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Korte J, Klopp ES, Berg P. Multi-Dimensional Modeling of Cerebral Hemodynamics: A Systematic Review. Bioengineering (Basel) 2024; 11:72. [PMID: 38247949 PMCID: PMC10813503 DOI: 10.3390/bioengineering11010072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 12/23/2023] [Accepted: 01/06/2024] [Indexed: 01/23/2024] Open
Abstract
The Circle of Willis (CoW) describes the arterial system in the human brain enabling the neurovascular blood supply. Neurovascular diseases like intracranial aneurysms (IAs) can occur within the CoW and carry the risk of rupture, which can lead to subarachnoid hemorrhage. The assessment of hemodynamic information in these pathologies is crucial for their understanding regarding detection, diagnosis and treatment. Multi-dimensional in silico approaches exist to evaluate these hemodynamics based on patient-specific input data. The approaches comprise low-scale (zero-dimensional, one-dimensional) and high-scale (three-dimensional) models as well as multi-scale coupled models. The input data can be derived from medical imaging, numerical models, literature-based assumptions or from measurements within healthy subjects. Thus, the most realistic description of neurovascular hemodynamics is still controversial. Within this systematic review, first, the models of the three scales (0D, 1D, 3D) and second, the multi-scale models, which are coupled versions of the three scales, were discussed. Current best practices in describing neurovascular hemodynamics most realistically and their clinical applicablility were elucidated. The performance of 3D simulation entails high computational expenses, which could be reduced by analyzing solely the region of interest in detail. Medical imaging to establish patient-specific boundary conditions is usually rare, and thus, lower dimensional models provide a realistic mimicking of the surrounding hemodynamics. Multi-scale coupling, however, is computationally expensive as well, especially when taking all dimensions into account. In conclusion, the 0D-1D-3D multi-scale approach provides the most realistic outcome; nevertheless, it is least applicable. A 1D-3D multi-scale model can be considered regarding a beneficial trade-off between realistic results and applicable performance.
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Affiliation(s)
- Jana Korte
- Research Campus STIMULATE, University of Magdeburg, 39106 Magdeburg, Germany
- Department of Fluid Dynamics and Technical Flows, University of Magdeburg, 39106 Magdeburg, Germany
| | - Ehlar Sophie Klopp
- Research Campus STIMULATE, University of Magdeburg, 39106 Magdeburg, Germany
- Department of Medical Engineering, University of Magdeburg, 39106 Magdeburg, Germany
| | - Philipp Berg
- Research Campus STIMULATE, University of Magdeburg, 39106 Magdeburg, Germany
- Department of Medical Engineering, University of Magdeburg, 39106 Magdeburg, Germany
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2
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Wang Y, Jin J, Chen J, Chen P, Abdollahi SA. Impacts of morphology parameters on the risk of rupture in intracranial aneurysms: statistical and computational analyses. Sci Rep 2023; 13:18974. [PMID: 37923845 PMCID: PMC10624915 DOI: 10.1038/s41598-023-46211-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 10/29/2023] [Indexed: 11/06/2023] Open
Abstract
The hemodynamic analysis of the blood stream inside the cerebral aneurysms reveals the risk of the aneurysm rupture. In addition, the high risk region prone to rupture would be determined by the hemodynamic analysis of the blood. In present article, computational fluid dynamic is used for the investigation of the hemodynamic effects on the aneurysm wall and risk of rupture. This study tries to find the connection between the risk of rupture with three geometrical features of aneurysm i.e., Ellipsoid Max semi-axis, Size ratio and Tortuosity. Statistical analysis is done over 30 different ruptured /unruptured ICA aneurysms to find meaningful relation between selected geometrical factors and rupture risk. The hemodynamic analysis is done over four distinct aneurysm models to attain more details on effects of chosen geometrical factors. The results of simulations indicate that the Ellipsoid Max semi-axis have meaningful impacts on the risk of rupture.
