and, in total, nine test specimens were investigated. A novel in-vitro mechanical testing protocol, which allows for dynamic testing, keeping the carotid plaque components together, was introduced. Macroscopic pictures overlaid by histological stains allowed for the segmentation of plaque tissues, in order to develop high-fidelity and low-fidelity Finite Element Method (FEM) models of the test specimens. The FEM models together with load-displacement data from the mechanical testing were used to extract constitutive parameters through inverse parameter estimation. The applied inverse parameter estimation runs in stages, first addressing the hyperelastic parameters then the viscoelastic ones. Load-displacement curves from the mechanical testing showed strain stiffening and viscoelasticity, as is expected for both normal and diseased carotid tissue. The estimated constitutive properties of plaque tissue were comparable to previously reported studies. Due to the highly non-linear elasticity of vascular tissue, the applied parameter estimation approach is, as with many similar approaches, sensitive to the initial guess of the parameters.

摘要

生物力学应力分析有助于识别易破裂的颈动脉斑块,从而降低血栓性中风的风险。机械应力预测严重依赖于斑块的本构特性,本研究通过实验-数值方法提出了一种确定粘弹性参数的概念。在颈动脉内膜切除术(CEA)期间从两名患者中采集了颈动脉斑块,总共研究了 9 个测试标本。引入了一种新的体外力学测试方案,该方案允许在保持颈动脉斑块成分完整的情况下进行动态测试。宏观图片叠加组织学染色,以便为测试标本开发高保真度和低保真度有限元方法(FEM)模型。FEM 模型以及来自力学测试的载荷-位移数据用于通过逆参数估计提取本构参数。应用的逆参数估计分阶段进行,首先解决超弹性参数,然后解决粘弹性参数。力学测试的载荷-位移曲线显示出应变硬化和粘弹性,这是正常和患病颈动脉组织所预期的。斑块组织的估计本构特性与之前的研究报告相似。由于血管组织的高度非线性弹性,所应用的参数估计方法与许多类似的方法一样,对参数的初始猜测敏感。

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