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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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Abstract
Alterations in cerebral blood flow are common in several neurological diseases among the elderly including stroke, cerebral small vessel disease, vascular dementia, and Alzheimer's disease. 4D flow magnetic resonance imaging (MRI) is a relatively new technique to investigate cerebrovascular disease, and makes it possible to obtain time-resolved blood flow measurements of the entire cerebral arterial venous vasculature and can be used to derive a repertoire of hemodynamic biomarkers indicative of cerebrovascular health. The information that can be obtained from one single 4D flow MRI scan allows both the investigation of aberrant flow patterns at a focal location in the vasculature as well as estimations of brain-wide disturbances in blood flow. Such focal and global hemodynamic biomarkers show the potential of being sensitive to impending cerebrovascular disease and disease progression and can also become useful during planning and follow-up of interventions aiming to restore a normal cerebral circulation. Here, we describe 4D flow MRI approaches for analyzing the cerebral vasculature. We then survey key hemodynamic biomarkers that can be reliably assessed using the technique. Finally, we highlight cerebrovascular diseases where one or multiple hemodynamic biomarkers are of central interest.
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Affiliation(s)
- Anders Wåhlin
- Department of Radiation Sciences, Umeå University, Umeå, Sweden.,Department of Applied Physics and Electronics, Umeå University, Umeå, Sweden.,Umeå Center for Functional Brain Imaging (UFBI), Umeå University, Umeå, Sweden
| | - Anders Eklund
- Department of Radiation Sciences, Umeå University, Umeå, Sweden.,Umeå Center for Functional Brain Imaging (UFBI), Umeå University, Umeå, Sweden
| | - Jan Malm
- Department of Clinical Science and Neurosciences, Umeå University, Umeå, Sweden
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3
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Futami K, Misaki K, Uno T, Nambu I, Kamide T, Nakada M. Morphological factors affecting vortex core instability on 4D flow MRI of unruptured cerebral aneurysms. Neurol Res 2021; 44:455-462. [PMID: 34791984 DOI: 10.1080/01616412.2021.2004365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVE The spatiotemporal instability of intra-aneurysmal vortex flow may be associated with unruptured cerebral aneurysm rupture. We identified morphological factors that affect intra-aneurysmal vortex core patterns classified based on the instability on four-dimensional (4D) flow magnetic resonance imaging (MRI) and determined cutoff values for the factors to discriminate unstable core patterns. METHODS We classified vortex core patterns of 40 unruptured aneurysms on 4D flow MRI into stable, stable with a flapping tip, continuously deforming wave-or-coil-like, and non-visualized. We statistically compared nine morphological parameters among aneurysm groups with individual patterns. RESULTS The vortex cores were stable (n = 16) (group A), stable with a flapping tip (n = 15) (group B), wave-or-coil-like (n = 7) (group C), and non-visualized (n = 2) (group D). Since there were no statistically significant differences between groups A and B, we compared the difference between the groups A and B and the other groups. Multivariate logistic regression analyses found that size ratio (SR) was an only independently significant parameter (p < 0.05). The receiver-operating characteristic analysis between groups A and B and group C and between groups A and B and groups C and D revealed that the area under the curve value for SR was the highest (0.829 [95% CI, 0.642-1.0]; 0.867 [95% CI, 0.715-1.0], respectively) among morphological factors; the cutoff value for SR was 1.72 (specificity 0.714, sensitivity 0.756; specificity 0.806, sensitivity 0.778, respectively). CONCLUSION SR was an independent morphological factor contributing to vortex core instability based on the vortex core patterns on 4D flow MRI.Abbreviations: CFD: computational fluid dynamics; 3D: three-dimensional; 4D: four-dimensional; MRI: magnetic resonance imaging; MRA: magnetic resonance angiography; ICA: internal carotid artery; AR: aspect ratio; SR: size ratio; CI: confidence interval; AUC: area under the curve; ROC: receiver-operating characteristic.
