Huynh Vincent, Staempfli Philipp, Luetolf Robin, Luechinger Roger, Curt Armin, Kollias Spyros, Hubli Michèle, Michels Lars
Department of Neuroradiology, University Hospital of Zurich, Zurich, Switzerland.
Spinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
Front Neurol. 2021 Feb 22;12:598336. doi: 10.3389/fneur.2021.598336. eCollection 2021.
Remote neurodegenerative changes in supraspinal white matter (WM) can manifest after central lesions such as spinal cord injury (SCI). The majority of diffusion tensor imaging (DTI) studies use traditional metrics such as fractional anisotropy (FA) and mean diffusivity (MD) to investigate microstructural changes in cerebral WM after SCI. However, interpretation of FA readouts is often challenged by inherent limitations of the tensor model. Recent developments in novel diffusion markers, such as fiber density (FD), allows more accurate depictions of WM pathways and has shown more reliable quantification of WM alterations compared to FA in recent studies of neurological diseases. This study investigated if FD provides useful characterization of supraspinal WM integrity after SCI in addition to the traditional DTI readouts. FA, MD, and FD maps were derived from diffusion datasets of 20 patients with chronic SCI and compared with 19 healthy controls (HC). Group differences were investigated across whole brain WM using tract-based spatial statistics and averaged diffusion values of the corticospinal tract (CST) and thalamic radiation (TR) were extracted for comparisons between HC and SCI subgroups. We also related diffusion readouts of the CST and TR with clinical scores of sensorimotor function. To investigate which diffusion markers of the CST and TR delineate HC and patients with SCI a receiver operating characteristic (ROC) analysis was performed. Overall, patients with an SCI showed decreased FA of the TR and CST. ROC analysis differentiated HC and SCI based on diffusion markers of large WM tracts including FD of the TR. Furthermore, patients' motor function was positively correlated with greater microstructural integrity of the CST. While FD showed the strongest correlation, motor function was also associated with FA and MD of the CST. In summary, microstructural changes of supraspinal WM in patients with SCI can be detected using FD as a complementary marker to traditional DTI readouts and correlates with their clinical characteristics. Future DTI studies may benefit from utilizing this novel marker to investigate complex large WM tracts in patient cohorts with varying presentations of SCI or neurodegenerative diseases.
脊髓损伤(SCI)等中枢性病变后,脊髓上白质(WM)会出现远程神经退行性变化。大多数扩散张量成像(DTI)研究使用分数各向异性(FA)和平均扩散率(MD)等传统指标来研究SCI后脑白质的微观结构变化。然而,张量模型的固有局限性常常给FA读数的解读带来挑战。新型扩散标志物如纤维密度(FD)的最新进展,能够更准确地描绘白质通路,并且在最近的神经疾病研究中显示,与FA相比,其对白质改变的量化更可靠。本研究调查了FD除了传统DTI读数外,是否能为SCI后脊髓上白质的完整性提供有用的特征描述。从20例慢性SCI患者的扩散数据集中获取FA、MD和FD图,并与19名健康对照(HC)进行比较。使用基于束的空间统计学方法研究全脑白质的组间差异,并提取皮质脊髓束(CST)和丘脑辐射(TR)的平均扩散值,用于HC和SCI亚组之间的比较。我们还将CST和TR的扩散读数与感觉运动功能的临床评分相关联。为了研究CST和TR的哪些扩散标志物能够区分HC和SCI患者,进行了受试者工作特征(ROC)分析。总体而言,SCI患者的TR和CST的FA降低。ROC分析基于包括TR的FD在内的大的白质束的扩散标志物区分了HC和SCI。此外,患者的运动功能与CST更高的微观结构完整性呈正相关。虽然FD显示出最强的相关性,但运动功能也与CST的FA和MD相关。总之,使用FD作为传统DTI读数的补充标志物,可以检测SCI患者脊髓上白质的微观结构变化,并且与他们的临床特征相关。未来的DTI研究可能会受益于利用这种新型标志物来研究具有不同SCI或神经退行性疾病表现的患者队列中的复杂大白质束。