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Research ArticleADULT BRAIN
Open Access

Utility of a Multiparametric Quantitative MRI Model That Assesses Myelin and Edema for Evaluating Plaques, Periplaque White Matter, and Normal-Appearing White Matter in Patients with Multiple Sclerosis: A Feasibility Study

A. Hagiwara, M. Hori, K. Yokoyama, M.Y. Takemura, C. Andica, K.K. Kumamaru, M. Nakazawa, N. Takano, H. Kawasaki, S. Sato, N. Hamasaki, A. Kunimatsu and S. Aoki
American Journal of Neuroradiology February 2017, 38 (2) 237-242; DOI: https://doi.org/10.3174/ajnr.A4977
A. Hagiwara
aFrom the Department of Radiology (A.H., A.K.), Graduate School of Medicine, University of Tokyo, Tokyo, Japan
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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M. Hori
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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K. Yokoyama
cNeurology (K.Y.), Juntendo University School of Medicine, Tokyo, Japan
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M.Y. Takemura
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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C. Andica
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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K.K. Kumamaru
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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M. Nakazawa
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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N. Takano
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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H. Kawasaki
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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S. Sato
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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N. Hamasaki
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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A. Kunimatsu
aFrom the Department of Radiology (A.H., A.K.), Graduate School of Medicine, University of Tokyo, Tokyo, Japan
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S. Aoki
bDepartments of Radiology (A.H., M.H., M.Y.T., C.A., K.K.K., M.N., N.T., H.K., S.S., N.H., S.A.)
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Abstract

BACKGROUND AND PURPOSE: T1 and T2 values and proton density can now be quantified on the basis of a single MR acquisition. The myelin and edema in a voxel can also be estimated from these values. The purpose of this study was to evaluate a multiparametric quantitative MR imaging model that assesses myelin and edema for characterizing plaques, periplaque white matter, and normal-appearing white matter in patients with MS.

MATERIALS AND METHODS: We examined 3T quantitative MR imaging data from 21 patients with MS. The myelin partial volume, excess parenchymal water partial volume, the inverse of T1 and transverse T2 relaxation times (R1, R2), and proton density were compared among plaques, periplaque white matter, and normal-appearing white matter.

RESULTS: All metrics differed significantly across the 3 groups (P < .001). Those in plaques differed most from those in normal-appearing white matter. The percentage changes of the metrics in plaques and periplaque white matter relative to normal-appearing white matter were significantly more different from zero for myelin partial volume (mean, −61.59 ± 20.28% [plaque relative to normal-appearing white matter], and mean, −10.51 ± 11.41% [periplaque white matter relative to normal-appearing white matter]), and excess parenchymal water partial volume (13.82 × 103 ± 49.47 × 103% and 51.33 × 102 ± 155.31 × 102%) than for R1 (−35.23 ± 13.93% and −6.08 ± 8.66%), R2 (−21.06 ± 11.39% and −4.79 ± 6.79%), and proton density (23.37 ± 10.30% and 3.37 ± 4.24%).

CONCLUSIONS: Multiparametric quantitative MR imaging captures white matter damage in MS. Myelin partial volume and excess parenchymal water partial volume are more sensitive to the MS disease process than R1, R2, and proton density.

ABBREVIATIONS:

EDSS
Expanded Disability Status Scale
NAWM
normal-appearing white matter
PD
proton density
PWM
periplaque white matter
VCL
cellular partial volume
VEPW
excess parenchymal water partial volume
VFW
free water partial volume
VMY
myelin partial volume
%BPVEPW
the percentage of excess parenchymal water volume in brain parenchyma
%BPVMY
the percentage of myelin volume in brain parenchyma
QRAPMASTER
quantification of relaxation times and proton density by multiecho acquisition of a saturation-recovery using turbo spin-echo readout
R1 and R2
inverse of T1 and transverse T2 relaxation times
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American Journal of Neuroradiology: 38 (2)
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A. Hagiwara, M. Hori, K. Yokoyama, M.Y. Takemura, C. Andica, K.K. Kumamaru, M. Nakazawa, N. Takano, H. Kawasaki, S. Sato, N. Hamasaki, A. Kunimatsu, S. Aoki
Utility of a Multiparametric Quantitative MRI Model That Assesses Myelin and Edema for Evaluating Plaques, Periplaque White Matter, and Normal-Appearing White Matter in Patients with Multiple Sclerosis: A Feasibility Study
American Journal of Neuroradiology Feb 2017, 38 (2) 237-242; DOI: 10.3174/ajnr.A4977

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Utility of a Multiparametric Quantitative MRI Model That Assesses Myelin and Edema for Evaluating Plaques, Periplaque White Matter, and Normal-Appearing White Matter in Patients with Multiple Sclerosis: A Feasibility Study
A. Hagiwara, M. Hori, K. Yokoyama, M.Y. Takemura, C. Andica, K.K. Kumamaru, M. Nakazawa, N. Takano, H. Kawasaki, S. Sato, N. Hamasaki, A. Kunimatsu, S. Aoki
American Journal of Neuroradiology Feb 2017, 38 (2) 237-242; DOI: 10.3174/ajnr.A4977
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