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Liu L, Li Z, Xiao W, Yang Y, Yan Y, Bai L, Quan L, Qi T, Liang F. Near-Wall Slow Flow Contributes to Wall Enhancement of Middle Cerebral Artery Bifurcation Aneurysms on Vessel Wall MRI. Diagnostics (Basel) 2024; 14:2722. [PMID: 39682630 DOI: 10.3390/diagnostics14232722] [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: 09/03/2024] [Revised: 11/27/2024] [Accepted: 12/02/2024] [Indexed: 12/18/2024] Open
Abstract
Background: The mechanism of aneurysm wall enhancement (AWE) in middle cerebral artery (MCA) bifurcation aneurysms on vessel wall magnetic resonance imaging (VW-MRI) remains unclear. We aimed to explore the morphologically related hemodynamic mechanism for the AWE of MCA bifurcation aneurysms. Methods: Patients with unruptured MCA bifurcation aneurysms undergoing VW-MRI were enrolled. Logistic regression analyses were performed to determine the risk factors for AWE. Based on the results of retrospective analyses, bifurcation aneurysm silicone models with a specific aspect ratio (AR) were designed and underwent VW-MRI with different inlet velocities. Computational fluid dynamics (CFD) analyses were conducted on both silicone models and patients' aneurysms. Results: A total of 104 aneurysms in 95 patients (mean age 60; 34 males) were included for baseline analysis and morphological analysis. Logistic regression analysis indicated AR (OR, 5.92; 95% CI, 2.00-17.55; p = 0.001) was associated with AWE. In the high-AR group of 45 aneurysms with AWE, the aneurysm sac exhibited lower blood flow velocity, lower wall shear stress, a larger proportion of low-flow regions and higher wall enhancement values. In total, 15 silicone models were analyzed, divided into three subgroups based on neck width (4 mm, 6 mm, and 8 mm). Each subgroup contained aneurysms with five different ARs: 1.0, 1.25, 1.5, 1.75, and 2.0. In silicone models, contrast enhancement (CE) was mainly located beneath the dome of the aneurysm wall. With the same inlet velocity, CE gradually increased as the AR increased. Similarly, at the same AR, CE increased as the inlet velocity decreased. CFD demonstrated a moderate positive correlation between the near-wall enhancement index and the ratio of the low-velocity area (r = 0.6672, p < 0.001). Conclusions: The AR is associated with the AWE of MCA bifurcation aneurysms. A high AR may promote wall enhancement by causing near-wall slow flow.
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Affiliation(s)
- Linfeng Liu
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Zhuhao Li
- Department of Radiology, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Weiping Xiao
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Yibing Yang
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Yan Yan
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Lu Bai
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Lingzhi Quan
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Tiewei Qi
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
| | - Feng Liang
- Department of Neurosurgery, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510060, China
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Fu KH, Chen PY, Yan JL. A complication of recurrent artery of Heubner infarction after resection of a giant thrombotic aneurysm in the anterior cerebral artery A2 segment: case report. J Surg Case Rep 2024; 2024:rjae736. [PMID: 39606054 PMCID: PMC11602242 DOI: 10.1093/jscr/rjae736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 11/07/2024] [Indexed: 11/29/2024] Open
Abstract
Giant thrombotic aneurysms of the anterior cerebral artery (ACA) are rare and pose significant challenges due to their variable clinical presentations. While complications following surgical interventions for these aneurysms are known, they have not been fully characterized. We present a novel case of postoperative infarction in the recurrent artery of Heubner (RAH) following resection of a thrombotic giant aneurysm in the ACA. A 53-year-old man with no prior systemic illnesses presented with progressive weakness in his left hand and foot, along with slurred speech. Imaging studies revealed a giant thrombotic aneurysm in the proximal A2 segment of the right ACA, which was completely occluded. Additionally, a chronic infarction was identified in the territory of the right ACA. The patient underwent successful surgical resection of the aneurysm. However, he subsequently developed an infarction in the RAH territory, a complication rarely reported in the literature. This case highlights the importance of comprehensive preoperative evaluation and underscores the need to anticipate and manage potential complications following surgery.
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Affiliation(s)
- Kuan-Hao Fu
- Department of Neurosurgery, Keelung Chang Gung Memorial Hospital, Maijin Road, Anle District, Keelung 204201, Taiwan
| | - Pin-Yuan Chen
- Department of Neurosurgery, Keelung Chang Gung Memorial Hospital, Maijin Road, Anle District, Keelung 204201, Taiwan
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Jiun-Lin Yan
- Department of Neurosurgery, Keelung Chang Gung Memorial Hospital, Maijin Road, Anle District, Keelung 204201, Taiwan
- School of Traditional Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
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Pantoja JL, Shehadeh TS, Lee MM, Eldredge JD, Kiang SC. Geometrical Factors Affect Wall Shear Stress in Saccular Aneurysms of the Infrarenal Abdominal Aorta. Ann Vasc Surg 2024; 108:76-83. [PMID: 38942368 DOI: 10.1016/j.avsg.2024.04.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 04/06/2024] [Indexed: 06/30/2024]
Abstract
BACKGROUND Low wall shear stress (WSS) is predictive of aortic aneurysm growth and rupture. Yet, estimating WSS in a clinical setting is impractical, whereas measuring aneurysm geometry is feasible. This study investigates the association between saccular aneurysm geometry of the infrarenal aorta and WSS. METHODS Starting with a nonaneurysmal, patient-specific, computational fluid dynamics model of the aorta, saccular aneurysms of varying geometry were created by incrementally increasing the neck width and sac depth from 1 cm to 4 cm. The aspect ratio (the ratio between sac depth and neck width) varied between 0.25 and 4. The peak WSS, time-averaged WSS (TAWSS), and oscillatory shear index (OSI) were measured within the aneurysm sac. RESULTS Decreasing the neck width from 4 cm to 1 cm decreased the peak WSS by 69% and the TAWSS by 83%. Increasing the sac depth from 1 cm to 4 cm decreased the peak WSS by 55% and the OSI by 37%. The aspect ratio was negatively correlated to peak WSS (Rs -0.85; P < 0.001). CONCLUSIONS In saccular aneurysms of the infrarenal aorta, a smaller neck width, deeper aneurysm sac, and larger aspect ratio are associated with lower peak WSS.
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Affiliation(s)
- Joe Luis Pantoja
- Division of Vascular Surgery, VA Loma Linda Healthcare System, Loma Linda, CA.
| | - Thaer S Shehadeh
- Division of Vascular Surgery, VA Loma Linda Healthcare System, Loma Linda, CA
| | - Mary M Lee
- Division of Vascular Surgery, VA Loma Linda Healthcare System, Loma Linda, CA
| | - Jeffrey D Eldredge
- Department of Mechanical & Aerospace Engineering, University of California, Los Angeles, CA
| | - Sharon C Kiang
- Division of Vascular Surgery, VA Loma Linda Healthcare System, Loma Linda, CA
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Tian Y, Li X, Zhang J, Zhao B, Liang F. Identifying hemodynamic factors associated with the rupture of anterior communicating artery aneurysms based on global modeling of blood flow in the cerebral artery network. Front Bioeng Biotechnol 2024; 12:1419519. [PMID: 38938980 PMCID: PMC11208462 DOI: 10.3389/fbioe.2024.1419519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 05/28/2024] [Indexed: 06/29/2024] Open
Abstract
Anterior communicating artery (ACoA) aneurysms are more prone to rupture compared to aneurysms present in other cerebral arteries. We hypothesize that systemic blood flow in the cerebral artery network plays an important role in shaping intra-aneurysmal hemodynamic environment thereby affecting the rupture risk of ACoA aneurysms. The majority of existing numerical studies in this field employed local modeling methods where the physical boundaries of a model are confined to the aneurysm region, which, though having the benefit of reducing computational cost, may compromise the physiological fidelity of numerical results due to insufficient account of systemic cerebral arterial hemodynamics. In the present study, we firstly carried out numerical experiments to address the difference between the outcomes of local and global modeling methods, demonstrating that local modeling confined to the aneurysm region results in inaccurate predictions of hemodynamic parameters compared with global modeling of the ACoA aneurysm as part of the cerebral artery network. Motivated by this finding, we built global hemodynamic models for 40 ACoA aneurysms (including 20 ruptured and 20 unruptured ones) based on medical image data. Statistical analysis of the computed hemodynamic data revealed that maximum wall shear stress (WSS), minimum WSS divergence, and maximum WSS gradient differed significantly between the ruptured and unruptured ACoA aneurysms. Optimal threshold values of high/low WSS metrics were determined through a series of statistical tests. In the meantime, some morphological parameters of aneurysms, such as large nonsphericity index, aspect ratio, and bottleneck factor, were found to be associated closely with aneurysm rupture. Furthermore, multivariate logistic regression analyses were performed to derive models combining hemodynamic and morphological parameters for discriminating the rupture status of aneurysms. The capability of the models in rupture status discrimination was high, with the area under the receiver operating characteristic curve reaching up to 0.9. The findings of the study suggest that global modeling of the cerebral artery network is essential for reliable quantification of hemodynamics in ACoA aneurysms, disturbed WSS and irregular aneurysm morphology are associated closely with aneurysm rupture, and multivariate models integrating hemodynamic and morphological parameters have high potential for assessing the rupture risk of ACoA aneurysms.
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Affiliation(s)
- Yuqing Tian
- Department of Engineering Mechanics, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Xiao Li
- Department of Radiology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jianjian Zhang
- Department of Radiology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bing Zhao
- Department of Neurosurgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fuyou Liang
- Department of Engineering Mechanics, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
- Key Laboratory of Hydrodynamics (MOE), School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
- State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, China
- World-Class Research Center “Digital Biodesign and Personalized Healthcare”, Sechenov First Moscow State Medical University, Moscow, Russia
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Takeda N, Kurihara E, Kuroda R, Inoue S, Lee TJ, Nakahara M, Nakamura N, Sasayama T. Rupture Risk Factors and Strategies for Unruptured Distal Anterior Cerebral Artery Aneurysms. World Neurosurg 2024; 182:e785-e791. [PMID: 38092353 DOI: 10.1016/j.wneu.2023.12.039] [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: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 01/09/2024]
Abstract
BACKGROUND Distal anterior cerebral artery (dACA) aneurysms are rare. Ruptured dACA aneurysms typically present with subarachnoid hemorrhage in conjunction with intracerebral hematoma and cause neurological deterioration. This study aimed to determine their risk of rupture and examine associated factors. METHODS We retrospectively analyzed patients with dACA aneurysms to compare patient and aneurysm characteristics between ruptured and unruptured aneurysms. Clinical outcome was used the modified Rankin scale. Univariate analyses were performed to identify rupture risk factors. RESULTS One hundred three patients with dACA aneurysms were examined (51 ruptured and 52 unruptured). The median aspect ratio of ruptured and unruptured aneurysms was 1.69 and 1.22, respectively (P < 0.01). The median maximum diameter of ruptured and unruptured aneurysms was 5.2 and 3.1 mm, respectively (P < 0.01). The median size ratio of ruptured and unruptured aneurysms was 3.32 and 2.17, respectively (P < 0.01). Maximum diameter was <5 mm in 45.2% of ruptured dACA aneurysms. dACA aneurysm, showing size ratio >2.4 and aspect ratio >1.4, had ruptured in 71.4% and 78.6%, respectively. We suggested that these are the threshold of size ratio and aspect ratio for rupture of dACA aneurysms. A total percentatge of 78.1% of aneurysms with aspect ratio >1.4 and size ratio >2.4 had ruptured. CONCLUSIONS Distal anterior cerebral artery (dACA) aneurysms may rupture, even when small. We found a significant difference between ruptured and unruptured aneurysms with respect to maximum diameter, aspect ratio, and size ratio. Treatment for small aneurysms should be considered based on size ratio and aspect ratio, not just size.
