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Research ArticleAdult Brain

A Serial 10-Year Follow-Up Study of Atrophied Brain Lesion Volume and Disability Progression in Patients with Relapsing-Remitting MS

R. Zivadinov, D. Horakova, N. Bergsland, J. Hagemeier, D.P. Ramasamy, T. Uher, M. Vaneckova, E. Havrdova and M.G. Dwyer
American Journal of Neuroradiology March 2019, 40 (3) 446-452; DOI: https://doi.org/10.3174/ajnr.A5987
R. Zivadinov
aFrom the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
bCenter for Biomedical Imaging at Clinical Translational Research Center (R.Z.), State University of New York, Buffalo, New York
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D. Horakova
cDepartment of Neurology and Center of Clinical Neuroscience (D.H., T.U., E.H.)
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N. Bergsland
aFrom the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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J. Hagemeier
aFrom the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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D.P. Ramasamy
aFrom the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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T. Uher
cDepartment of Neurology and Center of Clinical Neuroscience (D.H., T.U., E.H.)
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M. Vaneckova
dDepartment of Radiology (M.V.), First Faculty of Medicine, Charles and General University Hospital in Prague, Prague, Czech Republic.
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E. Havrdova
cDepartment of Neurology and Center of Clinical Neuroscience (D.H., T.U., E.H.)
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M.G. Dwyer
aFrom the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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    FIGURE.

    Representative example of a serially enlarging and then atrophying lesion. The upper row shows raw T2-FLAIR images from baseline to 10-year follow-up in 1-year increments, and the middle row provides an enlarged view of the relevant lesion. In the lower row, cumulative atrophied lesion volume is shown for the same area, in which red voxels indicate regions that were lesions at any prior time point and are CSF at the current time point.

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    Table 1:

    Demographic and clinical characteristics at baseline and during the follow-up in 176 patients with MS, according to the confirmed disability progression status at the 10-year follow-up

    Total Study Cohort (N = 176)Stable Group (n = 76)CDP Group (n = 100)P Valuea
    Female sex (No.) (%)137 (77.8)57 (75)80 (80).429
    Age at baseline (mean) (SD) (yr)30.7 (7.9)28.7 (7.1)31.8 (7.9).008b
    Disease duration at baseline (mean) (SD) (yr)4.9 (5.2)4.0 (3.2)5.7 (6.2).02
    EDSS at baseline (median) (IQR)2.0 (1.0–2.5)2.0 (1.0–2.0)2.0 (1.5–2.0).093
    EDSS at follow-up (median) (IQR)3.0 (2.0–4.0)2.0 (1.5–2.5)4.0 (3.0–5.0)<.001b
    EDSS absolute change during follow-up (median) (IQR)1.3 (0–2) 1.00.13 (0–0.5) 02.2 (1.5–3) 2.0<.001b
    No. of relapses between baseline and follow-up (mean) (SD)5.2 (3.8) 54.6 (3.9)5.8 (3.7).048
    Annual relapse rate during the follow-up (mean) (SD)0.5 (0.4)0.5 (0.4)0.6 (0.4).048
    Relapse-free from baseline to follow-up (No.) (%)7 (4)5 (6.6)2 (2).124
    Treatment status at follow-up (No.) (%)
        Remained on IM interferon β-1a74 (42)45 (59.2)29 (29)<.001b
        Switched to other DMTs79 (44.9)23 (30.3)56 (56)
        Discontinued DMT23 (13.1)8 (10.5)15 (15)
    Time on interferon β-1a IM (mean) (SD) (mo)87.3 (99.5)91.3 (16.6)84.1 (24.4).022
    • Note:—IQR indicates interquartile range; IM, intramuscular; DMT, disease-modifying treatment.

    • ↵a P values represent the stable-vs-CDP group comparisons and were derived using the Student t test, χ2 test, and Mann-Whitney rank sum test, as appropriate.

    • ↵b Significant P values < .05.

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    Table 2:

    Time course of cumulative atrophied T2 lesion volume on serial MRI in patients with MS, according to the confirmed disability progression status at the 10-year follow-upa

    Months from BaselineNo. in Stable GroupAtrophied T2-LV Stable Group (Mean) (SD)No. of Patients with CDPAtrophied T2-LV CDP Group (Mean) (SD)% DifferenceCohen dP Valueb
    6 mo740.05 (0.09)940.12 (0.16)1400.54.004
    12 mo760.09 (0.14)950.21 (0.30)1330.51<.001
    24 mo680.14 (0.21)850.32 (0.41)1290.52<.001
    36 mo670.21 (0.36)890.40 (0.50)90.50.44<.001
    48 mo680.30 (0.50)870.52 (0.70)73.30.36.007
    60 mo670.36 (0.57)910.62 (0.83)72.20.37.004
    72 mo660.43 (0.70)870.83 (1.10)930.43<.001
    84 mo680.44 (0.54)851.10 (1.40)1500.62<.001
    96 mo670.52 (0.66)871.36 (1.72)1620.64.004
    108 mo680.60 (0.76)841.39 (1.68)1320.61<.001
    120 mo680.68 (0.85)851.54 (1.90)126.50.58<.001
    • ↵a The volumes are presented in milliliters.