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Affiliation(s)
- Kazuya Futami
- Department of Neurosurgery, Hokuriku Central Hospital of Japan Mutual Aid Association of Public School Teachers, Oyabe, Japan
| | - Kouichi Misaki
- Department of Neurosurgery, Kanazawa University School of Medicine, Kanazawa, Japan
| | - Takehiro Uno
- Department of Neurosurgery, Kanazawa University School of Medicine, Kanazawa, Japan
| | - Iku Nambu
- Department of Neurosurgery, Kanazawa University School of Medicine, Kanazawa, Japan
| | - Tomoya Kamide
- Department of Neurosurgery, Kanazawa University School of Medicine, Kanazawa, Japan
| | - Mitsutoshi Nakada
- Department of Neurosurgery, Kanazawa University School of Medicine, Kanazawa, Japan
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Inflow Hemodynamics of Intracranial Aneurysms: A Comparison of Computational Fluid Dynamics and 4D Flow Magnetic Resonance Imaging. J Stroke Cerebrovasc Dis 2021; 30:105685. [PMID: 33662703 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105685] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 02/13/2021] [Indexed: 11/22/2022] Open
Abstract
PURPOSE Although the inflow hemodynamics of cerebral aneurysms are key factors in their rupture and recurrence after endovascular treatments, the most available method for inflow hemodynamics evaluation remains unestablished. We compared the efficacy of inflow hemodynamics evaluation using computational fluid dynamics (CFD) analysis and that using four-dimensional (4D) flow magnetic resonance imaging (MRI). METHODS In 23 unruptured cerebral aneurysms, the inflow hemodynamics was evaluated using both CFD and 4D flow MRI. The evaluated parameters included visually classified inflow jet patterns, the inflow rate ratio (the ratio of the inflow rate at the aneurysmal orifice to the flow rate in the proximal parent artery), and the velocity ratio (the ratio of the inflow velocity to the velocity in the proximal parent artery). The Shapiro-Wilk test was used to assess the normality of variable data, and logarithmic transformation was performed for variables with non-normal distributions. Data analysis was performed using Pearson correlation analyses and the chi-square test. RESULTS There was a significant correlation between inflow jet patterns evaluated by CFD and 4D flow MRI (p = 0.008). Moreover, there was a strong correlation between the inflow rate ratios evaluated by CFD and 4D flow MRI (r = 0.801; p <0.001). Furthermore, there was a moderate correlation between the velocity ratios measured by CFD and 4D flow MRI (r = 0.559; p = 0.008). CONCLUSION Inflow hemodynamics evaluated by CFD analysis and 4D flow MRI showed good correlations in inflow jet pattern, inflow rate ratio, and velocity ratio.
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Zhang M, Peng F, Tong X, Feng X, Li Y, Chen H, Niu H, Zhang B, Song G, Li Y, Liu P, Liu A, Li R. Associations between haemodynamics and wall enhancement of intracranial aneurysm. Stroke Vasc Neurol 2021; 6:467-475. [PMID: 33637615 PMCID: PMC8485248 DOI: 10.1136/svn-2020-000636] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 12/30/2020] [Accepted: 01/04/2021] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND AND PURPOSE Previous studies have reported about inflammation processes (IPs) that play important roles in aneurysm formation and rupture, which could be driven by blood flow. IPs can be identified using aneurysmal wall enhancement (AWE) on high-resolution black-blood MRI (BB-MRI) and blood flow haemodynamics can be demonstrated by four-dimensional-flow MRI (4D-flow MRI). Thus, this study investigated the associations between AWE and haemodynamics in unruptured intracranial aneurysms (IA) by combining 4D-flow MRI and high-resolution BB-MRI. MATERIALS AND METHODS Between April 2014 and October 2017, 48 patients with 49 unruptured IA who underwent both 4D-flow MRI and high-resolution BB-MRI were retrospectively included in this study. The haemodynamic parameters demonstrated using 4D-flow MRI were compared between different AWE patterns using the Kruskal-Wallis test and ordinal regression. RESULTS The results of Kruskal-Wallis test showed that the average wall shear stress in the IA (WSSavg-IA), maximum through-plane velocity in the adjacent parent artery, inflow jet patterns and the average vorticity in IA (vorticityavg-IA) were significantly associated with the AWE patterns. Ordinal regression analysis identified WSSavg-IA (p=0.002) and vorticityavg-IA (p=0.033) as independent predictors of AWE patterns. CONCLUSION A low WSS and low average vorticity were independently associated with a high AWE grade for IAs larger than 4 mm. Therefore, WSS and average vorticity could predict AWE and circumferential AWE.