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Affiliation(s)
- Naoya Takeda
- Department of Neurosurgery, Junshin Hospital, Kakogawa, Hyogo, Japan.
| | - Eiji Kurihara
- Department of Neurosurgery, Junshin Hospital, Kakogawa, Hyogo, Japan
| | - Ryuichi Kuroda
- Department of Neurosurgery, Junshin Hospital, Kakogawa, Hyogo, Japan
| | - Satoshi Inoue
- Department of Neurosurgery, Junshin Hospital, Kakogawa, Hyogo, Japan
| | - Te-Jin Lee
- Department of Neurosurgery, Junshin Hospital, Kakogawa, Hyogo, Japan
| | - Masahiro Nakahara
- Department of Neurosurgery, Junshin Hospital, Kakogawa, Hyogo, Japan
| | - Naoto Nakamura
- Department of Neurosurgery, Junshin Hospital, Kakogawa, Hyogo, Japan
| | - Takashi Sasayama
- Department of Neurosurgery, Kobe University School of Medicine, Kakogawa, Hyogo, Japan
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Goertz L, Zopfs D, Pennig L, Jünger ST, Grunz JP, Timmer M, Görtz M, Huflage H, Luetkens KS, Kabbasch C, Zaeske C. Angiographic Characteristics Associated with Rupture of Small Intracranial Aneurysms. World Neurosurg 2023; 177:e493-e506. [PMID: 37356486 DOI: 10.1016/j.wneu.2023.06.081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 06/17/2023] [Indexed: 06/27/2023]
Abstract
OBJECTIVE Contrary to previous assumptions, there is increasing evidence that small intracranial aneurysms carry a relevant risk of rupture. The aim of this study was to identify angiographic characteristics of small ruptured aneurysms ≤7 mm and to evaluate their significance for clinical decision making. METHODS A total of 385 patients with 149 unruptured and 236 ruptured intracranial aneurysms were retrospectively compared. Two- and three-dimensional digital subtraction angiography was used to determine aneurysm location, various size parameters, angulations, and morphology, as well as parent artery diameter. RESULTS Aneurysms of the anterior communicating artery, the posterior inferior cerebellar artery, and the internal carotid artery terminus had a significantly increased prevalence among ruptured aneurysms. Ruptured aneurysms were characterized by a significantly larger aneurysm height (area under the curve [AUC] 0.60, P < 0.01) and aneurysm inclination angle (AUC 0.61, P = 0.02) in addition to a smaller dome (AUC 0.44, P = 0.02) and neck width (AUC 0.38, P < 0.01). Calculation of size ratios increases the predictive value for aneurysm rupture, with AUC values of 0.77 for aspect ratio (P < 0.01) and 0.76 for size ratio (P < 0.01). Aneurysm morphology was not a significant factor after multivariable adjustment (P = 0.20). Arterial hypertension was the only clinical risk factor significantly associated with rupture (P < 0.01). CONCLUSIONS Of the numerous factors associated with aneurysm rupture, we propose aneurysmal location, aspect ratio (cut-off: 1.5), and aneurysm inclination angle as the most important morphological factors for assessing the rupture risk of small aneurysms because these factors have high AUC values and are robust to changes after rupture.
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Affiliation(s)
- Lukas Goertz
- Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.
| | - David Zopfs
- Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lenhard Pennig
- Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Stephanie T Jünger
- Center for Neurosurgery, Department of General Neurosurgery, University of Cologne, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany
| | - Jan-Peter Grunz
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Würzburg, Germany
| | - Marco Timmer
- Center for Neurosurgery, Department of General Neurosurgery, University of Cologne, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany
| | - Magdalena Görtz
- Urology Clinic, University Hospital Heidelberg, Heidelberg, Germany
| | - Henner Huflage
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Würzburg, Germany
| | | | - Christoph Kabbasch
- Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Charlotte Zaeske
- Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
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Yong-Wei H, Wang XY, Li ZP, Yin XS. The rupture risk factors of mirror intracranial aneurysms: A systematic review and meta-analysis based on morphological and hemodynamic parameters. PLoS One 2023; 18:e0286249. [PMID: 37352170 PMCID: PMC10289394 DOI: 10.1371/journal.pone.0286249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 05/11/2023] [Indexed: 06/25/2023] Open
Abstract
OBJECTIVE Intracranial aneurysms (IAs) are a prevalent form of vascular disease that can lead to fatal outcomes upon rupture. Mirror intracranial aneurysms (MIAs) are a specific type of multiple aneurysms situated symmetrically on both sides of the parent arteries. The factors contributing to the risk of MIA rupture, based on morphological and hemodynamic parameters, are currently controversial. Thus, we conducted a systematic review and meta-analysis to investigate the risk factors for MIA rupture. METHODS The study performed an electronic search of Chinese and English databases, including China national Knowledge Infrastructure (CNKI), WanFang, VIP, PubMed, Embase, Web of Science, Scopus, and the Cochrane Library databases, and adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The morphological parameters (IA size, aspect ratio [AR], size ratio [SR], bottleneck factor [BNF], height-width ratio [HWR], irregular shape) and hemodynamic parameters (wall shear stress [WSS], low WSS area [LSA], oscillatory shear index [OSI]) were analyzed for their significance in determining the risk of MIA rupture. RESULTS The analysis comprised 18 retrospective studies involving 647 patients, with a total of 1294 IAs detected, including 605 ruptured and 689 unruptured. The meta-analysis revealed that IA size, AR, SR, and irregular shape exhibited significant differences between the ruptured and unruptured groups, but HWR did not. In terms of hemodynamic parameters, WSS, OSI, and LSA were found to have significant differences between the two groups. CONCLUSIONS Our results demonstrate that larger IAs, higher AR, SR, and BNF are associated with a higher risk of rupture in patients with MIAs, regardless of their location. there is no significant difference in HWR between the ruptured and unruptured groups. These preliminary findings offer valuable insights for clinical decision-making and a more comprehensive comprehension of the current MIA status. Nevertheless, larger and multi-center studies are indispensable for corroborating these findings. Systematic review registration: https://www.crd.york.ac.uk/prospero/ identifier: CRD42022345587.
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Affiliation(s)
- Huang Yong-Wei
- Department of Neurosurgery, Mian yang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mian yang, Sichuan, People’s Republic of China
| | - Xiao-Yi Wang
- Department of Neurosurgery, Mian yang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mian yang, Sichuan, People’s Republic of China
| | - Zong-Ping Li
- Department of Neurosurgery, Mian yang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mian yang, Sichuan, People’s Republic of China
| | - Xiao-Shuang Yin
- Department of Immunology, Mian yang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mian yang, Sichuan, People’s Republic of China
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Li P, Liu Y, Zhou J, Tu S, Zhao B, Wan J, Yang Y, Xu L. A deep-learning method for the end-to-end prediction of intracranial aneurysm rupture risk. PATTERNS (NEW YORK, N.Y.) 2023; 4:100709. [PMID: 37123440 PMCID: PMC10140611 DOI: 10.1016/j.patter.2023.100709] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 11/09/2022] [Accepted: 02/22/2023] [Indexed: 05/02/2023]
Abstract
It is critical to accurately predict the rupture risk of an intracranial aneurysm (IA) for timely and appropriate treatment because the fatality rate after rupture is 50 % . Existing methods relying on morphological features (e.g., height-width ratio) measured manually by neuroradiologists are labor intensive and have limited use for risk assessment. Therefore, we propose an end-to-end deep-learning method, called TransIAR net, to automatically learn the morphological features from 3D computed tomography angiography (CTA) data and accurately predict the status of IA rupture. We devise a multiscale 3D convolutional neural network (CNN) to extract the structural patterns of the IA and its neighborhood with a dual branch of shared network structures. Moreover, we learn the spatial dependence within the IA neighborhood with a transformer encoder. Our experiments demonstrated that the features learned by TransIAR are more effective and robust than handcrafted features, resulting in a 10 % - 15 % improvement in the accuracy of rupture status prediction.
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Affiliation(s)
- Peiying Li
- Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yongchang Liu
- Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jiafeng Zhou
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, China
| | - Shikui Tu
- Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
- Corresponding author
| | - Bing Zhao
- Department of Neurosurgery, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Jieqing Wan
- Department of Neurosurgery, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China
| | - Yunjun Yang
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, China
- Corresponding author
| | - Lei Xu
- Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
- Guangdong Institute of Intelligence Science and Technology, Zhuhai, Guangdong 519031, China
- Corresponding author
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Shen J, Huang K, Zhu Y, Weng Y, Xiao F, Mungur R, Wu F, Pan J, Zhan R. Mean arterial pressure-aneurysm neck ratio predicts the rupture risk of intracranial aneurysm by reflecting pressure at the dome. Front Aging Neurosci 2023; 15:1082800. [PMID: 36819719 PMCID: PMC9928879 DOI: 10.3389/fnagi.2023.1082800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 01/16/2023] [Indexed: 02/04/2023] Open
Abstract
Background and purpose The unruptured intracranial aneurysm (UIA) has high disability and mortality rate after rupture, it is particularly important to assess the risk of UIA and to carry out individualized treatment. The objective of this research is to introduce a novel parameter to predict the rupture risk of UIA. Methods A total of 649 patients with 964 intracranial aneurysms in our center were enrolled. A novel parameter named mean arterial pressure-aneurysmal neck ratio (MAPN) was defined. Ten baseline clinical features and twelve aneurysm morphological characteristics were extracted to generate the MAPN model. The discriminatory performance of the MAPN model was compared with the PHASES score and the UCAS score. Results In hemodynamic analysis, MAPN was positively correlated with wall shear stress and aneurysm top pressure, with Pearson correlation coefficients of 0.887 and 0.791, respectively. The MAPN was larger in the ruptured group (36.62 ± 18.96 vs. 28.38 ± 14.58, P < 0.001). The area under the curve (AUC) of the MAPN was superior than the AUC of aspect ratio (AR) and the bottleneck factor (BN), they were 0.64 (P < 0.001; 95% CI, 0.588-0.692), 0.611 (P < 0.001; 95% CI, 0.559-0.663) and 0.607 (P < 0.001; 95% CI, 0.554-0.660), respectively. The MAPN model constructed by aneurysm size, aneurysm location, presence of secondary sacs and MAPN, demonstrated good discriminatory ability. The MAPN model exhibited superior performance compared with the UCAS score and the PHASES score (the AUC values were 0.799 [P < 0.001; 95% CI, 0.756-0.840], 0.763 [P < 0.001; 95% CI,0.719-0.807] and 0.741 [P < 0.001; 95% CI, 0.695-0.787], respectively; the sensitivities were 0.849, 0.758 and 0.753, respectively). Conclusions Research demonstrates the potential of MAPN to augment the clinical decision-making process for assessing the rupture risk of UIAs.
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Wei H, Yao K, Tian Q, Han S, Gao W, Han W, Liu S, Wang G, Chen Q, Li M. Low Wall Shear Stress and High Intra-aneurysmal Pressure are Associated with Ruptured Status of Vertebral Artery Dissecting Aneurysms. Cardiovasc Intervent Radiol 2023; 46:240-248. [PMID: 36653659 DOI: 10.1007/s00270-022-03353-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 12/26/2022] [Indexed: 01/20/2023]
Abstract
PURPOSE The morphological and hemodynamic features of patients with vertebral artery dissecting aneurysms (VADAs) are yet unknown. This study sought to elucidate morphological and hemodynamic features of patients with ruptured and unruptured VADAs based on computed flow simulation. METHODS Fifty-two patients (31 unruptured and 21 ruptured VADAs) were admitted to two hospitals between March 2016 and October 2021. All VADAs were located in the intradural segment, and their clinical, morphological, and hemodynamic parameters were retrospectively analyzed. The hemodynamic parameters were determined through computational fluid dynamics simulations. Univariate statistical and multivariable logistic regression analyses were employed to select significantly different parameters and identify key factors. Receiver operating characteristic (ROC) analysis was used to assess the discrimination for each key factor. RESULTS Four hemodynamic parameters were observed to significantly differ between ruptured and unruptured VADAs, including wall shear stress (WSS), low shear area, intra-aneurysmal pressure (IAP), and relative residence time. However, no significant differences were observed in morphological parameters between ruptured and unruptured VADAs. Multivariable logistic regression analysis revealed that low WSS and high IAP were significantly observed in the ruptured VADAs and demonstrated adequate discrimination. CONCLUSIONS This research indicates significant hemodynamic differences, but no morphological differences were observed between ruptured and unruptured VADAs. The ruptured group had significantly lower WSS and higher IAP than the unruptured group. To further confirm the roles of low WSS and high IAP in the rupture of VADAs, large prospective studies and long-term follow-up of unruptured VADAs are required.
