Infinity Lab, Medical Imaging and Signal Processing Group, UGent, Ghent, Belgium.
Department of Human Structure and Repair, UGent, Ghent, Belgium.
Neuroimage Clin. 2019;21:101669. doi: 10.1016/j.nicl.2019.101669. Epub 2019 Jan 9.
Diffusion magnetic resonance imaging biomarkers can provide quantifiable information of the brain tissue after a mild traumatic brain injury (mTBI). However, the commonly applied diffusion tensor imaging (DTI) model is not very specific to changes in the underlying cellular structures. To overcome these limitations, other diffusion models have recently emerged to provide a more complete view on the damage profile following TBI. In this study, we investigated longitudinal changes in advanced diffusion metrics following experimental mTBI, utilising three different diffusion models in a rat model of mTBI, including DTI, diffusion kurtosis imaging and a white matter model. Moreover, we investigated the association between the diffusion metrics with histological markers, including glial fibrillary acidic protein (GFAP), neurofilaments and synaptophysin in order to investigate specificity. Our results revealed significant decreases in mean diffusivity in the hippocampus and radial diffusivity and radial extra axonal diffusivity (RadEAD) in the cingulum one week post injury. Furthermore, correlation analysis showed that increased values of fractional anisotropy one day post injury in the hippocampus was highly correlated with GFAP reactivity three months post injury. Additionally, we observed a positive correlation between GFAP on one hand and the kurtosis parameters in the hippocampus on the other hand three months post injury. This result indicated that prolonged glial activation three months post injury is related to higher kurtosis values at later time points. In conclusion, our findings point out to the possible role of kurtosis metrics as well as metrics from the white matter model as prognostic biomarker to monitor prolonged glial reactivity and inflammatory responses after a mTBI not only at early timepoints but also several months after injury.
扩散磁共振成像生物标志物可提供轻度创伤性脑损伤 (mTBI) 后脑组织的定量信息。然而,常用的扩散张量成像 (DTI) 模型对潜在细胞结构的变化不是很敏感。为了克服这些限制,最近出现了其他扩散模型,以提供更全面的 TBI 后损伤情况。在这项研究中,我们使用 mTBI 大鼠模型中的三种不同扩散模型,包括 DTI、扩散峰度成像和白质模型,研究了实验性 mTBI 后高级扩散指标的纵向变化。此外,我们还研究了扩散指标与组织学标志物(包括神经胶质纤维酸性蛋白 (GFAP)、神经丝和突触素)之间的关联,以研究其特异性。我们的结果显示,损伤后一周海马体的平均弥散度和内放射状弥散度以及放射状细胞外轴索弥散度 (RadEAD) 显著降低。此外,相关性分析显示,海马体损伤后一天的各向异性分数增加与损伤后三个月 GFAP 反应性高度相关。此外,我们还观察到损伤后三个月 GFAP 与海马体的峰度参数之间存在正相关。这一结果表明,损伤后三个月持续的神经胶质激活与后期更高的峰度值有关。总之,我们的研究结果表明,峰度指标以及白质模型的指标可能作为预后生物标志物,不仅在早期时间点,而且在损伤后数月监测 mTBI 后持续的神经胶质反应和炎症反应。