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通过弥散张量成像确定发育中的大脑皮层内的轴突和树突的方向分布。

Determination of axonal and dendritic orientation distributions within the developing cerebral cortex by diffusion tensor imaging.

机构信息

Center of Functionally Integrative Neuroscience, Aarhus University Hospital, 8000 Aarhus, Denmark.

出版信息

IEEE Trans Med Imaging. 2012 Jan;31(1):16-32. doi: 10.1109/TMI.2011.2162099. Epub 2011 Jul 14.

Abstract

As neurons of the developing brain form functional circuits, they undergo morphological differentiation. In immature cerebral cortex, radially-oriented cellular processes of undifferentiated neurons impede water diffusion parallel, but not perpendicular, to the pial surface, as measured via diffusion-weighted magnetic resonance imaging, and give rise to water diffusion anisotropy. As the cerebral cortex matures, the loss of water diffusion anisotropy accompanies cellular morphological differentiation. A quantitative relationship is proposed here to relate water diffusion anisotropy measurements directly to characteristics of neuronal morphology. This expression incorporates the effects of local diffusion anisotropy within cellular processes, as well as the effects of anisotropy in the orientations of cellular processes. To obtain experimental support for the proposed relationship, tissue from 13 and 31 day-old ferrets was stained using the rapid Golgi technique, and the 3-D orientation distribution of neuronal processes was characterized using confocal microscopic examination of reflected visible light images. Coregistration of the MRI and Golgi data enables a quantitative evaluation of the proposed theory, and excellent agreement with the theoretical results, as well as agreement with previously published values for locally-induced water diffusion anisotropy and volume fraction of the neuropil, is observed.

摘要

随着大脑发育中的神经元形成功能性回路,它们会经历形态学分化。在不成熟的大脑皮层中,未分化神经元的放射状细胞突起会阻碍与软脑膜表面平行但不垂直的水扩散,这可以通过扩散加权磁共振成像来测量,并导致水扩散各向异性。随着大脑皮层的成熟,水扩散各向异性的丧失伴随着细胞形态学分化。本文提出了一种定量关系,可将水扩散各向异性测量值直接与神经元形态特征联系起来。该表达式结合了细胞突起内局部扩散各向异性的影响,以及细胞突起方向各向异性的影响。为了获得对所提出关系的实验支持,使用快速高尔基技术对 13 日龄和 31 日龄雪貂的组织进行染色,并使用反射可见光图像的共聚焦显微镜检查来描述神经元过程的 3-D 取向分布。将 MRI 和高尔基数据进行配准,可以对所提出的理论进行定量评估,并且与理论结果非常吻合,与之前发表的局部诱导水扩散各向异性和神经毡体积分数的值也吻合。

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