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Research ArticleAdult Brain
Open Access

Comparison of Quantitative Cerebral Blood Flow Measurements Performed by Bookend Dynamic Susceptibility Contrast and Arterial Spin-Labeling MRI in Relapsing-Remitting Multiple Sclerosis

R.M. D'Ortenzio, S.P. Hojjat, R. Vitorino, C.G. Cantrell, L. Lee, A. Feinstein, P. O'Connor, T.J. Carroll and R.I. Aviv
American Journal of Neuroradiology December 2016, 37 (12) 2265-2272; DOI: https://doi.org/10.3174/ajnr.A4939
R.M. D'Ortenzio
dUniversity of Toronto (R.M.D., P.O.C., L.L., A.F., R.I.A.), Toronto, Ontario, Canada
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  • ORCID record for R.M. D'Ortenzio
S.P. Hojjat
cMedical Imaging (S.P.H., R.V., R.I.A.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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  • ORCID record for S.P. Hojjat
R. Vitorino
cMedical Imaging (S.P.H., R.V., R.I.A.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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C.G. Cantrell
eDepartments of Biomedical Engineering (C.G.C., T.J.C.)
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L. Lee
bNeurology (L.L.)
dUniversity of Toronto (R.M.D., P.O.C., L.L., A.F., R.I.A.), Toronto, Ontario, Canada
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A. Feinstein
aFrom the Departments of Psychiatry (A.F.)
dUniversity of Toronto (R.M.D., P.O.C., L.L., A.F., R.I.A.), Toronto, Ontario, Canada
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P. O'Connor
dUniversity of Toronto (R.M.D., P.O.C., L.L., A.F., R.I.A.), Toronto, Ontario, Canada
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T.J. Carroll
eDepartments of Biomedical Engineering (C.G.C., T.J.C.)
fRadiology (T.J.C.), Northwestern University, Chicago, Illinois.
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R.I. Aviv
cMedical Imaging (S.P.H., R.V., R.I.A.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
dUniversity of Toronto (R.M.D., P.O.C., L.L., A.F., R.I.A.), Toronto, Ontario, Canada
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Article Figures & Data

Figures

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  • Fig 1.
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    Fig 1.

    Average CBF maps for 19 HC registered to a standard Montreal Neurological Institute template for pCASL (A) and bookend (B) techniques. Images are presented in sequential axial sections from the skull base to vertex.

  • Fig 2.
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    Fig 2.

    A, Upper Row: voxelwise comparison of ROIs of pCASL versus bookend techniques by using Pearson correlations for mean HC CBF. Red lines indicate linear Pearson correlation fits. B, Lower row: Bland-Altman plots for each ROI. Horizontal axis shows the means of pCASL and bookend measurements in milliliters per 100 g per minute, and pCASL CBF minus bookend CBF is shown on the vertical axis in milliliters per 100 g per minute. The blue horizontal solid line represents the mean difference. The red horizontal lines represent the mean difference ± 2 SDs.

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    Fig 3.

    An example of a Brodmann area Pearson correlation for the right hemisphere of the RRMS-NI subject group. Each data point represents the average CBF intensity within 1 Brodmann area.

Tables

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    Table 1:

    Demographic and clinical characteristics of HC and patients with RRMSa

    ParameterHealthy Controls (n = 19)RRMS-NI (n = 19)RRMS-I (n = 20)
    Age (yr)49.0 ± 7.146.4 ± 7.248.1 ± 4.7
    Women (No.) (%)14 (73.68)15 (78.95)12 (60)
    Education (yr)16.9 ± 2.9b16.1 ± 1.314.6 ± 1.9b
    Disease duration (yr)NA11.8 ± 5.411.6 ± 4.9
    HADS-A (log; median [IQR])3 (1, 6)b,c6 (5, 7)c8 (7, 10)
    HADS-D (log; median [IQR])2.3 ± 2.3b3.5 ± 3.2d7.6 ± 2.9b,d
    EDSS (median [IQR])NA1.5 (1, 2)d2.5 (2, 3)d
    Cognitive tests (z score)
        BVMT-R_IR0.37 ± 1.15b-0.07 ± 1.04d−1.68 ± 1.34b,d
        BVMT-R_DR0.40 ± 1.14b0.42 ± 0.77d−1.62 ± 1.48b,d
        COWAT_FAS−0.67 ± 0.83−0.26 ± 1.06d−1.16 ± 0.89d
        CVLT-II_IR−0.25 ± 1.05b−0.23 ± 1.04d−1.94 ± 1.36b,d
        CVLT-II_DR−0.11 ± 0.66b0.21 ± 0.92d−2.20 ± 1.61b,d
        PASAT-2−0.21 ± 0.88b−0.26 ± 0.66d−1.80 ± 0.57b,d
        JLO0.98 ± 0.19b0.83 ± 0.590.40 ± 0.67b
        SDMT−0.14 ± 0.92b0.02 ± 0.75d−1.80 ± 1.17b,d
        DK-EFS0.51 ± 0.73b0.26 ± 0.61−0.20 ± 1.25b
    • Note:—BVMT-R_IR indicates Brief Visuospatial Test-Revised_Immediate Recall: BVMT-R_DR, Brief Visuospatial Test-Revised_Delayed Recall; HADS-A, Hospital Anxiety; HADS-D, Hospital Depression; IQR, interquartile range; NA, not applicable; EDSS, Expanded Disability Status Scale; COWART_FAS, Controlled Oral Work Association Test_Word Recall; CLVT-II_IR, California Verbal Learning Test-Second Edition_Immediate Recall: CVLT-II_DR, California Verbal Learning Test-Second edition_Delayed Recall; PASAT-2, Paced Auditory Serial Addition-Part 2; JLO, Judgment of Line Orientation Test; SDMT, Symbol Digit Modalities Test; DK-EFS, Delis-Kaplan Executive Function System.