    • ↵b P values, percentage difference, and Cohen d effect size represent the CDP-vs-stable group comparisons. The follow-up changes in P values were calculated using analysis of covariance corrected for age, sex, and treatment change at each time point. The Benjamini-Hochberg correction was used to minimize the false discovery rate, and all P values < .05 were considered significant.

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    Table 3:

    Time course of whole-brain atrophy on serial MRI in patients with MS, according to the confirmed disability progression status at the 10-year follow-up

    Months from BaselineNo. in Stable GroupPBVC Stable Group (Mean) (SD)No. of Patients with CDPPBVC CDP Group (Mean) (SD)% DifferenceCohen dP Valuea
    6 mo74−0.24 (0.80)94−0.34 (1.00)47.80.11.396
    12 mo76−0.50 (0.88)95−0.77 (1.33)54.00.27.098
    24 mo68−0.99 (1.13)85−1.49 (1.66)50.50.36.022b
    36 mo67−1.70 (1.66)89−2.51 (2.42)46.80.38.010b
    48 mo68−2.24 (1.76)87−3.50 (3.11)55.80.51<.001b
    60 mo67−2.63 (2.10)91−4.46 (3.80)69.60.62<.001b
    72 mo66−3.18 (2.30)87−5.03 (3.16)58.20.68<.001b
    84 mo68−3.92 (2.60)85−6.00 (3.58)53.30.67<.001b
    96 mo67−4.49 (2.81)87−6.30 (3.40)40.30.58<.001b
    108 mo68−4.58 (2.91)84−6.86 (3.64)49.80.70<.001b
    120 mo68−5.23 (3.00)85−7.52 (3.84)43.80.55<.001b
    • ↵a P values, percentage difference, and Cohen d effect size represent the CDP-vs-stable group comparisons. The follow-up changes in P values were calculated using analysis of covariance corrected for age, sex, and treatment change at each time point. The Benjamini-Hochberg correction was used to minimize the false discovery rate, and P values < .05 were considered significant.

    • ↵b Significant P values < .05.

    • View popup
    Table 4:

    Early MRI predictors (0–6 and 0–12 mo) of time to confirmed disability progression status using Cox regression analysis and Kaplan-Meier survival analysisa

    Cox Regression AnalysisAUC AnalysisKaplan-Meier Survival Analysis at 80% Specificity
    HRP ValueAUCP ValueCutoffSensitivityP Value
    New/enlarging T2 lesions 0–6 mo1.01.7260.56.2933.50.25.582
    New/enlarging T2 lesions 0–12 mo1.01.4350.59.0725.30.33.171
    T2-LV absolute change 0–6 mo1.02.7110.54.5011.160.27.415
    T2-LV absolute change 0–12 mo1.03.5670.57.1901.410.32.188
    Atrophied T2-LV 0–6 mo4.23.04b0.61.022b0.090.40.017b
    Atrophied T2-LV 0–12 mo2.41.022b0.61.022b0.180.36.076
    PBVC 0–6 mo0.89.4310.54.366−0.830.29.128
    PBVC 0–12 mo0.85.1050.55.379−1.380.21.704
    PVVC 0–6 mo1.01.4190.52.70713.460.22.482
    PVVC 0–12 mo1.07.3750.53.45116.290.26.487
    PCVC 0–6 mo0.92.1230.55.272−2.280.31.152
    PCVC 0–12 mo0.92.1150.62.011b−2.470.39.091
    • Note:—HR indicates hazard ratio; AUC, area under the curve.

    • ↵a Cox regression and Kaplan-Meier analyses were used to analyze the association of early MRI outcome changes (0–6 and 0–12 mo) and time to development of CDP. The Benjamini-Hochberg correction was used to minimize the false discovery rate, and P values < .05 were considered significant.

    • ↵b Significant P value <.05.

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R. Zivadinov, D. Horakova, N. Bergsland, J. Hagemeier, D.P. Ramasamy, T. Uher, M. Vaneckova, E. Havrdova, M.G. Dwyer
A Serial 10-Year Follow-Up Study of Atrophied Brain Lesion Volume and Disability Progression in Patients with Relapsing-Remitting MS
American Journal of Neuroradiology Mar 2019, 40 (3) 446-452; DOI: 10.3174/ajnr.A5987

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A Serial 10-Year Follow-Up Study of Atrophied Brain Lesion Volume and Disability Progression in Patients with Relapsing-Remitting MS
R. Zivadinov, D. Horakova, N. Bergsland, J. Hagemeier, D.P. Ramasamy, T. Uher, M. Vaneckova, E. Havrdova, M.G. Dwyer
American Journal of Neuroradiology Mar 2019, 40 (3) 446-452; DOI: 10.3174/ajnr.A5987
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