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The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter

PURPOSE: To investigate the effect of realistic microstructural geometry on the susceptibility‐weighted MR signal in white matter (WM), with application to demyelination. METHODS: Previous work has modeled susceptibility‐weighted signals under the assumption that axons are cylindrical. In this study...

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Autores principales: Xu, Tianyou, Foxley, Sean, Kleinnijenhuis, Michiel, Chen, Way Cherng, Miller, Karla L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6585669/
https://www.ncbi.nlm.nih.gov/pubmed/28394030
http://dx.doi.org/10.1002/mrm.26689
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author Xu, Tianyou
Foxley, Sean
Kleinnijenhuis, Michiel
Chen, Way Cherng
Miller, Karla L.
author_facet Xu, Tianyou
Foxley, Sean
Kleinnijenhuis, Michiel
Chen, Way Cherng
Miller, Karla L.
author_sort Xu, Tianyou
collection PubMed
description PURPOSE: To investigate the effect of realistic microstructural geometry on the susceptibility‐weighted MR signal in white matter (WM), with application to demyelination. METHODS: Previous work has modeled susceptibility‐weighted signals under the assumption that axons are cylindrical. In this study, we explored the implications of this assumption by considering the effect of more realistic geometries. A three‐compartment WM model incorporating relevant properties based on the literature was used to predict the MR signal. Myelinated axons were modeled with several cross‐sectional geometries of increasing realism: nested circles, warped/elliptical circles, and measured axonal geometries from electron micrographs. Signal simulations from the different microstructural geometries were compared with measured signals from a cuprizone mouse model with varying degrees of demyelination. RESULTS: Simulation results suggest that axonal geometry affects the MR signal. Predictions with realistic models were significantly different compared with circular models under the same microstructural tissue properties, for simulations with and without diffusion. CONCLUSION: The geometry of axons affects the MR signal significantly. Literature estimates of myelin susceptibility, which are based on fitting biophysical models to the MR signal, are likely to be biased by the assumed geometry, as will any derived microstructural properties. Magn Reson Med 79:489–500, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
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spelling pubmed-65856692019-06-27 The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter Xu, Tianyou Foxley, Sean Kleinnijenhuis, Michiel Chen, Way Cherng Miller, Karla L. Magn Reson Med Full Papers—Biophysics and Basic Biomedical Research PURPOSE: To investigate the effect of realistic microstructural geometry on the susceptibility‐weighted MR signal in white matter (WM), with application to demyelination. METHODS: Previous work has modeled susceptibility‐weighted signals under the assumption that axons are cylindrical. In this study, we explored the implications of this assumption by considering the effect of more realistic geometries. A three‐compartment WM model incorporating relevant properties based on the literature was used to predict the MR signal. Myelinated axons were modeled with several cross‐sectional geometries of increasing realism: nested circles, warped/elliptical circles, and measured axonal geometries from electron micrographs. Signal simulations from the different microstructural geometries were compared with measured signals from a cuprizone mouse model with varying degrees of demyelination. RESULTS: Simulation results suggest that axonal geometry affects the MR signal. Predictions with realistic models were significantly different compared with circular models under the same microstructural tissue properties, for simulations with and without diffusion. CONCLUSION: The geometry of axons affects the MR signal significantly. Literature estimates of myelin susceptibility, which are based on fitting biophysical models to the MR signal, are likely to be biased by the assumed geometry, as will any derived microstructural properties. Magn Reson Med 79:489–500, 2018. © 2017 International Society for Magnetic Resonance in Medicine. John Wiley and Sons Inc. 2017-04-10 2018-01 /pmc/articles/PMC6585669/ /pubmed/28394030 http://dx.doi.org/10.1002/mrm.26689 Text en © 2017 The Authors Magnetic Resonance in Medicine published by John Wiley & Sons Ltd on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Full Papers—Biophysics and Basic Biomedical Research
Xu, Tianyou
Foxley, Sean
Kleinnijenhuis, Michiel
Chen, Way Cherng
Miller, Karla L.
The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter
title The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter
title_full The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter
title_fullStr The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter
title_full_unstemmed The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter
title_short The effect of realistic geometries on the susceptibility‐weighted MR signal in white matter
title_sort effect of realistic geometries on the susceptibility‐weighted mr signal in white matter
topic Full Papers—Biophysics and Basic Biomedical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6585669/
https://www.ncbi.nlm.nih.gov/pubmed/28394030
http://dx.doi.org/10.1002/mrm.26689
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