In vivo estimates of axonal stretch and 3D brain deformation during mild head impact

Q3 Engineering Brain multiphysics Pub Date : 2020-11-01 DOI:10.1016/j.brain.2020.100015
Andrew K Knutsen , Arnold D. Gomez , Mihika Gangolli , Wen-Tung Wang , Deva Chan , Yuan-Chiao Lu , Eftychios Christoforou , Jerry L. Prince , Philip V. Bayly , John A. Butman , Dzung L. Pham
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引用次数: 38

Abstract

The rapid deformation of brain tissue in response to head impact can lead to traumatic brain injury. In vivo measurements of brain deformation during non-injurious head impacts are necessary to understand the underlying mechanisms of traumatic brain injury and compare to computational models of brain biomechanics. Using tagged magnetic resonance imaging (MRI), we obtained measurements of three-dimensional strain tensors that resulted from a mild head impact after neck rotation or neck extension. Measurements of maximum principal strain (MPS) peaked shortly after impact, with maximal values of 0.019–0.053 that correlated strongly with peak angular velocity. Subject-specific patterns of MPS were spatially heterogeneous and consistent across subjects for the same motion, though regions of high deformation differed between motions. The largest MPS values were seen in the cortical gray matter and cerebral white matter for neck rotation and the brainstem and cerebellum for neck extension. Axonal fiber strain (Ef) was estimated by combining the strain tensor with diffusion tensor imaging data. As with MPS, patterns of Ef varied spatially within subjects, were similar across subjects within each motion, and showed group differences between motions. Values were highest and most strongly correlated with peak angular velocity in the corpus callosum for neck rotation and in the brainstem for neck extension. The different patterns of brain deformation between head motions highlight potential areas of greater risk of injury between motions at higher loading conditions. Additionally, these experimental measurements can be directly compared to predictions of generic or subject-specific computational models of traumatic brain injury.

Statement of Significance

Traumatic brain injury can result from the rapid acceleration of the skull, leading to deformation of brain tissue and elongation of axonal fibers. Because treatment options and prognostic models for patients are lacking, a better understanding of injury mechanisms is needed. Here, we use tagged magnetic resonance imaging to measure deformation throughout the live, human brain during non-injurious head accelerations. We present the first in vivo measurements of axonal stretch and compare MPS and axonal stretch experienced during neck rotation and neck extension. These results are important to elucidate brain regions at risk for injury. Additionally, they can be directly used to evaluate computational models of brain injury, which are used to predict risk of concussion during head impacts and design protective equipment.

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轻度头部撞击时轴突拉伸和三维脑变形的体内估计
脑组织在头部撞击下的快速变形可导致创伤性脑损伤。对于了解创伤性脑损伤的潜在机制,并与脑生物力学计算模型进行比较,在非损伤性头部撞击过程中进行脑变形的体内测量是必要的。使用标记磁共振成像(MRI),我们获得了颈部旋转或颈部伸展后轻微头部撞击引起的三维应变张量的测量结果。最大主应变(MPS)的测量值在撞击后不久达到峰值,最大值为0.019-0.053,与峰值角速度密切相关。在同一运动中,受试者的MPS特异性模式在空间上是异质的和一致的,尽管在不同的运动中,高变形的区域是不同的。颈部旋转时的皮层灰质和脑白质以及颈部伸展时的脑干和小脑的MPS值最大。结合应变张量和扩散张量成像数据估计轴突纤维应变Ef。与MPS一样,Ef的模式在受试者中存在空间差异,在每个运动中不同受试者之间相似,并且在运动之间表现出群体差异。在颈部旋转时胼胝体和颈部伸展时脑干的峰值角速度值最高,且与峰值角速度的相关性最强。不同的头部运动之间的大脑变形模式突出了在高负荷条件下运动之间更大伤害风险的潜在区域。此外,这些实验测量可以直接与创伤性脑损伤的一般或特定主题计算模型的预测进行比较。创伤性脑损伤可由颅骨的快速加速引起,导致脑组织变形和轴突纤维伸长。由于缺乏治疗方案和患者预后模型,因此需要更好地了解损伤机制。在这里,我们使用标记磁共振成像来测量在非损伤性头部加速过程中整个人类大脑的变形。我们提出了第一个轴突拉伸的体内测量,并比较MPS和轴突拉伸经历颈部旋转和颈部伸展。这些结果对于阐明有损伤风险的大脑区域是重要的。此外,它们可以直接用于评估脑损伤的计算模型,用于预测头部撞击时脑震荡的风险和设计防护设备。
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
期刊最新文献
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