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Research ArticleNeurointervention
Open Access

A Hemodynamic Mechanism Correlating with the Initiation of MCA Bifurcation Aneurysms

Z. Huang, M. Zeng, W.G. Tao, F.Y. Zeng, C.Q. Chen, L.B. Zhang and F.H. Chen
American Journal of Neuroradiology July 2020, 41 (7) 1217-1224; DOI: https://doi.org/10.3174/ajnr.A6615
Z. Huang
aFrom the Departments of Neurosurgery (Z.H., M.Z., F.H.C., W.G.T.)
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M. Zeng
aFrom the Departments of Neurosurgery (Z.H., M.Z., F.H.C., W.G.T.)
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W.G. Tao
aFrom the Departments of Neurosurgery (Z.H., M.Z., F.H.C., W.G.T.)
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F.Y. Zeng
bRadiology (F.Y.Z., C.Q.C.), Xiangya Hospital, Central South University, Changsha, China
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C.Q. Chen
bRadiology (F.Y.Z., C.Q.C.), Xiangya Hospital, Central South University, Changsha, China
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L.B. Zhang
cDepartment of Neurosurgery (L.B.Z.), School of Medicine, Yale University, New Haven, Connecticut.
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F.H. Chen
aFrom the Departments of Neurosurgery (Z.H., M.Z., F.H.C., W.G.T.)
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  • FIG 1.
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    FIG 1.

    Flow diagram of the study population and procedure.

  • FIG 2.
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    FIG 2.

    Schematic drawing of the angles measured in our study. A and B, The parent-daughter angle was defined as the angle between the M1 trunk and different M2 branches, and the daughter-daughter angle was the angle between 2 M2 branches. C, In the MCA aneurysm bifurcation, lines L1 and L2 were crossed in the aneurysm neck and then measured to decide on which side of the M2 branch the aneurysm was located. D, The measurements of diameters were performed 5 mm beyond the bifurcation apex.

  • FIG 3.
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    FIG 3.

    A, The size of ϕA was significantly different from that of the other 3 parent-daughter angles in the aneurysmal group and the 4 parent-daughter angles in the control group. There were no statistically significant differences among the 3 parent-daughter angles in the aneurysmal group and all 4 parent-daughter angles in the control group. B, The size of γA was significantly different from that of another daughter-daughter angle in the aneurysmal group and 2 daughter-daughter angles in the control group. There were no statistically significant differences between the 2 daughter-daughter angles in the control group. C, An optimal threshold of 100.06° for ϕA (area under the curve, 0.903) with 84.1% sensitivity and 81.5% specificity revealed that the daughter artery that is apt to harbor an MCA aneurysm is the artery with a smaller parent-daughter angle. NS indicates no statistical significance (P > .05); asterisk, statistical significance (P < .05).

  • FIG 4.
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    FIG 4.

    CFD analysis. A, CFD analysis on an aneurysmal MCA bifurcation shows the initial sites of aneurysms overlap with HPRs and LWSSRs, and these sites incline to the daughter artery with a smaller parent-daughter angle (first row, pressure contour; second row, wall shear stress contour; third row, blood flow direction. See also On-line Digital Content 2). B, CFD analysis of simplified 3D MCA bifurcation models. When a single parent-daughter angle varied from 120° to 30°, HPRs and LWSSRs were displaced from the apex of the bifurcation to the same daughter artery wall (detailed demonstrations are also shown in On-line Digital Content 3); the values of hemodynamic parameters were obtained along the virtual path (black arrows) in the simplified 3D MCA bifurcation models. C and D, The distribution of pressure and wall shear stress shifts along the virtual path when a single parent-daughter angle varies from 120° to 30°. The HPR and LWSSR (black arrows) shift from the apex to the left daughter artery, which has a smaller parent-daughter angle. The red line represents the bifurcation apex, the left part represents the daughter artery with a variable angle, and the right part represents the daughter artery with a fixed angle.

  • FIG 5.
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    FIG 5.

    Schematic drawing of the hypothetic correlation between the inclined MCA bifurcation and aneurysm initiation. If the HPR and LWSSR locate on the strong apical ridge (black arrow), an MCA bifurcation with normal parent-daughter angles is not likely to develop an aneurysm (A). If the HPR and LWSSR shift to the weak ipsilateral arterial wall (yellow arrow), an inclined MCA bifurcation with asymmetric parent-daughter angles is more likely to develop an aneurysm (B). White arrows indicate blood flow direction.

