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August 23, 2016; 87 (8) Article

Quantitative MRI in hypomyelinating disorders

Correlation with motor handicap

Marjan E. Steenweg, Nicole I. Wolf, Wessel N. van Wieringen, Frederik Barkhof, Marjo S. van der Knaap, Petra J.W. Pouwels
First published July 20, 2016, DOI: https://doi.org/10.1212/WNL.0000000000003000
Marjan E. Steenweg
From the Department of Child Neurology (M.E.S., N.I.W., M.S.v.d.K.), VU University Medical Center, and Neuroscience Campus Amsterdam; Department of Clinical Epidemiology and Biostatistics (W.N.v.W.), VU University Medical Center; Department of Mathematics (W.N.v.W.), and Department of Functional Genomics, Center for Neurogenomics and Cognitive Research (M.S.v.d.K., P.J.W.P.), VU University, Amsterdam; and Departments of Radiology (F.B.) and Physics and Medical Technology (P.J.W.P.), VU University Medical Center, Amsterdam, the Netherlands.
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Nicole I. Wolf
From the Department of Child Neurology (M.E.S., N.I.W., M.S.v.d.K.), VU University Medical Center, and Neuroscience Campus Amsterdam; Department of Clinical Epidemiology and Biostatistics (W.N.v.W.), VU University Medical Center; Department of Mathematics (W.N.v.W.), and Department of Functional Genomics, Center for Neurogenomics and Cognitive Research (M.S.v.d.K., P.J.W.P.), VU University, Amsterdam; and Departments of Radiology (F.B.) and Physics and Medical Technology (P.J.W.P.), VU University Medical Center, Amsterdam, the Netherlands.
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Wessel N. van Wieringen
From the Department of Child Neurology (M.E.S., N.I.W., M.S.v.d.K.), VU University Medical Center, and Neuroscience Campus Amsterdam; Department of Clinical Epidemiology and Biostatistics (W.N.v.W.), VU University Medical Center; Department of Mathematics (W.N.v.W.), and Department of Functional Genomics, Center for Neurogenomics and Cognitive Research (M.S.v.d.K., P.J.W.P.), VU University, Amsterdam; and Departments of Radiology (F.B.) and Physics and Medical Technology (P.J.W.P.), VU University Medical Center, Amsterdam, the Netherlands.
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Frederik Barkhof
From the Department of Child Neurology (M.E.S., N.I.W., M.S.v.d.K.), VU University Medical Center, and Neuroscience Campus Amsterdam; Department of Clinical Epidemiology and Biostatistics (W.N.v.W.), VU University Medical Center; Department of Mathematics (W.N.v.W.), and Department of Functional Genomics, Center for Neurogenomics and Cognitive Research (M.S.v.d.K., P.J.W.P.), VU University, Amsterdam; and Departments of Radiology (F.B.) and Physics and Medical Technology (P.J.W.P.), VU University Medical Center, Amsterdam, the Netherlands.
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Marjo S. van der Knaap
From the Department of Child Neurology (M.E.S., N.I.W., M.S.v.d.K.), VU University Medical Center, and Neuroscience Campus Amsterdam; Department of Clinical Epidemiology and Biostatistics (W.N.v.W.), VU University Medical Center; Department of Mathematics (W.N.v.W.), and Department of Functional Genomics, Center for Neurogenomics and Cognitive Research (M.S.v.d.K., P.J.W.P.), VU University, Amsterdam; and Departments of Radiology (F.B.) and Physics and Medical Technology (P.J.W.P.), VU University Medical Center, Amsterdam, the Netherlands.
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Petra J.W. Pouwels
From the Department of Child Neurology (M.E.S., N.I.W., M.S.v.d.K.), VU University Medical Center, and Neuroscience Campus Amsterdam; Department of Clinical Epidemiology and Biostatistics (W.N.v.W.), VU University Medical Center; Department of Mathematics (W.N.v.W.), and Department of Functional Genomics, Center for Neurogenomics and Cognitive Research (M.S.v.d.K., P.J.W.P.), VU University, Amsterdam; and Departments of Radiology (F.B.) and Physics and Medical Technology (P.J.W.P.), VU University Medical Center, Amsterdam, the Netherlands.
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Citation
Quantitative MRI in hypomyelinating disorders
Correlation with motor handicap
Marjan E. Steenweg, Nicole I. Wolf, Wessel N. van Wieringen, Frederik Barkhof, Marjo S. van der Knaap, Petra J.W. Pouwels
Neurology Aug 2016, 87 (8) 752-758; DOI: 10.1212/WNL.0000000000003000

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Abstract

Objective: To assess the correlation of tissue parameters estimated by quantitative magnetic resonance (MR) techniques and motor handicap in patients with hypomyelination.

Methods: Twenty-eight patients with different causes of hypomyelination (12 males, 16 females; mean age 10 years) and 61 controls (33 males, 28 females; mean age 8 years) were prospectively investigated. We quantified T2 relaxation time, magnetization transfer ratio, fractional anisotropy, mean, axial, and radial diffusivities, and brain metabolites. We performed measurements in the splenium, parietal deep white matter, and corticospinal tracts in the centrum semiovale. We further analyzed diffusion measures using tract-based spatial statistics. We estimated severity of motor handicap by the gross motor function classification system. We evaluated correlation of handicap with MR measures by linear regression analyses.

Results: Fractional anisotropy, magnetization transfer ratio, choline, and N-acetylaspartate/creatine ratio were lower and diffusivities, T2 values, and inositol were higher in patients than in controls. Tract-based spatial statistics showed that these changes were widespread for fractional anisotropy (96% of the white matter skeleton), radial (93%) and mean (84%) diffusivity, and less so for axial diffusivity (20%). Correlation with handicap yielded radial diffusivity and N-acetylaspartate/creatine ratio as strongest independent explanatory variables.

Conclusions: Gross motor function classification system grades are in part explained by MR measures. They indicate that mainly lack of myelin and, to a lesser degree, loss of axonal integrity codetermine the degree of motor handicap in patients with hypomyelinating disorders. These MR measures can be used to evaluate strategies that are aimed at promotion of myelination.

GLOSSARY

AD=
axial diffusivity;
CSI=
chemical shift imaging;
DTI=
diffusion tensor imaging;
FA=
fractional anisotropy;
GMFCS=
gross motor function classification system;
MD=
mean diffusivity;
MR=
magnetic resonance;
MTR=
magnetization transfer ratio;
NAA=
N-acetylaspartylglutamate;
RD=
radial diffusivity;
ROI=
region of interest;
TBSS=
tract-based spatial statistics;
TE=
echo time;
TFCE=
threshold-free cluster enhancement;
TR=
repetition time;
WM=
white matter

Footnotes

  • Go to Neurology.org for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • ↵* These authors contributed equally to this work as senior authors.

  • Supplemental data at Neurology.org

  • Editorial, page 748

  • Received November 11, 2015.
  • Accepted in final form March 12, 2016.
  • © 2016 American Academy of Neurology
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