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Research ArticleAdult Brain
Open Access

Hemodynamic Analysis of Cerebral AVMs with 3D Phase-Contrast MR Imaging

Y. Takeda, T. Kin, T. Sekine, H. Hasegawa, Y. Suzuki, H. Uchikawa, T. Koike, S. Kiyofuji, Y. Shinya, M. Kawashima and N. Saito
American Journal of Neuroradiology December 2021, 42 (12) 2138-2145; DOI: https://doi.org/10.3174/ajnr.A7314
Y. Takeda
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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T. Kin
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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T. Sekine
cDepartment of Radiology (T.S.), Nippon Medical School Musashi-kosugi Hospital, Kanagawa, Japan
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H. Hasegawa
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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Y. Suzuki
bRadiology (Y.Suzuki), The University of Tokyo, Tokyo, Japan
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H. Uchikawa
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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T. Koike
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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S. Kiyofuji
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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Y. Shinya
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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M. Kawashima
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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N. Saito
aFrom the Department of Neurosurgery (Y.T., T.K., H.H., H.U., T.K., S.K., Y. Shinya, M.K., N.S.)
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  • FIG 1.
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    FIG 1.

    A representative case (No. 22) from the hemorrhagic group. A, 3D PCMR with streamline visualization using Amira shows vessel flow rates at A2, M1, P2 and the nidus in the right temporal lobe. B and C, A 3D surface-rendering model with texture processing shows the cortical artery including feeding arteries (red), the draining veins (blue), and the nidus (dark red). The 4 asterisks on the draining veins indicate the measurement points of cerebral AVM outflow in this case. D, 3D PCMR with streamline visualization from the same angle as in B and C shows vessel flow rates at the draining veins. The asterisks in D correspond to those in B and C.

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    FIG 2.

    Correlations between nidus volume and each flow rate, apparent cerebral arteriovenous malformation inflow, and outflow. The scatterplot between the nidus volume and each flow, apparent AVM inflow (A), and outflow (B) shows high correlation (correlation coefficient scores = 0.83 for both flows).

  • FIG 3.
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    FIG 3.

    Boxplots comparing cerebral AVM inflow and outflow between small and medium AVMs. The apparent AVM inflow (A) and outflow (B) in small AVMs are significantly smaller between nonhemorrhagic and hemorrhagic AVMs compared with medium AVMs using the Wilcoxon rank sum test (P < . 001, for both groups).

  • FIG 4.
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    FIG 4.

    Boxplots comparing apparent cerebral AVM inflow and outflow (A and B), AVM inflow and outflow indices (C and D), and the cerebral AVM inflow-to-outflow ratio (E) between nonhemorrhagic and hemorrhagic AVMs. E, The apparent AVM inflow-to-outflow ratio is significantly larger in hemorrhagic AVMs than in nonhemorrhagic AVMs (P = . 02), according to the Wilcoxon rank sum test.

Tables

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    Table 1:

    Comparison of patient demographics and angioarchitectural features between nonhemorrhage and hemorrhage groups

    CharacteristicNonhemorrhage (n = 24)Hemorrhage (n = 8)P Value
    Age (mean) (range) (yr)a36 (8–72)38 (15–62).76
    Sex, femalea10 (50%)3 (38%).69
    Spetzler-Martin gradeb.89
     I31
     II125
     III82
     IV–V10
    Mean AVM volume (median) (range) (mL)a5.6, 4.2 (0.6–19.3)4.5, 2.9 (0.2–15.6).31
    Small size (<30 mm)b17 (71%)6 (75%)1.00
    Eloquent locationb14 (58%)4 (50%).70
    Venous drainageb
     Exclusively deep3 (13%)2 (25%).58
     Any deep11 (46%)5 (63%).69
    Associated arterial aneurysmb1 (4%)3 (38%).04
    • ↵a Calculated by Wilcoxon rank sum test.

    • ↵b Calculated by the Fisher exact test.

    • View popup
    Table 2:

    Comparison of flow parameters between small and medium AVMs

    ParametersaSmall AVMs (n = 23)Medium AVMs (n = 9)P Value
    Median apparent AVM inflow (range)
    (mL/min)
    280 (18–732)817 (296–1347)<.001
    Median apparent AVM outflow (range) (mL/min)203 (11–646)698 (263–990)<.001
    • ↵a Data are calculated by the Wilcoxon rank sum test.

    • View popup
    Table 3:

    Comparison of flow parameters between nonhemorrhage and hemorrhage groups

    ParametersaNonhemorrhage (n = 24)Hemorrhage (n = 8)P Value
    Mean apparent AVM inflow (median) (range) (mL/min)422, 431 (30–965)499, 386 (18–1347).95
    Mean apparent AVM outflow (median) (range) (mL/min)377, 317 (19–918)354, 144 (11–990).40
    Mean AVM inflow index (median) (range)87, 76 (33–161)128, 108 ( 62–251).09
    Mean AVM outflow index (median) (range)77, 82 (29–126)70, 58 (36–135).47
    Mean apparent AVM inflow-to-outflow ratio (median) (range)1.17, 1.17 (0.57–1.86)2.00, 1.69 (1.08–3.68).02
    • ↵a Data are calculated by the Wilcoxon rank sum test.

    • View popup
    Table 4:

    Mean blood flow of the middle cerebral artery and cerebral blood flow

    Whole Cohort (n = 32)Older Than 20 Years of Age (n = 25)
    Mean blood flow of the middle cerebral artery (median) (range) (mL/min)170, 160 (60–323)158, 147 (60–323)
    Mean cerebral blood flow (median) (range) (mL/min)317, 289 (169–557)291, 270 (169–557)
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American Journal of Neuroradiology: 42 (12)
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Y. Takeda, T. Kin, T. Sekine, H. Hasegawa, Y. Suzuki, H. Uchikawa, T. Koike, S. Kiyofuji, Y. Shinya, M. Kawashima, N. Saito
Hemodynamic Analysis of Cerebral AVMs with 3D Phase-Contrast MR Imaging
American Journal of Neuroradiology Dec 2021, 42 (12) 2138-2145; DOI: 10.3174/ajnr.A7314

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Hemodynamic Analysis of Cerebral AVMs with 3D Phase-Contrast MR Imaging
Y. Takeda, T. Kin, T. Sekine, H. Hasegawa, Y. Suzuki, H. Uchikawa, T. Koike, S. Kiyofuji, Y. Shinya, M. Kawashima, N. Saito
American Journal of Neuroradiology Dec 2021, 42 (12) 2138-2145; DOI: 10.3174/ajnr.A7314
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