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Affiliation(s)
- Yujing Wang
- College of Health Informatics, Chongqing Medical University, No.1 Medial Road, 400010, Chongqing, China
| | - Jing Jin
- College of Health Informatics, Chongqing Medical University, No.1 Medial Road, 400010, Chongqing, China.
| | - Jie Chen
- Department of Neurosurgery, Chongqing University Cancer Hospital, 400000, Chongqing, China
| | - Peng Chen
- College of Health Informatics, Chongqing Medical University, No.1 Medial Road, 400010, Chongqing, China
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Huang C, Zhou X, Duan F, Li R, Luo M, Luo Z, Mousavi SV. Analysis of the effects of stent-induced deformation on the hemodynamics of MCA aneurysms. Sci Rep 2023; 13:12356. [PMID: 37524843 PMCID: PMC10390493 DOI: 10.1038/s41598-023-39685-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 07/28/2023] [Indexed: 08/02/2023] Open
Abstract
The use of a stent to coil an aneurysm can alter the position of the main blood vessel and affect blood flow within the sac. This study thoroughly examines the impact of stent-induced changes on the risk of MCA aneurysm rupture. The research aims to assess the effects of coiling and vessel deformation on blood flow dynamics by comparing the OSI, WSS, and blood structure of two distinct MCA aneurysms to identify high-risk areas for hemorrhage. Computational fluid dynamics is used to model blood flow. The results indicate that aneurysm deformation does not always decrease the risk of rupture, and coiling is more effective in occluding blood flow than aneurysm deformation.
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Affiliation(s)
- Conggang Huang
- Neurosurgery Department, Wuhan NO.1 Hospital, Wuhan, 430022, Hubei, China
| | - Xueqin Zhou
- Neurosurgery Department, Wuhan NO.1 Hospital, Wuhan, 430022, Hubei, China
| | - Faliang Duan
- Neurosurgery Department, Wuhan NO.1 Hospital, Wuhan, 430022, Hubei, China
| | - Ruixue Li
- Intensive Care Unit, Wuhan Sixth Hospital, Wuhan, 430014, Hubei, China
| | - Ming Luo
- Neurosurgery Department, Wuhan NO.1 Hospital, Wuhan, 430022, Hubei, China
| | - Zhihua Luo
- Neurosurgery Department, Wuhan NO.1 Hospital, Wuhan, 430022, Hubei, China.
| | - SValiallah Mousavi
- Department of Mechanical Engineering, Technical and Vocational University (TVU), Tehran, Iran.
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Lu Y, Ding C, Tan S, Zhou X, Wang Y. Predisposing factors for the deformation of parent artery of anterior circulation saccular aneurysm after stent-assisted embolization: A retrospective cohort study. Interv Neuroradiol 2023; 29:243-250. [PMID: 35238673 PMCID: PMC10369118 DOI: 10.1177/15910199221084797] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 01/24/2022] [Accepted: 02/14/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND It has been previously reported in several studies that deformation of parent artery (DPA) occurs after stent-assisted coil embolization (SACE) for intracranial aneurysms (IAs). OBJECTIVE To investigate the predisposing factors of stent-induced DPA, as well as its effect on the follow-up of aneurysm embolization. METHODS Clinical and imaging data were collected from 198 patients (201 aneurysms). Angles of the stent-covered parental artery were measured before treatment and during follow-up. Cases in which the angle had changed more than 5 degrees, were defined as DPA. The related factors of DPA were analyzed. The relation between DPA and follow-up results was also studied. RESULTS Univariate analysis revealed that sex (p = 0.014), age (p = 0.017), aneurysm location (p < 0.001), stent type (p < 0.001), aneurysm size (p = 0.019), and pretreatment angle (p = 0.002) correlated with DPA. On the other hand, multivariate analysis revealed that aneurysms located in the anterior communicating artery (ACOA) (OR = 4.559, p = 0.013) and middle cerebral artery (MCA) (OR = 9.474, p < 0.001) were independent predisposing factors for DPA after stent implantation, whereas a braided stent (OR = 0.221, p = 0.030), flow diverter (FD) device (OR = 0.100, p = 0.028) were negative factors to develop DPA. The complete occlusion rate in the DPA group was higher (p = 0.035) than in the non-DPA group. CONCLUSIONS Aneurysms located in ACOA and MCA are more prone to DPA after SACE than aneurysms at other locations in the anterior circulation, braided stents and FD devices do not predispose to induce vascular deformation. DPA may be beneficial for the long-term cure of IAs after SACE.
