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Research ArticleBrain
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Measuring Pulsatile Flow in Cerebral Arteries Using 4D Phase-Contrast MR Imaging

A. Wåhlin, K. Ambarki, R. Birgander, O. Wieben, K.M. Johnson, J. Malm and A. Eklund
American Journal of Neuroradiology September 2013, 34 (9) 1740-1745; DOI: https://doi.org/10.3174/ajnr.A3442
A. Wåhlin
aFrom the Department of Radiation Sciences (A.W., K.A., R.B., A.E.)
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K. Ambarki
aFrom the Department of Radiation Sciences (A.W., K.A., R.B., A.E.)
bCenter for Biomedical Engineering and Physics (K.A., A.E.)
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R. Birgander
aFrom the Department of Radiation Sciences (A.W., K.A., R.B., A.E.)
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O. Wieben
dDepartment of Medical Physics (O.W., K.M.J.)
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K.M. Johnson
dDepartment of Medical Physics (O.W., K.M.J.)
eDepartment of Biomedical Engineering (K.M.J.), University of Wisconsin, Madison, Wisconsin.
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J. Malm
cDepartment of Clinical Neuroscience (J.M.), Umeå University, Umeå, Sweden
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A. Eklund
aFrom the Department of Radiation Sciences (A.W., K.A., R.B., A.E.)
bCenter for Biomedical Engineering and Physics (K.A., A.E.)
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    Fig 1.

    2D representation of the segmentation procedure. Dashed lines represent the vessel lumen; yellow pixels are the segmentation result. White pixels represent pixel intensity of ≥18%. Dark pixel is the user-defined reference pixel whose velocity direction was used to label a segment of length l. Segmentation was not updated between cardiac frames. Typical segmentations of the ICA, basilar artery, MCA, and ACA contained 230, 110, 80, and 60 pixels, respectively.

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    Fig 2.

    Maximum intensity projection image. Colored sections show segmentations produced for comparison with the 2D PCMRI data.

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    Fig 3.

    Arterial hemodynamics provided from a 4D PCMRI quantification. A, Flow curves for vessels evaluated in this study. The right ICA, MCA, and ACA are shown. Cardiac phase 1–20 represents the time positions in the cardiac cycle of the reconstructed frames. B, ICA ΔV calculation. Subtraction of net flow and calculation of the cumulative integral on the remaining waveform yield the cyclic volume variation of downstream arteries required to convert the pulsatile right ICA waveform to a nonpulsatile capillary flow. ICA ΔV was defined as the maximum minus minimum of this volume variation.

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    Fig 4.

    Correlation between 4D and 2D PCMRI quantifications of pulsatility and net flow. A, ΔV quantifications for all vessels. B, ΔV quantifications, excluding measurements with large differences in heart rate. C, Net flow quantifications for all vessels. D, Net flow quantifications, excluding measurements with large differences in heart rate.

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    Fig 5.

    Agreement between 4D and 2D PCMRI quantifications of pulsatility and net flow. Solid lines represent average difference; dashed lines represent 95% limits of agreements. The relative difference was calculated as (2D − 4D)/([2D + 4D]/2). A, ΔV quantifications for all vessels. B, ΔV quantifications, excluding measurements with large differences in heart rate. C, Net flow quantifications for all vessels. D, Net flow quantifications, excluding measurements with large differences in heart rate.

Tables

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    Table 1:

    4D and 2D PCMRI-based estimation of arterial pulsatility

    Vessel TypenΔV 4D Mean ± SD (mL)ΔV 2D Mean ± SD (mL)Difference Mean ± SD (mL)P Value
    AllBA100.20 ± 0.080.21 ± 0.080.01 ± 0.05.504
    ICA200.35 ± 0.100.36 ± 0.100.01 ± 0.06.656
    ICAa200.35 ± 0.10
    MCA200.23 ± 0.050.20 ± 0.05−0.03 ± 0.04.006
    ACA190.14 ± 0.080.12 ± 0.08−0.02 ± 0.05.102
    ΔHRBA40.16 ± 0.070.17 ± 0.070.01 ± 0.01.268
    <5%ICA80.33 ± 0.050.33 ± 0.05−0.01 ± 0.03.668
    MCA80.21 ± 0.040.20 ± 0.04−0.02 ± 0.03.116
    ACA110.14 ± 0.060.13 ± 0.06−0.02 ± 0.03.074
    • Note:—BA indicates basilar artery; ICA, internal carotid artery; MCA, middle cerebral artery; ACA, anterior cerebral artery; ΔHR, difference in heart rate; ΔV, volume of arterial pulsatility.

    • ↵a Indicates proximal ICA measurement for internal consistency analyses.

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    Table 2:

    4D and 2D PCMRI-based estimations on arterial net flow

    Vessel TypenNet Flow 4D Mean ± SD (mL/s)Net Flow 2D Mean ± SD (mL/s)Difference Mean ± SD (mL/s)P Value
    AllBA102.15 ± 0.582.18 ± 0.490.03 ± 0.34.787
    ICA203.72 ± 0.704.02 ± 0.620.29 ± 0.40.004
    ICAa203.81 ± 0.71
    MCA202.54 ± 0.362.26 ± 0.34−0.28 ± 0.29<.001
    ACA191.47 ± 0.521.44 ± 0.49−0.02 ± 0.21.627
    ΔHRBA42.16 ± 0.892.02 ± 0.74−0.13 ± 0.39.538
    <5%ICA84.04 ± 0.514.32 ± 0.510.28 ± 0.43.108
    MCA82.58 ± 0.272.46 ± 0.42−0.12 ± 0.23.173
    ACA111.55 ± 0.611.49 ± 0.61−0.06 ± 0.26.427
    • Note:—BA indicates basilar artery; ICA, internal carotid artery; MCA, middle cerebral artery; ACA, anterior cerebral artery; ΔHR, difference in heart rate; ΔV, volume of arterial pulsatility.

    • ↵a Indicates proximal ICA measurement for internal consistency analyses.

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American Journal of Neuroradiology: 34 (9)
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Cite this article
A. Wåhlin, K. Ambarki, R. Birgander, O. Wieben, K.M. Johnson, J. Malm, A. Eklund
Measuring Pulsatile Flow in Cerebral Arteries Using 4D Phase-Contrast MR Imaging
American Journal of Neuroradiology Sep 2013, 34 (9) 1740-1745; DOI: 10.3174/ajnr.A3442

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Measuring Pulsatile Flow in Cerebral Arteries Using 4D Phase-Contrast MR Imaging
A. Wåhlin, K. Ambarki, R. Birgander, O. Wieben, K.M. Johnson, J. Malm, A. Eklund
American Journal of Neuroradiology Sep 2013, 34 (9) 1740-1745; DOI: 10.3174/ajnr.A3442
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