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Research ArticleAdult Brain
Open Access

Temporal and Spatial Variances in Arterial Spin-Labeling Are Inversely Related to Large-Artery Blood Velocity

A.D. Robertson, G. Matta, V.S. Basile, S.E. Black, C.K. Macgowan, J.A. Detre and B.J. MacIntosh
American Journal of Neuroradiology August 2017, 38 (8) 1555-1561; DOI: https://doi.org/10.3174/ajnr.A5257
A.D. Robertson
aFrom the Heart and Stroke Foundation Canadian Partnership for Stroke Recovery (A.D.R., G.M., S.E.B., B.J.M.)
bHurvitz Brain Sciences (A.D.R., S.E.B., B.J.M.), Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
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G. Matta
aFrom the Heart and Stroke Foundation Canadian Partnership for Stroke Recovery (A.D.R., G.M., S.E.B., B.J.M.)
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V.S. Basile
cDivision of Neurology, Department of Medicine (V.S.B., S.E.B.), University of Toronto, Toronto, Ontario, Canada
dMackenzie Health (V.S.B.), Richmond Hill, Ontario, Canada
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S.E. Black
aFrom the Heart and Stroke Foundation Canadian Partnership for Stroke Recovery (A.D.R., G.M., S.E.B., B.J.M.)
bHurvitz Brain Sciences (A.D.R., S.E.B., B.J.M.), Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
cDivision of Neurology, Department of Medicine (V.S.B., S.E.B.), University of Toronto, Toronto, Ontario, Canada
eL.C. Campbell Cognitive Neurology Research Unit (S.E.B.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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C.K. Macgowan
fHospital for Sick Children (C.K.M.), Toronto, Ontario, Canada
gDepartment of Medical Biophysics (C.K.M., B.J.M.), University of Toronto, Toronto, Ontario, Canada
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J.A. Detre
hDepartment of Neurology (J.A.D.), University of Pennsylvania, Philadelphia, Pennsylvania.
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B.J. MacIntosh
aFrom the Heart and Stroke Foundation Canadian Partnership for Stroke Recovery (A.D.R., G.M., S.E.B., B.J.M.)
bHurvitz Brain Sciences (A.D.R., S.E.B., B.J.M.), Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
gDepartment of Medical Biophysics (C.K.M., B.J.M.), University of Toronto, Toronto, Ontario, Canada
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    Fig 1.

    Vascular characteristics of the bilateral (left and right) internal carotid (LICA and RICA) and vertebral arteries (LVA and RVA) for each group. Panel 3 shows the relative contribution to total CBF by each vessel.

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    Fig 2.

    The association of mean blood velocity with GM-CBF (panel 1), ASL-to-PC ratio for whole-brain CBF (panel 2), ASL temporal SNR (panel 3), and CBF spatial CoV (panel 4). Velocity is shown as a weighted mean of all 4 extracranial vessels relative to their contribution to total CBF. GM-CBF is uncorrected for labeling efficiency. Age, sex, and group-adjusted linear models are reported in Table 3.

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    Fig 3.

    GM-CBF between groups calculated with 2 labeling efficiency estimates. White bars incorporate a constant labeling efficiency (ie, 0.85), and gray bars incorporate individual labeling efficiency based on the ASL-to-PC ratio for whole-brain CBF. Post hoc group comparisons are indicated at PBonferroni < .05 for differences from the young group (asterisk) and differences from old group (dagger) within the same calibration technique.

Tables

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    Table 1:

    Participant characteristicsa

    YoungOldWMHStrokeP Value
    No.15221530
    Age (range) (yr)25.7 ± 4.6 (20–36)69.1 ± 7.0b (55–81)72.0 ± 8.2b (51–83)67.9 ± 10.4b (51–88)<.001
    Sex, female (%)7 (47)17 (77)8 (53)9 (30).009
    Hemodynamics
        ICA mean velocity (cm/s)18.2 ± 4.511.9 ± 2.9b10.3 ± 3.3b9.7 ± 3.1b<.001
        ICA area (cm2)0.21 ± 0.040.24 ± 0.060.26 ± 0.06026 ± 0.09.102
        VA mean velocity (cm/s)10.0 ± 2.56.7 ± 1.6b6.5 ± 1.7b5.6 ± 2.1b<.001
        VA area (cm2)0.13 ± 0.030.13 ± 0.030.14 ± 0.040.12 ± 0.03.190
        PC-CBF (mL/100 g/min)49.0 ± 8.541.4 ± 8.140.6 ± 12.933.8 ± 6.3b,c<.001
        ASL-CBF (mL/100 g/min)44.1 ± 10.240.8 ± 8.831.4 ± 9.6b,c34.3 ± 10.5b<.001
    • Note:—VA indicates vertebral artery.

    • ↵a Data are mean ± SD or count (proportion). Area and velocity are reported as the mean of bilateral vessels. ASL-CBF is uncorrected for labeling efficiency.

    • ↵b Group differences compared with the young group at PBonferroni < .05.

    • ↵c Group differences compared with the old group at PBonferroni < .05.

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    Table 2:

    Comparison of MRI methods for whole-brain CBF estimationa

    No.ASL:PC (ratio)ASL-PC Difference (mL/100 g/min)
    Young150.91 ± 0.20−4.9 ± 9.8
    Old221.00 ± 0.18b−0.6 ± 7.0b
    WMH150.80 ± 0.20−9.2 ± 9.4
    Stroke301.01 ± 0.23b0.5 ± 7.9b
    All820.95 ± 0.22−2.6 ± 9.0
    • ↵a Data are mean ± SD.

    • ↵b Group differences compared with WMH at PBonferroni < .05.

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    Table 3:

    Linear regression parameters for the association of extracranial mean blood velocity and cross-sectional area with ASL characteristicsa

    ModelIndependent Variablesβ95% CIT-StatisticP Value
    GM-CBFArea (cm2)46.5(8.2–84.7)2.03.046
        Adjusted R2 = 0.43Velocity (cm/s)1.5(0.8–2.3)3.42.001
    ASL-CBF:PC-CBFArea (cm2)−0.79(−1.58–0.01)−1.65.103
        Adjusted R2 = 0.21Velocity (cm/s)−0.02(−0.04–0.01)−2.78.007
    GM-temporal SNRArea (cm2)1.78(0.24–3.32)1.93.058
        Adjusted R2 = 0.47Velocity (cm/s)0.07(0.04–0.10)3.99<.001
    GM-spatial CoVArea (cm2)−0.11(−0.61–0.39)−0.36.720
        Adjusted R2 = 0.31Velocity (cm/s)−0.01(−0.02–0.00)−2.01.048
    • ↵a All models were adjusted for age, sex, and group. GM-CBF is uncorrected for labeling efficiency.

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American Journal of Neuroradiology: 38 (8)
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A.D. Robertson, G. Matta, V.S. Basile, S.E. Black, C.K. Macgowan, J.A. Detre, B.J. MacIntosh
Temporal and Spatial Variances in Arterial Spin-Labeling Are Inversely Related to Large-Artery Blood Velocity
American Journal of Neuroradiology Aug 2017, 38 (8) 1555-1561; DOI: 10.3174/ajnr.A5257

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Temporal and Spatial Variances in Arterial Spin-Labeling Are Inversely Related to Large-Artery Blood Velocity
A.D. Robertson, G. Matta, V.S. Basile, S.E. Black, C.K. Macgowan, J.A. Detre, B.J. MacIntosh
American Journal of Neuroradiology Aug 2017, 38 (8) 1555-1561; DOI: 10.3174/ajnr.A5257
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