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

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 February 2017, 38 (2) 410-417; DOI: https://doi.org/10.3174/ajnr.A5044
D.B. McCoy
aFrom 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
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J.F. Talbott
aFrom 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
bBrain and Spinal Injury Center (J.F.T.), Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
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Michael Wilson
eDepartment of Neurology (Michael Wilson), University of California, San Francisco.
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M.D. Mamlouk
aFrom 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
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J. Cohen-Adad
cInstitute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique Montreal, Montreal, Quebec, Canada
dFunctional Neuroimaging Unit (J.C.-A.), CRIUGM, University of Montreal, Montreal, Quebec, Canada
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Mark Wilson
aFrom 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
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J. Narvid
aFrom 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
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  • Fig 1.
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    Fig 1.

    Steps for registering patient 5 (acute flaccid paralysis) to template. A, Red circles indicate manual marking of anatomic features C1 and C8. Blue lines indicate axial sections illustrated in far right grid. B, Manual masking of SC centerline was done at each axial section because of signal hyperintensity interfering with automatic reconstruction of centerline. C, MNI-Poly-AMU T2-weighted template. D, SC straightening using thin-plate spline interpolation. E, Labeling of vertebral levels after registering to template and warping back to native space. F, Sagittal view of GM and WM probabilistic atlas after registering to template and warping back to native space. Far right grid, Output of template-based atlas. Column 1, Automatic vertebral body labeling and SC space. Column 2, Probabilistic masks of WM. Column 3, Probabilistic masks of GM. Column 4, Probabilistic masks of GM and WM overlaid.

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    Fig 2.

    MR imaging of patient 1. A, Sagittal plane T2-weighted image centered on lesion. B, Overlay of binary thresholded image for lesion and T2-weighted sagittal image. C, Axial T2-weighted image at lesion center. D, Overlay of binary thresholded image for lesion and T2-weighted axial image.

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    Fig 3.

    First row, Axial T2 image from center of lesion. Second row: Probabilistic GM (orange) and WM (blue) map overlaid on thresholded axial T2 image from lesion center. Lesion Center indicates %WM and %GM weighted average metrics at axial lesion center. Lesion Segment indicates %WM and %GM weighted average metrics for lesion segment. Full Cord Atlas Volume indicates %WM and %GM weighted average metrics for full cord atlas volume. CSA Lesion Center indicates %CSA weighted average metrics at axial lesion center. CSA Lesion Segment indicates %CSA weighted average metrics at lesion segment.

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    Fig 4.

    Scatterplots of numeric outcome of initial strength or improvement in strength MRC score by %GM or %WM injury (weighted average metric ranking) separated by analysis types (lesion center and lesion segment).

Tables

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  • Clinical description of 9 patients with AFM used in analysis

    Patient No.Age, yrSexLimb WeaknessMRC Composite ScoreEnterovirus DetectedMRC Score at Follow-UpDischarge DiagnosisDays to MRI
    13MRight UE11NP swab2Disease due to EV9
    27MBilateral LE20None3Encephalomyelitis, paraesthesia/hyperestheia14
    34FBilateral LE9None1Flaccid paralysis, unspecified2
    48MRight UE9NP swab0Acute flaccid paralysis13
    527MBilateral LE1Serum3Virus-related myelitis6
    68FLeft UE16None2Viral meningitis11
    724MBilateral LE24None3Meningomyelitis5
    810MLeft UE18None2Postinfectious mycoplasma transverse myelitis3
    92FLeft UE3None1Hopkins syndrome1
    • Note:—LE, lower extremities; NP, nasophyryngeal; UE, upper extremities.

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American Journal of Neuroradiology: 38 (2)
American Journal of Neuroradiology
Vol. 38, Issue 2
1 Feb 2017
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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 Feb 2017, 38 (2) 410-417; 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 Feb 2017, 38 (2) 410-417; DOI: 10.3174/ajnr.A5044
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