An automatic CFD-based flow diverter optimization principle for patient-specific intracranial aneurysms

被引:45
作者
Janiga, Gabor [1 ]
Daroczy, Laszlo [1 ]
Berg, Philipp [1 ]
Thevenin, Dominique [1 ]
Skalej, Martin [2 ]
Beuing, Oliver [2 ]
机构
[1] Univ Magdeburg, Lab Fluid Dynam & Tech Flows, D-39106 Magdeburg, Germany
[2] Univ Magdeburg, Inst Neuroradiol, D-39106 Magdeburg, Germany
关键词
Computational fluid dynamics; Flow diverter; Intracranial aneurysm; Stent deployment; CFD-based optimization; Patient-specific; TREATED CEREBRAL ANEURYSMS; ANGIOGRAPHIC FOLLOW-UP; IN-VITRO; HEMODYNAMICS; STENTS;
D O I
10.1016/j.jbiomech.2015.09.039
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The optimal treatment of intracranial aneurysms using flow diverting devices is a fundamental issue for neuroradiologists as well as neurosurgeons. Due to highly irregular manifold aneurysm shapes and locations, the choice of the stent and the patient-specific deployment strategy can be a very difficult decision. To support the therapy planning, a new method is introduced that combines a three-dimensional CFD-based optimization with a realistic deployment of a virtual flow diverting stent for a given aneurysm. To demonstrate the feasibility of this method, it was applied to a patient-specific intracranial giant aneurysm that was successfully treated using a commercial flow diverter. Eight treatment scenarios with different local compressions were considered in a fully automated simulation loop. The impact on the corresponding blood flow behavior was evaluated qualitatively as well as quantitatively, and the optimal configuration for this specific case was identified. The virtual deployment of an uncompressed flow diverter reduced the inflow into the aneurysm by 24.4% compared to the untreated case. Depending on the positioning of the local stent compression below the ostium, blood flow reduction could vary between 27.3% and 33.4%. Therefore, a broad range of potential treatment outcomes was identified, illustrating the variability of a given flow diverter deployment in general. This method represents a proof of concept to automatically identify the optimal treatment for a patient in a virtual study under certain assumptions. Hence, it contributes to the improvement of virtual stenting for intracranial aneurysms and can support physicians during therapy planning in the future. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3846 / 3852
页数:7
相关论文
共 32 条
[1]   An image-based modeling framework for patient-specific computational hemodynamics [J].
Antiga, Luca ;
Piccinelli, Marina ;
Botti, Lorenzo ;
Ene-Iordache, Bogdan ;
Remuzzi, Andrea ;
Steinman, David A. .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2008, 46 (11) :1097-1112
[2]  
Anzai H, 2014, J FLOW CONTROL MEAS, V2014
[3]   Optimization of Strut Placement in Flow Diverter Stents for Four Different Aneurysm Configurations [J].
Anzai, Hitomi ;
Falcone, Jean-Luc ;
Chopard, Bastien ;
Hayase, Toshiyuki ;
Ohta, Makoto .
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2014, 136 (06)
[4]   Optimization of flow diverters for cerebral aneurysms [J].
Anzai, Hitomi ;
Ohta, Makoto ;
Falcone, Jean-Luc ;
Chopard, Bastien .
JOURNAL OF COMPUTATIONAL SCIENCE, 2012, 3 (1-2) :1-7
[5]   Intracranial aneurysms: an overview [J].
Bonneville, Fabrice ;
Sourour, Nader ;
Biondi, Alessandra .
NEUROIMAGING CLINICS OF NORTH AMERICA, 2006, 16 (03) :371-+
[6]   Unsteady wall shear stress analysis from image-based computational fluid dynamic aneurysm models under Newtonian and Casson rheological models [J].
Castro, Marcelo A. ;
Ahumada Olivares, Maria C. ;
Putman, Christopher M. ;
Cebral, Juan R. .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2014, 52 (10) :827-839
[7]   Clinical application of image-based CFD for cerebral aneurysms [J].
Cebral, J. R. ;
Mut, F. ;
Sforza, D. ;
Loehner, R. ;
Scrivano, E. ;
Lylyk, P. ;
Putman, C. .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING, 2011, 27 (07) :977-992
[8]   Aneurysm Rupture Following Treatment with Flow-Diverting Stents: Computational Hemodynamics Analysis of Treatment [J].
Cebral, J. R. ;
Mut, F. ;
Raschi, M. ;
Scrivano, E. ;
Ceratto, R. ;
Lylyk, P. ;
Putman, C. M. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2011, 32 (01) :27-33
[9]   Quantitative Characterization of the Hemodynamic Environment in Ruptured and Unruptured Brain Aneurysms [J].
Cebral, J. R. ;
Mut, F. ;
Weir, J. ;
Putman, C. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2011, 32 (01) :145-151
[10]   Results of Screening for Intracranial Aneurysms in Patients with Coarctation of the Aorta [J].
Curtis, S. L. ;
Bradley, M. ;
Wilde, P. ;
Aw, J. ;
Chakrabarti, S. ;
Hamilton, M. ;
Martin, R. ;
Turner, M. ;
Stuart, A. G. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2012, 33 (06) :1182-1186