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Ćetković M, Boljanović J, Bexheti E, Vitošević F, Bogićević D, Milašinović S, Bexheti S, Ćetković D, Dožić A, Milisavljević M. Fenestrations of cerebral arteries and their correlation with brain aneurysms. Front Neuroanat 2025; 19:1523305. [PMID: 40206441 PMCID: PMC11979215 DOI: 10.3389/fnana.2025.1523305] [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: 11/05/2024] [Accepted: 03/03/2025] [Indexed: 04/11/2025] Open
Abstract
Fenestration of the intracranial artery is an anatomical remnant from the embryonic development of the vascular system. A cerebral aneurysm is a focal pathological dilation of the arterial wall. The occurrence of an aneurysm at the site of fenestration is rare in cerebral circulation but may have potential clinical implications. This study aimed to identify the frequencies of fenestrations and aneurysms, their locations, and their relationships. The vasculature of 35 adult brains was used for micromorphological dissection and analysis under a stereoscopic microscope, following an arterial injection with a mixture of formaldehyde, melted gelatin, and the solution of India ink. Additionally, we analyzed another group of vascular casts obtained from 15 brains injected with methyl methacrylate (MMA). A fenestration of the M1 segment of the middle cerebral artery (MCA) was sectioned for histological analysis. We also examined computed tomography (CT) angiograms of 1,230 patients, analyzed the data, and compared the findings with anatomical observations. In our group of 50 anatomical specimens, fenestrations were found in 12 brains (24%), affecting different cerebral arteries, with three cases showing double fenestrations on the same vessel. Aneurysms were observed in six brains (12%), always one per brain, with one case (2.00%) involving an aneurysm associated with the wall of a fenestration. Analysis of CT angiograms from 1,230 patients showed 26 arterial fenestrations (2.11%) in 26 patients, 28 aneurysms (2.28%), and one case (0.08%) where an aneurysm arose from a fenestration. The presence of an aneurysm on a fenestrated cerebral artery is a rare phenomenon, occurring far less frequently than isolated fenestrations or aneurysm formation.
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Affiliation(s)
- Mila Ćetković
- Faculty of Medicine, Institute of Histology and Embryology, University of Belgrade, Belgrade, Serbia
| | - Jelena Boljanović
- Laboratory for Vascular Morphology, Faculty of Medicine, Institute of Anatomy, University of Belgrade, Belgrade, Serbia
| | - Ema Bexheti
- Faculty of Medical Science, Institute of Anatomy, State University of Tetova, Tetova, North Macedonia
| | - Filip Vitošević
- Special Hospital for Cerebrovascular Diseases “Sent Sava,” Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Damljan Bogićević
- Special Hospital for Cerebrovascular Diseases “Sent Sava,” Faculty of Medical Sciences, University of Kragujevac, Kragujevac, Serbia
| | - Sonja Milašinović
- Clinical Centre of Montenegro, Institute for Children’s Disease, Podgorica, Montenegro
| | - Sadi Bexheti
- Faculty of Medical Science, Institute of Anatomy, State University of Tetova, Tetova, North Macedonia
| | - Dejan Ćetković
- Faculty of Dental Medicine, Institute of Anatomy, University of Belgrade, Belgrade, Serbia
| | - Aleksandra Dožić
- Faculty of Dental Medicine, Institute of Anatomy, University of Belgrade, Belgrade, Serbia
| | - Milan Milisavljević
- Laboratory for Vascular Morphology, Faculty of Medicine, Institute of Anatomy, University of Belgrade, Belgrade, Serbia
- Academy of Medical Sciences, Serbian Medical Association, Belgrade, Serbia
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He Q, Xu C, Liu Y, Jin P, Zhai M, Qiao R, Tian Z, Cui B, Yang J. Three-dimensional printing-guided percutaneous transcatheter replacement in coarctation of the aorta: a retrospective study. Front Cardiovasc Med 2024; 11:1429470. [PMID: 39735862 PMCID: PMC11672784 DOI: 10.3389/fcvm.2024.1429470] [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: 05/08/2024] [Accepted: 11/28/2024] [Indexed: 12/31/2024] Open
Abstract
Background To evaluate the feasibility, effectiveness and assistant effect of 3D printed aortic model in the treatment on congenital coarctation of the aorta (CoA) in adolescents and adults. Methods From December 2018 to December 2023, a total of 10 patients with congenital coarctation of aorta underwent percutaneous balloon dilatation covered stent implantation in the department of cardiovascular surgery, Xijing Hospital. There were 6 males and 4 females whose average age was (27.68 ± 13.45) years. One case complicated with ventricular septal defect (VSD). The CT data of aorta were collected before operation, and the aorta was reconstructed by Mimics software and printed with 3D printing technology. The operation simulation was performed before operation to determine the best operation plan. The clinical data during hospitalization and follow-up were analyzed. Results All the patients of CoA were successfully treated with percutaneous balloon dilatation covered stent implantation. The narrowest average diameter of CoA increased from (4.35 ± 2.61) mm before operation to (16.84 ± 1.99) mm immediately after operation (P < 0.05). The mean transconstrictive systolic pressure difference decreased from (81.29 ± 18.72) mmHg before operation to (15.52 ± 7.47) mmHg after operation (P < 0.05). The mean systolic blood pressure of the right upper limb decreased from (182.05 ± 38.99) mmHg preoperatively to (141.95 ± 32.11) mmHg postoperatively (P < 0.05). The mean systolic blood pressure of the lower limb increased from (121.52 ± 27.84) mmHg preoperatively to (131.81 ± 32.39) mmHg postoperatively (P < 0.05). Two patients with PDA and VSD underwent interventional occlusion at the same time without shunt. During the period of hospitalization and follow-up, there were significant cardiovascular complications. Conclusions Percutaneous balloon dilatation covered stent implantation is effective in the treatment of adolescents and adults with CoA in the short and medium term, with fewer complications, and the long-term effect needs furthshdie1er study.
