Mohammadipour Amir, Alemi Alireza
Department of Civil and Environmental Engineering, University of Houston, 4726 Calhoun Road, Room N107, Houston, TX 77204-4003, USA.
Group for Neural Theory, Laboratoire des Neurosciences Cognitives, École Normale Supérieure (ENS), 29, rue d'Ulm, 75005 Paris, France.
J Biomech. 2017 Dec 8;65:61-74. doi: 10.1016/j.jbiomech.2017.09.029. Epub 2017 Oct 9.
Computational models are important tools which help researchers understand traumatic brain injury (TBI). A mechanistic multi-scale numerical approach is introduced to quantify diffuse axonal injury (DAI), the most important mechanism of TBI, induced by a mechanical insult at micro-scale regions of the white matter or voxels where fiber orientations are the same. Using the mechanical properties of a single axon with a viscoelastic constitutive relation and its functional failure in terms of electrophysiological impairment, a numerical 2D micro-level lattice method is implemented to directly analyze the percentage of injured axons in a voxel containing a bundle of axons all with the same orientation under biaxial stretches. Reference micro-injury maps are then developed with the input parameters based on the principal strain or stretch values and their direction with respect to axons, which provide the percentage of injured axons in the voxel of interest as the output. The methodology is independent of any statistical analyses of the accident data and medical reports to derive probabilistic injury risk curves for DAI. Avoiding a structurally detailed full finite element head model, this study proposes a micro-mechanical approach which considers the anatomical structure of neural axons in the white matter together with their mechanical properties using a numerical lattice method to analyze the brain's diffuse axonal injury. This work has the potential to help develop safer prevention tools and more effective diagnosis methods for DAI.
计算模型是帮助研究人员理解创伤性脑损伤(TBI)的重要工具。本文引入了一种多尺度力学数值方法,用于量化弥漫性轴索损伤(DAI),这是TBI最重要的机制,由白质微观区域或纤维方向相同的体素处的机械损伤诱导。利用具有粘弹性本构关系的单个轴突的力学特性及其在电生理损伤方面的功能失效,实现了一种二维微观晶格数值方法,以直接分析在双轴拉伸下,包含一束具有相同方向轴突的体素中受损轴突的百分比。然后,根据主应变或拉伸值及其相对于轴突的方向等输入参数,绘制参考微观损伤图,其输出为感兴趣体素中受损轴突的百分比。该方法独立于事故数据和医学报告的任何统计分析,以得出DAI的概率性损伤风险曲线。本研究避免了构建详细的全有限元头部模型,提出了一种微观力学方法,该方法使用数值晶格方法,结合白质中神经轴突的解剖结构及其力学特性,来分析大脑的弥漫性轴索损伤。这项工作有潜力帮助开发更安全的预防工具和更有效的DAI诊断方法。