Preziosa Paolo, Rocca Maria A, Pagani Elisabetta, Stromillo Maria Laura, Enzinger Christian, Gallo Antonio, Hulst Hanneke E, Atzori Matteo, Pareto Deborah, Riccitelli Gianna C, Copetti Massimiliano, De Stefano Nicola, Fazekas Franz, Bisecco Alvino, Barkhof Frederik, Yousry Tarek A, Arévalo Maria J, Filippi Massimo
Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
Department of Neurology, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
Hum Brain Mapp. 2016 Apr;37(4):1627-44. doi: 10.1002/hbm.23125. Epub 2016 Feb 2.
In a multicenter setting, we applied voxel-based methods to different structural MR imaging modalities to define the relative contributions of focal lesions, normal-appearing white matter (NAWM), and gray matter (GM) damage and their regional distribution to cognitive deficits as well as impairment of specific cognitive domains in multiple sclerosis (MS) patients. Approval of the institutional review boards was obtained, together with written informed consent from all participants. Standardized neuropsychological assessment and conventional, diffusion tensor and volumetric brain MRI sequences were collected from 61 relapsing-remitting MS patients and 61 healthy controls (HC) from seven centers. Patients with ≥2 abnormal tests were considered cognitively impaired (CI). The distribution of focal lesions, GM and WM atrophy, and microstructural WM damage were assessed using voxel-wise approaches. A random forest analysis identified the best imaging predictors of global cognitive impairment and deficits of specific cognitive domains. Twenty-three (38%) MS patients were CI. Compared with cognitively preserved (CP), CI MS patients had GM atrophy of the left thalamus, right hippocampus and parietal regions. They also showed atrophy of several WM tracts, mainly located in posterior brain regions and widespread WM diffusivity abnormalities. WM diffusivity abnormalities in cognitive-relevant WM tracts followed by atrophy of cognitive-relevant GM regions explained global cognitive impairment. Variable patterns of NAWM and GM damage were associated with deficits in selected cognitive domains. Structural, multiparametric, voxel-wise MRI approaches are feasible in a multicenter setting. The combination of different imaging modalities is needed to assess and monitor cognitive impairment in MS.
在多中心研究中,我们将基于体素的方法应用于不同的结构磁共振成像模式,以确定局灶性病变、正常外观白质(NAWM)和灰质(GM)损伤的相对贡献及其区域分布对多发性硬化症(MS)患者认知缺陷以及特定认知领域损害的影响。获得了机构审查委员会的批准,并得到了所有参与者的书面知情同意。从七个中心的61例复发缓解型MS患者和61例健康对照(HC)中收集了标准化神经心理学评估以及常规、扩散张量和容积脑MRI序列。≥2项异常测试的患者被认为存在认知障碍(CI)。使用基于体素的方法评估局灶性病变、GM和WM萎缩以及微观结构WM损伤的分布。随机森林分析确定了全球认知障碍和特定认知领域缺陷的最佳影像学预测指标。23例(38%)MS患者存在CI。与认知保留(CP)的患者相比,CI MS患者左侧丘脑、右侧海马和顶叶区域存在GM萎缩。他们还表现出几条WM束的萎缩,主要位于脑后部区域以及广泛的WM扩散异常。认知相关WM束中的WM扩散异常继之以认知相关GM区域的萎缩解释了全球认知障碍。NAWM和GM损伤的不同模式与选定认知领域的缺陷相关。基于体素的结构、多参数MRI方法在多中心研究中是可行的。需要结合不同的成像模式来评估和监测MS中的认知障碍。