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Imaging crossing fibers in mouse, pig, monkey, and human brain using small-angle X-ray scattering
Marios Georgiadis1, Miriam Menzel2, Jan A Reuter3
1Department of Radiology, Stanford School of Medicine, Stanford, CA, USA; Institute for Biomedical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland.
Acta Biomaterialia
|April 25, 2023
Summary
Small-angle X-ray scattering (SAXS) uniquely detects myelinated nerve fiber crossings in the brain. This non-destructive method validates other imaging techniques for mapping neuronal connectivity.
Area of Science:
- Neuroscience
- Biophysics
- Medical Imaging
Background:
- Accurate mapping of the brain's structural connectome requires resolving complex nerve fiber trajectories, including crossings.
- Current methods like diffusion MRI can struggle with specificity and accurately detecting these crossings.
- Myelinated axons, crucial for signal transmission, possess a unique structural periodicity exploitable for specific detection.
Purpose of the Study:
- To demonstrate the capability of small-angle X-ray scattering (SAXS) for specifically detecting myelinated axon fiber crossings.
- To validate SAXS as a potential ground truth method for neuroimaging.
- To explore the application of SAXS in various species and compare it with existing techniques.
Main Methods:
- Utilized small-angle X-ray scattering (SAXS) to probe the myelin sheath's periodicity.
- Created artificial double- and triple-crossing fiber geometries using human corpus callosum strips.
- Applied SAXS to ex vivo brain tissue from mouse, pig, vervet monkey, and human.
Main Results:
- SAXS successfully detected artificial and in vivo myelinated, axon-specific fiber crossings.
- Results were compared with polarized light imaging, tracer experiments, and diffusion MRI, highlighting SAXS's specificity.
- Demonstrated SAXS's capability for 3D sampling and high-resolution analysis of fiber orientations.
Conclusions:
- SAXS offers a non-destructive, myelin-specific method for resolving nerve fiber crossings.
- This technique can serve as a gold standard for validating other neuroimaging modalities.
- SAXS has the potential to significantly advance the accuracy of structural connectome mapping.
Keywords:
Animal and human brainCrossing fibersDiffusion MRIFiber orientation mappingHuman hippocampusImaging myelinated axonsMouse/pig/vervet monkey brainScanning small-angle X-ray scattering (SAXS)