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Affiliation(s)
- Heng Wei
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China
| | - Kun Yao
- Department of Neurosurgery, Jingzhou Central Hospital, Jingzhou, 434020, China
| | - Qi Tian
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China
| | - Shoumeng Han
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China
| | - Wenhong Gao
- Department of Neurosurgery, Jingzhou Central Hospital, Jingzhou, 434020, China
| | - Wenrui Han
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China
| | - Sheng Liu
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China
| | - Guijun Wang
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China
| | - Qianxue Chen
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China
| | - Mingchang Li
- Department of Neurosurgery, Renmin Hospital of Wuhan University, 99 Ziyang Road, Wuhan, 430060, Hubei Province, China.
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11
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Rahma AG, Abdelhamid T. Hemodynamic and fluid flow analysis of a cerebral aneurysm: a CFD simulation. SN APPLIED SCIENCES 2023. [DOI: 10.1007/s42452-023-05276-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
AbstractIn this study, we investigate the hemodynamics parameters and their impact on the aneurysm rupture. The simulations are performed on an ideal (benchmark) and realistic model for the intracranial aneurysm that appears at the anterior communicating artery. The realistic geometry was reconstructed from patient-specific cerebral arteries. The computational fluid dynamics simulations are utilized to investigate the hemodynamic parameters such as flow recirculation, wall shear stress, and wall pressure. The boundary conditions are measured from the patient using ultrasonography. The solution of the governing equations is obtained by using the ANSYS-FLUENT 19.2 package. The CFD results indicate that the flow recirculation appears in the aneurysms zone. The effect of the flow recirculation on the bulge hemodynamics wall parameters is discussed to identify the rupture zone.
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12
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Tong X, Feng X, Peng F, Niu H, Zhang X, Li X, Zhao Y, Liu A, Duan C. Rupture discrimination of multiple small (< 7 mm) intracranial aneurysms based on machine learning-based cluster analysis. BMC Neurol 2023; 23:45. [PMID: 36709247 PMCID: PMC9883873 DOI: 10.1186/s12883-023-03088-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 01/25/2023] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Small multiple intracranial aneurysms (SMIAs) are known to be more prone to rupture than are single aneurysms. However, specific recommendations for patients with small MIAs are not included in the guidelines of the American Heart Association and American Stroke Association. In this study, we aimed to evaluate the feasibility of machine learning-based cluster analysis for discriminating the risk of rupture of SMIAs. METHODS This multi-institutional cross-sectional study included 1,427 SMIAs from 660 patients. Hierarchical cluster analysis guided patient classification based on patient-level characteristics. Based on the clusters and morphological features, machine learning models were constructed and compared to screen the optimal model for discriminating aneurysm rupture. RESULTS Three clusters with markedly different features were identified. Cluster 1 (n = 45) had the highest risk of subarachnoid hemorrhage (SAH) (75.6%) and was characterized by a higher prevalence of familiar IAs. Cluster 2 (n = 110) had a moderate risk of SAH (38.2%) and was characterized by the highest rate of SAH history and highest number of vascular risk factors. Cluster 3 (n = 505) had a relatively mild risk of SAH (17.6%) and was characterized by a lower prevalence of SAH history and lower number of vascular risk factors. Lasso regression analysis showed that compared with cluster 3, clusters 1 (odds ratio [OR], 7.391; 95% confidence interval [CI], 4.074-13.150) and 2 (OR, 3.014; 95% CI, 1.827-4.970) were at a higher risk of aneurysm rupture. In terms of performance, the area under the curve of the model was 0.828 (95% CI, 0.770-0.833). CONCLUSIONS An unsupervised machine learning-based algorithm successfully identified three distinct clusters with different SAH risk in patients with SMIAs. Based on the morphological factors and identified clusters, our proposed model has good discrimination ability for SMIA ruptures.
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Affiliation(s)
- Xin Tong
- grid.411617.40000 0004 0642 1244Department of Neurosurgery, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, 119 Fanyang Road, Beijing, 100070 China
| | - Xin Feng
- grid.417404.20000 0004 1771 3058National Key Clinical Specialty, Department of Neurosurgery, Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory On Brain Function Repair and Regeneration, Neurosurgery Institute, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Fei Peng
- grid.411617.40000 0004 0642 1244Department of Neurosurgery, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, 119 Fanyang Road, Beijing, 100070 China
| | - Hao Niu
- grid.411617.40000 0004 0642 1244Department of Neurosurgery, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, 119 Fanyang Road, Beijing, 100070 China
| | - Xin Zhang
- grid.417404.20000 0004 1771 3058National Key Clinical Specialty, Department of Neurosurgery, Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory On Brain Function Repair and Regeneration, Neurosurgery Institute, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xifeng Li
- grid.417404.20000 0004 1771 3058National Key Clinical Specialty, Department of Neurosurgery, Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory On Brain Function Repair and Regeneration, Neurosurgery Institute, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yuanli Zhao
- grid.449412.eDepartment of Neurosurgery, Peking University International Hospital, Beijing, China
| | - Aihua Liu
- grid.411617.40000 0004 0642 1244Department of Neurosurgery, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, 119 Fanyang Road, Beijing, 100070 China
| | - Chuanzhi Duan
- grid.417404.20000 0004 1771 3058National Key Clinical Specialty, Department of Neurosurgery, Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory On Brain Function Repair and Regeneration, Neurosurgery Institute, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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13
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Spiotta AM, Bellon RJ, Bohnstedt BN, Park MS, Sattur MG, Woodward BK. SMART Registry: Safety and Performance of the Penumbra SMART COIL System for Patients With Intracranial Aneurysms 4 mm and Smaller. Neurosurgery 2022; 91:555-561. [PMID: 35876673 DOI: 10.1227/neu.0000000000002073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 05/09/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The Penumbra SMART COIL System includes a novel generation of embolic coils composed of complex and WAVE shape properties with varying levels of softness. OBJECTIVE To assess safety and efficacy of the SMART COIL System through a 1-year follow-up in patients with small intracranial aneurysms. METHODS This subset analysis of the SMART Registry, a prospective, multicenter study, includes patients with small intracranial aneurysms (≤4 mm) treated with the SMART COIL System. Registry end points include retreatment rates through 1 year, procedural device-related serious adverse events, and adequate occlusion postprocedure. RESULTS Of 905 enrolled patients with aneurysms, 172 (19.0%) had small (≤4 mm) aneurysms (75.6% female; mean age 57.2 ± 13.4 years). 30.8% (53/172) of small aneurysms were ruptured, of which 50.9% (27/53) had Hunt and Hess ≥3. 79.5% (132/166) were wide-necked. Stent-assisted coiling and balloon-assisted coiling were performed in 37.2% (64/172) and 22.1% (38/172) of patients, respectively. The mean packing density for very small aneurysms was 44.9 (SD 25.23). Raymond Class I and Class II were achieved in 89.5% (154/172) postprocedure and 97.2% (137/141) at 1 year. The retreatment rate through 1 year was 5.6% (8/142), and the recanalization rate was 7.1% (10/141). The periprocedural device-related serious adverse event rate was 2.9% (5/172). Intraprocedural aneurysm rupture occurred in 0.8% of patients. CONCLUSION This analysis suggests that the SMART COIL System is safe and efficacious in small aneurysms with satisfactory occlusion rates and low rates of rupture or rerupture. At 1 year, patients had low retreatment rates and good clinical outcomes.
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Affiliation(s)
- Alejandro M Spiotta
- Department of Neurosurgery, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Richard J Bellon
- Department of Neurointerventional Surgery, Radiology Imaging Associates Neurovascular Clinic, Englewood, Colorado, USA
| | - Bradley N Bohnstedt
- Department of Neurosurgery, Indiana University Health Physicians (University of Oklahoma Health Sciences Center), Indianapolis, Indiana, USA
| | - Min S Park
- Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - Mithun G Sattur
- Department of Neurosurgery, Medical University of South Carolina, Charleston, South Carolina, USA
| | - B Keith Woodward
- Department of Radiology, Fort Sanders Regional Medical Center, Knoxville, Tennessee, USA
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14
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Perez Akly MS, Vazquez C, Besada CH, Rodriguez MJ, Conde MF, Cajal AR, Peuchot VA, Dardik D, Baccanelli MM, Serra MM. Prevalence of Intracranial Aneurysms in Hereditary Hemorrhagic Telangiectasia: Report from a Single Reference Center. AJNR Am J Neuroradiol 2022; 43:844-849. [PMID: 35589139 DOI: 10.3174/ajnr.a7505] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/17/2022] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND PURPOSE Neurologic manifestations in hereditary hemorrhagic telangiectasia include an increased incidence of brain abscesses and ischemic strokes due to paradoxic embolization in addition to a wide spectrum of symptoms and complications due to typical brain vascular malformations. Intracranial aneurysms are not part of this brain vascular malformation spectrum. The aim of this study was to determine their prevalence in patients with hereditary hemorrhagic telangiectasia. MATERIALS AND METHODS This was a single-center, retrospective study. Adult patients from the institutional Hereditary Hemorrhagic Telangiectasia registry with a definitive diagnosis of hereditary hemorrhagic telangiectasia and an available report or angiographic imaging study were included and reviewed to determine the intracranial aneurysm prevalence. In addition, the morphologic characteristics of intracranial aneurysms and possible associated risk factors were collected. RESULTS Two hundred twenty-eight patients were analyzed. Thirty-seven aneurysms in 33 patients (14.5%; 95% CI, 9.9%-19%) were found. The median diameter of intracranial aneurysms was 3.2 mm (interquartile range, 2.6-4.4 mm). No association between intracranial aneurysm and sex, age, or genetic background was noted. There were no subarachnoid hemorrhagic events due to intracranial aneurysm rupture. CONCLUSIONS Due to the high prevalence of intracranial aneurysms in adult patients with hereditary hemorrhagic telangiectasia, further studies regarding bleeding risks and monitoring should be addressed.
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Affiliation(s)
- M S Perez Akly
- From the Department of Radiology (M.S.P.A., C.H.B., M.J.R., C.M.F.), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- Hereditary Hemorrhagic Telangiectasia Unit (M.S.P.A., C.H.B., A.R.C., M.M.B., M.M.S.) Hospital Italiano, Buenos Aires, Argentina
| | - C Vazquez
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- Department of Internal Medicine (C.V., M.M.S.), Hospital Italiano, Buenos Aires, Argentina
| | - C H Besada
- From the Department of Radiology (M.S.P.A., C.H.B., M.J.R., C.M.F.), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- Hereditary Hemorrhagic Telangiectasia Unit (M.S.P.A., C.H.B., A.R.C., M.M.B., M.M.S.) Hospital Italiano, Buenos Aires, Argentina
| | - M J Rodriguez
- From the Department of Radiology (M.S.P.A., C.H.B., M.J.R., C.M.F.), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - M F Conde
- From the Department of Radiology (M.S.P.A., C.H.B., M.J.R., C.M.F.), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - A R Cajal
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- Hereditary Hemorrhagic Telangiectasia Unit (M.S.P.A., C.H.B., A.R.C., M.M.B., M.M.S.) Hospital Italiano, Buenos Aires, Argentina
- Translational Medicine and Biomedical Engineering Institute (A.R.C.), Buenos Aires, Argentina
- University Institute (A.R.C., M.M.B., M.M.S.), Hospital Italiano, Buenos Aires, Argentina
| | - V A Peuchot
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- Internal Medicine Research Area (V.A.P.), Hospital Italiano, Buenos Aires, Argentina
| | - D Dardik
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- From the Department of Radiology (D.D.), Clínica Instituto de Diagnóstico Sociedad Anónima (INDISA), Santiago, Chile
| | - M M Baccanelli
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- Department of Neurosurgery (M.M.B.), Hospital Italiano, Buenos Aires, Argentina
- Hereditary Hemorrhagic Telangiectasia Unit (M.S.P.A., C.H.B., A.R.C., M.M.B., M.M.S.) Hospital Italiano, Buenos Aires, Argentina
- University Institute (A.R.C., M.M.B., M.M.S.), Hospital Italiano, Buenos Aires, Argentina
| | - M M Serra
- A.R.G. Argentine Rendu Study Group (M.S.P.A., C.V., C.H.B., A.R.C., VA.P., D.D., M.M.B., M.M.S.), Buenos Aires, Argentina
- Department of Internal Medicine (C.V., M.M.S.), Hospital Italiano, Buenos Aires, Argentina
- Hereditary Hemorrhagic Telangiectasia Unit (M.S.P.A., C.H.B., A.R.C., M.M.B., M.M.S.) Hospital Italiano, Buenos Aires, Argentina
- University Institute (A.R.C., M.M.B., M.M.S.), Hospital Italiano, Buenos Aires, Argentina
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15
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Fluid Flow and Structural Numerical Analysis of a Cerebral Aneurysm Model. FLUIDS 2022. [DOI: 10.3390/fluids7030100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Intracranial aneurysms (IA) are dilations of the cerebral arteries and, in most cases, have no symptoms. However, it is a very serious pathology, with a high mortality rate after rupture. Several studies have been focused only on the hemodynamics of the flow within the IA. However, besides the effect of the flow, the development and rupture of the IA are also associated with a combination of other factors such as the wall mechanical behavior. Thus, the objective of this work was to analyze, in addition to the flow behavior, the biomechanical behavior of the aneurysm wall. For this, CFD simulations were performed for different Reynolds numbers (1, 100, 500 and 1000) and for two different rheological models (Newtonian and Carreau). Subsequently, the pressure values of the fluid simulations were exported to the structural simulations in order to qualitatively observe the deformations, strains, normal stresses and shear stress generated in the channel wall. For the structural simulations, a hyperelastic constitutive model (5-parameter Mooney–Rivlin) was used. The results show that with the increase in the Reynolds number (Re), the recirculation phenomenon is more pronounced, which is not seen for Re = 1. The higher the Re, the higher the strain, displacement, normal and shear stresses values.