    • ↵a Clinical demographics of participating patients. Significance P < .05. All values are mean ± SD unless specified.

    • ↵b HC vs RRMS-I.

    • ↵c HC vs RRMS-NI.

    • ↵d RRMS-NI vs RRMS-I.

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    Table 2:

    Voxelwise Pearson correlationa

    SlopeCorr. Coef. (r)SE of r (±)No. of VoxelsFischer ZP Value
    HC
        GM0.560.560.0246780.64<.0001
        WM0.370.500.0244210.57<.0001
        BG0.900.730.043920.98<.0001
        TH0.560.610.081970.75<.0001
    RRMS-NI
        GM0.570.570.0245210.70<.0001
        WM0.430.550.0243240.66<.0001
        BG0.700.650.053560.82<.0001
        TH0.760.700.061920.90<.0001
        WML0.610.600.0315150.69<.0001
        CL0.280.430.24340.47.005
    RRMS-I
        GM0.410.460.0247170.54<.0001
        WM0.350.540.0245010.64<.0001
        BG0.640.680.053670.86<.0001
        TH0.430.590.082040.70<.0001
        WML0.480.650.0318000.77<.0001
        CL0.190.350.16950.37.0002
    • Note:—Corr. Coef. indicates correlation coefficient; SE, standard error of correlation coefficients.

    • ↵a Summary of Pearson correlation coefficient, standard error of correlation coefficients, z scores, and P values for all subject groups and ROIs, for voxelwise analysis.

    • View popup
    Table 3:

    Coefficient of variation and SNRa

    Mean Difference (mL/100 g/min)CV (%)SNR
    HC
        GM8.127.9Bookend = 6.81
        WM13.731.7pCASL = 4.7
        BG5.026.2
        TH5.435.4
    RRMS-NI
        GM16.024.9Bookend = 6.5
        WM14.030.1pCASL = 4.2
        BG5.228.0
        TH10.022.9
        WML1.7941.6
        CL−0.1333.3
    RRMS-I
        GM16.024.9Bookend = 7.4
        WM18.328.4pCASL = 4.1
        BG10.531.9
        TH18.623.1
        WML5.634.3
        CL4.2141.4
    • ↵a Summary of mean difference of pCASL CBF minus bookend CBF (Bland-Altman plots, Fig. 2B), CV, and estimated SNR for all subject groups and ROIs.

    • View popup
    Table 4:

    Brodmann area Pearson correlationa

    SlopeCorr. Coef. (r)SE of r (±)Fischer ZStandard ZP Value
    HC
        Right0.400.670.130.815.71<.0001
        Left0.360.640.140.765.38<.0001
    RRMS-NI
        Right0.440.670.130.805.67<.0001
        Left0.330.550.170.614.34<.0001
    RRMS-I
        Right0.330.680.120.835.89<.0001
        Left0.330.570.160.654.57<.0001
    • ↵a Pearson correlation coefficients for Brodmann regional analysis separated by cerebral hemisphere and subject group.

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American Journal of Neuroradiology: 37 (12)
American Journal of Neuroradiology
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R.M. D'Ortenzio, S.P. Hojjat, R. Vitorino, C.G. Cantrell, L. Lee, A. Feinstein, P. O'Connor, T.J. Carroll, R.I. Aviv
Comparison of Quantitative Cerebral Blood Flow Measurements Performed by Bookend Dynamic Susceptibility Contrast and Arterial Spin-Labeling MRI in Relapsing-Remitting Multiple Sclerosis
American Journal of Neuroradiology Dec 2016, 37 (12) 2265-2272; DOI: 10.3174/ajnr.A4939

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Comparison of Quantitative Cerebral Blood Flow Measurements Performed by Bookend Dynamic Susceptibility Contrast and Arterial Spin-Labeling MRI in Relapsing-Remitting Multiple Sclerosis
R.M. D'Ortenzio, S.P. Hojjat, R. Vitorino, C.G. Cantrell, L. Lee, A. Feinstein, P. O'Connor, T.J. Carroll, R.I. Aviv
American Journal of Neuroradiology Dec 2016, 37 (12) 2265-2272; DOI: 10.3174/ajnr.A4939
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