Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, United Kingdom.
Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, United Kingdom; Department of Radiology, University of Chicago, United States.
Neuroimage. 2020 Nov 15;222:117216. doi: 10.1016/j.neuroimage.2020.117216. Epub 2020 Aug 1.
Susceptibility weighted magnetic resonance imaging (MRI) is sensitive to the local concentration of iron and myelin. Here, we describe a robust image processing pipeline for quantitative susceptibility mapping (QSM) and R2* mapping of fixed post-mortem, whole-brain data. Using this pipeline, we compare the resulting quantitative maps in brains from patients with amyotrophic lateral sclerosis (ALS) and controls, with validation against iron and myelin histology. Twelve post-mortem brains were scanned with a multi-echo gradient echo sequence at 7T, from which susceptibility and R2* maps were generated. Semi-quantitative histological analysis for ferritin (the principal iron storage protein) and myelin proteolipid protein was performed in the primary motor, anterior cingulate and visual cortices. Magnetic susceptibility and R2* values in primary motor cortex were higher in ALS compared to control brains. Magnetic susceptibility and R2* showed positive correlations with both myelin and ferritin estimates from histology. Four out of nine ALS brains exhibited clearly visible hyperintense susceptibility and R2* values in the primary motor cortex. Our results demonstrate the potential for MRI-histology studies in whole, fixed post-mortem brains to investigate the biophysical source of susceptibility weighted MRI signals in neurodegenerative diseases like ALS.
磁化率加权磁共振成像(MRI)对铁和髓鞘的局部浓度敏感。在这里,我们描述了一种用于固定死后全脑数据的定量磁化率映射(QSM)和 R2映射的强大图像处理管道。使用该管道,我们比较了肌萎缩侧索硬化症(ALS)患者和对照组大脑中的定量图谱,并与铁和髓鞘组织学进行了验证。12 个死后大脑在 7T 下用多回波梯度回波序列进行扫描,从中生成磁化率和 R2图谱。在初级运动、扣带前和视觉皮质中进行铁蛋白(主要的铁储存蛋白)和髓鞘蛋白脂蛋白的半定量组织学分析。与对照组大脑相比,初级运动皮质中的磁化率和 R2值在 ALS 中更高。磁化率和 R2与组织学中的髓鞘和铁蛋白估计值呈正相关。9 个 ALS 大脑中有 4 个在初级运动皮质中表现出明显的高磁化率和 R2*值。我们的结果表明,在整个固定的死后大脑中进行 MRI-组织学研究具有潜力,可以研究像 ALS 这样的神经退行性疾病中磁化率加权 MRI 信号的生物物理来源。