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Affiliation(s)
- Miaoqi Zhang
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Fei Peng
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Xin Tong
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Xin Feng
- Department of Neurosurgery, Beijing Hospital, Beijing, China
| | - Yunduo Li
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Huijun Chen
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Hao Niu
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Baorui Zhang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Guangrong Song
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Youxiang Li
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Peng Liu
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Aihua Liu
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Rui Li
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
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6
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Zhang M, Peng F, Li Y, He L, Liu A, Li R. Associations between morphology and hemodynamics of intracranial aneurysms based on 4D flow and black-blood magnetic resonance imaging. Quant Imaging Med Surg 2021; 11:597-607. [PMID: 33532260 DOI: 10.21037/qims-20-440] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Background Previous studies have hypothesized that intracranial aneurysm (IA) morphology interacts with hemodynamic conditions. Magnetic resonance imaging (MRI) provides a single image modality solution for both morphological and hemodynamic measurements for IA. This study aimed to explore the interaction between the morphology and hemodynamics of IA using black-blood MRI (BB-MRI) and 4D flow MRI. Methods A total of 97 patients with unruptured IA were recruited for this study. The IA size, size ratio (SR), and minimum wall thickness (mWT) were measured using BB-MRI. Velocity, blood flow, pulsatility index (PI), and wall shear stress (WSS) were measured with 4D flow MRI. The relationship between hemodynamic parameters and morphological indices was investigated by linear regression analysis and unpaired two-sample t-test. To determine the independent interaction, multiple linear regression analysis was further performed. Results The findings showed that mWT was negatively correlated with IA size (r=-0.665, P<0.001). Maximum blood flow in IA (FlowIA) was positively correlated with IA size (r=0.458, P<0.001). The average WSS (WSSavg) was negatively correlated with IA size (r=-0.650, P<0.001). The relationships remained the same after the multivariate analysis was adjusted for hemodynamic, morphologic, and demographic confounding factors. The WSSavg was positively correlated with mWT (r=0.528, P<0.001). In the unpaired two-sample t-test, mWT, WSSavg, and FlowIA were statistically significantly associated with the size and SR of IAs. Conclusions There is potential for BB-MRI and 4D flow MRI to provide morphological and hemodynamic information regarding IA. Blood flow, WSS, and mWT may serve as non-invasive biomarkers for IA assessments, and may contribute to a more comprehensive understanding of the mechanism of IA.
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Affiliation(s)
- Miaoqi Zhang
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Fei Peng
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Yunduo Li
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Le He
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Aihua Liu
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Rui Li
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
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7
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Noncontrast Magnetic Resonance Angiography in the Era of Nephrogenic Systemic Fibrosis and Gadolinium Deposition. J Comput Assist Tomogr 2021; 45:37-51. [PMID: 32976265 DOI: 10.1097/rct.0000000000001074] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
ABSTRACT Gadolinium-based contrast agents for clinical magnetic resonance imaging are overall safe. However, the discovery of nephrogenic systemic fibrosis in patients with severe renal impairment and gadolinium deposition in patients receiving contrast have generated developments in contrast-free imaging of the vasculature, that is, noncontrast magnetic resonance angiography. This article presents an update on noncontrast magnetic resonance angiography techniques, with comparison to other imaging alternatives. Potential benefits and challenges to implementation, and evidence to date for various clinical applications are discussed.
