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Research ArticleNeurointervention
Open Access

Thinner Regions of Intracranial Aneurysm Wall Correlate with Regions of Higher Wall Shear Stress: A 7T MRI Study

R. Blankena, R. Kleinloog, B.H. Verweij, P. van Ooij, B. ten Haken, P.R. Luijten, G.J.E. Rinkel and J.J.M. Zwanenburg
American Journal of Neuroradiology July 2016, 37 (7) 1310-1317; DOI: https://doi.org/10.3174/ajnr.A4734
R. Blankena
aFrom the Department of Neurology and Neurosurgery (R.B., R.K., B.H.V., G.J.E.R.)
dFaculty of Science and Technology (R.B., B.t.H.), Department of Technical Medicine, University of Twente, Enschede, the Netherlands
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R. Kleinloog
aFrom the Department of Neurology and Neurosurgery (R.B., R.K., B.H.V., G.J.E.R.)
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B.H. Verweij
aFrom the Department of Neurology and Neurosurgery (R.B., R.K., B.H.V., G.J.E.R.)
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P. van Ooij
eDepartment of Biomedical Engineering and Physics (P.v.O.), Academic Medical Center, Amsterdam, the Netherlands.
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B. ten Haken
dFaculty of Science and Technology (R.B., B.t.H.), Department of Technical Medicine, University of Twente, Enschede, the Netherlands
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P.R. Luijten
bBrain Center Rudolf Magnus, Department of Radiology (P.R.L., J.J.M.Z.)
cImage Sciences Institute (P.R.L., J.J.M.Z.), University Medical Center Utrecht, Utrecht, the Netherlands
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G.J.E. Rinkel
aFrom the Department of Neurology and Neurosurgery (R.B., R.K., B.H.V., G.J.E.R.)
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J.J.M. Zwanenburg
bBrain Center Rudolf Magnus, Department of Radiology (P.R.L., J.J.M.Z.)
cImage Sciences Institute (P.R.L., J.J.M.Z.), University Medical Center Utrecht, Utrecht, the Netherlands
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    Fig 1.

    A, Illustration of a voxel (dashed square, size d) partly filled with aneurysm wall (filled rectangle) with thickness w. In case of perfect suppression of the surrounding CSF and blood, the signal from the voxel is directly proportional to the wall thickness w, as given by the equation. B, If the vessel wall is oblique, the filling factor is higher, leading to a different proportionality constant between the wall thickness and the signal obtained from the voxel (extra signal is indicated by black areas). C, If the voxel boundary falls within the vessel wall, the partial volume effect is spread over 2 voxels, leading to apparently thinner walls (less signal compared with A).

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    Fig 2.

    Schematic overview of the algorithm to determine the apparent wall thickness and its correlation to wall shear stress in intracranial aneurysms on 7T MR imaging. Blocks represent in- and outputs, and arrows represent procedures within the algorithm. The numbers in the boxes refer to the visualizations of several steps at the bottom of the image: 1) MPIR-TSE image (transverse orientation); the red box indicates the area of brain tissue that is used for the correction (by fitting a second-order polynomial function to the brain tissue intensities) and normalization of the vessel wall intensities; 2) cropped MPIR-TSE image clearly showing the aneurysm wall and its varying intensity; 3) the PC/mag image used for segmentation of the aneurysm lumen; 4) cropped PC/mag image; 5) registered images: pink is MPIR-TSE; green, PC/mag; 6) 3D shell encompassing the aneurysm wall; 7) brain tissue mask; 8) overlay of the 3D shell on the MPIR-TSE image with tissue mask; 9) segmented aneurysm wall; and 10) radial intensity profiles to sample vessel wall intensities (ie, signal maxima within the 3D shell, indicated by red dots). The profiles were rotated by stepping with 1°; here only a few profiles are shown. The images are taken from aneurysm 1 (Table). PC/P indicates phase-contrast MRI phase images.

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    Fig 3.

    Visual comparison between apparent wall thickness and wall shear stress in intracranial aneurysms on 7T MR imaging. 3D color map with AWT (left images) and 3D color map with WSS (right images) are shown. The color scaling for all AWT images is equal, while the WSS images were individually scaled as indicated by the color scale bars. Parent vessels and wall areas where no AWT data (N.D.) were available are displayed in gray. Numbers correspond to the numbering of the aneurysms in the Table. The other side of the aneurysms is shown in the On-line Figure.

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    Fig 4.

    Comparison of apparent wall thickness and wall shear stress in intracranial aneurysms on 7T MR imaging. A, Histogram for each aneurysm is sorted from the aneurysm with the highest amount of measurements points (n = 864) to the aneurysm with the least measurement points (n = 33). The 4 colors represent the WSS, divided into 4 quartiles per aneurysm with increasing WSS (1 = lowest WSS quartile, 4 = highest WSS quartile). B, AWT is plotted against WSS in all aneurysms (different colors). The dots represent the 4 WSS quartiles.

Tables

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  • Baseline characteristics and AWT results of 11 unruptured intracranial aneurysms

    AneurysmAge (yr), SexAneurysm (mm), Largest Diameter (Height × Width in mm)Location of AneurysmAnalyzed PointsCoveragebAWT HeterogeneitycCorrelation (ρ)
    150, Ma9.1 (5.9 × 6.3)MCA86450%–75%0.17−0.4
    255, M9.6 (6.1 × 9.6)MCA76950%–75%0.53−0.6
    370, M9.5 (7.8 × 7.8)AcomA71425%–50%0.22−0.1
    464, M10.1 (8.8 × 7.7)MCA46625%–50%0.15−0.3
    560, Fa6.8 (6 × 4.7)MCA42850%–75%0.21−0.5
    655, F7.4 (6.0 × 5.8)MCA40650%–75%0.11−0.2
    756, M12.6 (10.1 × 9.4)AcomA298<25%0.31−0.5
    850, Ma6.4 (4.8 × 3.9)ICA16625%–50%0.21−0.5
    974, F6.1 (6.1 × 5.7)AcomA16325%–50%0.13−0.1
    1050, F12.9 (12.9 × 6.3)MCA130<25%0.31−0.3
    1160, Fa5.6 (4.5 × 3.9)Pericallosal artery33<25%0.07−0.4
    • Note:—AcomA indicates anterior communicating artery.

    • ↵a Two aneurysms in 1 patient.

    • ↵b Coverage indicates the visual estimated percentage of the area of the wall that could be analyzed.

    • ↵c Heterogeneity is defined as the interquartile range in AWT, and reflects the spatial wall thickness variation.

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American Journal of Neuroradiology: 37 (7)
American Journal of Neuroradiology
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1 Jul 2016
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R. Blankena, R. Kleinloog, B.H. Verweij, P. van Ooij, B. ten Haken, P.R. Luijten, G.J.E. Rinkel, J.J.M. Zwanenburg
Thinner Regions of Intracranial Aneurysm Wall Correlate with Regions of Higher Wall Shear Stress: A 7T MRI Study
American Journal of Neuroradiology Jul 2016, 37 (7) 1310-1317; DOI: 10.3174/ajnr.A4734

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Thinner Regions of Intracranial Aneurysm Wall Correlate with Regions of Higher Wall Shear Stress: A 7T MRI Study
R. Blankena, R. Kleinloog, B.H. Verweij, P. van Ooij, B. ten Haken, P.R. Luijten, G.J.E. Rinkel, J.J.M. Zwanenburg
American Journal of Neuroradiology Jul 2016, 37 (7) 1310-1317; DOI: 10.3174/ajnr.A4734
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