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Improved Turnaround Times | Median time to first decision: 12 days

Research ArticleAdult Brain

Diffusional Kurtosis Imaging of the Corticospinal Tract in Multiple Sclerosis: Association with Neurologic Disability

M.V. Spampinato, M.R. Kocher, J.H. Jensen, J.A. Helpern, H.R. Collins and N.U. Hatch
American Journal of Neuroradiology August 2017, 38 (8) 1494-1500; DOI: https://doi.org/10.3174/ajnr.A5225
M.V. Spampinato
aFrom the Department of Radiology and Radiological Science (M.V.S., M.R.K., J.H.J., J.A.H., H.R.C., N.U.H.)
bCenter for Biomedical Imaging (M.V.S., J.H.J., J.A.H.), Medical University of South Carolina, Charleston, South Carolina.
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M.R. Kocher
aFrom the Department of Radiology and Radiological Science (M.V.S., M.R.K., J.H.J., J.A.H., H.R.C., N.U.H.)
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J.H. Jensen
aFrom the Department of Radiology and Radiological Science (M.V.S., M.R.K., J.H.J., J.A.H., H.R.C., N.U.H.)
bCenter for Biomedical Imaging (M.V.S., J.H.J., J.A.H.), Medical University of South Carolina, Charleston, South Carolina.
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J.A. Helpern
aFrom the Department of Radiology and Radiological Science (M.V.S., M.R.K., J.H.J., J.A.H., H.R.C., N.U.H.)
bCenter for Biomedical Imaging (M.V.S., J.H.J., J.A.H.), Medical University of South Carolina, Charleston, South Carolina.
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H.R. Collins
aFrom the Department of Radiology and Radiological Science (M.V.S., M.R.K., J.H.J., J.A.H., H.R.C., N.U.H.)
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N.U. Hatch
aFrom the Department of Radiology and Radiological Science (M.V.S., M.R.K., J.H.J., J.A.H., H.R.C., N.U.H.)
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    Fig 1.

    White matter lesion mask (yellow) of a representative patient with multiple sclerosis overlaid on axial (A) and coronal (B) mean fractional anisotropy images. The mean fractional anisotropy skeleton (green) and the Johns Hopkins University White Matter Tractography Atlas corticospinal tract (red) are overlaid onto the mean axial (C) and coronal (A) fractional anisotropy images. The white matter skeleton was obtained with FSL Tract-Based Spatial Statistics. The corticospinal tract VOIs were obtained from the white matter skeleton with the Johns Hopkins University White Matter Tractography Atlas, after masking out T2 hyperintense areas of individual patients. All images are in the Montreal Neurological Institute standard space.

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    Fig 2.

    Scatterplots for the Expanded Disability Status Scale at the time of the brain MR imaging versus radial diffusivity (A) and radial kurtosis (C) of the corticospinal tracts, and EDSS at the follow-up visit 12 months after the brain MR imaging versus radial diffusivity (B) and radial kurtosis (D) of the corticospinal tracts in patients with MS.

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    Table 1:

    Patient clinical characteristics and imaging metrics

    Entire CohortPatients with 12-Month Follow-Up
    No. of subjects4028
    Sex (F/M)33/724/4
    Age (mean) (yr)42.9 ± 12.542.1 ± 13.1
    EDSS0 (mean)3.4 ± 1.93.6 ± 2
    EDSS12 m (mean)4.2 ± 2.3
    MS type (RR/SP/unknown/PP)32/2/5/123/1/3/1
    Disease duration (mean) (yr)8.0 ± 6.46.9 ± 4.5
    T2 lesion load (mean) (mL)21.3 ± 22.823.3 ± 26.0
    CST FA (mean)0.44 ± 0.030.44 ± 0.03
    CST MD (mean)0.94 ± 0.060.93 ± 0.06
    CST λ⊥ (mean)0.70 ± 0.060.70 ± 0.06
    CST (mean)1.41 ± 0.071.40 ± 0.07
    CST MK (mean)1.17 ± 0.061.17 ± 0.06
    CST K⊥ (mean)1.60 ± 0.151.60 ± 0.14
    CST K‖ (mean)0.96 ± 0.050.97 ± 0.05
    • Note:—RR indicates relapsing-remitting MS; SP, secondary-progressive MS; PP, primary-progressive MS.

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    Table 2:

    Correlations between EDSS and age, T2 lesion volume, and diffusion metrics

    Diffusion MetricsEDSS0EDSS12 m
    rP ValuearP Valuea
    Age0.47.0090.38.003
    T2 lesion volume0.38.0180.23.117
    MD0.41.0180.45.018
    λ‖0.34.0230.45.018
    λ⊥0.41.0180.41.023
    FA−0.36.022−0.30.063
    MK−0.29.046−0.42.023
    K‖−0.25.063−0.36.040
    K⊥−0.42.018−0.56.009
    • ↵a P values were corrected for multiple comparisons with the false discovery rate method.

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    Table 3:

    Linear regression analyses: coefficients table

    EDSS0EDSS12 m
    βP ValueβP Value
    (Constant).022<.001
    Age.399.007.172.347
    CST MK.074.811.257.432
    CST K‖.055.774.006.979
    CST K⊥−.329.023−.562.002
    T2 lesion volume.153.355−.141.491
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American Journal of Neuroradiology: 38 (8)
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M.V. Spampinato, M.R. Kocher, J.H. Jensen, J.A. Helpern, H.R. Collins, N.U. Hatch
Diffusional Kurtosis Imaging of the Corticospinal Tract in Multiple Sclerosis: Association with Neurologic Disability
American Journal of Neuroradiology Aug 2017, 38 (8) 1494-1500; DOI: 10.3174/ajnr.A5225

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Diffusional Kurtosis Imaging of the Corticospinal Tract in Multiple Sclerosis: Association with Neurologic Disability
M.V. Spampinato, M.R. Kocher, J.H. Jensen, J.A. Helpern, H.R. Collins, N.U. Hatch
American Journal of Neuroradiology Aug 2017, 38 (8) 1494-1500; DOI: 10.3174/ajnr.A5225
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