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Perera R, Isoda H, Ishiguro K, Mizuno T, Takehara Y, Terada M, Tanoi C, Naito T, Sakahara H, Hiramatsu H, Namba H, Izumi T, Wakabayashi T, Kosugi T, Onishi Y, Alley M, Komori Y, Ikeda M, Naganawa S. Assessing the Risk of Intracranial Aneurysm Rupture Using Morphological and Hemodynamic Biomarkers Evaluated from Magnetic Resonance Fluid Dynamics and Computational Fluid Dynamics. Magn Reson Med Sci 2020; 19:333-344. [PMID: 31956175 PMCID: PMC7809142 DOI: 10.2463/mrms.mp.2019-0107] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Evaluate in vivo hemodynamic and morphological biomarkers of intracranial aneurysms, using magnetic resonance fluid dynamics (MRFD) and MR-based patient specific computational fluid dynamics (CFD) in order to assess the risk of rupture. METHODS Forty-eight intracranial aneurysms (10 ruptured, 38 unruptured) were scrutinized for six morphological and 10 hemodynamic biomarkers. Morphological biomarkers were calculated based on 3D time-of-flight magnetic resonance angiography (3D TOF MRA) in MRFD analysis. Hemodynamic biomarkers were assessed using both MRFD and CFD analyses. MRFD was performed using 3D TOF MRA and 3D cine phase-contrast magnetic resonance imaging (3D cine PC MRI). CFD was performed utilizing patient specific inflow-outflow boundary conditions derived from 3D cine PC MRI. Univariate analysis was carried out to identify statistically significant biomarkers for aneurysm rupture and receiver operating characteristic (ROC) analysis was performed for the significant biomarkers. Binary logistic regression was performed to identify independent predictive biomarkers. RESULTS Morphological biomarker analysis revealed that aneurysm size [P = 0.021], volume [P = 0.035] and size ratio [P = 0.039] were statistically significantly different between the two groups. In hemodynamic biomarker analysis, MRFD results indicated that ruptured aneurysms had higher oscillatory shear index (OSI) [OSI.max, P = 0.037] and higher relative residence time (RRT) [RRT.ave, P = 0.035] compared with unruptured aneurysms. Correspondingly CFD analysis demonstrated significant differences for both average and maximum OSI [OSI.ave, P = 0.008; OSI.max, P = 0.01] and maximum RRT [RRT.max, P = 0.045]. ROC analysis revealed AUC values greater than 0.7 for all significant biomarkers. Aneurysm volume [AUC, 0.718; 95% CI, 0.491-0.946] and average OSI obtained from CFD [AUC, 0.774; 95% CI, 0.586-0.961] were retained in the respective logistic regression models. CONCLUSION Both morphological and hemodynamic biomarkers have significant influence on intracranial aneurysm rupture. Aneurysm size, volume, size ratio, OSI and RRT could be potential biomarkers to assess aneurysm rupture risk.
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Affiliation(s)
- Roshani Perera
- Department of Radiological and Medical Laboratory Sciences, Nagoya University Graduate School of Medicine
| | - Haruo Isoda
- Department of Radiological and Medical Laboratory Sciences, Nagoya University Graduate School of Medicine.,Brain & Mind Research Center, Nagoya University
| | - Kenta Ishiguro
- Department of Radiological and Medical Laboratory Sciences, Nagoya University Graduate School of Medicine.,Department of Radiological Technology, Kariya Toyota General Hospital
| | - Takashi Mizuno
- Department of Radiological and Medical Laboratory Sciences, Nagoya University Graduate School of Medicine.,Department of Medical Technology, Nagoya University Hospital
| | - Yasuo Takehara
- Department of Fundamental Development for Advanced Low Invasive Diagnostic Imaging, Nagoya University, Graduate School of Medicine.,Department of Radiology, Nagoya University Graduate School of Medicine
| | - Masaki Terada
- Department of Diagnostic Radiological Technology, Iwata City Hospital
| | | | - Takehiro Naito
- Department of Neurosurgery, Iwata City Hospital.,Department of Neurosurgery, Komaki City Hospital
| | - Harumi Sakahara
- Department of Diagnostic Radiology & Nuclear Medicine, Hamamatsu University School of Medicine.,Hamamatsu Medical Imaging Center, Hamamatsu Medical Photonics Foundation
| | - Hisaya Hiramatsu
- Department of Neurosurgery, Hamamatsu University School of Medicine
| | - Hiroki Namba
- Department of Neurosurgery, Hamamatsu University School of Medicine
| | - Takashi Izumi
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
| | | | | | - Yuki Onishi
- Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology
