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Noninvasive quantification of axon radii using diffusion MRI

Axon caliber plays a crucial role in determining conduction velocity and, consequently, in the timing and synchronization of neural activation. Noninvasive measurement of axon radii could have significant impact on the understanding of healthy and diseased neural processes. Until now, accurate axon...

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Autores principales: Veraart, Jelle, Nunes, Daniel, Rudrapatna, Umesh, Fieremans, Els, Jones, Derek K, Novikov, Dmitry S, Shemesh, Noam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015669/
https://www.ncbi.nlm.nih.gov/pubmed/32048987
http://dx.doi.org/10.7554/eLife.49855
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author Veraart, Jelle
Nunes, Daniel
Rudrapatna, Umesh
Fieremans, Els
Jones, Derek K
Novikov, Dmitry S
Shemesh, Noam
author_facet Veraart, Jelle
Nunes, Daniel
Rudrapatna, Umesh
Fieremans, Els
Jones, Derek K
Novikov, Dmitry S
Shemesh, Noam
author_sort Veraart, Jelle
collection PubMed
description Axon caliber plays a crucial role in determining conduction velocity and, consequently, in the timing and synchronization of neural activation. Noninvasive measurement of axon radii could have significant impact on the understanding of healthy and diseased neural processes. Until now, accurate axon radius mapping has eluded in vivo neuroimaging, mainly due to a lack of sensitivity of the MRI signal to micron-sized axons. Here, we show how – when confounding factors such as extra-axonal water and axonal orientation dispersion are eliminated – heavily diffusion-weighted MRI signals become sensitive to axon radii. However, diffusion MRI is only capable of estimating a single metric, the effective radius, representing the entire axon radius distribution within a voxel that emphasizes the larger axons. Our findings, both in rodents and humans, enable noninvasive mapping of critical information on axon radii, as well as resolve the long-standing debate on whether axon radii can be quantified.
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spelling pubmed-70156692020-02-13 Noninvasive quantification of axon radii using diffusion MRI Veraart, Jelle Nunes, Daniel Rudrapatna, Umesh Fieremans, Els Jones, Derek K Novikov, Dmitry S Shemesh, Noam eLife Neuroscience Axon caliber plays a crucial role in determining conduction velocity and, consequently, in the timing and synchronization of neural activation. Noninvasive measurement of axon radii could have significant impact on the understanding of healthy and diseased neural processes. Until now, accurate axon radius mapping has eluded in vivo neuroimaging, mainly due to a lack of sensitivity of the MRI signal to micron-sized axons. Here, we show how – when confounding factors such as extra-axonal water and axonal orientation dispersion are eliminated – heavily diffusion-weighted MRI signals become sensitive to axon radii. However, diffusion MRI is only capable of estimating a single metric, the effective radius, representing the entire axon radius distribution within a voxel that emphasizes the larger axons. Our findings, both in rodents and humans, enable noninvasive mapping of critical information on axon radii, as well as resolve the long-standing debate on whether axon radii can be quantified. eLife Sciences Publications, Ltd 2020-02-12 /pmc/articles/PMC7015669/ /pubmed/32048987 http://dx.doi.org/10.7554/eLife.49855 Text en © 2020, Veraart et al http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Neuroscience
Veraart, Jelle
Nunes, Daniel
Rudrapatna, Umesh
Fieremans, Els
Jones, Derek K
Novikov, Dmitry S
Shemesh, Noam
Noninvasive quantification of axon radii using diffusion MRI
title Noninvasive quantification of axon radii using diffusion MRI
title_full Noninvasive quantification of axon radii using diffusion MRI
title_fullStr Noninvasive quantification of axon radii using diffusion MRI
title_full_unstemmed Noninvasive quantification of axon radii using diffusion MRI
title_short Noninvasive quantification of axon radii using diffusion MRI
title_sort noninvasive quantification of axon radii using diffusion mri
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015669/
https://www.ncbi.nlm.nih.gov/pubmed/32048987
http://dx.doi.org/10.7554/eLife.49855
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