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Affiliation(s)
- Qing He
- Department of Cardiovascular Surgery, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Chennian Xu
- Department of Cardiovascular Surgery, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
- Key Laboratory of Gastrointestinal Pharmacology of Chinese Materia Medica of the State Administration of Traditional Chinese Medicine, Department of Pharmacology, School of Pharmacy, Air Force Medical University, Xi’an, Shaanxi, China
- Department of Cardiovascular Surgery, General Hospital of Northern Theater Command, Shenyang, Liaoning, China
| | - Yang Liu
- Department of Cardiovascular Surgery, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Ping Jin
- Department of Cardiovascular Surgery, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Mengen Zhai
- Department of Cardiovascular Surgery, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Rui Qiao
- Department of 1st Cadre Ward, General Hospital of the Northern Theater Command, Shenyang, Liaoning, China
| | - Zhiyuan Tian
- The 79th Group Military Hospital of the Chinese People’s Liberation Army, Liaoyang, Liaoning, China
| | - Bin Cui
- The 79th Group Military Hospital of the Chinese People’s Liberation Army, Liaoyang, Liaoning, China
| | - Jian Yang
- Department of Cardiovascular Surgery, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
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Park S, Kim BJ, Choi HY, Chang DI, Woo HG, Heo SH. Risk factors of in-stent restenosis after carotid angioplasty and stenting: long-term follow-up study. Front Neurol 2024; 15:1411045. [PMID: 39175764 PMCID: PMC11340531 DOI: 10.3389/fneur.2024.1411045] [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: 04/02/2024] [Accepted: 07/17/2024] [Indexed: 08/24/2024] Open
Abstract
Background After carotid artery angioplasty with stenting (CAS), it is unclear which risk factors are related to long-term outcomes, including in-stent restenosis (ISR). This study aimed to assess the factors associated with restenosis after CAS with a median follow-up of 35.7 months. Materials and methods Patients who underwent CAS from January 2013 to December 2018 were included if they had symptomatic or asymptomatic carotid artery stenosis. The carotid Doppler ultrasonography (CDU) was followed up after the procedure. We defined at least 50% restenosis using the criteria that the internal carotid artery (ICA) peak systolic velocity (PSV) was greater than 224 cm/s or the ICA to common carotid artery PSV ratio was higher than 3.4. The risk factors for ISR were also assessed. Results Of the 189 patients, 122 had symptomatic carotid artery stenosis, and 67 had asymptomatic carotid artery stenosis. Patients were evaluated by CDU for a median of 35.7 months (interquartile range 19.5 to 70.0). Kaplan-Meier analysis showed that the longest time to ISR was 39 months, and ISR-free was better in the asymptomatic CAS group. In all groups, ISR was independently associated with current smoker [adjusted odds ratio (aOR), 3.425; 95% confidence interval (CI), 1.086 to 10.801] and elevated ICA PSV at baseline (aOR, 1.004; 95% CI, 1.001 to 1.007). Conclusion Independent risk factors for ISR in the CAS group included current smoking and elevated ICA PSV at baseline. In the symptomatic CAS group, alcohol was independently associated with the ISR. ISR did not occur after 39 months from the CAS procedure in our study patients. Future studies with extended follow-up are necessary to fully understand the long-term outcomes of CAS.
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Affiliation(s)
- Sangil Park
- Department of Neurology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Uijeongbu, Republic of Korea
- Department of Neurology, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Bum Joon Kim
- Department of Neurology, Asan Medical Center, College of Medicine, University of Ulsan, Seoul, Republic of Korea
| | - Hye-Yeon Choi
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
- Department of Neurology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Dae-Il Chang
- Department of Neurology, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Ho Geol Woo
- Department of Neurology, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Sung Hyuk Heo
- Department of Neurology, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
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Rundfeldt HC, Lee CM, Lee H, Jung KH, Chang H, Kim HJ. Cerebral perfusion simulation using realistically generated synthetic trees for healthy and stroke patients. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 244:107956. [PMID: 38061114 DOI: 10.1016/j.cmpb.2023.107956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 11/17/2023] [Accepted: 11/27/2023] [Indexed: 01/26/2024]
Abstract
BACKGROUND AND OBJECTIVE Cerebral vascular diseases are among the most burdensome diseases faced by society. However, investigating the pathophysiology of diseases as well as developing future treatments still relies heavily on expensive in-vivo and in-vitro studies. The generation of realistic, patient-specific models of the cerebrovascular system capable of simulating hemodynamics and perfusion promises the ability to simulate diseased states, therefore accelerating development cycles using in silico studies and opening opportunities for the individual assessment of diseased states, treatment planning, and the prediction of outcomes. By providing a patient-specific, anatomically detailed and validated model of the human cerebral vascular system, we aim to provide the basis for future in silico investigations of the cerebral physiology and pathology. METHODS In this retrospective study, a processing pipeline for patient-specific quantification of cerebral perfusion was developed and applied to healthy individuals and a stroke patient. Major arteries are segmented from 3T MR angiography data. A synthetic tree generation algorithm titled tissue-growth based optimization (GBO)1 is used to extend vascular trees beyond the imaging resolution. To investigate the anatomical accuracy of the generated trees, morphological parameters are compared against those of 7 T MRI, 9.4 T MRI, and dissection data. Using the generated vessel model, hemodynamics and perfusion are simulated by solving one-dimensional blood flow equations combined with Darcy flow equations. RESULTS Morphological data of three healthy individuals (mean age 47 years ± 15.9 [SD], 2 female) was analyzed. Bifurcation and physiological characteristics of the synthetically generated vessels are comparable to those of dissection data. The inability of MRI based segmentation to resolve small branches and the small volume investigated cause a mismatch in the comparison to MRI data. Cerebral perfusion was estimated for healthy individuals and a stroke patient. The simulated perfusion is compared against Arterial-Spin-Labeling MRI perfusion data. Good qualitative agreement is found between simulated and measured cerebral blood flow (CBF)2. Ischemic regions are predicted well, however ischemia severity is overestimated. CONCLUSIONS GBO successfully generates detailed cerebral vascular models with realistic morphological parameters. Simulations based on the resulting networks predict perfusion territories and ischemic regions successfully.
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Affiliation(s)
- Hans Christian Rundfeldt
- Korea Advanced Institute of Science and Technology, Mechanical Engineering, Republic of Korea; Karlsruhe Institute of Technology, Mechanical Engineering, Germany
| | - Chang Min Lee
- Korea Advanced Institute of Science and Technology, Mechanical Engineering, Republic of Korea
| | - Hanyoung Lee
- Chung-ang University, College of Pharmacy, Republic of Korea
| | - Keun-Hwa Jung
- Seoul National University Hospital, Department of Neurology, Republic of Korea
| | - Hyeyeon Chang
- Konyang University Hospital, Department of Neurology, Republic of Korea
| | - Hyun Jin Kim
- Korea Advanced Institute of Science and Technology, Mechanical Engineering, Republic of Korea.
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McCullough JWS, Coveney PV. High resolution simulation of basilar artery infarct and flow within the circle of Willis. Sci Rep 2023; 13:21665. [PMID: 38066041 PMCID: PMC10709551 DOI: 10.1038/s41598-023-48776-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023] Open
Abstract
On a global scale, cerebro- and cardiovascular diseases have long been one of the leading causes of death and disability and their prevalence appears to be increasing in recent times. Understanding potential biomarkers and risk factors will help to identify individuals potentially at risk of suffering an ischemic stroke. However, the widely variable construction of the cerebral vasculature makes it difficult to provide a specific assessment without the knowledge of a patient's physiology. In this paper we use the 3D blood flow simulator HemeLB to study flow within three common structural variations of the circle of Willis during and in the moments after a blockage of the basilar artery. This tool, based on the lattice Boltzmann method, allows the 3D flow entering the basilar artery to be finely controlled to replicate the cessation of blood feeding this particular vessel-we demonstrate this with several examples including a sudden halt to flow and a gradual loss of flow over three heartbeat cycles. In this work we start with an individualised 3D representation of a full circle of Willis and then construct two further domains by removing the left or right posterior communicating arteries from this geometry. Our results indicate how, and how quickly, the circle of Willis is able to redistribute flow following such a stroke. Due to the choice of infarct, the greatest reduction in flow was observed in the posterior cerebral arteries where flow was reduced by up to 70% in some cases. The high resolution domains used in this study permit the velocity magnitude and wall shear stress to be analysed at key points during and following the stroke. The model we present here indicates how personalised vessels are required to provide the best insight into stroke risk for a given individual.
