Patient-Specific Computational Hemodynamics of Intracranial Aneurysms from 3D Rotational Angiography and CT Angiography: An In Vivo Reproducibility Study

BACKGROUND AND PURPOSE: Patient-specific simulations of the hemodynamics in intracranial aneurysms can be constructed by using image-based vascular models and CFD techniques. This work evaluates the impact of the choice of imaging technique on these simulations. MATERIALS AND METHODS: Ten aneurysms, imaged with 3DRA and CTA, were analyzed to assess the reproducibility of geometric and hemodynamic variables across the 2 modalities. RESULTS: Compared with 3DRA models, we found that CTA models often had larger aneurysm necks (P = .05) and that most of the smallest vessels (between 0.7 and 1.0 mm in diameter) could not be reconstructed successfully with CTA. With respect to the values measured in the 3DRA models, the flow rate differed by 14.1 ± 2.8% (mean ± SE) just proximal to the aneurysm and 33.9 ± 7.6% at the aneurysm neck. The mean WSS on the aneurysm differed by 44.2 ± 6.0%. Even when normalized to the parent vessel WSS, a difference of 31.4 ± 9.9% remained, with the normalized WSS in most cases being larger in the CTA model (P = .04). Despite these substantial differences, excellent agreement (κ ≥ 0.9) was found for qualitative variables that describe the flow field, such as the structure of the flow pattern and the flow complexity. CONCLUSIONS: Although relatively large differences were found for all evaluated quantitative hemodynamic variables, the main flow characteristics were reproduced across imaging modalities.

[1]  H. Venema,et al.  Diagnostic Accuracy of CT Angiography with Matched Mask Bone Elimination for Detection of Intracranial Aneurysms: Comparison with Digital Subtraction Angiography and 3D Rotational Angiography , 2008, American Journal of Neuroradiology.

[2]  J M Wardlaw,et al.  Can noninvasive imaging accurately depict intracranial aneurysms? A systematic review. , 2000, Radiology.

[3]  K. Kayembe,et al.  Cerebral Aneurysms and Variations in the Circle of Willis , 1984, Stroke.

[4]  W. Young,et al.  Intracranial aneurysms: links among inflammation, hemodynamics and vascular remodeling , 2006, Neurological research.

[5]  Alejandro F Frangi,et al.  Non-parametric geodesic active regions: Method and evaluation for cerebral aneurysms segmentation in 3DRA and CTA , 2007, Medical Image Anal..

[6]  Yiannis Ventikos,et al.  The Haemodynamics of Endovascular Aneurysm Treatment: A Computational Modelling Approach for Estimating the Influence of Multiple Coil Deployment , 2008, IEEE Transactions on Medical Imaging.

[7]  Ernst Klotz,et al.  New techniques in CT angiography. , 2006, Radiographics : a review publication of the Radiological Society of North America, Inc.

[8]  Marco Attene,et al.  ReMESH: An Interactive Environment to Edit and Repair Triangle Meshes , 2006, IEEE International Conference on Shape Modeling and Applications 2006 (SMI'06).

[9]  E. Balaras,et al.  Modeling the interaction of coils with the local blood flow after coil embolization of intracranial aneurysms. , 2007, Journal of biomechanical engineering.

[10]  Rainald Löhner,et al.  Efficient simulation of blood flow past complex endovascular devices using an adaptive embedding technique , 2005, IEEE Transactions on Medical Imaging.

[11]  George Tomlinson,et al.  Neurologic complications of cerebral angiography: prospective analysis of 2,899 procedures and review of the literature. , 2003, Radiology.

[12]  Elad I Levy,et al.  QUANTIFICATION OF HEMODYNAMIC CHANGES INDUCED BY VIRTUAL PLACEMENT OF MULTIPLE STENTS ACROSS A WIDE‐NECKED BASILAR TRUNK ANEURYSM , 2007, Neurosurgery.

[13]  C. Putman,et al.  Characterization of cerebral aneurysms for assessing risk of rupture by using patient-specific computational hemodynamics models. , 2005, AJNR. American journal of neuroradiology.

[14]  T. O'donnell,et al.  Pulsatile flow and atherosclerosis in the human carotid bifurcation: Positive correlation between plaque location and low and oscillating shear stress: Ku DN, Giddens DP, Zarins CK, et al. Arteriosclerosis 1985; 5: 293–302 , 1986 .

[15]  David A Steinman,et al.  Characterization of volumetric flow rate waveforms at the carotid bifurcations of older adults , 2010, Physiological measurement.

[16]  Dale J. Prediger,et al.  Coefficient Kappa: Some Uses, Misuses, and Alternatives , 1981 .

[17]  L-D Jou,et al.  3D Rotational Digital Subtraction Angiography May Underestimate Intracranial Aneurysms: Findings from Two Basilar Aneurysms , 2007, American Journal of Neuroradiology.