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16
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Xin S, Chen Y, Zhao B, Liang F. Combination of Morphological and Hemodynamic Parameters for Assessing the Rupture Risk of Intracranial Aneurysms: a Retrospective Study On Mirror Middle Cerebral Artery Aneurysms. J Biomech Eng 2022; 144:1135619. [PMID: 35147191 DOI: 10.1115/1.4053793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Indexed: 11/08/2022]
Abstract
Discordant findings were frequently reported by studies dedicated to exploring the association of morphological/hemodynamic factors with the rupture of intracranial aneurysms (IAs), probably owing to insufficient control of confounding factors. In this study, we aimed to minimize the influences of confounding factors by focusing IAs of interest on mirror aneurysms and, meanwhile, modeling IAs together with the cerebral arterial network to improve the physiological fidelity of hemodynamic simulation. 52 mirror aneurysms located at the middle cerebral artery (MCA) in 26 patients were retrospectively investigated. Numerical tests performed on two randomly selected patients demonstrated that over truncation of cerebral arteries proximal to the MCA during image-based model reconstruction led to uncertain changes in computed values of intra-aneurysmal hemodynamic parameters, which justified the minimal truncation strategy adopted in our study. Five morphological parameters (i.e., volume (V), height (H), dome area (DA), non-sphericity index (NSI), and size ratio (SR)) and two hemodynamic parameters (i.e., peak WSS (peakWSS), and pressure loss coefficient (PLc)) were found to differ significantly between the ruptured and unruptured aneurysms and proved by receiver operating characteristic (ROC) analysis to have potential value for differentiating the rupture status of aneurysm with the areas under curve (AUCs) ranging from 0.681 to 0.763. Integrating V, SR, peakWSS and PLc or some of them into regression models considerably improved the classification of aneurysms, elevating AUC up to 0.864, which indicates that morphological and hemodynamic parameters have complementary roles in assessing the risk of aneurysm rupture.
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Affiliation(s)
- Shangzhe Xin
- State Key Laboratory of Ocean Engineering, School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yongchun Chen
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang
| | - Bing Zhao
- Department of Neurosurgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Fuyou Liang
- State Key Laboratory of Ocean Engineering, School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
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Zanaty M, Allan L, Samaniego EA, Piscopo A, Ryan E, Torner JC, Hasan D. Phase 1/2a Trial of ISPASM. Stroke 2021; 52:3750-3758. [PMID: 34470496 DOI: 10.1161/strokeaha.121.034578] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND AND PURPOSE Microthrombosis could play a role in delayed cerebral ischemia after aneurysmal subarachnoid hemorrhage. Tirofiban has shown promising results in reducing delayed cerebral ischemia in retrospective studies. However, the safety of using tirofiban in aneurysmal subarachnoid hemorrhage is not rigorously established. METHODS A phase 1/2a double-blinded randomized controlled trial (2:1 randomization) to assess the safety of a 7-day intravenous infusion of tirofiban compared with placebo, in patients with aneurysmal subarachnoid hemorrhage treated with ventriculostomy placed in the operative room and coiling was conducted. The primary end point was any intracranial hemorrhage during the hospital stay. The secondary end points were: incidence of radiographic and clinical vasospasm, incidence of delayed cerebral ischemia, and incidence of cerebral ischemic changes noted on magnetic resonance imaging or computed tomography. RESULTS Eighteen patients received intravenous tirofiban and 12 received placebo. There was no difference in baseline characteristics except for higher male proportions in the tirofiban group. There was no difference in death, in development of new or change in existing intracranial hemorrhages, in thrombocytopenia, and need for shunts in the two arms. However, the tirofiban arm had a lower incidence of delayed cerebral ischemia compared with placebo (6% [1/18] versus 33% [4/12]; P=0.04), and less radiographic vasospasm as detected by catheter angiogram or computed tomography angiography (P=0.01) and computed tomography perfusion (P=0.01). CONCLUSIONS The above preliminary results support proceeding with further testing of the safety and efficacy of 7-day intravenous infusion of tirofiban in a pragmatic (placing external ventricular drain by the bedside), multicenter setting, and using a larger population. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03691727.
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Affiliation(s)
- Mario Zanaty
- Department of Neurosurgery (M.Z., A.P., E.R., D.H.), University of Iowa Hospital and Clinics
| | - Lauren Allan
- Department of General Surgery, Department of Surgical and Neuroscience Intensive Care Unit (L.A.), University of Iowa Hospital and Clinics
| | - Edgar A Samaniego
- Department of Neurology, Neuro Interventional Radiology (E.A.S.), University of Iowa Hospital and Clinics
| | - Anthony Piscopo
- Department of Neurosurgery (M.Z., A.P., E.R., D.H.), University of Iowa Hospital and Clinics
| | - Eleanor Ryan
- Department of Neurosurgery (M.Z., A.P., E.R., D.H.), University of Iowa Hospital and Clinics
| | - James C Torner
- Department of Epidemiology and Public Health (J.C.T.), University of Iowa Hospital and Clinics
| | - David Hasan
- Department of Neurosurgery (M.Z., A.P., E.R., D.H.), University of Iowa Hospital and Clinics
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Goertz L, Kabbasch C, Styczen H, Timmer M, Laukamp K, Pennig L, Maus V, Grunz JP, Brinker G, Goldbrunner R, Krischek B. Impact of aneurysm morphology on aneurysmal subarachnoid hemorrhage severity, cerebral infarction and functional outcome. J Clin Neurosci 2021; 89:343-348. [PMID: 34119291 DOI: 10.1016/j.jocn.2021.04.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 03/22/2021] [Accepted: 04/25/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Aneurysmal subarachnoid hemorrhage (aSAH) is associated with high morbidity. The objective was to evaluate, whether specific morphological aneurysm characteristics could serve as predictive values for aSAH severity, disease-related complications and clinical outcome. METHODS A total of 453 aSAH patients (mean age: 54.9 ± 13.8 years, mean aneurysm size: 7.5 ± 3.6 mm) treated at a single center were retrospectively included. A morphometric analysis was performed based on angiographic image sets, determining aneurysm location, aneurysm size, neck width, aneurysm size ratios, aneurysm morphology and vessel size. The following outcome measures were defined: World Federation of Neurosurgical Societies (WFNS) grade 4 and 5, Fisher grade 4, vasospasm, cerebral infarction and unfavorable functional outcome. RESULTS Regarding morphology parameters, aneurysm neck width was an independent predictor for Fisher 4 hemorrhage (OR: 1.1, 95%CI: 1.0-1.3, p = 0.048), while dome width (OR: 0.92, 95%CI: 0.86-0.97, p = 0.005) and internal carotid artery location (OR: 2.1, 95%CI: 1.1-4.2, p = 0.028) predicted vasospasm. None of the analyzed morphological characteristics prognosticated functional outcome. Patient age (OR: 0.95, 95%CI: 0.93-0.96, p < 0.001), WFNS score (OR: 4.8, 95%CI: 2.9-8.0, p < 0.001), Fisher score (OR: 2.3, 95%CI: 1.4-3.7, p < 0.001) and cerebral infarction (OR: 4.5, 95%CI: 2.7-7.8, p < 0.001) were independently associated with unfavorable outcome. CONCLUSIONS The findings indicate a correlation between aneurysm morphology, Fisher grade and vasospasm. Further studies will be required to reveal an independent association of aneurysm morphology with cerebral infarction and functional outcome.
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Affiliation(s)
- Lukas Goertz
- Center for Neurosurgery, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany; Department of Neuroradiology, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany.
| | - Christoph Kabbasch
- Department of Neuroradiology, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany
| | - Hanna Styczen
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstraße 55, 45147 Essen, Germany
| | - Marco Timmer
- Center for Neurosurgery, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany
| | - Kai Laukamp
- Department of Neuroradiology, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany; Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, Cleveland, OH 44106, USA
| | - Lenhard Pennig
- Department of Neuroradiology, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany
| | - Volker Maus
- Department of Radiology, Neuroradiology and Nuclear Medicine, University Medical Center Langendreer, In der Schornau 23-25, 44892 Bochum, Germany
| | - Jan-Peter Grunz
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Oberdürrbacher Straße 6, 97080 Würzburg, Germany
| | - Gerrit Brinker
- Center for Neurosurgery, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany
| | - Roland Goldbrunner
- Center for Neurosurgery, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany
| | - Boris Krischek
- Center for Neurosurgery, Medical Faculty and University Hospital, University of Cologne, Kerpener Strasse 62, 50937 Cologne, Germany; Department of Neurosurgery, Hôpitaux Robert Schuman, 9 Rue Edward Steichen, 2540, Luxembourg
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Han P, Jin D, Wei W, Song C, Leng X, Liu L, Yu J, Li X. The prognostic effects of hemodynamic parameters on rupture of intracranial aneurysm: A systematic review and meta-analysis. Int J Surg 2021; 86:15-23. [DOI: 10.1016/j.ijsu.2020.12.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/13/2020] [Accepted: 12/28/2020] [Indexed: 12/26/2022]
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20
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Zhang S, Shen Y, Zhou C, Zhu W, Zhang F, Hu J, Liu D, Lv M. Association between sleep duration and rupture of intracranial aneurysms: A single-center retrospective study. J Clin Neurosci 2020; 81:252-258. [DOI: 10.1016/j.jocn.2020.09.060] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 08/30/2020] [Accepted: 09/28/2020] [Indexed: 11/25/2022]
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21
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Chen Y, Xing H, Lin B, Zhou J, Ding S, Wan J, Yang Y, Pan Y, Zhao B. Morphological risk model assessing anterior communicating artery aneurysm rupture: Development and validation. Clin Neurol Neurosurg 2020; 197:106158. [PMID: 32836062 DOI: 10.1016/j.clineuro.2020.106158] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 07/23/2020] [Accepted: 08/13/2020] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Prediction of the rupture risk in anterior communicating artery (ACoA) aneurysms remains challenging. We aimed to investigate the association of detailed morphologies with ACoA aneurysm rupture. PATIENT AND METHODS 759 consecutive patients with ACoA aneurysms were identified from December 2007 to January 2016. An independent cohort was collected for validation from March 2017 to October 2019. Morphological parameters of the aneurysms were measured using CT angiography. Univariable and multivariable analyses were used to investigate the association of morphological characteristics with aneurysm rupture. Area under receiver operating characteristic curves (AUC) were used to assess the performance of the model. RESULTS A total of 650 patients with 650 ACoA aneurysms were included for the derivation, and 41 patients with 41 ACoA aneurysms were included for the validation. Aneurysm size, neck size, aspect ratio, size ratio, vessel angle, anterior projection, dominant A1 segment, irregular shape, the presence of a daughter dome, vessel size, and aneurysm angle were risk factors for rupture. The multivariable analysis showed that a larger aneurysm, anterior projection of aneurysms, dominant A1 segment, and irregular aneurysms were associated with aneurysm rupture, whereas larger vessel size was inversely associated with rupture. The morphological risk score showed good discrimination of ruptured and unruptured aneurysms with an AUC of 0.73 in the derivation and an AUC of 0.80 in the validation, and good calibration in both cohorts, signifying a good fit. CONCLUSION The morphological risk model may contribute to evaluating the risk of rupture of ACoA aneurysms.
