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散射光成像:以亚微米分辨率解析全脑切片中神经纤维交叉的亚结构。

Scattered Light Imaging: Resolving the substructure of nerve fiber crossings in whole brain sections with micrometer resolution.

机构信息

Institute of Neuroscience and Medicine (INM-1), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, Jülich 52425, Germany.

Institute of Neuroscience and Medicine (INM-1), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, Jülich 52425, Germany.

出版信息

Neuroimage. 2021 Jun;233:117952. doi: 10.1016/j.neuroimage.2021.117952. Epub 2021 Mar 11.

Abstract

For developing a detailed network model of the brain based on image reconstructions, it is necessary to spatially resolve crossing nerve fibers. The accuracy hereby depends on many factors, including the spatial resolution of the imaging technique. 3D Polarized Light Imaging (3D-PLI) allows the three-dimensional reconstruction of nerve fiber tracts in whole brain sections with micrometer in-plane resolution, but leaves uncertainties in pixels containing crossing fibers. Here we introduce Scattered Light Imaging (SLI) to resolve the substructure of nerve fiber crossings. The measurement is performed on the same unstained histological brain sections as in 3D-PLI. By illuminating the brain sections from different angles and measuring the transmitted (scattered) light under normal incidence, light intensity profiles are obtained that are characteristic for the underlying brain tissue structure. We have developed a fully automated evaluation of the intensity profiles, allowing the user to extract various characteristics, like the individual directions of in-plane crossing nerve fibers, for each image pixel at once. We validate the reconstructed nerve fiber directions against results from previous simulation studies, scatterometry measurements, and fiber directions obtained from 3D-PLI. We demonstrate in different brain samples (human optic tracts, vervet monkey brain, rat brain) that the 2D fiber directions can be reliably reconstructed for up to three crossing nerve fiber bundles in each image pixel with an in-plane resolution of up to 6.5 μm. We show that SLI also yields reliable fiber directions in brain regions with low 3D-PLI signals coming from regions with a low density of myelinated nerve fibers or out-of-plane fibers. This makes Scattered Light Imaging a promising new imaging technique, providing crucial information about the organization of crossing nerve fibers in the brain.

摘要

为了基于图像重建开发详细的大脑网络模型,有必要对交叉神经纤维进行空间分辨。准确性在此取决于许多因素,包括成像技术的空间分辨率。3D 偏光成像(3D-PLI)允许以微米级的面内分辨率对整个脑切片中的神经纤维束进行三维重建,但在包含交叉纤维的像素中存在不确定性。在这里,我们引入散射光成像(SLI)来解析神经纤维交叉的亚结构。该测量是在与 3D-PLI 相同的未染色组织学脑切片上进行的。通过从不同角度照明脑切片并在正入射下测量透射(散射)光,获得了特征在于基础脑组织结构的光强分布。我们已经开发了一种完全自动化的强度分布评估方法,允许用户立即提取每个图像像素的各种特征,例如面内交叉神经纤维的各个方向。我们将重建的神经纤维方向与以前的模拟研究、散射测量和从 3D-PLI 获得的纤维方向的结果进行了比较。我们在不同的脑样本(人视神经束、长尾猕猴脑、大鼠脑)中证明,对于每个图像像素中多达三个交叉神经纤维束,在高达 6.5μm 的面内分辨率下,可以可靠地重建 2D 纤维方向。我们表明,SLI 还可以在 3D-PLI 信号较低的脑区中提供可靠的纤维方向,这些脑区来自髓鞘神经纤维密度较低或不在平面内的纤维。这使得散射光成像成为一种很有前途的新成像技术,为大脑中交叉神经纤维的组织提供了关键信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa3b/8204277/c15f2445ec42/fx1.jpg

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