[18]  Y Trousset,et al.  Intracranial aneurysms: clinical value of 3D digital subtraction angiography in the therapeutic decision and endovascular treatment. , 2001, Radiology.

[19]  G. Duckwiler,et al.  Sensitivity of patient-specific numerical simulation of cerebal aneurysm hemodynamics to inflow boundary conditions. , 2007, Journal of neurosurgery.

[20]  D. Newell,et al.  Cerebral Aneurysms , 2019, Definitions.

[21]  Alejandro F. Frangi,et al.  Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity , 2005, IEEE Transactions on Medical Imaging.

[22]  C M Putman,et al.  Computational fluid dynamics modeling of intracranial aneurysms: effects of parent artery segmentation on intra-aneurysmal hemodynamics. , 2006, AJNR. American journal of neuroradiology.

[23]  Cao Huicun Comparison of 2D and 3D Digital Subtraction Angiography in Evaluation of Intracranial Aneurysms , 2006 .

[24]  Alejandro F Frangi,et al.  Reproducibility of haemodynamical simulations in a subject-specific stented aneurysm model--a report on the Virtual Intracranial Stenting Challenge 2007. , 2008, Journal of biomechanics.

[25]  C. Truwit,et al.  Detection of Aneurysms by 64-Section Multidetector CT Angiography in Patients Acutely Suspected of Having an Intracranial Aneurysm and Comparison with Digital Subtraction and 3D Rotational Angiography , 2008, American Journal of Neuroradiology.

[26]  D. Ku,et al.  Pulsatile Flow and Atherosclerosis in the Human Carotid Bifurcation: Positive Correlation between Plaque Location and Low and Oscillating Shear Stress , 1985, Arteriosclerosis.

[27]  Alejandro F Frangi,et al.  Hemodynamics and rupture of terminal cerebral aneurysms. , 2009, Academic radiology.

[28]  B. Rutt,et al.  Reproducibility of Image-Based Computational Fluid Dynamics Models of the Human Carotid Bifurcation , 2003, Annals of Biomedical Engineering.

[29]  Alejandro F. Frangi,et al.  Fast Virtual Stenting with Deformable Meshes: Application to Intracranial Aneurysms , 2008, MICCAI.

[30]  L. Jou,et al.  Wall Shear Stress on Ruptured and Unruptured Intracranial Aneurysms at the Internal Carotid Artery , 2008, American Journal of Neuroradiology.

[31]  L. Bidaut,et al.  CT angiography, MR angiography and rotational digital subtraction angiography for volumetric assessment of intracranial aneurysms. An experimental study , 2003, Neuroradiology.

[32]  T. Liou,et al.  Effects of stent porosity on hemodynamics in a sidewall aneurysm model. , 2008, Journal of biomechanics.

[33]  A. G. Osborn,et al.  3D Rotational Angiography: The New Gold Standard in the Detection of Additional Intracranial Aneurysms , 2009 .

[34]  Alejandro F. Frangi,et al.  CFD Analysis Incorporating the Influence of Wall Motion: Application to Intracranial Aneurysms , 2006, MICCAI.

[35]  Theo Arts,et al.  Wall shear stress--an important determinant of endothelial cell function and structure--in the arterial system in vivo. Discrepancies with theory. , 2006, Journal of vascular research.

[36]  T. Bowker,et al.  Rest versus Exercise Hemodynamics for Middle Cerebral Artery Aneurysms: A Computational Study , 2010, American Journal of Neuroradiology.

[37]  H. Mori,et al.  Three-dimensional Reconstructed Images after Rotational Angiography in the Evaluation of Intracranial Aneurysms: Surgical Correlation , 2000, Neurosurgery.

[38]  E. Lakatta,et al.  Carotid bifurcation hemodynamics in older adults: effect of measured versus assumed flow waveform. , 2010, Journal of biomechanical engineering.

[39]  Y. Cho,et al.  Intracranial aneurysms: flow analysis of their origin and progression. , 1992, AJNR. American journal of neuroradiology.

[40]  Marko Kangasniemi,et al.  Remodeling of Saccular Cerebral Artery Aneurysm Wall Is Associated With Rupture: Histological Analysis of 24 Unruptured and 42 Ruptured Cases , 2004, Stroke.

[41]  Jingfeng Jiang,et al.  Computational fluid dynamics simulations of intracranial aneurysms at varying heart rates: a "patient-specific" study. , 2009, Journal of biomechanical engineering.

[42]  J. Dion,et al.  Risk of cerebral angiography in patients with subarachnoid hemorrhage, cerebral aneurysm, and arteriovenous malformation: a meta-analysis. , 1999, Stroke.

[43]  C M Putman,et al.  Hemodynamics in a Lethal Basilar Artery Aneurysm Just before Its Rupture , 2009, American Journal of Neuroradiology.

[44]  C M Putman,et al.  Hemodynamic Patterns of Anterior Communicating Artery Aneurysms: A Possible Association with Rupture , 2009, American Journal of Neuroradiology.