论文标题
散射光成像:解决整个脑部分辨率的神经纤维交叉点的子结构
Scattered Light Imaging: Resolving the substructure of nerve fiber crossings in whole brain sections with micrometer resolution
论文作者
论文摘要
为了基于图像重建开发大脑的详细网络模型,有必要在空间上解决越过神经纤维。其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偏振光成像(3D-PLI)允许在整个脑部中使用微米内分辨率重建神经纤维区域,但在包含交叉纤维的像素中留下了不确定性。在这里,我们引入散射的光成像(SLI)来解决神经纤维交叉的子结构。该测量在与3D-PLI中相同的未染色的组织学脑切片上进行。通过从不同角度照亮脑部切片并测量正常入射率下的(散射)光线,SLI提供了有关基础神经纤维结构的信息。已经开发了对所得的光强度轮廓的全自动评估,使用户可以一次为每个图像像素提取各种特征,例如平面内交叉神经纤维的单个方向。我们根据先前的模拟研究,散射法测量和从3D-PLI获得的纤维方向验证重建的神经纤维方向。我们在不同的大脑样品(人视线,Vervet猴子大脑,大鼠脑)中证明了2D纤维方向可以可靠地重建,以在每个图像像素中最多三个交叉神经纤维束,并具有最高6.5 $ $ $ m的平面分辨率。我们表明,SLI还产生可靠的纤维方向,其大脑区域的3D-PLI信号来自来自低密度骨髓神经纤维或平面外纤维的区域。结合3D-PLI,该技术可用于全面重建大脑中三维神经纤维结构。
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, SLI provides information about the underlying nerve fiber structure. A fully automated evaluation of the resulting light intensity profiles has been developed, 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 $μ$m. 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. In combination with 3D-PLI, the technique can be used for a full reconstruction of the three-dimensional nerve fiber architecture in the brain.