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Research ArticleSpine Imaging and Spine Image-Guided Interventions
Open Access

MRI Atlas-Based Measurement of Spinal Cord Injury Predicts Outcome in Acute Flaccid Myelitis

D.B. McCoy, J.F. Talbott, Michael Wilson, M.D. Mamlouk, J. Cohen-Adad, Mark Wilson and J. Narvid
American Journal of Neuroradiology December 2016, DOI: https://doi.org/10.3174/ajnr.A5044
D.B. McCoy
From the Department of Radiology and Biomedical Imaging (D.B.M., J.F.T., M.D.M., Mark Wilson, J.N.), University of California, San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Brain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada; Functional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada; and Department of Neurology (Michael Wilson), University of California, San Francisco.
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J.F. Talbott
From the Department of Radiology and Biomedical Imaging (D.B.M., J.F.T., M.D.M., Mark Wilson, J.N.), University of California, San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Brain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada; Functional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada; and Department of Neurology (Michael Wilson), University of California, San Francisco.
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Michael Wilson
From the Department of Radiology and Biomedical Imaging (D.B.M., J.F.T., M.D.M., Mark Wilson, J.N.), University of California, San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Brain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada; Functional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada; and Department of Neurology (Michael Wilson), University of California, San Francisco.
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M.D. Mamlouk
From the Department of Radiology and Biomedical Imaging (D.B.M., J.F.T., M.D.M., Mark Wilson, J.N.), University of California, San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Brain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada; Functional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada; and Department of Neurology (Michael Wilson), University of California, San Francisco.
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J. Cohen-Adad
From the Department of Radiology and Biomedical Imaging (D.B.M., J.F.T., M.D.M., Mark Wilson, J.N.), University of California, San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Brain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada; Functional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada; and Department of Neurology (Michael Wilson), University of California, San Francisco.
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Mark Wilson
From the Department of Radiology and Biomedical Imaging (D.B.M., J.F.T., M.D.M., Mark Wilson, J.N.), University of California, San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Brain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada; Functional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada; and Department of Neurology (Michael Wilson), University of California, San Francisco.
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J. Narvid
From the Department of Radiology and Biomedical Imaging (D.B.M., J.F.T., M.D.M., Mark Wilson, J.N.), University of California, San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Brain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada; Functional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada; and Department of Neurology (Michael Wilson), University of California, San Francisco.
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Abstract

BACKGROUND AND PURPOSE: Recent advances in spinal cord imaging analysis have led to the development of a robust anatomic template and atlas incorporated into an open-source platform referred to as the Spinal Cord Toolbox. Using the Spinal Cord Toolbox, we sought to correlate measures of GM, WM, and cross-sectional area pathology on T2 MR imaging with motor disability in patients with acute flaccid myelitis.

MATERIALS AND METHODS: Spinal cord imaging for 9 patients with acute flaccid myelitis was analyzed by using the Spinal Cord Toolbox. A semiautomated pipeline using the Spinal Cord Toolbox measured lesion involvement in GM, WM, and total spinal cord cross-sectional area. Proportions of GM, WM, and cross-sectional area affected by T2 hyperintensity were calculated across 3 ROIs: 1) center axial section of lesion; 2) full lesion segment; and 3) full cord atlas volume. Spearman rank order correlation was calculated to compare MR metrics with clinical measures of disability.

RESULTS: Proportion of GM metrics at the center axial section significantly correlated with measures of motor impairment upon admission (r [9] = −0.78; P = .014) and at 3-month follow-up (r [9] = −0.66; P = .05). Further, proportion of GM extracted across the full lesion segment significantly correlated with initial motor impairment (r [9] = −0.74, P = .024). No significant correlation was found for proportion of WM or proportion of cross-sectional area with clinical disability.

CONCLUSIONS: Atlas-based measures of proportion of GM T2 signal abnormality measured on a single axial MR imaging section and across the full lesion segment correlate with motor impairment and outcome in patients with acute flaccid myelitis. This is the first atlas-based study to correlate clinical outcomes with segmented measures of T2 signal abnormality in the spinal cord.

Abbreviations

%CSA
proportion of cross-sectional area
%GM
proportion of gray matter
%WM
proportion of white matter
AFM
acute flaccid myelitis
EV
enterovirus
MRC
Medical Research Council
SC
spinal cord
SCT
Spinal Cord Toolbox
  • © 2017 American Society of Neuroradiology

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Cite this article
D.B. McCoy, J.F. Talbott, Michael Wilson, M.D. Mamlouk, J. Cohen-Adad, Mark Wilson, J. Narvid
MRI Atlas-Based Measurement of Spinal Cord Injury Predicts Outcome in Acute Flaccid Myelitis
American Journal of Neuroradiology Dec 2016, DOI: 10.3174/ajnr.A5044

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MRI Atlas-Based Measurement of Spinal Cord Injury Predicts Outcome in Acute Flaccid Myelitis
D.B. McCoy, J.F. Talbott, Michael Wilson, M.D. Mamlouk, J. Cohen-Adad, Mark Wilson, J. Narvid
American Journal of Neuroradiology Dec 2016, DOI: 10.3174/ajnr.A5044
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