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Clinical Correlations of Brain Lesion Location in Multiple Sclerosis: Voxel-Based Analysis of a Large Clinical Trial Dataset

机译:多发性硬化症脑病变位置的临床相关性:基于体素的大型临床试验数据集分析

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There is a limited correlation between white matter (WM) lesion load as determined by magnetic resonance imaging and disability in multiple sclerosis (MS). The reasons for this so-called clinico-radiological paradox are diverse and may, at least partly, relate to the fact that not just the overall lesion burden, but also the exact anatomical location of lesions predict the severity and type of disability. We aimed at studying the relationship between lesion distribution and disability using a voxel-based lesion probability mapping approach in a very large dataset of MS patients. T2-weighted lesion masks of 2348 relapsing-remitting MS patients were spatially normalized to standard stereotaxic space by non-linear registration. Relations between supratentorial WM lesion locations and disability measures were assessed using a non-parametric ANCOVA (Expanded Disability Status Scale [EDSS]; Multiple Sclerosis Functional Composite, and subscores; Modified Fatigue Impact Scale) or multinomial ordinal logistic regression (EDSS functional subscores). Data from 1907 (81%) patients were included in the analysis because of successful registration. The lesion mapping showed similar areas to be associated with the different disability scales: periventricular regions in temporal, frontal, and limbic lobes were predictive, mainly affecting the posterior thalamic radiation, the anterior, posterior, and superior parts of the corona radiata. In summary, significant associations between lesion location and clinical scores were found in periventricular areas. Such lesion clusters appear to be associated with impairment of different physical and cognitive abilities, probably because they affect commissural and long projection fibers, which are relevant WM pathways supporting many different brain functions.
机译:白体(WM)病变负载之间存在有限的相关性,如多发性硬化(MS)中的磁共振成像和残疾。这种所谓的临床放射性悖论的原因是多元化的,并且至少部分地有关不仅是整体病变负担的事实,而且还涉及病变的确切解剖定位预测残疾的严重程度和类型。我们旨在使用基于体素的病变概率映射方法在MS患者的非常大的数据集中研究病变分布和残疾之间的关系。将2348的T2加权病变面膜复制延迟MS患者通过非线性登记在空间上标准化为标准立体空间。使用非参数ancova评估了超级文章WM病变位置和残疾措施的关系(扩展残疾状态规模[EDSS];多发性硬化功能复合和亚科;修改疲劳冲击量表)或多项式序数逻辑回归(EDSS功能子分类)。由于登记成功,1907年(81%)患者的数据包括在分析中。病变映射显示出与不同残疾尺度相关的相似区域:颞下,正面和肢体裂片中的脑室区域是预测的,主要影响了电晕辐射的后丘陵辐射,前部,后部和优质部件。总之,病变位置与临床评分之间的显着关联在脑室区域中发现。这种病变集群似乎与不同的物理和认知能力的损害有关,可能是因为它们影响了通信和长投影纤维,这是支持许多不同脑功能的相关WM途径。

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