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Structural MRI correlates of cognitive impairment in patients with multiple sclerosis

机译:多发性硬化症患者认知障碍的结构MRI相关性

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摘要

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. . © 2016 Wiley Periodicals, Inc.
机译:在多中心环境中,我们将基于体素的方法应用于不同的结构MR成像方式,以定义局灶性病变,正常出现的白质(NAWM)和灰质(GM)损伤的相对贡献,以及它们对认知缺陷的区域分布,以及多发性硬化症(MS)患者特定认知域的损害。已获得机构审查委员会的批准以及所有参与者的书面知情同意。从七个中心的61位复发缓解型MS患者和61位健康对照(HC)中收集了标准化的神经心理学评估以及常规的,张量张量和大脑体积MRI序列。 ≥2个异常测试的患者被视为认知障碍(CI)。使用体素法评估局灶性病变的分布,GM和WM萎缩以及WM显微结构损伤。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名(38%)MS患者为CI。与认知保留(CP)相比,CI MS患者的左丘脑,右海马和顶叶区的GM萎缩。他们还显示出几个WM道萎缩,主要位于大脑后部区域,并且存在广泛的WM扩散异常。与认知相关的WM道中的WM扩散异常,然后与认知相关的GM区萎缩,说明了整体性认知障碍。 NAWM和GM损伤的可变模式与所选认知领域的缺陷相关。在多中心环境中,结构化,多参数,体素MRI方法是可行的。需要结合不同的成像方式来评估和监测MS的认知障碍。 。 ©2016 Wiley Periodicals,Inc.

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