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Research ArticleNeurointervention
Open Access

Quantifying Intracranial Aneurysm Wall Permeability for Risk Assessment Using Dynamic Contrast-Enhanced MRI: A Pilot Study

P. Vakil, S.A. Ansari, C.G. Cantrell, C.S. Eddleman, F.H. Dehkordi, J. Vranic, M.C. Hurley, H.H. Batjer, B.R. Bendok and T.J. Carroll
American Journal of Neuroradiology May 2015, 36 (5) 953-959; DOI: https://doi.org/10.3174/ajnr.A4225
P. Vakil
aFrom the Departments of Radiology (P.V., S.A.A., J.V., M.C.H., T.J.C.)
cBiomedical Engineering (P.V., C.G.C., T.J.C.), Northwestern University, Chicago, Illinois
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S.A. Ansari
aFrom the Departments of Radiology (P.V., S.A.A., J.V., M.C.H., T.J.C.)
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C.G. Cantrell
cBiomedical Engineering (P.V., C.G.C., T.J.C.), Northwestern University, Chicago, Illinois
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C.S. Eddleman
dDepartment of Neurological Surgery (C.S.E., H.H.B.), University of Texas-Southwestern, Dallas, Texas
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F.H. Dehkordi
eDepartment of Economics and Decision Sciences (F.H.D.), Western Illinois University, Macomb, Illinois.
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J. Vranic
aFrom the Departments of Radiology (P.V., S.A.A., J.V., M.C.H., T.J.C.)
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M.C. Hurley
aFrom the Departments of Radiology (P.V., S.A.A., J.V., M.C.H., T.J.C.)
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H.H. Batjer
dDepartment of Neurological Surgery (C.S.E., H.H.B.), University of Texas-Southwestern, Dallas, Texas
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B.R. Bendok
bNeurosurgery (B.R.B.)
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T.J. Carroll
aFrom the Departments of Radiology (P.V., S.A.A., J.V., M.C.H., T.J.C.)
cBiomedical Engineering (P.V., C.G.C., T.J.C.), Northwestern University, Chicago, Illinois
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    Fig 1.

    Aneurysm permeability modeling in a 14-mm right ICA aneurysm. In the IA, the signal time course from DCE imaging (A) is used to measure the plasma concentration, Cp(t) (red curve, B). The permeability signal, C(t), is subsequently modeled and fit for every voxel to Equation 2. The signal from a single voxel selected from the white circled region adjacent to the IA (white diamonds, B) and fit (yellow curve, B) are shown. The fitting of all voxels derives permeability parameters (Ktrans, VL, and Vp, C). Note the observed signal next to the aneurysm has nearly 3-fold the signal intensity as background (BG) enhancement (blue curve, B). ROIs were placed adjacent to a healthy artery (left panel, D) and the area of highest permeability, next to the IA (right panel, D).

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    Fig 2.

    Correlation and Bland-Altman analysis between measured Ktrans values of both observers reveal strong agreement in derived values. VL is not shown.

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    Fig 3.

    DSA and Ktrans permeability images demonstrate a broad distribution of wall permeability values. Notice the heterogeneity in Ktrans both among subjects and within a single IA.

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    Fig 4.

    The evolution of an untreated posterior communicating artery IA in a 61-year-old man demonstrates that elevated Ktrans at baseline correlated with bleb formation. Morphologic changes during 1.5 years are observed on CTA (A) and DSA (B); however, DCE–MR imaging demonstrates 2 regions with high Ktrans (arrows, C) at the time of imaging—apparently correlating with eventual SAH seen on CT (arrows, D).

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    Fig 5.

    Mean Ktrans and VL values (black diamonds) increase linearly with larger ISUIA-determined size/risk bins (<7, 7–12, and 13–24 mm) as shown in the scatterplot. Note that our cohort did not contain aneurysms in the >25-mm size/risk bin. The gray circles represent individual IA permeability values. The black diamonds are the mean for each size bin.

Tables

  • Figures
  • Results of univariate and multivariate logistic regression of demographic and imaging markers against size-independent risk paradigmsa

    Group A (High Risk = 7, Low Risk = 17)Group B (High Risk = 15, Low Risk = 9)Group AB (High Risk = 17, Low Risk = 7)
    P ValueCoefficientStandard ErrorP ValueCoefficientStandard ErrorP ValueCoefficientStandard Error
    Univariate analysis
        Sex.4092−0.79850.9675.52310.55960.8763.9395−0.06900.9090
        Age.4463−0.03020.0396.16870.05630.0409.9774−0.00110.0401
        HTNb (n = 19).999927.49103.32E + 05.25601.17871.0377.10731.72721.0724
        HLD (n = 17).32051.18561.1934.21151.16320.9309.35040.89100.9541
        Statins (n = 12).47840.64440.9090.91580.08960.8473.85110.16990.9052
        Tobacco
            Current use (n = 5).55260.62421.0511.999927.933.32E + 05.999927.49373.32E + 05
            Past use (n = 11).47840.64440.9090.91580.08960.8473.85110.16990.9052
        Alcoholc (n = 3).86540.22311.3166.2897−1.38631.3093.1620−1.18561.3276
        Imaging markers (n = 24)
            IA size.0182d0.2877d0.1222d.9583−0.00360.0695.39620.07640.0900
            IA neck.06160.57430.3072.6545−0.10610.2370.52230.18800.2938
            Ktrans.0280d19.5088d8.8789d.0243d23.6481d10.4975d.0286d36.5083d16.6795d
            Aspect ratio.10741.28140.7959.6270.20730.4266.45110.43850.5819
            VL.22864.52103.7548.41763.33954.1195.36324.48434.9321
    Multivariate analysis
        IA Size.03370.24480.1153.1534−0.15910.1114.4435−0.08170.1066
        Ktrans.133918.554412.3781.0231d33.9634d14.9545d.0346d43.0945d20.3981d
    • Note:—HTN indicates hypertension; HLD, hyperlipidemia.

    • ↵a Analysis performed on 24 saccular IAs.

    • ↵b All patients' hypertension was under control using medication.

    • ↵c Current use.

    • ↵d Significant (P < .05).

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American Journal of Neuroradiology: 36 (5)
American Journal of Neuroradiology
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1 May 2015
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Cite this article
P. Vakil, S.A. Ansari, C.G. Cantrell, C.S. Eddleman, F.H. Dehkordi, J. Vranic, M.C. Hurley, H.H. Batjer, B.R. Bendok, T.J. Carroll
Quantifying Intracranial Aneurysm Wall Permeability for Risk Assessment Using Dynamic Contrast-Enhanced MRI: A Pilot Study
American Journal of Neuroradiology May 2015, 36 (5) 953-959; DOI: 10.3174/ajnr.A4225

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Quantifying Intracranial Aneurysm Wall Permeability for Risk Assessment Using Dynamic Contrast-Enhanced MRI: A Pilot Study
P. Vakil, S.A. Ansari, C.G. Cantrell, C.S. Eddleman, F.H. Dehkordi, J. Vranic, M.C. Hurley, H.H. Batjer, B.R. Bendok, T.J. Carroll
American Journal of Neuroradiology May 2015, 36 (5) 953-959; DOI: 10.3174/ajnr.A4225
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