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Affiliation(s)
- Yongchun Chen
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China; Department of Neurosurgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Haixia Xing
- Department of Pathology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Boli Lin
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China
| | - Jiafeng Zhou
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China
| | - Shenghao Ding
- Department of Neurosurgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Jieqing Wan
- Department of Neurosurgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Yunjun Yang
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China
| | - Yaohua Pan
- Department of Neurosurgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
| | - Bing Zhao
- Department of Neurosurgery, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
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Lv N, Karmonik C, Shi Z, Chen S, Wang X, Liu J, Huang Q. A pilot study using a machine-learning approach of morphological and hemodynamic parameters for predicting aneurysms enhancement. Int J Comput Assist Radiol Surg 2020; 15:1313-1321. [DOI: 10.1007/s11548-020-02199-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 05/18/2020] [Indexed: 11/28/2022]
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Saqr KM, Rashad S, Tupin S, Niizuma K, Hassan T, Tominaga T, Ohta M. What does computational fluid dynamics tell us about intracranial aneurysms? A meta-analysis and critical review. J Cereb Blood Flow Metab 2020; 40:1021-1039. [PMID: 31213162 PMCID: PMC7181089 DOI: 10.1177/0271678x19854640] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Despite the plethora of published studies on intracranial aneurysms (IAs) hemodynamic using computational fluid dynamics (CFD), limited progress has been made towards understanding the complex physics and biology underlying IA pathophysiology. Guided by 1733 published papers, we review and discuss the contemporary IA hemodynamics paradigm established through two decades of IA CFD simulations. We have traced the historical origins of simplified CFD models which impede the progress of comprehending IA pathology. We also delve into the debate concerning the Newtonian fluid assumption used to represent blood flow computationally. We evidently demonstrate that the Newtonian assumption, used in almost 90% of studies, might be insufficient to describe IA hemodynamics. In addition, some fundamental properties of the Navier-Stokes equation are revisited in supplementary material to highlight some widely spread misconceptions regarding wall shear stress (WSS) and its derivatives. Conclusively, our study draws a roadmap for next-generation IA CFD models to help researchers investigate the pathophysiology of IAs.
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Affiliation(s)
- Khalid M Saqr
- Biomedical Flow Dynamics Laboratory, Institute of Fluid Science, Tohoku University, Sendai, Miyagi, Japan.,Department of Mechanical Engineering, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, Alexandria, Egypt
| | - Sherif Rashad
- Department of Neurosurgical Engineering and Translational Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan.,Department of Neurosurgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Simon Tupin
- Biomedical Flow Dynamics Laboratory, Institute of Fluid Science, Tohoku University, Sendai, Miyagi, Japan
| | - Kuniyasu Niizuma
- Department of Neurosurgical Engineering and Translational Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan.,Department of Neurosurgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan.,Department of Neurosurgical Engineering and Translational Neuroscience, Graduate School of Biomedical Engineering, Tohoku University, Sendai, Japan
| | - Tamer Hassan
- Department of Neurosurgery, Alexandria University School of Medicine, Azarita Medical Campus, Alexandria, Egypt
| | - Teiji Tominaga
- Department of Neurosurgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Makoto Ohta
- Biomedical Flow Dynamics Laboratory, Institute of Fluid Science, Tohoku University, Sendai, Miyagi, Japan
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Xu WD, Wang H, Wu Q, Wen LL, You ZQ, Yuan B, Chen SJ, Wang HD, Zhang X. Morphology parameters for rupture in middle cerebral artery mirror aneurysms. J Neurointerv Surg 2020; 12:858-861. [DOI: 10.1136/neurintsurg-2019-015620] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 02/06/2020] [Accepted: 02/08/2020] [Indexed: 12/25/2022]
Abstract
ObjectiveTo identify the morphological parameters correlated with the rupture of middle cerebral artery (MCA) aneurysms.MethodsWe retrospectively analyzed the digital subtraction angiography (DSA) data of 48 patients with ruptured mirror MCA aneurysms. Morphological parameters included aneurysm with wall protrusion, maximum diameter (Dmax), height, neck width, aneurysm width, dome projection, parent artery average diameter (Dp), aspect ratio (AR), bottleneck factor (BNF), size ratio (SR), M1/M2 ratio, and height/width (H/W) ratio. These paired parameters were analyzed by conditional univariate and multivariate logistic regressions to screen out the independent risk factors. We established a score based on the independent risk factors. Receiver operating characteristics (ROC) were generated to estimate the prediction performance of the score in our large database of 763 aneurysms.ResultsIn the univariate regressions, Dmax, height, aneurysm width, neck width, AR, BNF, H/W ratio, SR, anterior dome projection and aneurysm with wall protrusion were significant risk factors. Aneurysm width (OR 3.296, p=0.015), AR (OR 11.594, p=0.014) and anterior dome projection (OR 9.385, p=0.016) were independent risk factors in multivariate regression. The area under the curve (AUC) value of the score based on the three independent risk factors was 0.829.ConclusionAneurysm width, AR and anterior dome projection were independent risks factors of rupture.
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Rajagopal N, Yamada Y, Balaji A, Kawase T, Kato Y. Rare cases of multiple unruptured intracranial aneurysms: Illustrative report and review on management options. INTERDISCIPLINARY NEUROSURGERY 2019. [DOI: 10.1016/j.inat.2019.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
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26
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Rajagopal N, Balaji A, Yamada Y, Kawase T, Kato Y. Etiopathogenesis, clinical presentation and management options of mirror aneurysms: A comparative analysis with non-mirror multiple aneurysms. INTERDISCIPLINARY NEUROSURGERY 2019. [DOI: 10.1016/j.inat.2019.100535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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27
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Zhai XD, Yu JX, Li CJ, Ren J, Ji Z, He C, Ye M, Hu P, Zhang HQ. Morphological Characteristics of Pericallosal Artery Aneurysms and Their High Propensity for Rupture. World Neurosurg 2019; 133:e320-e326. [PMID: 31520758 DOI: 10.1016/j.wneu.2019.09.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 09/02/2019] [Accepted: 09/03/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Compared with intracranial aneurysms (IAs) at other locations, pericallosal artery aneurysms (PAAs) have demonstrated an extremely high risk of rupture. However, owing to their rarity, our understanding of their morphological characteristics has been limited, and whether the morphological characteristics of PAAs contribute to this high rupture risk has remained unexplored. In the present study, we aimed to provide a detailed description of the morphological characteristics of PAAs and investigate the association between its morphology and rupture risk compared with anterior circulation IAs at other locations. METHODS A total of 40 patients with 45 PAAs and 348 patients with 392 anterior circulation IAs at other locations were recruited. The clinical and radiological data for these patients were retrospectively reviewed. The differences in the morphological parameters, including the aneurysm diameter, neck width, height, width, parent artery diameter, inflow angle, aspect ratio (AR), size ratio (SR), and aneurysm diameter/width ratio, between PAAs and other IA groups were compared. RESULTS Of the 45 PAAs, 22 (48.9%) had ruptured. The proportion of ruptured aneurysms was greater for PAAs than for anterior circulation IAs at other locations. For both ruptured and unruptured anterior circulation IAs, PAAs had the highest AR and SR among all IA groups and had the largest inflow angle. CONCLUSION The morphological characteristics of PAAs are unique. Compared with other anterior circulation IAs, PAAs have significantly increased ARs, SRs, and inflow angles, which, ultimately, promote their high propensity toward rupture.
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Affiliation(s)
- Xiao-Dong Zhai
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China
| | - Jia-Xing Yu
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China
| | - Chuan-Jie Li
- Department of Neurosurgery, Shunyi District Hospital, Beijing, China
| | - Jian Ren
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China
| | - Zhe Ji
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China
| | - Chuan He
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China
| | - Ming Ye
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China
| | - Peng Hu
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China
| | - Hong-Qi Zhang
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China; China International Neuroscience Institute, Beijing, China.
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Kleinloog R, de Mul N, Verweij BH, Post JA, Rinkel GJE, Ruigrok YM. Risk Factors for Intracranial Aneurysm Rupture: A Systematic Review. Neurosurgery 2019; 82:431-440. [PMID: 28498930 DOI: 10.1093/neuros/nyx238] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 04/26/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Intracranial aneurysm rupture prediction is poor, with only a few risk factors for rupture identified and used in clinical practice. OBJECTIVE To provide an overview of all the risk factors (including genetic, molecular, morphological, and hemodynamic factors) that have potential for use in clinical practice. METHODS We systematically searched PubMed and EMBASE and focused on factors that can be easily assessed in clinical practice, might be used for rupture prediction in clinical practice, and/or are potential targets for further research. Studies were categorized according to methodological quality, and a meta-analysis was performed, if possible. RESULTS We included 102 studies describing 144 risk factors that fulfilled predefined criteria. There was strong evidence for the morphological factors irregular shape (studied in 4 prospective cohort studies of high-quality, pooled odds ratio [OR] of 4.8 [95% confidence interval 2.7-8.7]), aspect ratio (pooled OR 10.2 [4.3-24.6]), size ratio, bottleneck factor, and height-to-width ratio to increase rupture risk. Moderate level of evidence was found for presence of contact with the perianeurysmal environment (pooled OR 3.5 [1.4-8.4]), unbalanced nature of this contact (pooled OR 17.8 [8.3-38.5]), volume-to-ostium ratio, and direction of the aneurysm dome (pooled OR 1.5 [1.2-1.9]). CONCLUSION Irregular aneurysm shape was identified as a risk factor with potential for use in clinical practice. The risk factors aspect ratio, size ratio, bottleneck factor, height-to-width ratio, contact with the perianeurysmal environment, volume-to-ostium ratio, and dome-direction should first be confirmed in multivariate analysis and incorporated in prediction models.
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Affiliation(s)
- Rachel Kleinloog
- Brain Center Rudolf Magnus, Depart-ment of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Nikki de Mul
- Brain Center Rudolf Magnus, Depart-ment of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Bon H Verweij
- Brain Center Rudolf Magnus, Depart-ment of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jan Andries Post
- Cell Biology, Department of Biology, Science Fac-ulty, Utrecht University, Utrecht, The Netherlands
| | - Gabriel J E Rinkel
- Brain Center Rudolf Magnus, Depart-ment of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ynte M Ruigrok
- Brain Center Rudolf Magnus, Depart-ment of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands
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Li Y, Corriveau M, Aagaard-Kienitz B, Ahmed A, Niemann D. Differences in Pressure Within the Sac of Human Ruptured and Nonruptured Cerebral Aneurysms. Neurosurgery 2019; 84:1261-1268. [PMID: 29741656 DOI: 10.1093/neuros/nyy182] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 04/10/2018] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Hemodynamics plays a critical role in the development, growth, and rupture of intracranial aneurysms. This data could be vital in determining individual aneurysm rupture risk and could facilitate our understanding of aneurysms. OBJECTIVE To present the largest prospective cross-sectional cohort study of intrasaccular pressure recordings of ruptured and nonruptured intracranial aneurysms and describe the hemodynamic differences that exist between ruptured and nonruptured aneurysms. METHODS During endovascular treatment, a standard 1.8-Fr 200 m length microcatheter was navigated into the dome of the aneurysm prior to coil embolization. With the microcatheter centralized within the dome of the aneurysm, an arterial pressure transducer was attached to the proximal end of the microcatheter to measure the stump pressure inside the aneurysm dome. RESULTS In 68 aneurysms (28 ruptured, 40 nonruptured), we observed that ruptured cerebral aneurysms had a lower systolic and mean arterial pressure compared to nonruptured cohort (P = .0008). Additionally, the pulse pressures within the dome of ruptured aneurysms were significantly more narrow than that of unruptured aneurysms (P = .0001). These findings suggest that there may be an inherent difference between ruptured and nonruptured aneurysms and such recordings obtained during routine digital subtraction angiography could potentially become a widely applied technique to augment risk stratification of aneurysms. CONCLUSION Our preliminary data present new evidence distinguishing ruptured from unruptured aneurysms that may have a critical role as a predictive parameter to stratify the natural history of nonruptured intracranial aneurysms and as a new avenue for future investigation.