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Affiliation(s)
- Jon W S McCullough
- Centre for Computational Science, Department of Chemistry, University College London, London, UK
| | - Peter V Coveney
- Centre for Computational Science, Department of Chemistry, University College London, London, UK.
- Centre for Advanced Research Computing, University College London, London, UK.
- Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands.
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Strecker C, Kopczak A, Saam T, Sepp D, Hennemuth A, Mayerhofer E, Poli S, Ziemann U, Poppert H, Schindler A, Harloff A. Carotid geometry is independently associated with complicated carotid artery plaques. Front Cardiovasc Med 2023; 10:1177998. [PMID: 37378412 PMCID: PMC10291134 DOI: 10.3389/fcvm.2023.1177998] [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: 03/02/2023] [Accepted: 05/22/2023] [Indexed: 06/29/2023] Open
Abstract
Introduction Complicated carotid artery plaques (cCAPs) are associated with an increased risk of rupture and subsequent stroke. The geometry of the carotid bifurcation determines the distribution of local hemodynamics and could thus contribute to the development and composition of these plaques. Therefore, we studied the role of carotid bifurcation geometry in the presence of cCAPs. Methods We investigated the association of individual vessel geometry with carotid artery plaque types in the Carotid Plaque Imaging in Acute Stroke (CAPIAS) study. After excluding arteries without plaque or with insufficient MRI quality, 354 carotid arteries from 182 patients were analyzed. Individual parameters of carotid geometry [i.e., internal carotid artery (ICA)/common carotid artery (CCA) ratio, bifurcation angle, and tortuosity) were derived from time-of-flight MR images. The lesion types of carotid artery plaques were determined according to the American Heart Association classification of lesions by multi-contrast 3T-MRI. The association between carotid geometry and a cCAP was studied using logistic regression after adjusting for age, sex, wall area, and cardiovascular risk factors. Results Low ICA/CCA ratios (OR per SD increase 0.60 [95%CI: 0.42-0.85]; p = 0.004) and low bifurcation angles (OR 0.61 [95%CI: 0.42-0.90]; p = 0.012) were significantly associated with the presence of cCAPs after adjusting for age, sex, cardiovascular risk factors, and wall area. Tortuosity had no significant association with cCAPs. Only ICA/CCA ratio remained significant in a model containing all three geometric parameters (OR per SD increase 0.65 [95%CI: 0.45-0.94]; p = 0.023). Conclusions A steep tapering of the ICA relative to the CCA and, to a lesser extent, a low angle of the carotid bifurcation were associated with the presence of cCAPs. Our findings highlight the contribution of bifurcation geometry to plaque vulnerability. Thus, assessment of carotid geometry could be helpful in identifying patients at risk of cCAPs.
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Affiliation(s)
- Christoph Strecker
- Department of Neurology and Neurophysiology, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Anna Kopczak
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | | | - Dominik Sepp
- Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich (TUM), Munich, Germany
| | - Anja Hennemuth
- Institute for Imaging Science and Computational Modelling in Cardiovascular Medicine, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Ernst Mayerhofer
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - Sven Poli
- Department of Neurology and Stroke and Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Ulf Ziemann
- Department of Neurology and Stroke and Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Holger Poppert
- Department of Neurology, Helios Klinikum München West, Munich, Germany
| | - Andreas Schindler
- Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany
| | - Andreas Harloff
- Department of Neurology and Neurophysiology, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Dubs L, Charitatos V, Buoso S, Wegener S, Winklhofer S, Alkadhi H, Kurtcuoglu V. Assessment of extracranial carotid artery disease using digital twins - A pilot study. Neuroimage Clin 2023; 38:103435. [PMID: 37245493 PMCID: PMC10238877 DOI: 10.1016/j.nicl.2023.103435] [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: 01/19/2023] [Revised: 05/05/2023] [Accepted: 05/12/2023] [Indexed: 05/30/2023]
Abstract
To improve risk stratification in extracranial internal carotid artery disease (CAD), patients who would benefit maximally from revascularization must be identified. In cardiology, the fractional flow reserve (FFR) has become a reference standard for evaluating the functional severity of coronary artery stenosis, and noninvasive surrogates thereof relying on computational fluid dynamics (CFD) have been developed. Here, we present a CFD-based workflow using digital twins of patients' carotid bifurcations derived from computed tomography angiography for the noninvasive functional assessment of CAD. We reconstructed patient-specific digital twins of 37 carotid bifurcations. We implemented a CFD model using common carotid artery peak systolic velocity (PSV) acquired with Doppler ultrasound (DUS) as inlet boundary condition and a two-element Windkessel model as oulet boundary condition. The agreement between CFD and DUS on the PSV in the internal carotid artery (ICA) was then compared. The relative error for the agreement between DUS and CFD was 9% ± 20% and the intraclass correlation coefficient was 0.88. Furthermore, hyperemic simulations in a physiological range were feasible and unmasked markedly different pressure drops along two ICA stenoses with similar degree of narrowing under comparable ICA blood flow. Hereby, we lay the foundation for prospective studies on noninvasive CFD-based derivation of metrics similar to the FFR for the assessment of CAD.
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Affiliation(s)
- Linus Dubs
- University of Zurich, Institute of Physiology, The Interface Group, Winterthurerstrasse 190, 8057 Zürich, Switzerland.
| | - Vasileios Charitatos
- University of Zurich, Institute of Physiology, The Interface Group, Winterthurerstrasse 190, 8057 Zürich, Switzerland; University Hospital Zurich, University of Zurich, Institute of Diagnostic and Interventional Radiology, Rämistrasse 100, 8091 Zürich, Switzerland.
| | - Stefano Buoso
- University of Zurich, Institute of Physiology, The Interface Group, Winterthurerstrasse 190, 8057 Zürich, Switzerland; ETH Zurich, Institute for Biomedical Engineering, Gloriastrasse 35, 8092 Zürich, Switzerland.
| | - Susanne Wegener
- University Hospital Zurich, University of Zurich, Clinical Neuroscience Center, Department of Neurology, Frauenklinikstrasse 10, 8091 Zürich, Switzerland.
| | - Sebastian Winklhofer
- University Hospital Zurich, University of Zurich, Clinical Neuroscience Center, Department of Neuroradiology, Frauenklinikstrasse 10, 8091 Zürich, Switzerland.
| | - Hatem Alkadhi
- University Hospital Zurich, University of Zurich, Institute of Diagnostic and Interventional Radiology, Rämistrasse 100, 8091 Zürich, Switzerland.
| | - Vartan Kurtcuoglu
- University of Zurich, Institute of Physiology, The Interface Group, Winterthurerstrasse 190, 8057 Zürich, Switzerland.
