Axonal T<sub>2</sub> estimation using the spherical variance of the strongly diffusion-weighted MRI signal.

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Version: Final published version
License: CC BY 4.0
Serval ID
serval:BIB_CD032BC9286C
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
Axonal T<sub>2</sub> estimation using the spherical variance of the strongly diffusion-weighted MRI signal.
Journal
Magnetic resonance imaging
Author(s)
Pizzolato M., Andersson M., Canales-Rodríguez E.J., Thiran J.P., Dyrby T.B.
ISSN
1873-5894 (Electronic)
ISSN-L
0730-725X
Publication state
Published
Issued date
02/2022
Peer-reviewed
Oui
Volume
86
Pages
118-134
Language
english
Notes
Publication types: Journal Article ; Research Support, Non-U.S. Gov't
Publication Status: ppublish
Abstract
In magnetic resonance imaging, the application of a strong diffusion weighting suppresses the signal contributions from the less diffusion-restricted constituents of the brain's white matter, thus enabling the estimation of the transverse relaxation time T <sub>2</sub> that arises from the more diffusion-restricted constituents such as the axons. However, the presence of cell nuclei and vacuoles can confound the estimation of the axonal T <sub>2</sub> , as diffusion within those structures is also restricted, causing the corresponding signal to survive the strong diffusion weighting. We devise an estimator of the axonal T <sub>2</sub> based on the directional spherical variance of the strongly diffusion-weighted signal. The spherical variance T <sub>2</sub> estimates are insensitive to the presence of isotropic contributions to the signal like those provided by cell nuclei and vacuoles. We show that with a strong diffusion weighting these estimates differ from those obtained using the directional spherical mean of the signal which contains both axonal and isotropically-restricted contributions. Our findings hint at the presence of an MRI-visible isotropically-restricted contribution to the signal in the white matter ex vivo fixed tissue (monkey) at 7T, and do not allow us to discard such a possibility also for in vivo human data collected with a clinical 3T system.
Keywords
Axons, Brain/diagnostic imaging, Diffusion Magnetic Resonance Imaging/methods, Magnetic Resonance Imaging, White Matter/diagnostic imaging, Axon, Diffusion, Dot, MRI, Powder averaging, Spherical mean, Spherical variance, T(2), Transverse relaxation
Pubmed
Web of science
Open Access
Yes
Create date
11/12/2021 13:54
Last modification date
14/11/2023 8:21
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