Guder Stephanie, Pasternak Ofer, Gerloff Christian, Schulz Robert
Department of Neurology, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany.
Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
Brain Commun. 2021 Apr 28;3(2):fcab034. doi: 10.1093/braincomms/fcab034. eCollection 2021.
The corticospinal tract is the most intensively investigated tract of the human motor system in stroke rehabilitative research. Diffusion-tensor-imaging gives insights into its microstructure, and transcranial magnetic stimulation assesses its excitability. Previous data on the interrelationship between both measures are contradictory. Correlative or predictive models which associate them with motor outcome are incomplete. Free water correction has been developed to enhance diffusion-tensor-imaging by eliminating partial volume with extracellular water, which could improve capturing stroke-related microstructural alterations, thereby also improving structure-function relationships in clinical cohorts. In the present cross-sectional study, data of 18 chronic stroke patients and 17 healthy controls, taken from a previous study on cortico-cerebellar motor tracts, were re-analysed: The data included diffusion-tensor-imaging data quantifying corticospinal tract microstructure with and without free water correction, transcranial magnetic stimulation data assessing recruitment curve properties of motor evoked potentials and detailed clinical data. Linear regression modelling was used to interrelate corticospinal tract microstructure, recruitment curves properties and clinical scores. The main finding of the present study was that free water correction substantially strengthens structure-function associations in stroke patients: Specifically, our data evidenced a significant association between fractional anisotropy of the ipsilesional corticospinal tract and its excitability ( = 0.001, adj. = 0.54), with free water correction explaining additional 20% in recruitment curve variability. For clinical scores, only free water correction leads to the reliable detection of significant correlations between ipsilesional corticospinal tract fractional anisotropy and residual grip ( = 0.001, adj. = 0.70) and pinch force ( < 0.001, adj. = 0.72). Finally, multimodal models can be improved by free water correction as well. This study evidences that corticospinal tract microstructure directly relates to its excitability in stroke patients. It also shows that unexplained variance in motor outcome is considerably reduced by free water correction arguing that it might serve as a powerful tool to improve existing models of structure-function associations and potentially also outcome prediction after stroke.
在中风康复研究中,皮质脊髓束是人体运动系统中研究最为深入的神经束。扩散张量成像可洞察其微观结构,经颅磁刺激则用于评估其兴奋性。此前关于这两种测量方法之间相互关系的数据存在矛盾。将它们与运动结果相关联的相关或预测模型并不完善。自由水校正技术已被开发出来,通过消除细胞外水的部分容积来增强扩散张量成像,这可能有助于更好地捕捉与中风相关的微观结构改变,从而改善临床队列中的结构 - 功能关系。在本横断面研究中,对18例慢性中风患者和17例健康对照的数据进行了重新分析,这些数据来自先前一项关于皮质 - 小脑运动束的研究:数据包括有无自由水校正的扩散张量成像数据,用于量化皮质脊髓束的微观结构;经颅磁刺激数据,用于评估运动诱发电位的募集曲线特性;以及详细的临床数据。采用线性回归模型来关联皮质脊髓束微观结构、募集曲线特性和临床评分。本研究的主要发现是,自由水校正显著增强了中风患者的结构 - 功能关联:具体而言,我们的数据表明患侧皮质脊髓束的分数各向异性与其兴奋性之间存在显著关联(= 0.001,校正后 = 0.54),自由水校正解释了募集曲线变异性中额外的20%。对于临床评分,只有自由水校正能够可靠地检测到患侧皮质脊髓束分数各向异性与残余握力(= 0.001,校正后 = 0.70)和捏力(< 0.001,校正后 = 0.72)之间的显著相关性。最后,自由水校正也可以改善多模态模型。这项研究证明,在中风患者中,皮质脊髓束微观结构与其兴奋性直接相关。它还表明,自由水校正可显著减少运动结果中无法解释的方差,这表明它可能是一种强大的工具,可用于改进现有的结构 - 功能关联模型,并可能改善中风后的结果预测。