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Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm

The effective transverse relaxation rate (R(2)*) is sensitive to the microstructure of the human brain like the g-ratio which characterises the relative myelination of axons. However, the fibre-orientation dependence of R(2)* degrades its reproducibility and any microstructural derivative measure. T...

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Autores principales: Fritz, Francisco J., Mordhorst, Laurin, Ashtarayeh, Mohammad, Periquito, Joao, Pohlmann, Andreas, Morawski, Markus, Jaeger, Carsten, Niendorf, Thoralf, Pine, Kerrin J., Callaghan, Martina F., Weiskopf, Nikolaus, Mohammadi, Siawoosh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491021/
https://www.ncbi.nlm.nih.gov/pubmed/37694109
http://dx.doi.org/10.3389/fnins.2023.1133086
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author Fritz, Francisco J.
Mordhorst, Laurin
Ashtarayeh, Mohammad
Periquito, Joao
Pohlmann, Andreas
Morawski, Markus
Jaeger, Carsten
Niendorf, Thoralf
Pine, Kerrin J.
Callaghan, Martina F.
Weiskopf, Nikolaus
Mohammadi, Siawoosh
author_facet Fritz, Francisco J.
Mordhorst, Laurin
Ashtarayeh, Mohammad
Periquito, Joao
Pohlmann, Andreas
Morawski, Markus
Jaeger, Carsten
Niendorf, Thoralf
Pine, Kerrin J.
Callaghan, Martina F.
Weiskopf, Nikolaus
Mohammadi, Siawoosh
author_sort Fritz, Francisco J.
collection PubMed
description The effective transverse relaxation rate (R(2)*) is sensitive to the microstructure of the human brain like the g-ratio which characterises the relative myelination of axons. However, the fibre-orientation dependence of R(2)* degrades its reproducibility and any microstructural derivative measure. To estimate its orientation-independent part (R(2,iso)*) from single multi-echo gradient-recalled-echo (meGRE) measurements at arbitrary orientations, a second-order polynomial in time model (hereafter M2) can be used. Its linear time-dependent parameter, β(1), can be biophysically related to R(2,iso)* when neglecting the myelin water (MW) signal in the hollow cylinder fibre model (HCFM). Here, we examined the performance of M2 using experimental and simulated data with variable g-ratio and fibre dispersion. We found that the fitted β(1) can estimate R(2,iso)* using meGRE with long maximum-echo time (TE(max) ≈ 54 ms), but not accurately captures its microscopic dependence on the g-ratio (error 84%). We proposed a new heuristic expression for β(1) that reduced the error to 12% for ex vivo compartmental R(2) values. Using the new expression, we could estimate an MW fraction of 0.14 for fibres with negligible dispersion in a fixed human optic chiasm for the ex vivo compartmental R(2) values but not for the in vivo values. M2 and the HCFM-based simulations failed to explain the measured R(2)*-orientation-dependence around the magic angle for a typical in vivo meGRE protocol (with TE(max) ≈ 18 ms). In conclusion, further validation and the development of movement-robust in vivo meGRE protocols with TE(max) ≈ 54 ms are required before M2 can be used to estimate R(2,iso)* in subjects.
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spelling pubmed-104910212023-09-09 Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm Fritz, Francisco J. Mordhorst, Laurin Ashtarayeh, Mohammad Periquito, Joao Pohlmann, Andreas Morawski, Markus Jaeger, Carsten Niendorf, Thoralf Pine, Kerrin J. Callaghan, Martina F. Weiskopf, Nikolaus Mohammadi, Siawoosh Front Neurosci Neuroscience The effective transverse relaxation rate (R(2)*) is sensitive to the microstructure of the human brain like the g-ratio which characterises the relative myelination of axons. However, the fibre-orientation dependence of R(2)* degrades its reproducibility and any microstructural derivative measure. To estimate its orientation-independent part (R(2,iso)*) from single multi-echo gradient-recalled-echo (meGRE) measurements at arbitrary orientations, a second-order polynomial in time model (hereafter M2) can be used. Its linear time-dependent parameter, β(1), can be biophysically related to R(2,iso)* when neglecting the myelin water (MW) signal in the hollow cylinder fibre model (HCFM). Here, we examined the performance of M2 using experimental and simulated data with variable g-ratio and fibre dispersion. We found that the fitted β(1) can estimate R(2,iso)* using meGRE with long maximum-echo time (TE(max) ≈ 54 ms), but not accurately captures its microscopic dependence on the g-ratio (error 84%). We proposed a new heuristic expression for β(1) that reduced the error to 12% for ex vivo compartmental R(2) values. Using the new expression, we could estimate an MW fraction of 0.14 for fibres with negligible dispersion in a fixed human optic chiasm for the ex vivo compartmental R(2) values but not for the in vivo values. M2 and the HCFM-based simulations failed to explain the measured R(2)*-orientation-dependence around the magic angle for a typical in vivo meGRE protocol (with TE(max) ≈ 18 ms). In conclusion, further validation and the development of movement-robust in vivo meGRE protocols with TE(max) ≈ 54 ms are required before M2 can be used to estimate R(2,iso)* in subjects. Frontiers Media S.A. 2023-08-25 /pmc/articles/PMC10491021/ /pubmed/37694109 http://dx.doi.org/10.3389/fnins.2023.1133086 Text en Copyright © 2023 Fritz, Mordhorst, Ashtarayeh, Periquito, Pohlmann, Morawski, Jaeger, Niendorf, Pine, Callaghan, Weiskopf and Mohammadi. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Fritz, Francisco J.
Mordhorst, Laurin
Ashtarayeh, Mohammad
Periquito, Joao
Pohlmann, Andreas
Morawski, Markus
Jaeger, Carsten
Niendorf, Thoralf
Pine, Kerrin J.
Callaghan, Martina F.
Weiskopf, Nikolaus
Mohammadi, Siawoosh
Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm
title Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm
title_full Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm
title_fullStr Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm
title_full_unstemmed Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm
title_short Fiber-orientation independent component of R(2)* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm
title_sort fiber-orientation independent component of r(2)* obtained from single-orientation mri measurements in simulations and a post-mortem human optic chiasm
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491021/
https://www.ncbi.nlm.nih.gov/pubmed/37694109
http://dx.doi.org/10.3389/fnins.2023.1133086
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