| | - Marcus Alley
- Department of Radiology, Stanford University School of Medicine
| | | | - Mitsuru Ikeda
- Department of Radiological and Medical Laboratory Sciences, Nagoya University Graduate School of Medicine
| | - Shinji Naganawa
- Department of Radiology, Nagoya University Graduate School of Medicine
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Futami K, Misaki K, Uno T, Kamide T, Nakada M. Effect of Neck Size on the Inflow Magnitude Evaluated on 4D Flow MRI in Unruptured Internal Carotid Artery Aneurysms. J Stroke Cerebrovasc Dis 2020; 29:105116. [PMID: 32912568 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105116] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 06/27/2020] [Accepted: 06/29/2020] [Indexed: 10/23/2022] Open
Abstract
BACKGROUND A neck size >4.0 mm is a risk factor for recanalization after coil embolization. The high inflow magnitude of pretreatment wide-neck aneurysms may be correlated to recanalization. We aimed to elucidate the effect of the neck size on the inflow magnitude evaluated on four-dimensional (4D) flow magnetic resonance imaging (MRI) in pretreatment unruptured internal carotid artery (ICA) aneurysms. METHODS Thirty-three untreated ICA aneurysms were subjected to 4D flow MRI to evaluate the inflow magnitude parameters including the maximum spatially-averaged inflow velocity (MSAIV), maximum inflow velocity, maximum inflow rate (MIR), and their ratios to each corresponding flow parameter in the parent artery. RESULTS The neck size was linearly correlated to all inflow parameters investigated in this study. A strong correlation was observed between the neck size and the following: MSAIV (r = .755, p < .0001), MIR (r = .715, p < .0001), MSAIV ratio (r = .724, p < .0001), and MIR ratio (r = .741, p < .0001). The predicted value of MIR ratio of an aneurysm with the neck size of 4.0 mm was 23.0% and 20.6%, based on the linear regression equation of all aneurysms and on that of aneurysms with the neck size >4.0 mm, respectively. CONCLUSIONS The neck size was linearly correlated with the inflow magnitude of unruptured ICA aneurysms. Inflow magnitude evaluation using 4D flow MRI may help to hemodynamically identify aneurysms with a high risk of recanalization after endovascular coil embolization.
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Affiliation(s)
- Kazuya Futami
- Department of Neurosurgery, Hokuriku Central Hospital, 123 Nodera, Oyabe, 932-8503 Toyama, Japan.
| | - Kouichi Misaki
- Department of Neurosurgery, Graduate School of Medicine, Kanazawa University, 13-1 Takara-machi, Kanazawa 920-8641, Ishikawa, Japan
| | - Takehiro Uno
- Department of Neurosurgery, Graduate School of Medicine, Kanazawa University, 13-1 Takara-machi, Kanazawa 920-8641, Ishikawa, Japan
| | - Tomoya Kamide
- Department of Neurosurgery, Graduate School of Medicine, Kanazawa University, 13-1 Takara-machi, Kanazawa 920-8641, Ishikawa, Japan
| | - Mitsutoshi Nakada
- Department of Neurosurgery, Graduate School of Medicine, Kanazawa University, 13-1 Takara-machi, Kanazawa 920-8641, Ishikawa, Japan
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10
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Soldozy S, Norat P, Elsarrag M, Chatrath A, Costello JS, Sokolowski JD, Tvrdik P, Kalani MYS, Park MS. The biophysical role of hemodynamics in the pathogenesis of cerebral aneurysm formation and rupture. Neurosurg Focus 2020; 47:E11. [PMID: 31261115 DOI: 10.3171/2019.4.focus19232] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 04/18/2019] [Indexed: 11/06/2022]
Abstract
The pathogenesis of intracranial aneurysms remains complex and multifactorial. While vascular, genetic, and epidemiological factors play a role, nascent aneurysm formation is believed to be induced by hemodynamic forces. Hemodynamic stresses and vascular insults lead to additional aneurysm and vessel remodeling. Advanced imaging techniques allow us to better define the roles of aneurysm and vessel morphology and hemodynamic parameters, such as wall shear stress, oscillatory shear index, and patterns of flow on aneurysm formation, growth, and rupture. While a complete understanding of the interplay between these hemodynamic variables remains elusive, the authors review the efforts that have been made over the past several decades in an attempt to elucidate the physical and biological interactions that govern aneurysm pathophysiology. Furthermore, the current clinical utility of hemodynamics in predicting aneurysm rupture is discussed.