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Affiliation(s)
- Yiping Li
- Department of Neurological Surgery, Neuro Interventional Radiology, University of Wisconsin Medical School, Madison, Wisconsin
| | - Mark Corriveau
- Department of Neurological Surgery, Neuro Interventional Radiology, University of Wisconsin Medical School, Madison, Wisconsin
| | - Beverly Aagaard-Kienitz
- Department of Neurological Surgery, Neuro Interventional Radiology, University of Wisconsin Medical School, Madison, Wisconsin
| | - Azam Ahmed
- Department of Neurological Surgery, Neuro Interventional Radiology, University of Wisconsin Medical School, Madison, Wisconsin
| | - David Niemann
- Department of Neurological Surgery, Neuro Interventional Radiology, University of Wisconsin Medical School, Madison, Wisconsin
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Dynamic Volume Change Rate and Aspect Ratio Are Correlated to the Formation of an Irregular Morphology of Unruptured Intracranial Aneurysm. J Comput Assist Tomogr 2019; 43:294-299. [PMID: 30422836 DOI: 10.1097/rct.0000000000000813] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of this research was to study the factors influencing the formation of intracranial aneurysms with irregular morphology by observing the dynamic volume change rate of intracranial unruptured aneurysms and other aneurysm characteristics. METHOD Sixty-five unruptured intracranial aneurysms of 51 consecutive patients from 1 center were included in this study. All patients underwent a dual-source computed tomography electrocardiogram-gated 4-dimensional computed tomography angiography examination. The original data at the end of the scan were reconstructed, and 20 sets of data packages through a cardiac cycle with 5% interval were obtained. Data packages were processed by a 3-dimensional software workstation to obtain 20 sets of images and dynamic diagrams. The volume of each aneurysm in the 20 sets of images was measured, and the volume change was calculated by a specific formula. The other data features of the aneurysm such as aneurysm neck, aneurysm height, aspect ratio (AR), location at bifurcation, and clinical features such as age, sex, hypertension history, type 2 diabetes history, smoking history, family history, multiple aneurysm history, and subarachnoid hemorrhage history, were documented in detail. After single factor analysis data, logistic regression analysis of the meaningful indicator was conducted to study the predictive factors of irregular aneurysms. RESULTS Of the 65 aneurysms, 25 possessed an irregular shape and 40 were of regular shape; 51 were anterior circulatory aneurysms and 14 were posterior circulatory aneurysms. Single factor analysis showed that AR (P = 0.001), volume change rate (P = 0.002), and location of aneurysm at the bifurcation (P = 0.038) of the vessel were significantly correlated with irregular aneurysms, but not correlated with age, sex, hypertension history, type 2 diabetes history, smoking history, family history, multiple aneurysm history, and subarachnoid hemorrhage history. Multifactor analysis showed that volume change rate greater than 30% (P = 0.008; odds ratio, 6.934) and AR greater than 1.4 (P = 0.004; odds ratio, 8.258) were independent correlative factors of the formation of intracranial aneurysm with irregular shape. CONCLUSION The volume change rate and AR are independent correlative factors of the formation of intracranial aneurysm with irregular shape.
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Zhang YN, Zhang YM. Letter: Relationship Between Aneurysm Wall Enhancement in Vessel Wall Magnetic Resonance Imaging and Rupture Risk of Unruptured Intracranial Aneurysms. Neurosurgery 2019; 84:E233. [PMID: 30624695 DOI: 10.1093/neuros/nyy579] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 11/02/2018] [Indexed: 12/22/2022] Open
Affiliation(s)
- Yue-Nong Zhang
- The 1st Department of Anesthesiology Meizhou People's Hospital Guangdong, China
| | - Yao-Ming Zhang
- The 2nd Department of Hepatobiliary Surgery Meizhou People's Hospital Guangdong, China
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Relationships between aneurysmal wall enhancement and conventional risk factors in patients with intracranial aneurysm: A high-resolution MRI study. J Neuroradiol 2019; 46:25-28. [DOI: 10.1016/j.neurad.2018.09.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 06/11/2018] [Accepted: 09/24/2018] [Indexed: 11/20/2022]
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Hoffman H, Toshkezi G, Swarnkar A, Gould G, Chin LS, Krishnamurthy S. A retrospective comparison of sac and lobe morphology between ruptured and unruptured intracranial aneurysms. J Clin Neurosci 2018; 60:88-92. [PMID: 30309802 DOI: 10.1016/j.jocn.2018.09.025] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 09/26/2018] [Indexed: 11/25/2022]
Abstract
There are few reliable morphologic indices to aid in the determination of an intracranial aneurysm's rupture risk. We sought to characterize morphological characteristics of aneurysm sacs and their lobes that are associated with ruptured status at time of initial evaluation with diagnostic angiography. These factors could be associated with an aneurysm's risk of rupturing. We retrospectively reviewed all aneurysms imaged with digital subtraction angiography (DSA) at a single institution over five years. Patients presenting with aneurysmal subarachnoid hemorrhage (aSAH) were assigned to the ruptured group, and those presenting without aSAH were assigned to the unruptured group. Angiograms were evaluated for the presence of various morphological parameters. Binary logistic regression was used to assess their associations between groups. A total of 331 aneurysms among 241 patients were included in the analysis. Posterior circulation, larger size ratio, and the presence of two or more lobes were associated with aneurysm rupture (p < 0.001 for each). Aneurysms containing a lobe with a greater height than width were observed more frequently in the ruptured group (OR 5.26, 95% CI 2.66-10.41). In the receiver operating characteristic (ROC) curves, mean diameter had an AUC of 0.72 and an optimum threshold of 2.85 mm. For size ratio, the AUC was 0.70 and the optimum threshold was 2.02. A larger SR was observed in ruptured aneurysms. The presence of multiple lobes and greater lobe height than width were associated with rupture status as well. These factors merit investigation in a prospective study.
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Affiliation(s)
- Haydn Hoffman
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA.
| | - Gentian Toshkezi
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Amar Swarnkar
- Department of Radiology, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Grahame Gould
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Lawrence S Chin
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Satish Krishnamurthy
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA
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Computed Tomography Angiography Evaluation of Risk Factors for Unstable Intracranial Aneurysms. World Neurosurg 2018; 115:e27-e32. [DOI: 10.1016/j.wneu.2018.03.083] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 03/08/2018] [Accepted: 03/10/2018] [Indexed: 01/03/2023]
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Rashad S, Sugiyama SI, Niizuma K, Sato K, Endo H, Omodaka S, Matsumoto Y, Fujimura M, Tominaga T. Impact of bifurcation angle and inflow coefficient on the rupture risk of bifurcation type basilar artery tip aneurysms. J Neurosurg 2018; 128:723-730. [DOI: 10.3171/2016.10.jns161695] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVERisk factors for aneurysm rupture have been extensively studied, with several factors showing significant correlations with rupture status. Several studies have shown that aneurysm shape and hemodynamics change after rupture. In the present study the authors investigated a static factor, the bifurcation angle, which does not change after rupture, to understand its effect on aneurysm rupture risk and hemodynamics.METHODSA hospital database was retrospectively reviewed to identify patients with cerebral aneurysms treated surgically or endovascularly in the period between 2008 and 2015. After acquiring 3D rotational angiographic data, 3D stereolithography models were created and computational fluid dynamic analysis was performed using commercially available software. Patient data (age and sex), morphometric factors (aneurysm volume and maximum height, aspect ratio, bifurcation angle, bottleneck ratio, and neck/parent artery ratio), and hemodynamic factors (inflow coefficient and wall shear stress) were statistically compared between ruptured and unruptured groups.RESULTSSeventy-one basilar tip aneurysms were included in this study, 22 ruptured and 49 unruptured. Univariate analysis showed aspect ratio, bifurcation angle, bottleneck ratio, and inflow coefficient were significantly correlated with a ruptured status. Logistic regression analysis showed that aspect ratio and bifurcation angle were significant predictors of a ruptured status. Bifurcation angle was inversely correlated with inflow coefficient (p < 0.0005), which in turn correlated directly with mean (p = 0.028) and maximum (p = 0.014) wall shear stress (WSS) using Pearson's correlation coefficient, whereas aspect ratio was inversely correlated with mean (0.012) and minimum (p = 0.018) WSS.CONCLUSIONSBifurcation angle and aspect ratio are independent predictors for aneurysm rupture. Bifurcation angle, which does not change after rupture, is correlated with hemodynamic factors including inflow coefficient and WSS, as well as rupture status. Aneurysms with the hands-up bifurcation configuration are more prone to rupture than aneurysms with other bifurcation configurations.
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Affiliation(s)
- Sherif Rashad
- 1Department of Neurosurgery, Tohoku University Graduate School of Medicine; and
| | | | - Kuniyasu Niizuma
- 1Department of Neurosurgery, Tohoku University Graduate School of Medicine; and
| | | | | | | | | | - Miki Fujimura
- 1Department of Neurosurgery, Tohoku University Graduate School of Medicine; and
| | - Teiji Tominaga
- 1Department of Neurosurgery, Tohoku University Graduate School of Medicine; and
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Liu J, Chen Y, Lan L, Lin B, Chen W, Wang M, Li R, Yang Y, Zhao B, Hu Z, Duan Y. Prediction of rupture risk in anterior communicating artery aneurysms with a feed-forward artificial neural network. Eur Radiol 2018; 28:3268-3275. [DOI: 10.1007/s00330-017-5300-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 11/22/2017] [Accepted: 12/29/2017] [Indexed: 10/18/2022]
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Wang GX, Wen L, Yang L, Zhang QC, Yin JB, Duan CM, Zhang D. Risk Factors for the Rupture of Intracranial Aneurysms Using Computed Tomography Angiography. World Neurosurg 2018; 110:e333-e338. [DOI: 10.1016/j.wneu.2017.10.174] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 10/29/2017] [Accepted: 10/31/2017] [Indexed: 11/26/2022]
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Lauric A, Hippelheuser JE, Malek AM. Critical role of angiographic acquisition modality and reconstruction on morphometric and haemodynamic analysis of intracranial aneurysms. J Neurointerv Surg 2018; 10:911-915. [DOI: 10.1136/neurintsurg-2017-013677] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Accepted: 12/21/2017] [Indexed: 11/04/2022]
Abstract
BackgroundSubtracted 3-D rotational angiography (3DRA) and cone-beam computed tomography angiography (CBCT-A) are often used in assessing cerebral aneurysm shape and haemodynamic profile. We sought to evaluate the effect of imaging modality, reconstruction parameters, and kernel selection on patient-derived aneurysm morphology and computational fluid dynamic (CFD) analysis to assess its potential contribution to inter-study variability.MethodsFour patients (five aneurysms) underwent concurrent 3DRA followed by high-resolution CBCT-A. Six models were reconstructed per aneurysm: 3DRA reconstructed with 0.28 and 0.14 mm voxel sizes (large and small volume of interest (VOI) respectively), and two kernel types (normal/smooth). CBCT-A was reconstructed over small VOI using normal/sharp kernel. Maximal dome dimension, neck diameter and dome/neck ratio were evaluated in 3D. Wall shear stress (WSS) magnitude was evaluated on the entire aneurysm dome and in the 5% dome areas covered by lowest (LWSS) and highest (HWSS) WSS. Parameters were evaluated with pairwise t-test analysis.ResultsSmaller VOI reconstructions resulted in smaller Dmax (P value=0.03) and Dmax/neck (P value=0.006) and in larger LWSS (P value=0.03). Use of sharp kernel led to narrower neck (P value=0.04) and higher Dmax/neck values (P value=0.02). CBCT-A resulted in statistically different aneurysm shape (up to 24% difference) and haemodynamics (up to 97% difference) compared with 3DRA.ConclusionThe choice of catheter 3D angiographic modality and reconstruction kernel has a critical impact on derived aneurysm morphological and haemodynamic analysis. The resultant variability can confound and obscure underlying differences within patient populations and between studies performed at different centres using divergent techniques, compromising the accuracy of quantitative aneurysm analysis.
