Mariya S. Pravdivtseva1, Franziska Gaidzik2, Philipp Berg2, Carson Hoffman3, Leonardo A. Rivera-Rivera3, Rafael Medero4, Lindsay Bodart3, Alejandro Roldan-Alzate4, Michael A. Speidel3, Kevin M. Johnson3, Oliver Wieben3, Olav Jansen5, Jan-Bernd Hövener1, and Naomi Larsen5
1Section Biomedical Imaging, Molecular Imaging North Competence Center (MOIN CC), Department of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein (UKSH), Kiel University, Kiel, Germany, 2Laboratory of Fluid Dynamics and Technical Flows, Forschungs campus STIMULATE, University of Magdeburg, Magdeburg, Germany, 3Department of Medical Physics and Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States, 4Department of Mechanical Engineering and Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States, 5Department of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein, Kiel, Germany
Synopsis
An intracranial aneurysm is a life-threatening disease.
Vessel-wall enhancement on black-blood MRI was associated with inflammation and
proposed as a marker for higher aneurysm rupture risk. However, slow blood flow
can mimic wall enhancement. Here, we studied the effects of flow rates, spatial
resolution, and motion-sensitized driven equilibrium (MSDE) on black-blood MRI
using printed aneurysm models. A hyperintense signal was observed in the models
and co-localized with a slow flow. MSDE and higher flow rates reduced the hyperintensities.
Slow-flow phenomena contribute substantially to aneurysm enhancement, vary with
MRI parameters, and should be considered in rupture assessment.
Introduction
Intracranial aneurysm (IA) is a common pathology
with life-threatening bleedings if ruptured. A reliable assessment of aneurysm rupture
risk remains a clinical challenge.
Enhancement of the aneurysm wall on gadolinium-enhanced
black-blood MRI (BB MRI) has been proposed as a marker for higher risk of
rupture1. It has been associated with inflammatory and
degenerative processes in the aneurysm wall. Furthermore, so-called pseudo-enhancement
related to slow blood flow in the aneurysm sac observed in vivo2 might impede precise assessment of true wall
enhancement. This pseudo-enhancement has been observed in vitro in a plastic aneurysm
model3 as well. Due to the impermeable walls of the
vascular model, the accumulation of contrast agent in the wall can be ruled out
as a cause of signal enhancement, thus enabling the examination of flow-related
enhancement phenomena without the influence of inflammation-related wall permeability.
This study aimed to assess the contribution of slow
flow on BB-signal using 3D-printed patient-specific aneurysm models. Moreover,
the impact of spatial resolution and motion-sensitized driven equilibrium
(MSDE) preparation on flow-related enhancement was investigated.Methods
Experimental setup:
Geometrical data of three patients with IAs showing extensive signal
enhancement on BB MRI (Fig. 1a,b) were used to construct aneurysm models (M1-3,
Fig. 1c). Models were 3D-printed, submerged in an agarose gel, and supplied
with a pulsatile flow at time-averaged values of 160-311 ml/min (Fig. 1d).
MRI measurements: 3
T MRI system with a 32-channel head coil was used (Ingenia CX, R5 V6.1, Philips
Healthcare). The MR protocol comprised BB MRI and 4D flow.
BB MRI was performed using a 3D T1-weighted
variable refocusing flip angle turbo spin-echo sequence4 (TE/TR: 22–32/700msec; FOV: 120×120×70mm3;
echo train: 55; 3 voxel sizes: 0.5mm3, 0.7mm3,
0.9mm3) with and without MSDE5, before and after Gd-contrast administration.
4D flow was performed using a 3D T1-weighted
spoiled fast gradient echo sequence with Cartesian sampling and a balanced
symmetric 4-point phase-contrast encoding scheme (TE/TR: 4.6/7.5msec; FOV:
120×120×70mm3; voxel size: (1mm)3; temporal points: 24; velocity
encoding: 50 and 100cm/s).
To verify 4D flow measurements, flow simulations
(CFD) with a higher spatial resolution (0.1mm3) were conducted. Boundary
conditions were set according to the experiment.
Data assessment: BB-signal
was measured in three regions of interest (ROI): aneurysm lumen, wall, and
agarose gel (Fig. 2). BB-signal at the aneurysm lumen and wall was normalized
by the signal at the agarose gel. A Kruskal–Wallis test was performed to
compare BB-signal with varying MRI parameters (p=0.01). Voxel-wise BB-signal
was compared to velocity values at the aneurysm lumen.Results
4D flow velocity was similar to that calculated
with CFD for all models (Fig. 3). Flow jets were apparent in M1 and M2 (Fig.
4a). Jets lost their speed and changed direction after contact with the
opposite aneurysm wall. The areas of minimum velocities were apparent between
forward and reverse flow jets. No flow jet was observed in M3.
In all three models, a hyperintense BB-signal was
found in the aneurysm lumen. High velocities were co-localized with areas of
low BB-signal (Fig. 3), a voxel-wise comparison between 4D flow and BB-signal yielded
the same result (Fig. 4b). Median values of velocity and BB-signal were inversely
dependent on each other (Fig. 4c): higher velocities were associated with more effective
blood signal suppression, resulting in lower BB-signal. Flow entering the
aneurysm was the highest in M1 and the lowest in M3, respectively the best flow
suppression was observed in M1 and the worst in M3.
Among all three models, the following tendency was observed:
BB-signal in the aneurysm increased by a factor of 2.56±0.68 (p<0.01) after
Gd-contrast administration and decreased by 2.21±1.12 when a higher flow was
applied (Fig. 5). BB-signal was reduced further 4.91±3.01 times when MSDE and
the high flow rate were used, thus BB-signal was lowest in conjunction with
high flows and MSDE. Modification of the spatial resolution did not yield a
clear result.Discussion
Our results indicate that higher signal intensities
in the aneurysm lumen are associated with slow flow inside the aneurysm, which
is in line with findings reported previously3. In addition, we
showed an inverse dependence between the median values of velocity and
BB-signal. Remarkably, previously both signal enhancement6 and slow flow7 were associated with a higher rupture risk.
Likely, the sensitivity of BB-signal for slow flow could help to identify
hemodynamic conditions associated with aneurysm progression and rupture, as
opposed to considering it only as a misleading artifact.
In agreement with the previous results8, MSDE reduced flow-related signal enhancement.
MSDE does not prolong MRI acquisition time and may be a good solution to
minimize flow-related artifacts. However, other aspects such as the impact of
MSDE-preparation on image quality and diagnostic performance should be further
investigated.
The study has the following limitations: 1) a small
number of models was used, although with different representative flow patterns;
2) rigid 3D-printed walls differ from in vivo aneurysm walls in terms of MRI
signal, microscopic surface properties, and elasticity precluding direct
transfer of the results to in vivo scans.Conclusion
Slow-flow phenomena contribute substantially to
aneurysm enhancement and vary with MRI parameters. This should be considered in
the clinical setting when assessing VWE in patients with an unruptured
aneurysm.Acknowledgements
We are grateful for the financial and intellectual
support by the Research Training Group “Materials for Brain” (GRK2154).References
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