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Wang S, Wu D, Li G, Zhang Z, Xiao W, Li R, Qiao A, Jin L, Liu H. Deep learning-based hemodynamic prediction of carotid artery stenosis before and after surgical treatments. Front Physiol 2023; 13:1094743. [PMID: 36703930 PMCID: PMC9872942 DOI: 10.3389/fphys.2022.1094743] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 12/09/2022] [Indexed: 01/11/2023] Open
Abstract
Hemodynamic prediction of carotid artery stenosis (CAS) is of great clinical significance in the diagnosis, prevention, and treatment prognosis of ischemic strokes. While computational fluid dynamics (CFD) is recognized as a useful tool, it shows a crucial issue that the high computational costs are usually required for real-time simulations of complex blood flows. Given the powerful feature-extraction capabilities, the deep learning (DL) methodology has a high potential to implement the mapping of anatomic geometries and CFD-driven flow fields, which enables accomplishing fast and accurate hemodynamic prediction for clinical applications. Based on a brain/neck CT angiography database of 280 subjects, image based three-dimensional CFD models of CAS were constructed through blood vessel extraction, computational domain meshing and setting of the pulsatile flow boundary conditions; a series of CFD simulations were undertaken. A DL strategy was proposed and accomplished in terms of point cloud datasets and a DL network with dual sampling-analysis channels. This enables multimode mapping to construct the image-based geometries of CAS while predicting CFD-based hemodynamics based on training and testing datasets. The CFD simulation was validated with the mass flow rates at two outlets reasonably agreed with the published results. Comprehensive analysis and error evaluation revealed that the DL strategy enables uncovering the association between transient blood flow characteristics and artery cavity geometric information before and after surgical treatments of CAS. Compared with other methods, our DL-based model trained with more clinical data can reduce the computational cost by 7,200 times, while still demonstrating good accuracy (error<12.5%) and flow visualization in predicting the two hemodynamic parameters. In addition, the DL-based predictions were in good agreement with CFD simulations in terms of mean velocity in the stenotic region for both the preoperative and postoperative datasets. This study points to the capability and significance of the DL-based fast and accurate hemodynamic prediction of preoperative and postoperative CAS. For accomplishing real-time monitoring of surgical treatments, further improvements in the prediction accuracy and flexibility may be conducted by utilizing larger datasets with specific real surgical events such as stent intervention, adopting personalized boundary conditions, and optimizing the DL network.
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Affiliation(s)
- Sirui Wang
- Graduate School of Engineering, Chiba University, Chiba, Japan
| | - Dandan Wu
- Graduate School of Engineering, Chiba University, Chiba, Japan
| | - Gaoyang Li
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Zhiyuan Zhang
- Department of Interventional Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Weizhong Xiao
- Department of Interventional Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Ruichen Li
- Graduate School of Engineering, Chiba University, Chiba, Japan
| | - Aike Qiao
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Long Jin
- Department of Interventional Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China,*Correspondence: Hao Liu, ; Long Jin,
| | - Hao Liu
- Graduate School of Engineering, Chiba University, Chiba, Japan,*Correspondence: Hao Liu, ; Long Jin,
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He F, Wang X, Hua L, Guo T. Numerical investigation of arterial stenosis location affecting hemodynamics considering microcirculation function. Technol Health Care 2023; 31:435-445. [PMID: 36120796 DOI: 10.3233/thc-213165] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND In recent years, arterial stenosis has become one of the serious diseases threatening people's life and health. OBJECTIVE The main purpose of the present study is to examine the changes of hemodynamic parameters in different stenosis locations of arteries. METHODS An arterial stenosis model with fluid-structure interaction and microcirculation as the outlet boundary of seepage is adopted in this paper. Considering the interaction between blood and arterial wall, a numerical simulation is carried out using the finite element method. RESULTS The results show that hemodynamic parameters are sensitive to the change of stenosis location. The closer to the microcirculation zone the stenosis location, the lower the blood flow velocity, pressure and the wall shear stress. In addition, the velocity trend is transformed from the gradual increase to decrease with the increasing distance away from the inlet when the stenosis location moves to the microcirculation zone. CONCLUSION This work proves that the stenosis location has a great influence on hemodynamics based on microcirculation function. Microcirculation is an important factor that cannot be ignored in the numerical simulation of arterial hemodynamics. The numerical results could provide the potential of clinical preconditions for disease diagnosis and treatment.
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Affiliation(s)
- Fan He
- School of Science, Beijing University of Civil Engineering and Architecture, Beijing, China
| | - Xinyu Wang
- School of Science, Beijing University of Civil Engineering and Architecture, Beijing, China
| | - Lu Hua
- Thrombosis Center, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tingting Guo
- Thrombosis Center, National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Patient-Specific Image-Based Computational Fluid Dynamics Analysis of Abdominal Aorta and Branches. J Pers Med 2022; 12:jpm12091502. [PMID: 36143287 PMCID: PMC9503755 DOI: 10.3390/jpm12091502] [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: 08/13/2022] [Revised: 09/09/2022] [Accepted: 09/09/2022] [Indexed: 11/17/2022] Open
Abstract
The complicated abdominal aorta and its branches are a portion of the circulatory system prone to developing atherosclerotic plaque and aneurysms. These disorders are closely connected to the changing blood flow environment that the area’s complicated architecture produces (between celiac artery and iliac artery bifurcation); this phenomenon is widespread at arterial bifurcations. Based on computed tomography angiography (CTA) scans, this current work offers a numerical analysis of a patient-specific reconstruction of the abdominal aorta and its branches to identify and emphasize the most likely areas to develop atherosclerosis. The simulations were run following the heart cycle and under physiological settings. The wall shear stress (WSS), velocity field, and streamlines were examined. According to the findings, complex flow is primarily present at the location of arterial bifurcations, where abnormal flow patterns create recirculation zones with low and fluctuating WSS (<0.5 Pa), which are known to affect endothelial homeostasis and cause adverse vessel remodeling. The study provides a patient-specific hemodynamic analysis model, which couples in vivo CT imaging with in silico simulation under physiological circumstances. The study offers quantitative data on the range fluctuations of important hemodynamic parameters, such as WSS and recirculation region expansion, which are directly linked to the onset and progression of atherosclerosis. The findings could also help drug targeting at this vascular level by understanding blood flow patterns in the abdominal aorta and its branches.
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Jodko D, Jeckowski M, Tyfa Z. Fluid structure interaction versus rigid-wall approach in the study of the symptomatic stenosed carotid artery: Importance of wall compliance and resilience of loose connective tissue. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2022; 38:e3630. [PMID: 35593678 PMCID: PMC9542585 DOI: 10.1002/cnm.3630] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 04/11/2022] [Accepted: 05/14/2022] [Indexed: 06/15/2023]
Abstract
The purpose of this paper is to demonstrate the importance of a compliant wall approach in modeling of non-Newtonian and non-physiological blood flows. A case study of a stenosed and symptomatic carotid bifurcation was considered to show the influence of the wall-resilience assumption on the flow parameters obtained with numerical simulations. Patient-specific data concerning the geometry and flow conditions were collected and used to carry out two-way coupled fluid structure interaction simulations of the pulsatile blood flow through carotid artery. The wall compliance was considered separately as related to the wall-elasticity and as associated with the reaction of the loose connective tissue surrounding the carotid bifurcation. The obtained hemodynamic parameters were compared to those which were found in rigid-wall simulations. The difference between the results obtained for rigid-wall and compliant-wall approaches for the peak-systolic area-averaged wall shear stress achieved 35%, whereas the difference between the time-averaged local vorticity and shear strain reached, respectively, 42% and 43%. The influence of the highly resilient wall on the monitored hemodynamic parameters was significant even if time-averaged values are compared, which suggests that these metrics are considerably overestimated if the wall compliance is not considered. Moreover, the findings show that the mechanical response of the loose connective tissue cannot be neglected in blood flow simulations. Additionally, this study indicates that stiffening of the arterial wall due to atherosclerosis significantly rises hemodynamic parameters. This explains the therapeutic benefits of surgical removal of plaque lesions formed in the carotid bifurcation (endarterectomy).