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Bhogal P, AlMatter M, Hellstern V, Ganslandt O, Bäzner H, Henkes H, Pérez MA. Difference in aneurysm characteristics between ruptured and unruptured aneurysms in patients with multiple intracranial aneurysms. Surg Neurol Int 2018; 9:1. [PMID: 29399373 PMCID: PMC5778729 DOI: 10.4103/sni.sni_339_17] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 11/08/2017] [Indexed: 12/25/2022] Open
Abstract
Background: The risk of aneurysmal rupture is dependent upon numerous factors, however, there are inconsistencies in the results between studies, which may be due to confounding factors. This can be avoided by comparing the characteristics of ruptured and unruptured aneurysms within the same patient. We sought to analyze the aneurysm characteristics of patients with acute aneurysmal subarachnoid hemorrhage (SAH) and multiple intracranial aneurysms. Methods: We reviewed our prospectively maintained institutional database, between 01/10/2007 and 01/01/2017, for all patients with confirmed SAH and >1 aneurysm. We recorded the size, location, and morphology and calculated secondary geometric indices such as bottleneck factor and aspect ratio. Results: During the study period, a total of 694 patients with aneurysmal SAH were admitted to our institution. We identified 113 patients (74.3% female, average age 51.7 ± 12.3). The majority of patients had only one associate unruptured aneurysm (79.6%). The average unruptured aneurysm was 3.1 ± 1.5 mm and the average ruptured aneurysm was 5.7 ± 2.7 mm (P < 0.001). In the multivariate analysis, aneurysm location, aneurysm morphology, and size were independently associated with rupture. A complex aneurysm morphology was the strongest risk factor for rupture (OR, 29.27; 95% CI 14.33–59.78; P < 0.001) with size >7 mm (OR, 17.74; 95% CI 4.07–77.35; P < 0.001), and AcomA location also showing a strong independent association. Conclusion: Size plays an important part in determining rupture risk, however, other factors such as location and in particular morphology must also be considered. We believe that the introduction of vessel wall imaging will help to risk stratify aneurysms.
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Affiliation(s)
- P Bhogal
- Neuroradiological Clinic, Neurocenter, Klinikum Stuttgart, Germany
| | - M AlMatter
- Neuroradiological Clinic, Neurocenter, Klinikum Stuttgart, Germany
| | - V Hellstern
- Neuroradiological Clinic, Neurocenter, Klinikum Stuttgart, Germany
| | - O Ganslandt
- Neurosurgical Clinic, Neurocenter, Klinikum Stuttgart, Germany
| | - H Bäzner
- Neurological Clinic, Neurocenter, Klinikum Stuttgart, Germany
| | - H Henkes
- Neuroradiological Clinic, Neurocenter, Klinikum Stuttgart, Germany.,Medical Faculty, University Duisburg-Essen, Germany
| | - M Aguilar Pérez
- Neuroradiological Clinic, Neurocenter, Klinikum Stuttgart, Germany
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Doddasomayajula R, Chung BJ, Mut F, Jimenez CM, Hamzei-Sichani F, Putman CM, Cebral JR. Hemodynamic Characteristics of Ruptured and Unruptured Multiple Aneurysms at Mirror and Ipsilateral Locations. AJNR Am J Neuroradiol 2017; 38:2301-2307. [PMID: 28982787 DOI: 10.3174/ajnr.a5397] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Accepted: 08/01/2017] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Different hemodynamic patterns have been associated with aneurysm rupture. The objective was to test whether hemodynamic characteristics of the ruptured aneurysm in patients with multiple aneurysms were different from those in unruptured aneurysms in the same patient. MATERIALS AND METHODS Twenty-four mirror and 58 ipsilateral multiple aneurysms with 1 ruptured and the others unruptured were studied. Computational fluid dynamics models were created from 3D angiographies. Case-control studies of mirror and ipsilateral aneurysms were performed with paired Wilcoxon tests. RESULTS In mirror pairs, the ruptured aneurysm had more oscillatory wall shear stress (P = .007) than the unruptured one and tended to be more elongated (higher aspect ratio), though this trend achieved only marginal significance (P = .03, 1-sided test). In ipsilateral aneurysms, ruptured aneurysms had larger maximum wall shear (P = .05), more concentrated (P < .001) and oscillatory wall shear stress (P < .001), stronger (P < .001) and more concentrated inflow jets (P < .001), larger maximum velocity (P < .001), and more complex flow patterns (P < .001) compared with unruptured aneurysms. Additionally, ruptured aneurysms were larger (P < .001) and more elongated (P < .001) and had wider necks (P < .001) and lower minimum wall shear stress (P < .001) than unruptured aneurysms. CONCLUSIONS High wall shear stress oscillations and larger aspect ratios are associated with rupture in mirror aneurysms. Adverse flow conditions characterized by high and concentrated inflow jets; high, concentrated, and oscillatory wall shear stress; and strong, complex and unstable flow patterns are associated with rupture in ipsilateral multiple aneurysms. In multiple ipsilateral aneurysms, these unfavorable flow conditions are more likely to develop in larger, more elongated, more wide-necked, and more distal aneurysms.
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Affiliation(s)
- R Doddasomayajula
- From the Bioengineering Department (R.D., B.J.C., F.M., J.R.C.), George Mason University, Fairfax, Virginia
| | - B J Chung
- From the Bioengineering Department (R.D., B.J.C., F.M., J.R.C.), George Mason University, Fairfax, Virginia
| | - F Mut
- From the Bioengineering Department (R.D., B.J.C., F.M., J.R.C.), George Mason University, Fairfax, Virginia
| | - C M Jimenez
- Neurosurgery Department (C.M.J.), University of Antioquia, Medellin, Colombia
| | - F Hamzei-Sichani
- Department of Neurosurgery (F.H.-S.), Mt. Sinai Medical Center, New York, New York
| | - C M Putman
- Interventional Neuroradiology (C.M.P.), Inova Fairfax Hospital, Falls Church, Virginia
| | - J R Cebral
- From the Bioengineering Department (R.D., B.J.C., F.M., J.R.C.), George Mason University, Fairfax, Virginia
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Morphological characteristics associated with rupture risk of multiple intracranial aneurysms. ASIAN PAC J TROP MED 2017; 10:1011-1014. [DOI: 10.1016/j.apjtm.2017.09.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 08/30/2017] [Accepted: 09/11/2017] [Indexed: 11/18/2022] Open
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Kang H, Feng X, Zhang B, Guo E, Wang L, Qian Z, Liu P, Wen X, Xu W, Li Y, Jiang C, Wu Z, Zhang H, Liu A. The Siesta Habit is Associated with a Decreased Risk of Rupture of Intracranial Aneurysms. Front Neurol 2017; 8:451. [PMID: 28936194 PMCID: PMC5595157 DOI: 10.3389/fneur.2017.00451] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2017] [Accepted: 08/15/2017] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Previous studies have examined an association between the siesta habit and hypertension, as well as coronary heart disease. However, the relationship between a siesta and the risk of rupture of an intracranial aneurysm (IA) has not yet been established. We aimed to investigate the effects of a siesta on the risk of rupture of IAs. METHODS We prospectively enrolled consecutive patients diagnosed with IAs at our hospital between January 2016 and December 2016. Univariate and multivariate logistic regression analysis were performed to identify independent risk factors associated with IA rupture. RESULTS We studied 581 consecutive patients with 514 unruptured and 120 ruptured aneurysms. Univariate analysis demonstrated that hypertension, hyperlipidemia, diabetes mellitus, cigarette smoking, location, size, as well as shape and aspect ratio were associated with the risk of rupture of IAs. Multivariate analysis identified hypertension [odds ratio (OR) 1.68, 95% confidence interval (CI) 1.03-2.73], hyperlipidemia (OR 0.25, 95% CI 0.08-0.72), current cigarette smoking ≥20 cigarettes/day (d) (OR 3.48, 95% CI 1.63-7.47), siesta (siesta time <1 h, OR 0.49, 95% CI 0.24-0.98 and siesta time ≥1 h, OR 0.32, 95% CI 0.19-0.57), location of largest aneurysm on the anterior communicating and internal carotid-posterior communicating artery (PCOM) (anterior communicating artery OR 16.27, 95% CI 7.40-35.79 and PCOM OR 11.21, 95% CI 5.15-24.43), and size of aneurysm ≥7 mm (OR 2.19, 95% CI 1.21-3.97) as independent strong risk factors associated with risk of aneurysm rupture. CONCLUSION In the present study, we found that a habitual siesta is a new predictive factor to assess the risk of rupture of an IA. We found the siesta habit may reduce the risk of aneurysm rupture. We also found that hypertension, hyperlipidemia, cigarette smoking, location, and size of aneurysm were associated with the risk of rupture of IAs.
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Affiliation(s)
- Huibin Kang
- Department of Neurosurgery, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Xin Feng
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Baorui Zhang
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Erkang Guo
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Luyao Wang
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Zenghui Qian
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Peng Liu
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xiaolong Wen
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Wenjuan Xu
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Youxiang Li
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chuhan Jiang
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Zhongxue Wu
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Hongbing Zhang
- Department of Neurosurgery, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Aihua Liu
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Association between hemodynamics, morphology, and rupture risk of intracranial aneurysms: a computational fluid modeling study. Neurol Sci 2017; 38:1009-1018. [PMID: 28285454 PMCID: PMC5486504 DOI: 10.1007/s10072-017-2904-y] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Accepted: 03/07/2017] [Indexed: 12/22/2022]
Abstract
The objective of the study was to examine the correlations between intracranial aneurysm morphology and wall shear stress (WSS) to identify reliable predictors of rupture risk. Seventy-two intracranial aneurysms (41 ruptured and 31 unruptured) from 63 patients were studied retrospectively. All aneurysms were divided into two categories: narrow (aspect ratio ≥1.4) and wide-necked (aspect ratio <1.4 or neck width ≥4 mm). Computational fluid dynamics was used to determine the distribution of WSS, which was analyzed between different morphological groups and between ruptured and unruptured aneurysms. Sections of the walls of clipped aneurysms were stained with hematoxylin–eosin, observed under a microscope, and photographed. Ruptured aneurysms were statistically more likely to have a greater low WSS area ratio (LSAR) (P = 0.001) and higher aneurysms parent WSS ratio (P = 0.026) than unruptured aneurysms. Narrow-necked aneurysms were statistically more likely to have a larger LSAR (P < 0.001) and lower values of MWSS (P < 0.001), mean aneurysm-parent WSS ratio (P < 0.001), HWSS (P = 0.012), and the highest aneurysm-parent WSS ratio (P < 0.001) than wide-necked aneurysms. The aneurysm wall showed two different pathological changes associated with high or low WSS in wide-necked aneurysms. Aneurysm morphology could affect the distribution and magnitude of WSS on the basis of differences in blood flow. Both high and low WSS could contribute to focal wall damage and rupture through different mechanisms associated with each morphological type.