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    Table 1:

    Summary of clinical data

    Before PSMAfter PSMa
    Control Group (n = 108)Aneurysm Group (n = 54)P ValueControl Group (n = 54)Aneurysm Group (n = 54)P Value
    Male sex (%)61 (56.5)18 (33.3).00926 (48.1)18 (33.3).17
    Age (mean) (yr)43.65 ± 19.3460.35 ± 9.87<.00157.39 ± 8.7960.35 ± 9.87.102
    Hypertension (%)30 (27.8)29 (53.7).00225 (46.3)29 (53.7).564
    Diabetes (%)15 (13.9)8 (14.8)112 (22.2)8 (14.8).457
    Hyperlipidemia (%)24 (22.2)28 (51.9)<.00119 (35.2)28 (51.9).12
    Smoking (%)30 (27.8)12 (22.2).56820 (37.0)12 (22.2).14
    Alcohol use (%)27 (25.0)9 (16.7).31616 (29.6)9 (16.7).171
    Φ (mean)124.88° ± 10.92°107.98° ± 12.3°<.001120.27° ± 10.50°107.98° ± 12.31°<.001
    γ (mean)98.25° ± 20.54°128.51° ± 16.69°<.001106.68° ± 18.51°128.51° ± 16.69°<.001
    RD (mean) (mm)0.76 ± 0.080.79 ± 0.11.0220.76 ± 0.080.79 ± 0.11.093
    • ↵a Variables as parameters for PSM included sex, age, hypertension, diabetes, hyperlipidemia, smoking, and Alcohol use (rows 1–7 in Table 1).

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    Table 2:

    Logistic regression analysis of morphologic factors associated with MCA aneurysms after PSM

    OR95% CIP Value
    (Intercept)0.0000.000–0.061.006
    Mean parent-daughter angle1.0951.053–1.145<.001
    Mean RD0.1300.001–15.004.406
    • View popup
    Table 3:

    Angles in the control and aneurysmal groups

    Variable/GroupAngleValueP Value
    MeanRange
    Parent-daughter angles
     Control group (n = 54)ϕR1 (°)117.98 ± 23.562.59–160.36<.001
    ϕR2 (°)118.87 ± 17.3276.56–164.27
    ϕL1 (°)119.13 ± 19.6572.06–156.86
    ϕL2 (°)125.09 ± 18.7782.03–167.11
     Aneurysmal group (n = 54)ϕA (°)81.38 ± 20.131.95–124.89
    ϕNA (°)118.81 ± 21.3582.42–163.84
    ϕC1 (°)116.41 ± 22.8950.44–160.78
    ϕC2 (°)115.31 ± 17.2681.74–148.75
    Daughter-daughter angles
     Control group (n = 54)γR (°)110.61 ± 28.3346.64–168.98<.001
    γL (°)102.75 ± 20.6965.3–152.16
     Aneurysmal group (n = 54)γA (°)141.13 ± 21.0485.87–175.72
    γC (°)115.89 ± 23.8462.84–170.17
    • View popup
    Table 4:

    Comparison of angles and diameters between ruptured and unruptured MCA aneurysms

    VariablesRuptured Aneurysman = 22Unruptured Aneurysman =23P Value
    Parent-daughter anglesϕA (°)84.08 ± 20.7779.53 ± 19.74.423
    ϕNA (°)120.22 ± 21.17117.85 ± 21.76.691
    ϕC1 (°)115.35 ± 22.45117.15 ± 23.52.777
    ϕC2 (°)117.53 ± 18.56113.78 ± 16.43.449
    Daughter-daughter anglesγA (°)137.01 ± 24.69143.97 ± 17.99.265
    γC (°)117.67 ± 19.04114.67 ± 26.87.634
    Aneurysmal side RDsRDA (mm)0.80 ± 0.170.73 ± 0.22.244
    RDNA (mm)0.90 ± 0.220.84 ± 0.14.234
    Nonaneurysmal side RDsRDC1 (mm)0.75 ± 0.140.72 ± 0.20.549
    RDC2 (mm)0.78 ± 0.140.82 ± 0.20.469
    • ↵a Values are presented as means.

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American Journal of Neuroradiology: 41 (7)
American Journal of Neuroradiology
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Z. Huang, M. Zeng, W.G. Tao, F.Y. Zeng, C.Q. Chen, L.B. Zhang, F.H. Chen
A Hemodynamic Mechanism Correlating with the Initiation of MCA Bifurcation Aneurysms
American Journal of Neuroradiology Jul 2020, 41 (7) 1217-1224; DOI: 10.3174/ajnr.A6615

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A Hemodynamic Mechanism Correlating with the Initiation of MCA Bifurcation Aneurysms
Z. Huang, M. Zeng, W.G. Tao, F.Y. Zeng, C.Q. Chen, L.B. Zhang, F.H. Chen
American Journal of Neuroradiology Jul 2020, 41 (7) 1217-1224; DOI: 10.3174/ajnr.A6615
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