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Affiliation(s)
- Daniel Jodko
- Institute of TurbomachineryLodz University of TechnologyLodzPoland
| | - Mateusz Jeckowski
- Department of Experimental SurgeryMedical University of LodzLodzPoland
| | - Zbigniew Tyfa
- Institute of TurbomachineryLodz University of TechnologyLodzPoland
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12
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Li D, Zeng X, Wang J, Yuan D, Zheng T. Effects of different bypass surgeries on LSA revascularization in patients with left subclavian occlusion. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2022; 38:e3636. [PMID: 35778375 DOI: 10.1002/cnm.3636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/01/2022] [Accepted: 06/26/2022] [Indexed: 02/05/2023]
Abstract
INTRO Left subclavian artery bypass surgery is mainly carried out for patients with severe left subclavian occlusion. This paper aimed to evaluate the hemodynamic effects of different surgical bypass modes on left subclavian artery revascularization. METHODS Three-dimensional models of the aorta were reconstructed from CTA images of a patient with left subclavian artery occlusion, a patient with type B aortic dissection with left subclavian artery coverage during thoracic endovascular aortic repair, and a healthy 74 year-old man, resulting in six modes for each person: healthy left subclavian artery mode, left subclavian artery occlusion mode and four bypass modes. Hemodynamic parameters, including flow field, flow distribution, pressure gradient, and wall shear stress, were calculated using computational fluid dynamics. RESULTS After left subclavian artery bypass surgery, distal left subclavian artery blood flow resulting from left common carotid artery to distal left subclavian artery bypass was 100% of that in the healthy mode, while the other modes yielded flows at least 91%. Moreover, reversed flow only completely disappeared with left common carotid artery to distal left subclavian artery bypass, whereas reverse flow was observed in the other three modes in early systole. CONCLUSION Left common carotid artery to distal left subclavian artery bypass can effectively reduce reverse blood flow in the left vertebral artery, and it is a feasible, effective, and safe option for left subclavian artery revascularization in patients with left subclavian occlusion.
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Affiliation(s)
- Da Li
- Department of Applied Mechanics, Sichuan University, Chengdu, China.,Yibin Institute of Industrial Technology, Sichuan University Yibin Park, Yibin, China
| | - Xiangguo Zeng
- Department of Applied Mechanics, Sichuan University, Chengdu, China
| | - Jiarong Wang
- Department vascular surgery of West China Hospital, Sichuan University, Chengdu, China
| | - Ding Yuan
- Department vascular surgery of West China Hospital, Sichuan University, Chengdu, China
| | - Tinghui Zheng
- Department of Applied Mechanics, Sichuan University, Chengdu, China.,Yibin Institute of Industrial Technology, Sichuan University Yibin Park, Yibin, China
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Nalla SK, Uppapalli S. Effects of Gas Embolism On Pulsatile Flow Characteristics within a Human Carotid Artery. J Biomech Eng 2022; 144:1141308. [DOI: 10.1115/1.4054679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Indexed: 11/08/2022]
Abstract
Abstract
Gas embolisms can hinder and disturb standard blood flow patterns and lead to occlusions and ischemia. Atherosclerosis in carotid arteries depends mostly on hemodynamic parameters. To understand how gas embolism affects carotid artery hemodynamics, numerical simulation of coupled Newtonian two-phase laminar flow with interface tracking are performed in an anatomical image-based geometry with flow conditions closely approximating physiological flows. Bubble behavior and Pulsatile flow field changes are quantified. Significant deviation from flow without gas embolism is observed leading to non-standard flow distributions. Results show that gas embolism promotes complex spatio-temporal variations in the carotid artery hemodynamics leading to higher time averaged shear stress values and greater regions of high oscillatory shear index.
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Affiliation(s)
- Sai Kiran Nalla
- Department of Mechanical Engineering, École Centrale School of Engineering, Mahindra University , Survey No: 62/1A, Bahadurpally, Jeedimetla, Hyderabad, TS - 500043, India
| | - Sebastian Uppapalli
- Department of Mechanical Engineering, École Centrale School of Engineering, Mahindra University , Survey No: 62/1A, Bahadurpally, Jeedimetla, Hyderabad, TS - 500043, India
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Haase K, Piatti F, Marcano M, Shin Y, Visone R, Redaelli A, Rasponi M, Kamm RD. Physiologic flow-conditioning limits vascular dysfunction in engineered human capillaries. Biomaterials 2021; 280:121248. [PMID: 34794827 DOI: 10.1016/j.biomaterials.2021.121248] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 11/05/2021] [Accepted: 11/08/2021] [Indexed: 02/02/2023]
Abstract
Hemodynamics play a central role in the health and disease of the coronary and peripheral vascular systems. Vessel-lining endothelial cells are known mechanosensors, responding to disturbances in flow - with mechanosensitivity hypothesized to change in response to metabolic demands. The health of our smallest microvessels have been lauded as a prognostic marker for cardiovascular health. Yet, despite numerous animal models, studying these small vessels has proved difficult. Microfluidic technologies have allowed a number of 3D vascular models to be developed and used to investigate human vessels. Here, two such systems are employed for examining 1) interstitial flow effects on neo-vessel formation, and 2) the effects of flow-conditioning on vascular remodeling following sustained static culture. Interstitial flow is shown to enhance early vessel formation via significant remodeling of vessels and interconnected tight junctions of the endothelium. In formed vessels, continuous flow maintains a stable vascular diameter and causes significant remodeling, contrasting the continued anti-angiogenic decline of statically cultured vessels. This study is the first to couple complex 3D computational flow distributions and microvessel remodeling from microvessels grown on-chip (exposed to flow or no-flow conditions). Flow-conditioned vessels (WSS < 1Pa for 30 μm vessels) increase endothelial barrier function, result in significant changes in gene expression and reduce reactive oxygen species and anti-angiogenic cytokines. Taken together, these results demonstrate microvessel mechanosensitivity to flow-conditioning, which limits deleterious vessel regression in vitro, and could have implications for future modeling of reperfusion/no-flow conditions.
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Affiliation(s)
- Kristina Haase
- Dept. of Mechanical Engineering, MIT, Cambridge, MA, USA
| | - Filippo Piatti
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | | | - Yoojin Shin
- Dept. of Mechanical Engineering, MIT, Cambridge, MA, USA
| | - Roberta Visone
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Alberto Redaelli
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Marco Rasponi
- Dept. of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Roger D Kamm
- Dept. of Mechanical Engineering, MIT, Cambridge, MA, USA; Dept. of Biological Engineering, MIT, Cambridge, MA, USA.