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11
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Abstract
Magnetic resonance imaging (MRI) has become an important tool for the clinical evaluation of patients with cardiac and vascular diseases. Since its introduction in the late 1980s, quantitative flow imaging with MRI has become a routine part of standard-of-care cardiothoracic and vascular MRI for the assessment of pathological changes in blood flow in patients with cardiovascular disease. More recently, time-resolved flow imaging with velocity encoding along all three flow directions and three-dimensional (3D) anatomic coverage (4D flow MRI) has been developed and applied to enable comprehensive 3D visualization and quantification of hemodynamics throughout the human circulatory system. This article provides an overview of the use of 4D flow applications in different cardiac and vascular regions in the human circulatory system, with a focus on using 4D flow MRI in cardiothoracic and cerebrovascular diseases.
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Affiliation(s)
- Gilles Soulat
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, USA
| | - Patrick McCarthy
- Division of Cardiac Surgery, Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois 60208, USA
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12
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Gu Y, Zhang Y, Luo M, Zhang H, Liu X, Miao C. Risk Factors for Asymptomatic Intracranial Small Aneurysm Rupture Determined by Electrocardiographic-Gated 4D Computed Tomographic (CT) Angiography. Med Sci Monit 2020; 26:e921835. [PMID: 31942867 PMCID: PMC6984014 DOI: 10.12659/msm.921835] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background To study the risk predictors of intracranial asymptomatic small aneurysm rupture by electrocardiographic (ECG)-gated 4D-CT angiography (4D-CTA). Material/Methods A total of 168 patients with intracranial aneurysms <7 mm who underwent 4D-CTA examinations were retrospectively analyzed and divided into a ruptured group and an unruptured group. The original scanning data of all cases were reconstructed to obtain 20 groups of data in 5% time intervals in the cardiac cycle. After processing with 3D workstation software, 20 sets of images and dynamic images were achieved. The morphological characteristics and clinical features of the 2 groups of aneurysms were analyzed through univariate analysis, then logistic regression analysis was performed for the meaningful indicators. Finally, the optimum diagnostic cut-off point was calculated by ROC curve analysis. Results Univariate analysis showed that sex, smoking history, vascular bifurcation point, pulsation point appearance, aneurysm height, aspect ratio (AR), and size ratio (SR) were significantly different (P<0.05) between the ruptured group and unruptured group. Multivariate regression analysis indicated that the pulsation points (OR=8.188, 95% CI: 3.984–17.198) and high SR values (OR=5.325, 95% CI: 1.503–18.867) were independent predictors of asymptomatic small aneurysm rupture. When the SR value was higher than 1.65, the area below the ROC curve was 0.723, the diagnostic sensitivity was 75%, and the specificity was 80%. Conclusions The occurrence of pulsation points and SR values >1.65 were independent predictors for the rupture of asymptomatic small intracranial aneurysms <7 mm in diameter.
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Affiliation(s)
- Yan Gu
- Department of Radiology, The First People's Hospital of Lianyungang, Lianyungang, Jiangsu, China (mainland)
| | - Yonggang Zhang
- Department of Radiology, The First People's Hospital of Lianyungang, Lianyungang, Jiangsu, China (mainland)
| | - Meng Luo
- Department of Radiology, The First People's Hospital of Lianyungang, Lianyungang, Jiangsu, China (mainland)
| | - Hongwei Zhang
- Department of Neurosurgery, The First People's Hospital of Lianyungang, Lianyungang, Jiangsu, China (mainland)
| | - Xiguang Liu
- Department of Neurosurgery, The First People's Hospital of Lianyungang, Lianyungang, Jiangsu, China (mainland)
| | - Chongchang Miao
- Department of Radiology, The First People's Hospital of Lianyungang, Lianyungang, Jiangsu, China (mainland)
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Futami K, Uno T, Misaki K, Tamai S, Nambu I, Uchiyama N, Nakada M. Identification of Vortex Cores in Cerebral Aneurysms on 4D Flow MRI. AJNR Am J Neuroradiol 2019; 40:2111-2116. [PMID: 31753836 DOI: 10.3174/ajnr.a6322] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Accepted: 08/13/2019] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE The complexity and instability of the vortex flow in aneurysms are factors related to the rupture risk of unruptured cerebral aneurysms. We identified aneurysm vortex cores on 4D flow MR imaging and examined the relationship of these factors with the characteristics of cerebral aneurysms. MATERIALS AND METHODS We subjected 40 aneurysms (37 unruptured, 3 ruptured) to 4D flow MR imaging. We visualized streamlines with velocities below the threshold-that is, a percentage value of the aneurysm maximum inflow velocity-and progressively decreased the threshold to identify vortex cores as thin, streamline bundles with minimum velocities. Complexity and stability were compared in aneurysms with a smooth surface and those with blebs or daughter sacs. RESULTS The threshold for visualizing vortex cores ranged from 3% to 13% of the maximum inflow velocity. Vortex cores could be visualized in 38 aneurysms; in 2, they were not visualized through the cardiac cycle. A simple flow pattern (single vortex core) was identified in 27 aneurysms; the other 13 exhibited a complex flow pattern. The cores were stable in 32 and unstable in 8 aneurysms. Significantly more aneurysms with-than-without blebs or daughter sacs had a complex flow pattern (P = .006). Of the 3 ruptured aneurysms, 1 aneurysm had an unstable vortex core; in the other 2, the vortex core was not visualized. CONCLUSIONS The identification of vortex cores on 4D flow MR imaging may help to stratify the rupture risk of unruptured cerebral aneurysms.