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Affiliation(s)
- Yuzhao Lu
- Department of Neurosurgery, First affiliated Hospital of Nanchang University, Nanchang University, Nanchang, China
| | - Cong Ding
- Department of Neurosurgery, First affiliated Hospital of Nanchang University, Nanchang University, Nanchang, China
| | - Song Tan
- Department of Neurosurgery, First affiliated Hospital of Nanchang University, Nanchang University, Nanchang, China
| | - Xiaobing Zhou
- Department of Neurosurgery, First affiliated Hospital of Nanchang University, Nanchang University, Nanchang, China
| | - Yang Wang
- Department of Neurosurgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
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Rostamian A, Fallah K, Rostamiyan Y. Reduction of rupture risk in ICA aneurysms by endovascular techniques of coiling and stent: numerical study. Sci Rep 2023; 13:7216. [PMID: 37137951 PMCID: PMC10156732 DOI: 10.1038/s41598-023-34228-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 04/26/2023] [Indexed: 05/05/2023] Open
Abstract
The initiation, growth, and rupture of cerebral aneurysms are directly associated with Hemodynamic factors. This report tries to disclose effects of endovascular technique (coiling and stenting) on the quantitative intra-aneurysmal hemodynamic and the rupture of cerebral aneurysms. In this paper, Computational Fluid Dynamic are done to investigate and compare blood hemodynamic inside aneurysm under effects of deformation (due to stent) and coiling of aneurysm. The blood stream inside the sac of aneurysm as well as pressure and OSI distribution on the aneurysm wall are compared in nine cases and results of two distinctive cases are compared and reported. Obtained results specifies that the mean WSS is reduced up to 20% via coiling of the aneurysm while the deformation of the aneurysm (applying stent) could reduce the mean WSS up to 71%. In addition, comparison of the blood hemodynamic shows that the blood bifurcation occurs in the dome of aneurysm when endovascular technique for the treatment is not applied. It is found that the bifurcation occurs at ostium section when ICA aneurysm is deformed by the application of stent. The impacts of coiling are mainly limited since the blood flow entrance is not limited in this technique and WSS is not reduced substantial. However, usage of stent deforms the aneurysm angle with the orientation of parent vessel and this reduces blood velocity at entrance of the ostium and consequently, WSS is decreased when deformation of the aneurysm fully occurs. These qualitative procedures provide a preliminary idea for more profound quantitative examination intended for assigning aneurysm risk of upcoming rupture.
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Affiliation(s)
- Ali Rostamian
- Department of Mechanical Engineering, Sari Branch, Islamic Azad University, Sari, Iran
| | - Keivan Fallah
- Department of Mechanical Engineering, Sari Branch, Islamic Azad University, Sari, Iran.
| | - Yasser Rostamiyan
- Department of Mechanical Engineering, Sari Branch, Islamic Azad University, Sari, Iran
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Salavatidezfouli S, Alizadeh A, Barzegar Gerdroodbary M, Sabernaeemi A, Abazari AM, Sheidani A. Investigation of the stent induced deformation on hemodynamic of internal carotid aneurysms by computational fluid dynamics. Sci Rep 2023; 13:7155. [PMID: 37130902 PMCID: PMC10154420 DOI: 10.1038/s41598-023-34383-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/28/2023] [Indexed: 05/04/2023] Open
Abstract
Application of the stent for treatment of the internal carotid artery (ICA) aneurysms has been extensively increased in recent decades. In the present work, stent-induced deformations of the parent vessel of ICA aneurysms are fully investigated. This study tries to visualize blood stream and calculated hemodynamic factors inside the four ICA aneurysms after deformations of parent vessel. For the simulation of the non-Newtonian blood stream, computational fluid dynamic is applied with one-way Fluid-Solid interaction (FSI) approach. Four ICA aneurysms with different ostium sizes and neck vessel angle are selected for this investigation. Wall shear stress on wall of aneurysm is analyzed in two angles of deformation due to application of the stent. Blood flow investigation shows that the deformation of the aneurysm limited blood entrance to the sac region and this decreases the blood velocity and consequently oscillatory shear index (OSI) on the sac wall. It is also observed that the stent-induced deformation is more effective on those cases with extraordinary OSI values on aneurysm wall.
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Affiliation(s)
- Sajad Salavatidezfouli
- Mathematics Area, MathLab, International School for Advanced Studies (SISSA), Trieste, Italy
| | - Asad Alizadeh
- Department of Civil Engineering, College of Engineering, Cihan University-Erbil, Erbīl, Iraq
| | - M Barzegar Gerdroodbary
- Department of Mechanical Engineering, Babol Noshirvani University of Technology, Babol, Iran
| | - Amir Sabernaeemi
- Department of Space, Earth and Environment, Chalmers University of Technology, Gothenburg, Sweden
| | - Amir Musa Abazari
- Department of Mechanical Engineering, Faculty of Engineering, Urmia University, Urmia, Iran.