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Computational Fluid Dynamic Technique for Assessment of How Changing Character of Blood Flow and Different Value of Hct Influence Blood Hemodynamic in Dissected Aorta. Diagnostics (Basel) 2021; 11:diagnostics11101866. [PMID: 34679564 PMCID: PMC8534802 DOI: 10.3390/diagnostics11101866] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 10/02/2021] [Accepted: 10/04/2021] [Indexed: 11/17/2022] Open
Abstract
Using computer tomography angiography (CTA) and computational structural analysis, we present a non-invasive method of mass flow rate/velocity and wall stress analysis in type B aortic dissection. Three-dimensional (3D) computer models of the aorta were calculated using pre-operative (baseline) and post-operative CT data from 12 male patients (aged from 51 to 64 years) who were treated for acute type B dissection. A computational fluid dynamics (CFD) technique was used to quantify the displacement forces acting on the aortic wall in the areas of endografts placement. The mass flow rate and wall stress were measured and quantified using the CFD technique. The CFD model indicated the places with a lower value of blood velocity and shear rate, which corelated with higher blood viscosity and a probability of thrombus appearance. Moreover, with the increase in Hct, blood viscosity also increased, while the intensity of blood flow provoked changing viscosity values in these areas. Furthermore, the velocity gradient near the tear surface caused high wall WSS; this could lead to a decreased resistance in the aorta’s wall with further implications to a patient.
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Bouhrira N, DeOre BJ, Galie PA. Implementation and characterization of a physiologically relevant flow waveform in a 3D microfluidic model of the blood-brain barrier. Biotechnol Bioeng 2021; 118:2411-2421. [PMID: 33615435 DOI: 10.1002/bit.27719] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 02/03/2021] [Accepted: 02/14/2021] [Indexed: 01/16/2023]
Abstract
Previous in vitro studies interrogating the endothelial response to physiologically relevant flow regimes require specialized pumps to deliver time-dependent waveforms that imitate in vivo blood flow. The aim of this study is to create a low-cost and broadly adaptable approach to mimic physiological flow, and then use this system to characterize the effect of flow separation on velocity and shear stress profiles in a three-dimensional (3D) topology. The flow apparatus incorporates a programmable linear actuator that superposes oscillations on a constant mean flow driven by a peristaltic pump to emulate flow in the carotid artery. The flow is perfused through a 3D in vitro model of the blood-brain barrier designed to induce separated flow. Experimental flow patterns measured by microparticle image velocimetry and modeled by computational fluid dynamics reveal periodic changes in the instantaneous shear stress along the channel wall. Moreover, the time-dependent flow causes periodic flow separation zones, resulting in variable reattachment points during the cycle. The effects of these complex flow regimes are assessed by evaluating the integrity of the in vitro blood-brain barrier model. Permeability assays and immunostaining for proteins associated with tight junctions reveal barrier breakdown in the region of disturbed flow. In conclusion, the flow system described here creates complex, physiologically relevant flow profiles that provide deeper insight into the fluid dynamics of separated flow and pave the way for future studies interrogating the cellular response to complex flow regimes.
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Affiliation(s)
- Nesrine Bouhrira
- Department of Biomedical Engineering, Rowan University, Glassboro, New Jersey, USA
| | - Brandon J DeOre
- Department of Biomedical Engineering, Rowan University, Glassboro, New Jersey, USA
| | - Peter A Galie
- Department of Biomedical Engineering, Rowan University, Glassboro, New Jersey, USA
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Leszczyński J, Kaszczewski P, Elwertowski M, Stępkowski K, Maciąg R, Elwertowska A, Gałązka Z. Volumetric Flow Changes in Extracranial Arteries in a Symptomatic Patient with Significant Bilateral Carotid Artery Stenosis: A Case Study and Literature Review. AMERICAN JOURNAL OF CASE REPORTS 2020; 21:e927202. [PMID: 33004784 PMCID: PMC7540908 DOI: 10.12659/ajcr.927202] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Patient: Male, 41-year-old Final Diagnosis: Internal carotid artery stenosis Symptoms: Transcient ischemic attacks Medication: — Clinical Procedure: Carotid artery stenting • endarterectomy Specialty: Surgery
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Affiliation(s)
- Jerzy Leszczyński
- Department of General, Endocrine and Vascular Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Piotr Kaszczewski
- Department of General, Endocrine and Vascular Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Michał Elwertowski
- Department of General, Endocrine and Vascular Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Kamil Stępkowski
- Department of General, Endocrine and Vascular Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Rafał Maciąg
- II Division of Radiology, Medical University of Warsaw, Warsaw, Poland
| | - Aleksandra Elwertowska
- Department of General, Endocrine and Vascular Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Zbigniew Gałązka
- Department of General, Endocrine and Vascular Surgery, Medical University of Warsaw, Warsaw, Poland
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Spatial Configuration of Abdominal Aortic Aneurysm Analysis as a Useful Tool for the Estimation of Stent-Graft Migration. Diagnostics (Basel) 2020; 10:diagnostics10100737. [PMID: 32977588 PMCID: PMC7598279 DOI: 10.3390/diagnostics10100737] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 09/11/2020] [Accepted: 09/21/2020] [Indexed: 11/17/2022] Open
Abstract
The aim of this study was to prepare a self-made mathematical algorithm for the estimation of risk of stent-graft migration with the use of data on abdominal aortic aneurysm (AAA) size and geometry of blood flow through aneurysm sac before or after stent-graft implantation. AngioCT data from 20 patients aged 50–60 years, before and after stent-graft placement in the AAA was analyzed. In order to estimate the risk of stent-graft migration for each patient we prepared an opposite spatial configuration of virtually reconstructed stent-graft with long body or short body. Thus, three groups of 3D geometries were analyzed: 20 geometries representing 3D models of aneurysm, 20 geometries representing 3D models of long body stent-grafts, and 20 geometries representing 3D models of short body stent-graft. The proposed self-made algorithm demonstrated its efficiency and usefulness in estimating wall shear stress (WSS) values. Comparison of the long or short type of stent-graft with AAA geometries allowed to analyze the implants’ spatial configuration. Our study indicated that short stent-graft, after placement in the AAA sac, generated lower drug forces compare to the long stent-graft. Each time shape factor was higher for short stent-graft compare to long stent-graft.