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Affiliation(s)
- K Futami
- From the Department of Neurosurgery (K.F.), Hokuriku Central Hospital, Toyama, Japan
| | - T Uno
- Department of Neurosurgery (T.U., K.M., S.T., I.N., N.U., M.N.), Kanazawa University School of Medicine, Ishikawa, Japan
| | - K Misaki
- Department of Neurosurgery (T.U., K.M., S.T., I.N., N.U., M.N.), Kanazawa University School of Medicine, Ishikawa, Japan
| | - S Tamai
- Department of Neurosurgery (T.U., K.M., S.T., I.N., N.U., M.N.), Kanazawa University School of Medicine, Ishikawa, Japan
| | - I Nambu
- Department of Neurosurgery (T.U., K.M., S.T., I.N., N.U., M.N.), Kanazawa University School of Medicine, Ishikawa, Japan
| | - N Uchiyama
- Department of Neurosurgery (T.U., K.M., S.T., I.N., N.U., M.N.), Kanazawa University School of Medicine, Ishikawa, Japan
| | - M Nakada
- Department of Neurosurgery (T.U., K.M., S.T., I.N., N.U., M.N.), Kanazawa University School of Medicine, Ishikawa, Japan
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Meuschke M, Oeltze-Jafra S, Beuing O, Preim B, Lawonn K. Classification of Blood Flow Patterns in Cerebral Aneurysms. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2019; 25:2404-2418. [PMID: 29994310 DOI: 10.1109/tvcg.2018.2834923] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
We present a Cerebral Aneurysm Vortex Classification (CAVOCLA) that allows to classify blood flow in cerebral aneurysms. Medical studies assume a strong relation between the progression and rupture of aneurysms and flow patterns. To understand how flow patterns impact the vessel morphology, they are manually classified according to predefined classes. However, manual classifications are time-consuming and exhibit a high inter-observer variability. In contrast, our approach is more objective and faster than manual methods. The classification of integral lines, representing steady or unsteady blood flow, is based on a mapping of the aneurysm surface to a hemisphere by calculating polar-based coordinates. The lines are clustered and for each cluster a representative is calculated. Then, the polar-based coordinates are transformed to the representative as basis for the classification. Classes are based on the flow complexity. The classification results are presented by a detail-on-demand approach using a visual transition from the representative over an enclosing surface to the associated lines. Based on seven representative datasets, we conduct an informal interview with five domain experts to evaluate the system. They confirmed that CAVOCLA allows for a robust classification of intra-aneurysmal flow patterns. The detail-on-demand visualization enables an efficient exploration and interpretation of flow patterns.