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Zanaty M, Daou B, Chalouhi N, Starke RM, Jabbour P, Hasan D. Evidence That a Subset of Aneurysms Less Than 7 mm Warrant Treatment. J Am Heart Assoc 2016; 5:JAHA.116.003936. [PMID: 27509908 PMCID: PMC5015310 DOI: 10.1161/jaha.116.003936] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Mario Zanaty
- Department of Neurosurgery, University of Iowa Hospital and Clinics, Iowa City, IA
| | - Badih Daou
- Department of Neurological Surgery, Thomas Jefferson University and Jefferson Hospital for Neuroscience, Philadelphia, PA
| | - Nohra Chalouhi
- Department of Neurological Surgery, Thomas Jefferson University and Jefferson Hospital for Neuroscience, Philadelphia, PA
| | - Robert M Starke
- Department of Neurological Surgery and Radiology, University of Miami, FL
| | - Pascal Jabbour
- Department of Neurological Surgery, Thomas Jefferson University and Jefferson Hospital for Neuroscience, Philadelphia, PA
| | - David Hasan
- Department of Neurosurgery, University of Iowa Hospital and Clinics, Iowa City, IA
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Huang ZQ, Meng ZH, Hou ZJ, Huang SQ, Chen JN, Yu H, Feng LJ, Wang QJ, Li PA, Wen ZB. Geometric Parameter Analysis of Ruptured and Unruptured Aneurysms in Patients with Symmetric Bilateral Intracranial Aneurysms: A Multicenter CT Angiography Study. AJNR Am J Neuroradiol 2016; 37:1413-7. [PMID: 27102312 PMCID: PMC7960285 DOI: 10.3174/ajnr.a4764] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 01/28/2016] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND PURPOSE Previous studies of geometric and morphologic parameters of intracranial aneurysms have been conducted to determine rupture risk, which remains incompletely defined due to patient-specific risk factors, such as sex, hypertension, and age. To this end, we compared characteristics of ruptured and unruptured aneurysms in the same patients with symmetric bilateral intracranial aneurysms. MATERIALS AND METHODS Between January 2008 and March 2014, 2361 patients with 2674 aneurysms were diagnosed by CT angiography or surgical findings at 4 medical centers. Geometric and morphologic parameters examined for symmetric bilateral intracranial aneurysms comprised aneurysm wall regularity, size, neck width, aspect ratio, size ratio, neck-to-parent artery ratio, and area ratio. Univariate and multivariate statistical analyses were performed to determine independent risk factors for rupture. RESULTS Sixty-three patients (48 women, 15 men; mean age, 62.5 ± 9.8 years) with symmetric bilateral aneurysms were eligible for the study and were included. The most frequent aneurysm location was the posterior communicating artery. Univariate analysis disclosed that aneurysm size, aspect ratio, size ratio, area ratio, and irregular wall differed between patients with ruptured and unruptured aneurysms. Multivariate analysis indicated that aspect ratio of ≥1.6 (adjusted OR, 9.521; 95% CI, 2.182-41.535), area ratio of ≥1.5 (adjusted OR, 4.089; 95% CI, 1.247-13.406), and irregular shape (adjusted OR, 10.443; 95% CI 3.394-32.135) were significant predictive factors for aneurysm rupture after adjustment for aneurysm size. CONCLUSIONS An aspect ratio of ≥1.6, area ratio of ≥1.5, and irregular wall are associated with aneurysm rupture independent of aneurysm size and patient characteristics. These characteristics alone can help in distinguishing ruptured bilateral intracranial aneurysms from unruptured ones.
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Affiliation(s)
- Z-Q Huang
- From the Medical Image Center (Z.-Q.H., H.Y., L.-J.F., Z.-B.W.) Medical Image Center (Z.-Q.H., Z.-H.M., J.-N.C.)
| | - Z-H Meng
- Medical Image Center (Z.-Q.H., Z.-H.M., J.-N.C.)
| | - Z-J Hou
- Department of Radiology (Z.-J.H.), The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, China
| | - S-Q Huang
- Department of Radiology (S.-Q.H.), Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| | - J-N Chen
- Medical Image Center (Z.-Q.H., Z.-H.M., J.-N.C.)
| | - H Yu
- From the Medical Image Center (Z.-Q.H., H.Y., L.-J.F., Z.-B.W.)
| | - L-J Feng
- From the Medical Image Center (Z.-Q.H., H.Y., L.-J.F., Z.-B.W.)
| | - Q-J Wang
- Department of Neurosurgery (Q.-J.W.), Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
| | - P-A Li
- Department of Neurosurgery (P.-A.L.), Yuebei People's Hospital, Shantou University Medical College, Shantou, Guangdong Province, China
| | - Z-B Wen
- From the Medical Image Center (Z.-Q.H., H.Y., L.-J.F., Z.-B.W.)
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Mensing LA, Rinkel GJE, Vlak MHM, van der Schaaf IC, Ruigrok YM. Difference in Aneurysm Characteristics between Patients with Familial and Sporadic Aneurysmal Subarachnoid Haemorrhage. PLoS One 2016; 11:e0154281. [PMID: 27112915 PMCID: PMC4841589 DOI: 10.1371/journal.pone.0154281] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 04/11/2016] [Indexed: 11/18/2022] Open
Abstract
Object Patients with familial intracranial aneurysms (IA) have a higher risk of rupture than patients with sporadic IA. We compared geometric and morphological risk factors for aneurysmal rupture between patients with familial and sporadic aneurysmal subarachnoid hemorrhage (aSAH) to analyse if these risk factors contribute to the increased rupture rate of familial IA. Methods Geometric and morphological aneurysm characteristics were studied on CT-angiography in a prospectively collected series of patients with familial and sporadic aSAH, admitted between September 2006 and September 2009, and additional patients with familial aSAH retrieved from the prospectively collected database of familial IA patients of our center. Odds ratios (OR) with corresponding 95% confidence intervals (95% CI) were calculated to compare the aneurysm characteristics between patients with familial and sporadic aSAH. Results We studied 67 patients with familial and 184 with sporadic aSAH. OR’s for familial compared with sporadic aSAH were for oval shape 1.16(95%CI:0.65–2.09), oblong shape 0.26(95%CI:0.03–2.13), irregular shape 0.83(95%CI:0.47–1.49), aspect ratio ≥ 1.6 0.94(95%CI:0.54–1.66), contact with the perianeurysmal environment (PAE) 1.15(95%CI:0.56–2.40), deformation by the PAE 1.05(95%CI:0.47–2.35) and for dominance of the posterior communicating artery (PCoA) in case of PCoA aneurysms 1.97(95% CI:0.50–7.83). Conclusions The geometric and morphological risk factors for aneurysm rupture do not have a higher prevalence in familial than in sporadic aSAH and thus do not explain the increased risk of IA rupture in patients with familial IA. We recommend further search for other potential risk factors for rupture of familial IA, such as genetic factors.
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Affiliation(s)
- Liselore A. Mensing
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
- * E-mail: ;
| | - Gabriel J. E. Rinkel
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Monique H. M. Vlak
- Department of Neurology, Medical Center Haaglanden, The Hague, the Netherlands
| | | | - Ynte M. Ruigrok
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
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Xia N, Liu Y, Zhong M, Zhuge Q, Fan L, Chen W, Yang Y, Zhao B. Smoking Associated with Increased Aneurysm Size in Patients with Anterior Communicating Artery Aneurysms. World Neurosurg 2016; 87:155-61. [DOI: 10.1016/j.wneu.2015.11.094] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2015] [Revised: 11/24/2015] [Accepted: 11/26/2015] [Indexed: 11/16/2022]
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Relationship between Aging and Enlargement of Intracranial Aneurysms. J Stroke Cerebrovasc Dis 2015; 24:2049-53. [DOI: 10.1016/j.jstrokecerebrovasdis.2015.04.039] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Revised: 04/14/2015] [Accepted: 04/17/2015] [Indexed: 11/21/2022] Open
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Jiang H, Shen J, Weng YX, Pan JW, Yu JB, Wan ZA, Zhan R. Morphology Parameters for Mirror Posterior Communicating Artery Aneurysm Rupture Risk Assessment. Neurol Med Chir (Tokyo) 2015; 55:498-504. [PMID: 26041624 PMCID: PMC4628202 DOI: 10.2176/nmc.oa.2014-0390] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Recent studies have shown that posterior communicating artery (PComA) aneurysms are more likely to rupture. However, surgical intervention for PComA aneurysms may be associated with increased treatment-related morbidity rate. Therefore, it is meaningful to investigate the factors related to PComA aneurysm rupture. The purpose of this study was to identify morphological parameters that significantly correlate with PComA aneurysm rupture. We divided 14 pairs of mirror posterior communicating artery aneurysms (PComA-MANs) into ruptured and unruptured groups. Computed tomography angiography (CTA) imaging was evaluated with three-dimensional (3D) Slicer to generate models of the aneurysms and surrounding vasculature. Nine morphological parameters [size, height, width, neck width, aspect ratio (AR), bottleneck factor (BNF), height/width ratio (H/W), size ratio (SR), and bleb formation] were examined in the two groups for significance with respect to rupture. By contrast, statistically significant differences were found in ruptured and unruptured group for size, AR, BNF, SR, and bleb formation (P < 0.05). Parameters that had no significant differences between the two groups were height (P = 0.103), width (P = 0.078), neck width (P = 0.808), and H/W (P = 0.417). We conclude that MANs may be a useful model for the morphological analysis of intracranial aneurysm rupture. Larger size, higher AR, BNF, SR, and bleb formation may be related to rupture of PComA aneurysms. Larger sample studies minimizing the interference from patient-related factors and aneurysm type were expected for acquiring more accurate assessment of the relationship between these parameters and PComA aneurysm rupture.
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Affiliation(s)
- Hao Jiang
- Department of Neurosurgery, The First Affiliated Hospital, School of Medicine, Zhejiang University
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Backes D, Vergouwen MDI, Tiel Groenestege AT, Bor ASE, Velthuis BK, Greving JP, Algra A, Wermer MJH, van Walderveen MAA, terBrugge KG, Agid R, Rinkel GJE. PHASES Score for Prediction of Intracranial Aneurysm Growth. Stroke 2015; 46:1221-6. [PMID: 25757900 DOI: 10.1161/strokeaha.114.008198] [Citation(s) in RCA: 114] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Accepted: 02/17/2015] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Growth of an intracranial aneurysm occurs in around 10% of patients at 2-year follow-up imaging and may be associated with aneurysm rupture. We investigated whether PHASES, a score providing absolute risks of aneurysm rupture based on 6 easily retrievable risk factors, also predicts aneurysm growth. METHODS In a multicenter cohort of patients with unruptured intracranial aneurysms and follow-up imaging with computed tomography angiography or magnetic resonance angiography, we performed univariable and multivariable Cox regression analyses for the predictors of the PHASES score at baseline, with aneurysm growth as outcome. We calculated hazard ratios and corresponding 95% confidence intervals (CI), with the PHASES score as continuous variable and after division into quartiles. RESULTS We included 557 patients with 734 unruptured aneurysms. Eighty-nine (12%) aneurysms in 87 patients showed growth during a median follow-up of 2.7 patient-years (range 0.5-10.8). Per point increase in PHASES score, hazard ratio for aneurysm growth was 1.32 (95% CI, 1.22-1.43). With the lowest quartile of the PHASES score (0-1) as reference, hazard ratios were for the second (PHASES 2-3) 1.07 (95% CI, 0.49-2.32), the third (PHASES 4) 2.29 (95% CI, 1.05-4.95), and the fourth quartile (PHASES 5-14) 2.85 (95% CI, 1.43-5.67). CONCLUSIONS Higher PHASES scores were associated with an increased risk of aneurysm growth. Because higher PHASES scores also predict aneurysm rupture, our findings suggest that aneurysm growth can be used as surrogate outcome measure of aneurysm rupture in follow-up studies on risk prediction or interventions aimed to reduce the risk of rupture.
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Affiliation(s)
- Daan Backes
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.).
| | - Mervyn D I Vergouwen
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Andreas T Tiel Groenestege
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - A Stijntje E Bor
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Birgitta K Velthuis
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Jacoba P Greving
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Ale Algra
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Marieke J H Wermer
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Marianne A A van Walderveen
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Karel G terBrugge
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Ronit Agid
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
| | - Gabriel J E Rinkel
- From the Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus (D.B., M.D.I.V., A.T.T.G., A.S.E.B., A.A., G.J.E.R.), Department of Radiology (B.K.V.), and Julius Center for Health Sciences and Primary Care (J.P.G., A.A.), University Medical Center Utrecht, Utrecht, the Netherlands; Departments of Neurology (M.J.H.W.) and Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands; and Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, Toronto, Canada (K.G.t.B., R.A.)
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