Retrieving neuronal orientations using 3D scanning SAXS and comparison with diffusion MRI.

作者: Marios Georgiadis , Aileen Schroeter , Zirui Gao , Manuel Guizar-Sicairos , Dmitry S. Novikov

DOI: 10.1016/J.NEUROIMAGE.2019.116214

关键词:

摘要: While diffusion MRI (dMRI) is currently the method of choice to non-invasively probe tissue microstructure and study structural connectivity in brain, its spatial resolution limited results need validation. Current ex vivo methods employed provide 3D fiber orientations have limitations, including tissue-distorting sample preparation, small field view or inability quantify orientation distributions. sections can be obtained from scanning small-angle X-ray scattering (3D sSAXS) by analyzing anisotropy signals. Here we adapt sSAXS for use brain tissue, exploiting high sensitivity SAXS signal ordered molecular structure myelin. We extend characterization vectors tensors, employ Funk-Radon-Transform converting information real space orientations, demonstrate feasibility thin mouse with minimal preparation. obtain a second rank tensor representing distribution function (fODF) every voxel, thereby generating fODF maps. Finally, illustrate potential comparing result same brain. show remarkably good correspondence, considering orthogonality two methods, i.e. different physical processes underlying serve as validation microstructural MRI, novel insights nervous system, given method's dMRI, myelin sheath's abundance, possibility extract myelin-specific perform micrometer-resolution scanning.

参考文章(77)
Dmitry S. Novikov, Jelle Veraart, Ileana O. Jelescu, Els Fieremans, Rotationally-invariant mapping of scalar and orientational metrics of neuronal microstructure with diffusion MRI. NeuroImage. ,vol. 174, pp. 518- 538 ,(2018) , 10.1016/J.NEUROIMAGE.2018.03.006
HB Stolp, G Ball, P-W So, J-D Tournier, M Jones, C Thornton, AD Edwards, None, Voxel-wise comparisons of cellular microstructure and diffusion-MRI in mouse hippocampus using 3D Bridging of Optically-clear histology with Neuroimaging Data (3D-BOND) Scientific Reports. ,vol. 8, pp. 4011- 4011 ,(2018) , 10.1038/S41598-018-22295-9
Mareike Töpperwien, Franziska van der Meer, Christine Stadelmann, Tim Salditt, Three-dimensional virtual histology of human cerebellum by X-ray phase-contrast tomography. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 115, pp. 6940- 6945 ,(2018) , 10.1073/PNAS.1801678115
Miguel Marin-Padilla, Teresa M. Marin-Padilla, Origin, prenatal development and structural organization of layer I of the human cerebral (motor) cortex. A Golgi study. Anatomy and Embryology. ,vol. 164, pp. 161- 206 ,(1982) , 10.1007/BF00318504
Benjamin Ades-Aron, Jelle Veraart, Peter Kochunov, Stephen McGuire, Paul Sherman, Elias Kellner, Dmitry S. Novikov, Els Fieremans, Evaluation of the accuracy and precision of the diffusion parameter EStImation with Gibbs and NoisE removal pipeline. NeuroImage. ,vol. 183, pp. 532- 543 ,(2018) , 10.1016/J.NEUROIMAGE.2018.07.066
Matthias Wieczorek, Florian Schaff, Christoph Jud, Daniela Pfeiffer, Franz Pfeiffer, Tobias Lasser, Brain Connectivity Exposed by Anisotropic X-ray Dark-field Tomography Scientific Reports. ,vol. 8, pp. 14345- 14345 ,(2018) , 10.1038/S41598-018-32023-Y
Zirui Gao, Manuel Guizar-Sicairos, Viviane Lutz-Bueno, Aileen Schröter, Marianne Liebi, Markus Rudin, Marios Georgiadis, High-speed tensor tomography: iterative reconstruction tensor tomography (IRTT) algorithm Acta Crystallographica Section A. ,vol. 75, pp. 223- 238 ,(2019) , 10.1107/S2053273318017394
D. L. D. CASPAR, DANIEL A. KIRSCHNER, Myelin membrane structure at 10 A resolution. Nature. ,vol. 231, pp. 46- 52 ,(1971) , 10.1038/NEWBIO231046A0
Elias Kellner, Bibek Dhital, Valerij G. Kiselev, Marco Reisert, Gibbs-ringing artifact removal based on local subvoxel-shifts. Magnetic Resonance in Medicine. ,vol. 76, pp. 1574- 1581 ,(2016) , 10.1002/MRM.26054
L.S. Chia, J.E. Thompson, M.A. Moscarello, Changes in lipid phase behaviour in human myelin during maturation and aging FEBS Letters. ,vol. 157, pp. 155- 158 ,(1983) , 10.1016/0014-5793(83)81136-3