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19
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Liu Y, Liu G, Yang D, Xu B. Application of Linear Gradient Magnetic Field in Arterial Profile Scanning Imaging. SENSORS 2020; 20:s20164547. [PMID: 32823785 PMCID: PMC7472423 DOI: 10.3390/s20164547] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 08/07/2020] [Accepted: 08/11/2020] [Indexed: 11/16/2022]
Abstract
Background and Objectives: Cardiovascular and cerebrovascular diseases caused by arterial stenosis and sclerosis are the main causes of human death. Although there are mature diagnostic techniques in clinical practice, they are not suitable for early disease prediction and monitoring due to their high cost and complex operation. The purpose of this paper is to study the coupling effect of arterial blood flow and linear gradient magnetic field, and to propose a method for the reconstruction of the arterial profile, which will lay a theoretical foundation for new electromagnetic artery scanning imaging technology. Methods and Models: A combination coil composed of gradient coils and drive coils is applied as a magnetic field excitation source. By controlling the excitation current, a linearly gradient magnetic field with a line-shaped zero magnetic field is generated, and the zero magnetic field is driven to scan in a specific direction. According to the magnetoelectric effect of blood flow, under the action of the external magnetic field, the voltage signals on the body surface can be detected by measuring electrodes. The location of the artery center line can be determined by the time–space relationship between voltage signals and zero magnetic field scanning. In addition, based on the reciprocity theorem integral equation, a numerical model between the amplitude of the voltage signal and the arterial radius is derived to reconstruct the arterial radius. The above physical process was simulated in the finite element analysis software COMSOL, and the voltage signals obtained from the simulation verified the arterial profile reconstruction. Results: Through finite element simulation verification, the imaging method based on a linear gradient magnetic field has a numerical accuracy of 90% and a spatial resolution of 1 mm. Moreover, under 100 Hz low-frequency alternating current excitation, the single scanning time is 0.005 s, which is far shorter than the arterial blood flow change cycle, meeting the requirements of real-time imaging. The results demonstrate the effectiveness and high theoretical feasibility of the proposed method in real-time arterial imaging. Conclusions: This study indicates the potential application of linear gradient magnetic fields in arterial profile imaging. Compared with traditional electromagnetic imaging methods, the proposed method has the advantages of fast imaging speed and high resolution, showing the certain application value in early real-time imaging of arterial disease. However, further studies are necessary to confirm its effectiveness in clinical practice by more medical data and real cases.
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Affiliation(s)
- Yanjun Liu
- College of Information Science and Engineering, Northeastern University, Shenyang 110819, China;
- Institute of Electrical Engineering Chinese Academy of Sciences, Beijing 100190, China
| | - Guoqiang Liu
- Institute of Electrical Engineering Chinese Academy of Sciences, Beijing 100190, China
- School of Electronics, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100190, China
- Correspondence: (G.L.); (D.Y.)
| | - Dan Yang
- College of Information Science and Engineering, Northeastern University, Shenyang 110819, China;
- Key Laboratory of Data Analytics and Optimization for Smart Industry MOE, Northeastern University, Shenyang 110819, China
- Liaoning Province Key Laboratory of Infrared Optoelectric Materials and Micro-Nano Devices, Northeastern University, Shenyang 110819, China
- Correspondence: (G.L.); (D.Y.)
| | - Bin Xu
- College of Computer Science and Engineering, Northeastern University, Shenyang 110819, China;
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20
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Shape and Enhancement Analysis as a Useful Tool for the Presentation of Blood Hemodynamic Properties in the Area of Aortic Dissection. J Clin Med 2020; 9:jcm9051330. [PMID: 32370301 PMCID: PMC7290319 DOI: 10.3390/jcm9051330] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 04/19/2020] [Accepted: 04/28/2020] [Indexed: 11/17/2022] Open
Abstract
The aim of this study was to create a mathematical approach for blood hemodynamic description with the use of brightness analysis. Medical data was collected from three male patients aged from 45 to 65 years with acute type IIIb aortic dissection that started proximal to the left subclavian artery and involved the renal arteries. For the recognition of wall dissection areas Digital Imaging and Communications in Medicine (DICOM) data were applied. The distance from descending aorta to the diaphragm was analyzed. Each time Feret (DF) and Hydraulic (DHy) diameter were calculated. Moreover, an average brightness (BAV) was analyzed. Finally, to describe blood hemodynamic in the area of aortic wall dissection, mathematical function combining difference in brightness value and diameter for each computed tomography (CT) scan was calculated. The results indicated that DF described common duct more accurately compare to DHy. While, DHy described more accurately true and false ducts. Each time when connection of true and false duct appeared, true duct had lower brightness compare to common duct and false duct. Moreover, false duct characterized with higher brightness compare to common duct. In summary, the proposed algorithm mimics changes in brightness value for patients with acute type IIIb aortic dissection.
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Hsu CW, Ng KJ, Lu MC, Koo M. Predicting the Risk of Ischemic Stroke among Patients with Rheumatoid Arthritis Using a Simplified RA-CHADSV Score Based on the CHA 2DS 2-VASc Score. ACTA ACUST UNITED AC 2020; 56:medicina56020073. [PMID: 32059458 PMCID: PMC7073594 DOI: 10.3390/medicina56020073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 02/04/2020] [Accepted: 02/06/2020] [Indexed: 11/16/2022]
Abstract
Background and Objectives: The aim of this retrospective cohort study was to develop a new score (RA-CHADSV) (rheumatoid arthritis - congestive heart failure, hypertension, age ≥75 years, diabetes mellitus, stroke/transient ischemic attack/thromboembolism, and vascular disease), modified from the CHA2DS2-VASc score (congestive heart failure, hypertension, age ≥75 years (doubled), diabetes mellitus, stroke/transient ischemic attack (doubled), vascular disease, age 65–74 years, and female), in predicting the risk of ischemic stroke in rheumatoid arthritis (RA) patients without atrial fibrillation (AF). Materials and Methods: Using the Taiwan’s National Health Insurance Research Database, 592 patients with RA diagnosed between 2000 and 2002 were identified and followed until first occurrence of ischemic stroke or the last available date in the database. Incidence rate ratios (IRR) of ischemic stroke for the CHA2DS2-VASc score were calculated using Poisson regression models. A new prediction score RA-CHADSV was developed using multiple logistic regression analysis with bootstrap validation. Results: The area under the receiver operating characteristic curve of the newly developed RA-CHADSV score and the CHA2DS2-VASc score were 0.73 (95% confidence interval (CI) 0.64–0.82) and 0.70 (95% CI 0.61–0.79), respectively. The RA-CHADSV score was significantly associated with a higher ischemic stroke incidence in the patients who scored ≥1 (adjusted IRR 7.39, p < 0.001). Conclusions: A simplified RA-CHADSV score, with comparable efficiency as the CHA2DS2-VASc score, but easier to use clinically was developed for predicting the risk of ischemic stroke among non-AF RA patients.
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Affiliation(s)
- Chia-Wen Hsu
- Department of Medical Research, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Dalin, 62247 Chiayi, Taiwan;
- School of Nursing, College of Medicine, Chang Gung University, 33302 Taoyuan City, Taiwan
| | - Khai-Jing Ng
- Division of Allergy, Immunology and Rheumatology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Dalin, 62247 Chiayi, Taiwan; (K.-J.N.); (M.-C.L.)
| | - Ming-Chi Lu
- Division of Allergy, Immunology and Rheumatology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Dalin, 62247 Chiayi, Taiwan; (K.-J.N.); (M.-C.L.)
