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Voxel-based Morphometry of Brain MRI in Normal Aging and Alzheimer’s Disease

机译:正常衰老和阿尔茨海默氏病患者脑部MRI的基于体素的形态计量学

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Voxel-based morphometry (VBM) using structural brain MRI has been widely used for assessment of normal aging and Alzheimer’s disease (AD). VBM of MRI data comprises segmentation into gray matter, white matter, and cerebrospinal fluid partitions, anatomical standardization of all the images to the same stereotactic space using linear affine transformation and further non-linear warping, smoothing, and finally performing a statistical analysis. Two techniques for VBM are commonly used, optimized VBM using statistical parametric mapping (SPM) 2 or SPM5 with non-linear warping based on discrete cosine transforms and SPM8 plus non-linear warping based on diffeomorphic anatomical registration using exponentiated Lie algebra (DARTEL). In normal aging, most cortical regions prominently in frontal and insular areas have been reported to show age-related gray matter atrophy. In contrast, specific structures such as amygdala, hippocampus, and thalamus have been reported to be preserved in normal aging. On the other hand, VBM studies have demonstrated progression of atrophy mapping upstream to Braak’s stages of neurofibrillary tangle deposition in AD. The earliest atrophy takes place in medial temporal structures. Stand-alone VBM software using SPM8 plus DARTEL running on Windows has been newly developed as an adjunct to the clinical assessment of AD. This software provides a Z-score map as a consequence of comparison of a patient’s MRI with a normal database
机译:使用结构脑MRI的基于体素的形态测量(VBM)已被广泛用于评估正常衰老和阿尔茨海默氏病(AD)。 MRI数据的VBM包括分割成灰质,白质和脑脊液分区,使用线性仿射变换和进一步的非线性扭曲,平滑处理,将所有图像解剖标准化到相同的立体定向空间,最后进行统计分析。常用的两种VBM技术是使用统计参数映射(SPM)2或SPM5的优化VBM,以及基于离散余弦变换的非线性扭曲和SPM8以及基于指数幂李代数(DARTEL)的基于微变解剖配准的非线性扭曲。在正常衰老中,据报道额叶和岛状区域的大多数皮质区域显示出与年龄相关的灰质萎缩。相比之下,据报道在正常衰老中可以保留诸如杏仁核,海马和丘脑等特定结构。另一方面,VBM研究表明,萎缩向上游映射到AD的Braak神经纤维缠结沉积阶段。最早的萎缩发生在颞内侧结构中。作为AD临床评估的辅助手段,新开发了在Windows上运行的使用SPM8和DARTEL的独立VBM软件。通过将患者的MRI与正常数据库进行比较,该软件可提供Z评分图

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