Average Biomechanical Responses of the Human Brain Grouped by Age and Sex

IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL
Ahmed Alshareef, Aaron Carass, Yuan-Chiao Lu, Joy Mojumder, Alexa M. Diano, Olivia M. Bailey, Ruth J. Okamoto, Dzung L. Pham, Jerry L. Prince, Philip V. Bayly, Curtis L. Johnson
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Abstract

Traumatic brain injuries (TBIs) occur from rapid head motion that results in brain deformation. Computational models are typically used to estimate brain deformation to predict risk of injury and evaluate the effectiveness of safety countermeasures. The accuracy of these models relies on validation to experimental brain deformation data. In this study, we create the first group-average biomechanical responses of the brain, including structure, material properties, and deformation response, by age and sex from 157 subjects. Subjects were sorted intro three age groups—young, mid-age, and older—and by sex to create group-average neuroanatomy, material properties, and brain deformation response to non-injurious loading using structural and specialized magnetic resonance imaging data. Computational models were also built using the group-average geometry and material properties for each of the six groups. The material properties did not depend on sex, but showed a decrease in shear stiffness in the older adult group. The brain deformation response also showed differences in the distribution of strain and a decrease in the magnitude of maximum strain in the older adult group. The computational models were simulated using the same non-injurious loading conditions as the subject data. While the models’ strain response showed differences among the models, there were no clear relationships with age. Further studies, both modeling and experimental, with more data from subjects in each age group, are needed to clarify the mechanisms underlying the observed changes in strain response with age, and for computational models to better match the trends observed across the group-average responses.

按年龄和性别分组的人脑平均生物力学反应
外伤性脑损伤(tbi)是由头部快速运动导致大脑变形引起的。计算模型通常用于估计脑变形,以预测损伤风险和评估安全对策的有效性。这些模型的准确性依赖于对实验脑变形数据的验证。在这项研究中,我们创建了第一个组-大脑的平均生物力学反应,包括结构、材料特性和变形反应,从157个受试者中按年龄和性别划分。研究对象被分为青年、中年和老年三个年龄组,并按性别进行分类,利用结构和专门的磁共振成像数据创建组平均神经解剖学、材料特性和大脑变形对非损伤负荷的反应。计算模型也使用组平均几何形状和材料属性为每六组。材料性能不依赖于性别,但显示减少剪切刚度在老年人组。脑变形反应在应变分布上也存在差异,最大应变的大小在老年人组中也有所降低。采用与实验数据相同的非损伤加载条件对计算模型进行了模拟。各模型应变响应存在差异,但与年龄关系不明显。需要进一步的建模和实验研究,从每个年龄组的受试者中获得更多的数据,以阐明所观察到的应变响应随年龄变化的机制,并使计算模型更好地匹配整个组中观察到的平均响应趋势。
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
Annals of Biomedical Engineering
Annals of Biomedical Engineering 工程技术-工程:生物医学
CiteScore
7.50
自引率
15.80%
发文量
212
审稿时长
3 months
期刊介绍: Annals of Biomedical Engineering is an official journal of the Biomedical Engineering Society, publishing original articles in the major fields of bioengineering and biomedical engineering. The Annals is an interdisciplinary and international journal with the aim to highlight integrated approaches to the solutions of biological and biomedical problems.
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