Department of Radiology and Mayo Clinic, Rochester, Minnesota, USA.
Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.
J Neurotrauma. 2023 Oct;40(19-20):2193-2204. doi: 10.1089/neu.2022.0460. Epub 2023 Jul 18.
Increasing concerns have been raised about the long-term negative effects of subconcussive repeated head impact (RHI). To elucidate RHI injury mechanisms, many efforts have studied how head impacts affect the skull-brain biomechanics and have found that mechanical interactions at the skull-brain interface dampen and isolate brain motions by decoupling the brain from the skull. Despite intense interest, quantification of the functional state of the skull-brain interface remains difficult. This study developed a magnetic resonance elastography (MRE) based technique to non-invasively assess skull-brain mechanical interactions (i.e., motion transmission and isolation function) under dynamic loading. The full MRE displacement data were separated into rigid body motion and wave motion. The rigid body motion was used to calculate the brain-to-skull rotational motion transmission ratio () to quantify skull-brain motion transmissibility, and the wave motion was used to calculate the cortical normalized octahedral shear strain () (calculated based on a partial derivative computing neural network) to evaluate the isolation capability of the skull-brain interface. Forty-seven healthy volunteers were recruited to investigate the effects of age/sex on and cortical , and 17 of 47 volunteers received multiple scans to test the repeatability of the proposed techniques under different strain conditions. The results showed that both and were robust to MRE driver variations and had good repeatability, with intraclass correlation coefficient (ICC) values between 0.68 and 0.97 (fair to excellent). No age or sex dependence were observed with , whereas a significant positive correlation between age and was found in the cerebrum, frontal, temporal, and parietal lobes (all < 0.05), but not in the occipital lobe ( = 0.99). The greatest change in with age was found in the frontal lobe, one of the most frequent locations of traumatic brain injury (TBI). Except for the temporal lobe ( = 0.0087), there was no significant difference in between men and women. This work provides motivation for utilizing MRE as a non-invasive tool for quantifying the biomechanics of the skull-brain interface. It evaluated the age and sex dependence and may lead to a better understanding of the protective role and mechanisms of the skull-brain interface in RHI and TBI, as well as improve the accuracy of computational models in simulating the skull-brain interface.
人们越来越关注亚惯性重复头部撞击(RHI)的长期负面影响。为了阐明 RHI 损伤机制,许多研究都致力于研究头部撞击如何影响颅骨-脑生物力学,并发现颅骨-脑界面的力学相互作用通过使大脑与颅骨解耦来阻尼和隔离大脑运动。尽管人们对此非常感兴趣,但颅骨-脑界面的功能状态的量化仍然很困难。本研究开发了一种基于磁共振弹性成像(MRE)的技术,以非侵入性地评估动态加载下颅骨-脑的机械相互作用(即运动传递和隔离功能)。完整的 MRE 位移数据被分为刚体运动和波动运动。刚体运动用于计算大脑-颅骨的旋转运动传递比(),以量化颅骨-脑的运动传递率,波动运动用于计算皮质归一化八面体剪切应变()(基于偏导数计算神经网络计算),以评估颅骨-脑界面的隔离能力。招募了 47 名健康志愿者来研究年龄/性别对和皮质的影响,其中 17 名志愿者接受了多次扫描,以测试在不同应变条件下提出的技术的可重复性。结果表明,和都对 MRE 驱动变化具有稳健性,且重复性良好,组内相关系数(ICC)值在 0.68 到 0.97 之间(良好到优秀)。在大脑中,未观察到与年龄或性别有关,而在大脑额叶、颞叶和顶叶中,年龄与呈显著正相关(均<0.05),但在枕叶中无相关性(=0.99)。与年龄相关的最大变化发生在额叶,这是创伤性脑损伤(TBI)最常见的部位之一。除了颞叶(=0.0087),男性和女性之间的差异无统计学意义。本工作为利用 MRE 作为颅骨-脑界面生物力学的非侵入性定量工具提供了动力。它评估了年龄和性别依赖性,可能有助于更好地理解颅骨-脑界面在 RHI 和 TBI 中的保护作用和机制,并提高模拟颅骨-脑界面的计算模型的准确性。