Department of Experimental and Clinical Medicine, Magna Graecia University, Catanzaro, Italy.
Department of Health Sciences, Magna Graecia University, Catanzaro, Italy.
Hum Brain Mapp. 2019 Apr 15;40(6):1729-1737. doi: 10.1002/hbm.24484. Epub 2018 Nov 26.
Progressive supranuclear palsy (PSP) is a neurodegenerative disorder characterized by white matter (WM) changes in different supra- and infratentorial brain structures. We used track density imaging (TDI) to characterize WM microstructural alterations in patients with PSP-Richardson's Syndrome (PSP-RS). Moreover, we investigated the diagnostic utility of TDI in distinguishing patients with PSP-RS from those with Parkinson's disease and healthy controls (HC). Twenty PSP-RS patients, 21 PD patients, and 23 HC underwent a 3 T MRI diffusion-weighted (DW) imaging. Then, we combined constrained spherical deconvolution and WM probabilistic tractography to reconstruct track density maps by calculating the number of WM streamlines traversing each voxel. Voxel-wise analysis was performed to assess group differences in track density maps. A support vector machine (SVM) approach was also used to evaluate the performance of TDI for discriminating between groups. Relative to PD patients, decreases in track density in PSP-RS patients were found in brainstem, cerebellum, thalamus, corpus callosum, and corticospinal tract. Similar findings were obtained between PSP-RS patients and HC. No differences in TDI were observed between PD and HC. SVM approach based on whole-brain analysis differentiated PD patients from PSP-RS with an area under the curve (AUC) of 0.82. The AUC reached a value of 0.98 considering only the voxels belonging to the superior cerebellar peduncle. This study shows that TDI may represent a useful approach for characterizing WM alterations in PSP-RS patients. Moreover, track density decrease in PSP could be considered a new feature for the differentiation of patients with PSP-RS from those with PD.
进行性核上性麻痹(PSP)是一种神经退行性疾病,其特征是不同的幕上和幕下脑结构的白质(WM)变化。我们使用轨迹密度成像(TDI)来描述 PSP-Richardson 综合征(PSP-RS)患者的 WM 微观结构改变。此外,我们还研究了 TDI 在区分 PSP-RS 患者与帕金森病患者和健康对照(HC)方面的诊断效用。20 名 PSP-RS 患者、21 名 PD 患者和 23 名 HC 接受了 3T MRI 弥散加权(DW)成像。然后,我们结合约束球解卷积和 WM 概率追踪技术,通过计算穿过每个体素的 WM 轨迹数量来重建轨迹密度图。进行体素水平分析以评估轨迹密度图在组间的差异。还使用支持向量机(SVM)方法评估 TDI 区分组间的性能。与 PD 患者相比,PSP-RS 患者的脑干、小脑、丘脑、胼胝体和皮质脊髓束的轨迹密度降低。PSP-RS 患者和 HC 之间也有类似的发现。PD 和 HC 之间的 TDI 没有差异。基于全脑分析的 SVM 方法区分 PD 患者和 PSP-RS 的曲线下面积(AUC)为 0.82。仅考虑属于上小脑脚的体素时,AUC 值达到 0.98。这项研究表明,TDI 可能是一种描述 PSP-RS 患者 WM 改变的有用方法。此外,PSP 中的轨迹密度降低可被视为区分 PSP-RS 患者与 PD 患者的新特征。