| | - Armin Sheidani
- Mathematics Area, MathLab, International School for Advanced Studies (SISSA), Trieste, Italy
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7
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Sabernaeemi A, Barzegar Gerdroodbary M, Salavatidezfouli S, Valipour P. Influence of stent-induced vessel deformation on hemodynamic feature of bloodstream inside ICA aneurysms. Biomech Model Mechanobiol 2023:10.1007/s10237-023-01710-9. [PMID: 36947349 PMCID: PMC10366311 DOI: 10.1007/s10237-023-01710-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 03/01/2023] [Indexed: 03/23/2023]
Abstract
One of the effective treatment options for intracranial aneurysms is stent-assisted coiling. Though, previous works have demonstrated that stent usage would result in the deformation of the local vasculature. The effect of simple stent on the blood hemodynamics is still uncertain. In this work, hemodynamic features of the blood stream on four different ICA aneurysm with/without interventional are investigated. To estimate the relative impacts of vessel deformation, four distinctive ICA aneurysm is simulated by the one-way FSI technique. Four hemodynamic factors of aneurysm blood velocity, wall pressure and WSS are compared in the peak systolic stage to disclose the impact of defamation by the stent in two conditions. The stent usage would decrease almost all of the mentioned parameters, except for OSI. Stenting reduces neck inflow rate, while the effect of interventional was not consistent among the aneurysms. The deformation of an aneurysm has a strong influence on the hemodynamics of an aneurysm. This outcome is ignored by most of the preceding investigations, which focused on the pre-interventional state for studying the relationship between hemodynamics and stents. Present results show that the application of stent without coiling would improve most hemodynamic factors, especially when the deformation of the aneurysm is high enough.
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Affiliation(s)
- Amir Sabernaeemi
- Department of Space, Earth and Environment, Chalmers University of Technology, Gothenburg, Sweden.
| | - M Barzegar Gerdroodbary
- Department of Mechanical Engineering, Babol Noshirvani University of Technology, Babol, Iran
| | - Sajad Salavatidezfouli
- Mathematics Area, MathLab, International School for Advanced Studies (SISSA), Trieste, Italy
| | - Peiman Valipour
- Department of Textile Engineering, Clothing and Fashion, Qaemshahr Branch, Islamic Azad University, Qaemshahr, Iran.
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8
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Hariri S, Mirzaei Poueinak M, Hassanvand A, Barzegar Gerdroodbary M, Faraji M. Effects of blood hematocrit on performance of endovascular coiling for treatment of middle cerebral artery (MCA) aneurysms: Computational study. INTERDISCIPLINARY NEUROSURGERY 2023. [DOI: 10.1016/j.inat.2023.101729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
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9
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Sheidani A, Barzegar Gerdroodbary M, Poozesh A, Sabernaeemi A, Salavatidezfouli S, Hajisharifi A. Influence of the coiling porosity on the risk reduction of the cerebral aneurysm rupture: computational study. Sci Rep 2022; 12:19082. [PMID: 36352253 PMCID: PMC9646831 DOI: 10.1038/s41598-022-23745-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 11/04/2022] [Indexed: 11/11/2022] Open
Abstract
The formation and progress of cerebral aneurysm is highly associated with hemodynamic factors and blood flow feature. In this study, comprehensive efforts are done to investigate the blood hemodynamic effects on the creation and growth of the Internal Carotid Artery. The computational fluid dynamic method is used for the visualization of the bloodstream inside the aneurysm. Transitional, non-Newtonian and incompressible conditions are considered for solving the Navier-Stokes equation to achieve the high-risk region on the aneurysm wall. OSI and WSS of the aneurysm wall are compared within different blood flow stages. The effects of blood viscosity and coiling treatment on these factors are presented in this work. Our study shows that in male patients (HCT = 0.45), changing the porosity of coiling from 0.89 with 0.79 would decreases maximum OSI up to 75% (in maximum acceleration). However, this effect is limited to about 45% for female patients (HCT = 0.35).
