Human brain FE modeling including incompressible fluid dynamics of intraventricular cerebrospinal fluid

Q3 Engineering
Noritoshi Atsumi, Yuko Nakahira, Masami Iwamoto
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引用次数: 1

Abstract

Elucidating the mechanisms of mild traumatic brain injuries (mild TBIs), including concussions, is important for developing brain injury criteria and designing head protection devices. Using a finite element (FE) model of the human brain to predict the deformation of the brain parenchyma during a head impact could provide mechanical insights on mild TBIs. However, most conventional brain FE models do not consider how fluid behavior and the perfusion pressure of the cerebrospinal fluid (CSF) will affect brain deformation. This study proposes a novel brain FE model that uses incompressible fluid dynamics (ICFD) to represent the fluid behavior of CSF in the ventricle. In the model with ICFD, the validation accuracy scores on the brain strain during a head impact with a rotational acceleration were significantly higher than those in the model without ICFD. Reconstruction simulations based on two reported mild TBI cases from a rear-end collision and an American football game were conducted using the model with and without ICFD. We found that the maximum principal strain values in the subcortical region and corpus callosum of the model with ICFD were higher and lasted longer than those of the model without ICFD, and this tendency was further enhanced when perfusion pressure was applied. These findings suggested that the fluid behavior and perfusion pressure of the intraventricular CSF could significantly affect the deformation of the brain parenchyma during head impacts. The proposed brain multiphysical FE model could enhance the understanding of mild TBI mechanisms.

Statement of Significance

Mild TBIs or concussions can result from brain deformations caused by the rapid acceleration of the head in the situations such as falls, vehicular accidents, and collisions in sports-related activities. A FE analysis is an effective tool for simulating head impact scenarios associated with mild TBIs and estimating the brain strain. Accurate prediction of mild TBIs requires a brain FE model with high biofidelity. Here, we firstly revealed that the validation accuracy of the model on the brain strain can be improved by considering the fluid behavior of intraventricular CSF. By analyzing existing mild TBI cases using the proposed model, the fluid behavior and perfusion pressure of the CSF were found to significantly affect the brain strain history, resulting in an outcome similar to the clinical symptom. The proposed multiphysical brain model could potentially provide new mechanical insights and further understanding of mild TBIs. Additionally, these findings in this study could be useful in developing brain injury criteria and designing protective equipment.

包括脑室内脑脊液不可压缩流体动力学的人脑有限元建模
阐明包括脑震荡在内的轻度创伤性脑损伤(mild traumatic brain injury, mild tbi)的发生机制,对于制定脑损伤标准和设计头部保护装置具有重要意义。使用人脑的有限元模型来预测头部撞击时脑实质的变形,可以为轻度tbi提供力学见解。然而,大多数传统的脑有限元模型没有考虑流体行为和脑脊液(CSF)的灌注压力如何影响脑变形。本研究提出了一种新的脑FE模型,该模型使用不可压缩流体动力学(ICFD)来表示脑室中脑脊液的流体行为。在有ICFD的模型中,在旋转加速度下头部撞击时脑劳损的验证准确性得分显著高于没有ICFD的模型。基于两例因追尾碰撞和一场美式橄榄球比赛引起的轻度TBI病例,使用该模型进行了有和没有ICFD的重建模拟。我们发现,有ICFD的模型皮质下区和胼胝体的最大主应变值比没有ICFD的模型更高,持续时间更长,并且在施加灌注压力时这种趋势进一步增强。这些结果表明,脑室内脑脊液的流体行为和灌注压力可显著影响头部撞击时脑实质的变形。所提出的脑多物理场有限元模型可以增强对轻度TBI机制的理解。轻度创伤性脑损伤或脑震荡可能是由于在跌倒、交通事故和运动相关活动中的碰撞等情况下头部的快速加速引起的大脑变形造成的。有限元分析是模拟与轻度脑损伤相关的头部撞击情景和估计脑劳损的有效工具。准确预测轻度tbi需要具有高生物保真度的脑FE模型。在这里,我们首先揭示了考虑脑室内CSF的流体行为可以提高模型对脑应变的验证精度。通过对现有轻度TBI病例的分析,发现脑脊液的流体行为和灌注压力对脑劳损史有显著影响,其结果与临床症状相似。提出的多物理模型可能为轻度脑损伤提供新的力学见解和进一步理解。此外,本研究的发现可能有助于制定脑损伤标准和设计防护设备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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