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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleAdult Brain
Open Access

Analysis of White Matter Damage in Patients with Multiple Sclerosis via a Novel In Vivo MR Method for Measuring Myelin, Axons, and G-Ratio

A. Hagiwara, M. Hori, K. Yokoyama, M. Nakazawa, R. Ueda, M. Horita, C. Andica, O. Abe and S. Aoki
American Journal of Neuroradiology October 2017, 38 (10) 1934-1940; DOI: https://doi.org/10.3174/ajnr.A5312
A. Hagiwara
aFrom the Departments of Radiology (A.H., M. Hori., M.N., R.U., M. Horita, C.A., S.A.)
cDepartment of Radiology (A.H., O.A.), Graduate School of Medicine, University of Tokyo, Tokyo, Japan
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M. Hori
aFrom the Departments of Radiology (A.H., M. Hori., M.N., R.U., M. Horita, C.A., S.A.)
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K. Yokoyama
bNeurology (K.Y.), Juntendo University School of Medicine, Tokyo, Japan
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M. Nakazawa
aFrom the Departments of Radiology (A.H., M. Hori., M.N., R.U., M. Horita, C.A., S.A.)
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R. Ueda
aFrom the Departments of Radiology (A.H., M. Hori., M.N., R.U., M. Horita, C.A., S.A.)
dDepartment of Radiological Sciences (R.U.), Graduate School of Human Health Sciences, Tokyo Metropolitan University, Tokyo, Japan.
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M. Horita
aFrom the Departments of Radiology (A.H., M. Hori., M.N., R.U., M. Horita, C.A., S.A.)
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C. Andica
aFrom the Departments of Radiology (A.H., M. Hori., M.N., R.U., M. Horita, C.A., S.A.)
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O. Abe
cDepartment of Radiology (A.H., O.A.), Graduate School of Medicine, University of Tokyo, Tokyo, Japan
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S. Aoki
aFrom the Departments of Radiology (A.H., M. Hori., M.N., R.U., M. Horita, C.A., S.A.)
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Abstract

BACKGROUND AND PURPOSE: Myelin and axon volume fractions can now be estimated via MR imaging in vivo, as can the g-ratio, which equals the ratio of the inner to the outer diameter of a nerve fiber. The purpose of this study was to evaluate WM damage in patients with MS via this novel MR imaging technique.

MATERIALS AND METHODS: Twenty patients with relapsing-remitting MS with a combined total of 149 chronic plaques were analyzed. Myelin volume fraction was calculated based on simultaneous tissue relaxometry. Intracellular and CSF compartment volume fractions were quantified via neurite orientation dispersion and density imaging. Axon volume fraction and g-ratio were calculated by combining these measurements. Myelin and axon volume fractions and g-ratio were measured in plaques, periplaque WM, and normal-appearing WM.

RESULTS: All metrics differed significantly across the 3 groups (P < .001, except P = .027 for g-ratio between periplaque WM and normal-appearing WM). Those in plaques differed most from those in normal-appearing WM. The percentage changes in plaque and periplaque WM metrics relative to normal-appearing WM were significantly larger in absolute value for myelin volume fraction than for axon volume fraction and g-ratio (P < .001, except P = .033 in periplaque WM relative to normal-appearing WM for comparison between myelin and axon volume fraction).

CONCLUSIONS: In this in vivo MR imaging study, the myelin of WM was more damaged than axons in plaques and periplaque WM of patients with MS. Myelin and axon volume fractions and g-ratio may potentially be useful for evaluating WM damage in patients with MS.

ABBREVIATIONS:

AVF
axon volume fraction
EDSS
Expanded Disability Status Scale
MVF
myelin volume fraction
NAWM
normal-appearing white matter
NODDI
neurite orientation dispersion and density imaging
PD
proton density
PWM
periplaque white matter
Vic
volume fraction of the intracellular compartment
Vec
volume fraction of the extracellular compartment
Viso
volume fraction of the CSF compartment
  • © 2017 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 38 (10)
American Journal of Neuroradiology
Vol. 38, Issue 10
1 Oct 2017
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Cite this article
A. Hagiwara, M. Hori, K. Yokoyama, M. Nakazawa, R. Ueda, M. Horita, C. Andica, O. Abe, S. Aoki
Analysis of White Matter Damage in Patients with Multiple Sclerosis via a Novel In Vivo MR Method for Measuring Myelin, Axons, and G-Ratio
American Journal of Neuroradiology Oct 2017, 38 (10) 1934-1940; DOI: 10.3174/ajnr.A5312

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Analysis of White Matter Damage in Patients with Multiple Sclerosis via a Novel In Vivo MR Method for Measuring Myelin, Axons, and G-Ratio
A. Hagiwara, M. Hori, K. Yokoyama, M. Nakazawa, R. Ueda, M. Horita, C. Andica, O. Abe, S. Aoki
American Journal of Neuroradiology Oct 2017, 38 (10) 1934-1940; DOI: 10.3174/ajnr.A5312
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Cited By...

  • Rationale and design of the brain magnetic resonance imaging protocol for FutureMS: a longitudinal multi-centre study of newly diagnosed patients with relapsing-remitting multiple sclerosis in Scotland
  • Myelin and Axonal Damage in Normal-Appearing White Matter in Patients with Moyamoya Disease
  • Myelin Imaging Can Be Affected by a Number of Factors
  • Imaging G-Ratio in Multiple Sclerosis Using High-Gradient Diffusion MRI and Macromolecular Tissue Volume
  • White Matter Abnormalities in Multiple Sclerosis Evaluated by Quantitative Synthetic MRI, Diffusion Tensor Imaging, and Neurite Orientation Dispersion and Density Imaging
  • Improving the Quality of Synthetic FLAIR Images with Deep Learning Using a Conditional Generative Adversarial Network for Pixel-by-Pixel Image Translation
  • Effect of Gadolinium on the Estimation of Myelin and Brain Tissue Volumes Based on Quantitative Synthetic MRI
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