通过磁共振弹性成像评估猪脑死后各向异性机械特性的变化

Q3 Engineering
Shuaihu Wang , Kevin N. Eckstein , Charlotte A. Guertler , Curtis L. Johnson , Ruth J. Okamoto , Matthew D.J. McGarry , Philip V. Bayly
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引用次数: 0

摘要

了解体内脑组织的机械特性对于理解创伤性脑损伤(TBI)的基本机制以及创建准确的 TBI 计算模型和神经外科模拟至关重要。脑白质由排列整齐、有髓鞘的轴索纤维组成,在结构上各向异性。通过磁共振弹性成像(MRE)测量,体内白质也表现出机械各向异性,但通过对体内白质进行机械测试获得的各向异性测量结果并不一致。迷你猪具有与人类相似的白质和灰质比例的后脑,因此是人类大脑力学的相关模型。在本研究中,我们比较了用相同的非侵入性方法在活体(体内)和死体(原位)中获得的迷你猪大脑各向异性力学特性的估计值。为此,我们将来自 MRE 的波位移场和来自扩散张量成像(DTI)的纤维方向与基于有限元的横向各向异性非线性反演(TI-NLI)算法相结合。为每只活体动物和死后特定时间的小鼠大脑生成了各向异性机械特性图。这些图显示,与灰质相比,活体小鼠的白质更硬、耗散性更强、各向异性更大,但除了拉伸各向异性外,死后这些差异基本消失。总体而言,脑组织在死后变得更硬、耗散性更弱、机械各向异性更低。这些发现强调了在活体中测试脑组织特性的重要性。在这项研究中,MRE 和 DTI 在迷你猪身上相结合,首次估计了活体大脑和死后同一大脑的各向异性机械特性。观察到死后脑组织的各向异性行为存在显著差异。这些结果证明了在体内和体外测量脑组织特性的重要性,并为脑生物力学计算模型的开发提供了新的定量数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Post-mortem changes of anisotropic mechanical properties in the porcine brain assessed by MR elastography

Knowledge of the mechanical properties of brain tissue in vivo is essential to understanding the mechanisms underlying traumatic brain injury (TBI) and to creating accurate computational models of TBI and neurosurgical simulation. Brain white matter, which is composed of aligned, myelinated, axonal fibers, is structurally anisotropic. White matter in vivo also exhibits mechanical anisotropy, as measured by magnetic resonance elastography (MRE), but measurements of anisotropy obtained by mechanical testing of white matter ex vivo have been inconsistent. The minipig has a gyrencephalic brain with similar white matter and gray matter proportions to humans and therefore provides a relevant model for human brain mechanics. In this study, we compare estimates of anisotropic mechanical properties of the minipig brain obtained by identical, non-invasive methods in the live (in vivo) and dead animals (in situ). To do so, we combine wave displacement fields from MRE and fiber directions derived from diffusion tensor imaging (DTI) with a finite element-based, transversely-isotropic nonlinear inversion (TI-NLI) algorithm. Maps of anisotropic mechanical properties in the minipig brain were generated for each animal alive and at specific times post-mortem. These maps show that white matter is stiffer, more dissipative, and more anisotropic than gray matter when the minipig is alive, but that these differences largely disappear post-mortem, with the exception of tensile anisotropy. Overall, brain tissue becomes stiffer, less dissipative, and less mechanically anisotropic post-mortem. These findings emphasize the importance of testing brain tissue properties in vivo.

Statement of Significance

In this study, MRE and DTI in the minipig were combined to estimate, for the first time, anisotropic mechanical properties in the living brain and in the same brain after death. Significant differences were observed in the anisotropic behavior of brain tissue post-mortem. These results demonstrate the importance of measuring brain tissue properties in vivo as well as ex vivo, and provide new quantitative data for the development of computational models of brain biomechanics.

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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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