Roine Timo, Mohammadian Mehrbod, Hirvonen Jussi, Kurki Timo, Posti Jussi P, Takala Riikka S K, Newcombe Virginia F, Tallus Jussi, Katila Ari J, Maanpää Henna-Riikka, Frantzen Janek, Menon David, Tenovuo Olli
Turku Brain and Mind Center, Intensive Care, Emergency Care and Pain Medicine, University of Turku, Turku, Finland.
Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland.
J Neurotrauma. 2022 Mar;39(5-6):336-347. doi: 10.1089/neu.2021.0093. Epub 2022 Jan 26.
We investigated the topology of structural brain connectivity networks and its association with outcome after mild traumatic brain injury, a major cause of permanent disability. Eighty-five patients with mild traumatic brain injury underwent magnetic resonance imaging (MRI) twice, about three weeks and eight months after injury, and 30 age-matched orthopedic trauma control subjects were scanned. Outcome was assessed with Extended Glasgow Outcome Scale on average eight months after injury. We performed constrained spherical deconvolution-based probabilistic streamlines tractography on diffusion MRI data and parcellated cortical and subcortical gray matter into 84 regions based on T1-weighted data to reconstruct structural brain connectivity networks weighted by the number of streamlines. Graph theoretical methods were employed to measure network properties in both patients and controls, and correlations between these properties and outcome were calculated. We found no global differences in the network properties between patients with mild traumatic brain injury and orthopedic control subjects at either stage. We found significantly increased betweenness centrality of the right pars opercularis in the chronic stage compared with control subjects, however. Further, both global and local network properties correlated significantly with outcome. Higher normalized global efficiency, degree, and strength as well as lower small-worldness were associated with better outcome. Correlations between the outcome and the local network properties were the most prominent in the left putamen and the left postcentral gyrus. Our results indicate that both global and local network properties provide valuable information about the outcome already in the acute/subacute stage and, therefore, are promising biomarkers for prognostic purposes in mild traumatic brain injury.
我们研究了轻度创伤性脑损伤(永久性残疾的主要原因)后大脑结构连接网络的拓扑结构及其与预后的关系。85例轻度创伤性脑损伤患者在受伤后约3周和8个月接受了两次磁共振成像(MRI)检查,并对30名年龄匹配的骨科创伤对照受试者进行了扫描。在受伤后平均8个月用扩展格拉斯哥预后量表评估预后。我们对扩散MRI数据进行了基于约束球面反卷积的概率流线追踪,并根据T1加权数据将皮质和皮质下灰质分割为84个区域,以重建由流线数量加权的大脑结构连接网络。采用图论方法测量患者和对照的网络属性,并计算这些属性与预后之间的相关性。我们发现,在两个阶段,轻度创伤性脑损伤患者与骨科对照受试者的网络属性均无全局差异。然而,我们发现,与对照受试者相比,慢性期右侧 opercularis 部的中间中心性显著增加。此外,全局和局部网络属性均与预后显著相关。更高的归一化全局效率、度和强度以及更低的小世界特性与更好的预后相关。预后与局部网络属性之间的相关性在左侧壳核和左侧中央后回最为显著。我们的结果表明,全局和局部网络属性在急性/亚急性期就已经提供了有关预后的有价值信息,因此,它们是轻度创伤性脑损伤预后有前景的生物标志物。