Department of Imaging Physics, Faculty of Applied Sciences, Delft University of Technology, Delft, Netherlands.
Institute of Neuroscience and Medicine (INM-1), Forschungszentrum Jülich GmbH, Jülich, Germany.
Elife. 2023 May 11;12:e84024. doi: 10.7554/eLife.84024.
Disentangling human brain connectivity requires an accurate description of nerve fiber trajectories, unveiled via detailed mapping of axonal orientations. However, this is challenging because axons can cross one another on a micrometer scale. Diffusion magnetic resonance imaging (dMRI) can be used to infer axonal connectivity because it is sensitive to axonal alignment, but it has limited spatial resolution and specificity. Scattered light imaging (SLI) and small-angle X-ray scattering (SAXS) reveal axonal orientations with microscopic resolution and high specificity, respectively. Here, we apply both scattering techniques on the same samples and cross-validate them, laying the groundwork for ground-truth axonal orientation imaging and validating dMRI. We evaluate brain regions that include unidirectional and crossing fibers in human and vervet monkey brain sections. SLI and SAXS quantitatively agree regarding in-plane fiber orientations including crossings, while dMRI agrees in the majority of voxels with small discrepancies. We further use SAXS and dMRI to confirm theoretical predictions regarding SLI determination of through-plane fiber orientations. Scattered light and X-ray imaging can provide quantitative micrometer 3D fiber orientations with high resolution and specificity, facilitating detailed investigations of complex fiber architecture in the animal and human brain.
解析人类大脑连接需要对神经纤维轨迹进行准确描述,这需要通过对轴突方向进行详细映射来揭示。然而,这具有挑战性,因为轴突在微米尺度上可以相互交叉。扩散磁共振成像(dMRI)可用于推断轴突连接,因为它对轴突排列敏感,但它的空间分辨率和特异性有限。散射光成像(SLI)和小角 X 射线散射(SAXS)分别以微观分辨率和高特异性揭示轴突方向。在这里,我们在相同的样本上应用这两种散射技术并对其进行交叉验证,为真实的轴突方向成像和验证 dMRI 奠定基础。我们评估了包括人类和长尾猕猴脑切片中单向和交叉纤维的脑区。SLI 和 SAXS 在包括交叉在内的平面内纤维方向上定量一致,而 dMRI 在大多数体素中一致,只有微小差异。我们进一步使用 SAXS 和 dMRI 来确认关于 SLI 确定的贯穿平面纤维方向的理论预测。散射光和 X 射线成像可以提供具有高分辨率和特异性的定量微米 3D 纤维方向,有助于对动物和人类大脑中的复杂纤维结构进行详细研究。