- School of Medicine, Tzu Chi University, Hualien City, 97004 Hualien, Taiwan
| | - Malcolm Koo
- Graduate Institute of Long-term Care, Tzu Chi University of Science and Technology, Hualien City, 97005 Hualien, Taiwan
- Dalla Lana School of Public Health, University of Toronto, Toronto, M5T 3M7 ON, Canada
- Correspondence:
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Mendieta JB, Fontanarosa D, Wang J, Paritala PK, McGahan T, Lloyd T, Li Z. The importance of blood rheology in patient-specific computational fluid dynamics simulation of stenotic carotid arteries. Biomech Model Mechanobiol 2020; 19:1477-1490. [DOI: 10.1007/s10237-019-01282-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 12/17/2019] [Indexed: 12/15/2022]
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Polanczyk A, Podgorski M, Polanczyk M, Piechota-Polanczyk A, Stefanczyk L, Strzelecki M. A novel vision-based system for quantitative analysis of abdominal aortic aneurysm deformation. Biomed Eng Online 2019; 18:56. [PMID: 31088563 PMCID: PMC6518716 DOI: 10.1186/s12938-019-0681-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 05/06/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In clinical diagnostics, combination of different imaging techniques is applied to assess spatial configuration of the abdominal aortic aneurysm (AAA) and deformation of its wall. As deformation of aneurysm wall is crucial parameter in assessing wall rupture, we aimed to develop and validate a Non-Invasive Vision-Based System (NIVBS) for the analysis of 3D elastic artificial abdominal aortic models. 3D-printed elastic AAA models from four patients were applied for the reconstruction of real hemodynamic. During experiments, the inlet boundary conditions included the injection volume and frequency of pulsation averaged from electrocardiography traces. NIVBS system was equipped with nine cameras placed at a constant distance to record wall movement from 360o angle and a dedicated set of artificial lights providing coherent illumination. Additionally, self-prepared algorithms for image acquisition, processing, segmentation, and contour detection were used to analyze wall deformation. Finally, the shape deformation factor was applied to evaluate aorta's deformation. Experimental results were confronted with medical data from AngioCT and 2D speckle-tracking echocardiography (2DSTE). RESULTS Image square analyses indicated that the optimal distance between the camera's lens and the investigated object was in the range of 0.30-0.35 m. There was approximately 1.44% difference observed in aneurysm diameters between NIVBS (86.57 ± 5.86 mm) and AngioCT (87.82 ± 6.04 mm) (p = 0.7764). The accuracy of developed algorithm for the reconstruction of the AAA deformation was equal to 98.56%. Bland-Altman analysis showed that the difference between clinical data (2DSTE) and predicted wall deformation (NIVBS) for all patients was 0.00 mm (confidence interval equal to 0.12 mm) for aneurysm size, 0.01 mm (confidence interval equal to 0.13 mm) and 0.00 mm (confidence interval equal to 0.09 mm) for the anterior and posterior side, as well as 0.01 mm (confidence interval equal to 0.18 mm) and 0.01 mm (confidence interval equal to 0.11 mm) for the left and right side. The optimal range of camera's lens did not affect acquired values. CONCLUSIONS The NIVBS with proposed algorithm that reconstructs the pressure from surrounding organs is appropriate to analyze the AAAs in water environment. Moreover, NIVBS allowed detailed quantitative analysis of aneurysm sac wall deformation.
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Affiliation(s)
- Andrzej Polanczyk
- Faculty of Process and Environmental Engineering, Department of Heat and Mass Transfer, Lodz University of Technology, Łódź, Poland.
| | - Michal Podgorski
- Department of Radiology and Diagnostic Imaging, Medical University of Lodz, Łódź, Poland
| | - Maciej Polanczyk
- Faculty of Process and Environmental Engineering, Department of Heat and Mass Transfer, Lodz University of Technology, Łódź, Poland
| | | | - Ludomir Stefanczyk
- Department of Radiology and Diagnostic Imaging, Medical University of Lodz, Łódź, Poland
| | - Michal Strzelecki
- Institute of Electronics, Lodz University of Technology, Łódź, Poland
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Hwaung P, Heo M, Bourgeois B, Kennedy S, Shepherd J, Heymsfield SB. Greater Height Is Associated with a Larger Carotid Lumen Diameter. MEDICINES 2019; 6:medicines6020057. [PMID: 31091706 PMCID: PMC6631842 DOI: 10.3390/medicines6020057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 05/09/2019] [Accepted: 05/13/2019] [Indexed: 11/16/2022]
Abstract
Background: Previous studies link tall stature with a reduced ischemic stroke risk. One theory posits that tall people have larger cerebral artery lumens and therefore have a lower plaque occlusion risk than those who are short. Previous studies have not critically evaluated the associations between height and cerebral artery structure independent of confounding factors. Methods: The hypothesis linking stature with cerebral artery lumen size was tested in 231 adults by measuring the associations between height and common carotid artery diameter (CCAD) and intima-media thickness (IMT) after controlling for recognized vascular influencing factors (e.g., adiposity, blood pressure, plasma lipids, etc.). Results: Height remained a significant CCAD predictor across all developed multiple regression models. These models predict a ~0.03 mm increase in CCAD for each 1-cm increase in height in this sample. This magnitude of CCAD increase with height represents over a 60% enlargement of the artery's lumen area across adults varying in stature from short (150 cm) to tall (200 cm). By contrast, IMT was non-significantly correlated with height across all developed regression models. Conclusions: People who are tall have a larger absolute CCAD than people who are short, while IMT is independent of stature. These observations potentially add to the growing cardiovascular literature aimed at explaining the lower risk of ischemic strokes in tall people.
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Affiliation(s)
- Phoenix Hwaung
- Pennington Biomedical Research Center, LSU System, Baton Rouge, LA 70808, USA.
| | - Moonseong Heo
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA.
| | - Brianna Bourgeois
- Pennington Biomedical Research Center, LSU System, Baton Rouge, LA 70808, USA.
| | - Samantha Kennedy
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA.
| | - John Shepherd
- University of Hawaii Cancer Center, Honolulu, HI 96813, USA.
| | - Steven B Heymsfield
- Pennington Biomedical Research Center, LSU System, Baton Rouge, LA 70808, USA.
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Computational Fluid Dynamic Accuracy in Mimicking Changes in Blood Hemodynamics in Patients with Acute Type IIIb Aortic Dissection Treated with TEVAR. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8081309] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: We aimed to verify the accuracy of the Computational Fluid Dynamics (CFD) algorithm for blood flow reconstruction for type IIIb aortic dissection (TBAD) before and after thoracic endovascular aortic repair (TEVAR). Methods: We made 3D models of the aorta and its branches using pre- and post-operative CT data from five patients treated for TBAD. The CFD technique was used to quantify the displacement forces acting on the aortic wall in the areas of endograft, mass flow rate/velocity and wall shear stress (WSS). Calculated results were verified with ultrasonography (USG-Doppler) data. Results: CFD results indicated that the TEVAR procedure caused a 7-fold improvement in overall blood flow through the aorta (p = 0.0001), which is in line with USG-Doppler data. A comparison of CFD results and USG-Doppler data indicated no significant change in blood flow through the analysed arteries. CFD also showed a significant increase in flow rate for thoracic trunk and renal arteries, which was in accordance with USG-Doppler data (accuracy 90% and 99.9%). Moreover, we observed a significant decrease in WSS values within the whole aorta after TEVAR compared to pre-TEVAR (1.34 ± 0.20 Pa vs. 3.80 ± 0.59 Pa, respectively, p = 0.0001). This decrease was shown by a significant reduction in WSS and WSS contours in the thoracic aorta (from 3.10 ± 0.27 Pa to 1.34 ± 0.11Pa, p = 0.043) and renal arteries (from 4.40 ± 0.25 Pa to 1.50 ± 0.22 Pa p = 0.043). Conclusions: Post-operative remodelling of the aorta after TEVAR for TBAD improved hemodynamic patterns reflected by flow, velocity and WSS with an accuracy of 99%.
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