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Azarine A, Garçon P, Stansal A, Canepa N, Angelopoulos G, Silvera S, Sidi D, Marteau V, Zins M. Four-dimensional Flow MRI: Principles and Cardiovascular Applications. Radiographics 2019; 39:632-648. [PMID: 30901284 DOI: 10.1148/rg.2019180091] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
In-plane phase-contrast (PC) imaging is now a routine component of MRI of regional blood flow in the heart and great vessels. In-plane PC MRI provides a volumetric, isotropic, time-resolved cine sequence that enables three-directional velocity encoding, a technique known as four-dimensional (4D) flow MRI. Recent advances in 4D flow MRI have shortened imaging times, while progress in big-data processing has improved dataset pre- and postprocessing, thereby increasing the feasibility of 4D flow MRI in clinical practice. Important technical issues include selection of the optimal velocity-encoding sensitivity before acquisition and preprocessing of the raw data for phase-offset corrections. Four-dimensional flow MRI provides unprecedented capabilities for comprehensive analysis of complex blood flow patterns using new visualization tools such as streamlines and velocity vectors. Retrospective multiplanar navigation enables flexible retrospective flow quantification through any plane across the volume with good accuracy. Current flow parameters include forward flow, reverse flow, regurgitation fraction, and peak velocity. Four-dimensional flow MRI also supplies advanced flow parameters of use for research, such as wall shear stress. The vigorous burgeoning of new applications indicates that 4D flow MRI is becoming an important imaging modality for cardiovascular disorders. This article reviews the main technical issues of 4D flow MRI and the different parameters provided by it and describes the main applications in cardiovascular diseases, including congenital heart disease, cardiac valvular disease, aortic disease, and pulmonary hypertension. Online supplemental material is available for this article. ©RSNA, 2019 See discussion on this article by Ordovas .
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Affiliation(s)
- Arshid Azarine
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Philippe Garçon
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Audrey Stansal
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Nadia Canepa
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Giorgios Angelopoulos
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Stephane Silvera
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Daniel Sidi
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Véronique Marteau
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
| | - Marc Zins
- From the Departments of Medical Imaging (A.A., N.C., G.A., S.S., V.M., M.Z.), Cardiology (P.G.), and Vascular Medicine (A.S.), Saint Joseph Hospital, 185 rue Raymond Losserand, 75014 Paris, France; and Department of Pediatric Cardiology, Necker Enfants Malades Hospital, Paris, France (D.S.)
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Ma X, Yang Y, Liu D, Zhou Y, Jia W. Demographic and morphological characteristics associated with rupture status of anterior communicating artery aneurysms. Neurosurg Rev 2019; 43:589-595. [DOI: 10.1007/s10143-019-01080-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 12/30/2018] [Accepted: 01/21/2019] [Indexed: 10/27/2022]
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17
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Feng X, Qian Z, Liu P, Zhang B, Wang L, Guo E, Wen X, Xu W, Jiang C, Wu Z, Li Y, Liu A. Comparison of Recanalization and In-Stent Stenosis Between the Low-Profile Visualized Intraluminal Support Stent and Enterprise Stent-Assisted Coiling for 254 Intracranial Aneurysms. World Neurosurg 2018; 109:e99-e104. [DOI: 10.1016/j.wneu.2017.09.112] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Revised: 09/16/2017] [Accepted: 09/18/2017] [Indexed: 01/21/2023]
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18
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Zhang H, Li L, Cheng C, Sun X. Clinical value of homodynamic numerical simulation applied in the treatment of cerebral aneurysm. Exp Ther Med 2017; 14:5401-5404. [PMID: 29163674 PMCID: PMC5684832 DOI: 10.3892/etm.2017.5189] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 09/12/2017] [Indexed: 11/06/2022] Open
Abstract
Our objective was to evaluate the clinical value of numerical simulation in diagnosing cerebral aneurysm based on the analysis of numerical simulation of hemodynamic model. The experimental method used was the numerical model of cerebral aneurysm hemodynamic, and the numerical value of blood flow at each point was analyzed. The results showed that, the wall shear stress (WSS) value on the top of CA1 was significantly lower than that of the top (P<0.05), the WSS value of each point on the CA2 tumor was significantly lower than that of tumor neck (P<0.05); the pressure value on the tumor top and tumor neck between CA1 and CA2 had no significant difference (P>0.05); the unsteady index of shear (UIS) value at the points of 20 had distinctly changed, the wave range was 0.6-1.5; the unsteady index of pressure value of every point was significantly lower than UIS value, the wave range was 0.25-0.40. In conclusion, the application of cerebral aneurysm hemodynamic research can help doctors to diagnose cerebral aneurysm more precisely and to grasp the opportunity of treatment during the formulating of the treatment strategies.
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Affiliation(s)
- Hailin Zhang
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
| | - Li Li
- School of Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, Gansu 730030, P.R. China
| | - Chongjie Cheng
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
| | - Xiaochuan Sun
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
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