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Affiliation(s)
- Armin Sheidani
- grid.4643.50000 0004 1937 0327Mechanical Engineering Department, Politecnico di Milano, Milan, Italy
| | - M. Barzegar Gerdroodbary
- grid.411496.f0000 0004 0382 4574Department of Mechanical Engineering, Babol Noshirvani University of Technology, Babol, Iran
| | - Amin Poozesh
- grid.411976.c0000 0004 0369 2065Department of Aerospace Engineering, K.N. Toosi University of Technology, Tehran, Iran
| | - Amir Sabernaeemi
- grid.5371.00000 0001 0775 6028Department of Space, Earth and Environment, Chalmers University of Technology, Gothenburg, Sweden
| | - Sajad Salavatidezfouli
- grid.5970.b0000 0004 1762 9868Mathematics Area, MathLab, International School for Advanced Studies (SISSA), Trieste, Italy
| | - Arash Hajisharifi
- grid.5970.b0000 0004 1762 9868Mathematics Area, MathLab, International School for Advanced Studies (SISSA), Trieste, Italy
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Nada A, Fakhr M, Elwakad M, Ali M. A Finite Element Based Analysis of a Hemodynamics Efficient Flow Stent Suitable for Different Abdominal Aneurysm Shapes. J Biomech Eng 2022; 144:1137925. [PMID: 35237800 DOI: 10.1115/1.4053999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Indexed: 11/08/2022]
Abstract
This research aimed to examine the impact of a proposed flow stent (PFS) on different abdominal artery shapes. For that purpose, a finite element-based model using the computational fluid dynamics (CFD) method is developed. The effect of PFS intervention on the hemodynamic efficiency is estimated by all of the significant criteria used for the evaluation of aneurysm occlusion and possible rupture; the flow velocity, pressure, wall shear stress (WSS), and WSS-related indices. Results showed that PFS intervention preserves the effects of high flow rate and decreases irregular flow recirculation in the sac of the aneurysm. The flow velocity decreases inside the aneurysm sac in the range of 55% to 80%. The time-averaged wall shear stress (TAWSS) was reduced from 42% to 53% by FPS deployment. The simulation results implies that PFS could heal an aneurysm efficiently with a mechanism that causes the development of thrombus and ultimately leads to aneurysm resorption.
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Affiliation(s)
- Ayat Nada
- Department of Computers and Systems, Electronics Research Institute, Cairo, Egypt
| | - Mahmoud Fakhr
- Department of Computers and Systems, Electronics Research Institute, Cairo, Egypt
| | - Mohamed Elwakad
- Department of Biomedical Engineering, Faculty of Engineering & Technology, Future University, Cairo, Egypt
| | - Mohamed Ali
- Department of Biomedical Engineering, Faculty of Engineering, Helwan University, Cairo, Egypt
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Santos GB, Oliveira I, Gasche JL, Militzer J, Baccin CE. Stent-Induced Vascular Remodeling in Two-Step Stent-Assisted Coiling Treatment of Brain Aneurysms: A Closer Look Into the Hemodynamic Changes During the Stent Healing Period. J Biomech Eng 2021; 143:031009. [PMID: 33006371 DOI: 10.1115/1.4048645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Indexed: 11/08/2022]
Abstract
Stenting has become an important adjunctive tool for assisting coil embolization in complex-shaped intracranial aneurysms. However, as a secondary effect, stent deployment has been related to both immediate and delayed remodeling of the local vasculature. Recent studies have demonstrated that this phenomenon may assume different roles depending on the treatment stage. However, the extent of such event on the intra-aneurysmal hemodynamics is still unclear; especially when performing two-step stent-assisted coiling (SAC). Therefore, we performed computational fluid dynamics (CFD) analysis of the blood flow in four bifurcation aneurysms focusing on the stent healing period found in SAC as a two-step maneuver. Our results show that by changing the local vasculature, the intra-aneurysmal hemodynamics changes considerably. However, even though changes do occur, they were not consistent among the cases. Furthermore, by changing the local vasculature not only the shear levels change but also the shear distribution on the aneurysm surface. Additionally, a geometric analysis alone can mislead the estimation of the novel hemodynamic environment after vascular remodeling, especially in the presence of mixing streams. Therefore, although the novel local vasculature might induce an improved hemodynamic environment, it is also plausible to expect that adverse hemodynamic conditions might occur. This could pose a particularly delicate condition since the aneurysm surface remains completely exposed to the novel hemodynamic environment during the stent healing period. Finally, our study emphasizes that vascular remodeling should be considered when assessing the hemodynamics in aneurysms treated with stents, especially when evaluating the earlier stages of the treatment process.
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Affiliation(s)
- Gabriel B Santos
- Department of Mechanical Engineering, School of Engineering, São Paulo State University (UNESP), Ilha Solteira, São Paulo 15385-000, Brazil
| | - Iago Oliveira
- Department of Mechanical Engineering, School of Engineering, São Paulo State University (UNESP), Ilha Solteira, São Paulo 15385-000, Brazil
| | - José L Gasche
- Department of Mechanical Engineering, School of Engineering, São Paulo State University (UNESP), Ilha Solteira, São Paulo 15385-000, Brazil
| | - Julio Militzer
- Department of Mechanical Engineering, Faculty of Engineering, Dalhousie University, Halifax, NS B3H 4R2, Canada
| | - Carlos E Baccin
- Interventional Neuroradiology, Hospital Israelita Albert Einstein, São Paulo, São Paulo 05652-900, Brazil
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