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肌萎缩侧索硬化症的结构和功能大脑 MRI 的两年进展。

The two-year progression of structural and functional cerebral MRI in amyotrophic lateral sclerosis.

机构信息

Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences University of Oxford, Oxford, UK; Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.

Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.

出版信息

Neuroimage Clin. 2017 Dec 18;17:953-961. doi: 10.1016/j.nicl.2017.12.025. eCollection 2018.

Abstract

MRI has emerged as one of several urgently needed candidate disease progression biomarkers for the neurodegenerative disorder amyotrophic lateral sclerosis (ALS), not least due to its unique ability to non-invasively assess structural and functional cerebral pathology. We sought to identify the extent of detectable change in cerebral MRI metrics over a more prolonged period. Analysis of multi-modal MRI data was performed in a cohort of sixteen patients (13 ALS and 3 with primary lateral sclerosis) in whom it was possible to acquire six-monthly images over two years. Structural brain changes were assessed using voxel-based morphometry of grey matter and shape analysis of sub-cortical grey matter structures, tract-based spatial statistics of diffusion tensor imaging (DTI) metrics optimized for longitudinal analysis in the white matter, as well as whole brain voxel-wise statistics of DTI metrics. Changes in resting state functional MRI (rs-fMRI) were investigated via independent component and dual regression analyses of functional connectivity (FC), controlled for confounding effects of grey matter decline. Both linear changes with time and brain changes correlated with revised ALS functional rating score (ALSFRS-R) decline were studied. Widespread and progressive reductions in grey matter were observed in the precentral gyri and posterior cingulate cortex, as well as progressive local atrophy of the thalamus, caudate, and pallidum bilaterally, and right putamen, hippocampus and amygdala. The most prominent DTI tract-based changes were in the superior longitudinal fasciculi and corpus callosum. More widespread areas of DTI changes included the thalami and caudate nuclei, hippocampi and parahippocampal gyri, insular cortices, anterior and posterior cingulate gyri, frontal operculum and cerebellum. FC decreases were noted between the sensorimotor resting state network and the frontal pole, between a network comprising both thalami and an area in the visual cortex, in relation to both time from baseline and ALSFRS-R decline. FC increases between the left primary motor cortex and left fronto-parietal network were seen for both statistical approaches. A longer period of follow-up, though necessarily involving more slowly-progressive cases, demonstrated widespread changes in both grey and white matter structural MRI measures. The mixed picture of regional decreases and increases in FC is compatible with compensatory change, in what should be viewed as a brain-based disease characterised by larger-scale disintegration of motor and frontal projection cerebral networks.

摘要

MRI 已成为几种急需的神经退行性疾病肌萎缩侧索硬化症(ALS)疾病进展生物标志物候选者之一,这主要是因为它具有独特的能力,可以非侵入性地评估结构和功能脑病理学。我们试图确定在更长的时间内检测到的脑 MRI 指标的变化程度。对 16 名患者(13 名 ALS 和 3 名原发性侧索硬化症)的多模态 MRI 数据进行了分析,这些患者在两年内能够每 6 个月进行一次图像采集。使用基于体素的形态计量学对灰质进行分析,使用皮质下灰质结构的形状分析,对优化用于白质纵向分析的弥散张量成像(DTI)指标的基于束流的空间统计学方法,以及对 DTI 指标进行全脑体素统计学分析。通过独立成分和功能连接(FC)的双回归分析来研究静息状态功能 MRI(rs-fMRI)的变化,控制了灰质下降的混杂影响。研究了与修订后的 ALS 功能评定量表(ALSFRS-R)下降相关的线性时间变化和脑变化。观察到中央前回和后扣带回皮质的灰质广泛而进行性减少,以及双侧丘脑、尾状核和苍白球的进行性局部萎缩,以及右侧壳核、海马体和杏仁核。最突出的 DTI 束流变化发生在胼胝体上束和胼胝体。弥散张量成像变化更广泛的区域包括丘脑和尾状核、海马体和海马旁回、岛叶皮质、前后扣带回和额盖以及小脑。在感觉运动静息状态网络和额极之间,在包括丘脑和视觉皮层区域的网络之间,在与基线和 ALSFRS-R 下降的时间相关的情况下,均观察到功能连接(FC)的减少。使用两种统计方法均观察到左侧初级运动皮层与左侧额顶网络之间的 FC 增加。尽管需要涉及进展较慢的病例,但较长的随访时间显示出灰质和白质结构 MRI 测量的广泛变化。FC 的区域减少和增加的混合情况与代偿性变化是一致的,这应该被视为一种基于大脑的疾病,其特征是运动和额叶投射大脑网络的更大规模解体。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1aa/5752097/78ae0221141f/gr1.jpg

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