Zhang Yuting, Tang Liqun, Liu Yiping, Yang Bao, Jiang Zhenyu, Liu Zejia, Zhou Licheng
Department of Engineering Mechanics, School of Civil Engineering and Transportation, South China University of Technology, No. 381, Wushan Road, Guangzhou 510000, China.
Bioengineering (Basel). 2024 Sep 13;11(9):918. doi: 10.3390/bioengineering11090918.
Although the finite element head model (FEHM) has been widely utilized to analyze injury locations and patterns in traumatic brain injury, significant controversy persists regarding the selection of a mechanical injury variable and its corresponding threshold. This paper aims to determine an objective injury threshold for maximum principal strain (MPS) through a novel data-driven method, and to validate and apply it. We extract the peak responses from all elements across 100 head impact simulations to form a dataset, and then determine the objective injury threshold by analyzing the relationship between the combined injury degree and the threshold according to the stationary value principle. Using an occipital impact case from a clinical report as an example, we evaluate the accuracy of the injury prediction based on the new threshold. The results show that the injury area predicted by finite element analysis closely matches the main injury area observed in CT images, without the issue of over- or underestimating the injury due to an unreasonable threshold. Furthermore, by applying this threshold to the finite element analysis of designed occipital impacts, we observe, for the first time, supra-tentorium cerebelli injury, which is related to visual memory impairment. This discovery may indicate the biomechanical mechanism of visual memory impairment after occipital impacts reported in clinical cases.
尽管有限元头部模型(FEHM)已被广泛用于分析创伤性脑损伤中的损伤位置和模式,但在机械损伤变量及其相应阈值的选择上仍存在重大争议。本文旨在通过一种新颖的数据驱动方法确定最大主应变(MPS)的客观损伤阈值,并对其进行验证和应用。我们从100次头部撞击模拟中提取所有单元的峰值响应以形成一个数据集,然后根据驻值原理分析复合损伤程度与阈值之间的关系来确定客观损伤阈值。以一份临床报告中的枕部撞击病例为例,我们评估基于新阈值的损伤预测准确性。结果表明,有限元分析预测的损伤区域与CT图像中观察到的主要损伤区域紧密匹配,不存在因阈值不合理而高估或低估损伤的问题。此外,通过将此阈值应用于设计的枕部撞击的有限元分析,我们首次观察到小脑幕上损伤,这与视觉记忆障碍有关。这一发现可能揭示了临床病例中枕部撞击后视觉记忆障碍的生物力学机制。