线性和单期奥格登弹性在胶质母细胞瘤侵袭模型中的作用比较。

Q3 Engineering Brain multiphysics Pub Date : 2022-01-01 DOI:10.1016/j.brain.2022.100050
Meghan E. Rhodes , Thomas Hillen , Vakhtang Putkaradze
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引用次数: 0

摘要

我们的脑力学模型是基于Budday及其同事[6]的观察,他们分析了多种加载模式下人脑组织样本的弹性特性。利用这些数据,Budday等人确定了一个现实的脑组织力学本构模型。在这些研究中,他们发现压缩和剪切反应最好的模型是非线性的单项奥格登弹性模型,尽管其他弹性模型也是可能的。本文分析了脑组织弹性模型对胶质瘤侵袭速度的影响以及由此引起的组织变形(质量效应)。我们提出了一个一维连续体模型,将细胞动力学与组织力学耦合在一起。由于胶质瘤损害脑组织的力学机制尚不清楚,为了进行全面的研究,我们结合了两种脑组织弹性模型的弹性和粘弹性版本-常用的线性模型和实验确定的一项Ogden模型。对于每个弹性模型,我们在一维上识别行波解并计算相应的侵入速度。我们发现入侵速度实际上与所选择的弹性模型无关。然而,在线性模型和单项奥格登模型之间,脑组织的变形和由此产生的应力是完全不同的:与线性模型相比,奥格登模型显示的变形少了两个数量级,应力少了三个数量级。在观察胶质瘤引起的健康并发症时,这种差异可能是相关的。由神经胶质细胞引起的癌症,称为神经胶质瘤,在脊柱和大脑中形成。尽管最近的研究强调了组织力学在胶质瘤侵袭过程中的主要作用,但胶质瘤的扩散尚不完全清楚。我们提出了胶质瘤侵袭的一维连续模型框架,其中包括胶质瘤细胞的增殖和侵袭,以及通过将细胞动力学与组织力学耦合而产生的质量效应。我们探索了两种脑组织弹性模型的弹性和粘弹性版本-常用的线性模型和实验确定的一项奥格登模型。这是第一次将单期Ogden模型纳入胶质瘤侵袭模型。我们发现,尽管弹性模型的选择不影响侵入速度,但组织中产生的变形和应力有显著差异,与线性模型相比,Ogden模型产生的变形和应力减少了三个数量级。在观察胶质瘤引起的健康并发症时,这种差异可能是相关的。
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Comparing the effects of linear and one-term Ogden elasticity in a model of glioblastoma invasion.

Our modelling of brain mechanics is based on observations of Budday and colleagues [6], who analyzed the elastic properties of human brain tissue samples under multiple loading modes. Using these data, Budday et al. determined a realistic constitutive model for brain tissue mechanics. In these studies, they found that compression and shear responses were best modelled by a non-linear one-term Ogden elasticity model, although other elasticity models are possible as well. Here we analyze the role of the elasticity model of brain tissue on the invasion speed of glioma and the resulting tissue deformation (mass effect). We present a one dimensional continuum model that couples cell dynamics to tissue mechanics. Since the mechanics of glioma-compromised brain tissue is not clear, for comprehensive studies, we incorporate both elastic and viscoelastic versions of two brain tissue elasticity models - the commonly employed linear model and the experimentally determined one-term Ogden model. For each elasticity model we identify travelling wave solutions in one dimension and calculate the corresponding invasion speeds. We find that the invasion speed is, in fact, independent of the chosen elasticity model. However, the deformations of the brain tissue, and resulting stress, between the linear and one-term Ogden models are drastically different: the Ogden model shows two orders of magnitude less deformation and three orders of magnitude less stress as compared to the linear model. Such a discrepancy might be relevant when looking at glioma-induced health complications.

Statement of significance

Cancers arising from glial cells, known as gliomas, form in the spine and the brain. The spread of glioma is not fully understood, although recent studies have highlighted the role of tissue mechanics as a main factor in the invasion process. We present a one dimensional continuum model framework of glioma invasion that incorporates proliferation and invasion of glioma cells, as well as mass effects by coupling cell dynamics to tissue mechanics. We explore both elastic and viscoelastic versions of two brain tissue elasticity models - the commonly employed linear model and the experimentally determined one-term Ogden model. This is the first time the one-term Ogden model has been incorporated into a model of glioma invasion. We show that although the choice of elasticity model does not affect the invasion speed, the deformation and stress generated in the tissue are significantly different with the Ogden model producing three orders of magnitude less deformation and stress as compared to the linear model. Such a discrepancy might be relevant when looking at glioma-induced health complications.

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来源期刊
Brain multiphysics
Brain multiphysics Physics and Astronomy (General), Modelling and Simulation, Neuroscience (General), Biomedical Engineering
CiteScore
4.80
自引率
0.00%
发文量
0
审稿时长
68 days
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