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Sun B, Wang L, Li X, Zhang J, Zhang J, Tian J, Mossa-Basha M, Xu J, Zhou Y, Zhao H, Zhu C. Delayed Enhancement of Intracranial Atherosclerotic Plaque Can Better Differentiate Culprit Lesions: A Multiphase Contrast-Enhanced Vessel Wall MRI Study. AJNR Am J Neuroradiol 2024; 45:262-270. [PMID: 38388686 DOI: 10.3174/ajnr.a8132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 12/05/2023] [Indexed: 02/24/2024]
Abstract
BACKGROUND AND PURPOSE Intracranial plaque enhancement (IPE) identified by contrast-enhanced vessel wall MR imaging (VW-MR imaging) is an emerging marker of plaque instability related to stroke risk, but there was no standardized timing for postcontrast acquisition. We aim to explore the optimal postcontrast timing by using multiphase contrast-enhanced VW-MR imaging and to test its performance in differentiating culprit and nonculprit lesions. MATERIALS AND METHODS Patients with acute ischemic stroke due to intracranial plaque were prospectively recruited to undergo VW-MR imaging with 1 precontrast phase and 4 consecutive postcontrast phases (9 minutes and 13 seconds for each phase). The signal intensity (SI) values of the CSF and intracranial plaque were measured on 1 precontrast and 4 postcontrast phases to determine the intracranial plaque enhancement index (PEI). The dynamic changes of the PEI were compared between culprit and nonculprit plaques on the postcontrast acquisitions. RESULTS Thirty patients with acute stroke (aged 59 ± 10 years, 18 [60%] men) with 113 intracranial plaques were included. The average PEI of all intracranial plaques significantly increased (up to 14%) over the 4 phases. There was significantly increased PEI over the 4 phases for culprit plaques (an average increase of 23%), but this was not observed for nonculprit plaques. For differentiating culprit and nonculprit plaques, we observed that the performance of IPE in the second postcontrast phase (cutoff = 0.83, AUC = 0.829 [0.746-0.893]) exhibited superior accuracy when compared with PEI in the first postcontrast phase (cutoff = 0.48; AUC = 0.768 [0.680-0.843]) (P = .022). CONCLUSIONS A 9-minute delay of postcontrast acquisition can maximize plaque enhancement and better differentiate between culprit and nonculprit plaques. In addition, culprit and nonculprit plaques have different enhancement temporal patterns, which should be evaluated in future studies.
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Affiliation(s)
- Beibei Sun
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Radiology (M.M., C.Z.), University of Washington, Seattle, Washington
| | - Lingling Wang
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao Li
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jin Zhang
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jianjian Zhang
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiaqi Tian
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mahmud Mossa-Basha
- Department of Radiology (M.M., C.Z.), University of Washington, Seattle, Washington
| | - Jianrong Xu
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yan Zhou
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Huilin Zhao
- From the Department of Radiology, Ren Ji Hospital (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai China
- College of Health Science and Technology (B.S., L.W., X.L., Jin Zhang, Jianjian Zhang, J.T., J.X., Y.Z., H.Z.), Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chengcheng Zhu
- Department of Radiology (M.M., C.Z.), University of Washington, Seattle, Washington
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Yu JW, Zhao DL, Li RY, Wu Y, Chen XH, Ge H, Li C, Ju S. Association of culprit plaque enhancement ratio, hypoperfusion and HbA1c with recurrent ischemic stroke in patients with atherosclerotic stenosis of the middle cerebral artery. Eur J Radiol 2023; 168:111107. [PMID: 37776582 DOI: 10.1016/j.ejrad.2023.111107] [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: 06/10/2023] [Revised: 09/04/2023] [Accepted: 09/19/2023] [Indexed: 10/02/2023]
Abstract
PURPOSE To investigate the differences in intracranial culprit plaque characteristics of the middle cerebral artery (MCA), collateral circulation and hypoperfusion in patients with and without recurrent ischemic stroke and to identify the association with the recurrent ischemic cerebrovascular events. METHOD Eighty-six patients with acute/subacute ischemic stroke caused by atherosclerotic plaques of the MCA were retrospectively enrolled and grouped into patients with recurrence (n = 36) and without recurrence (n = 50). All patients underwent high-resolution vessel wall imaging and dynamic susceptibility contrast-enhanced perfusion weighted imaging. The differences in culprit plaque characteristics, collateral circulation and hypoperfusion in the territory of the stenotic MCA were assessed between the two groups. The relationship between plaque characteristics and hypoperfusion was evaluated. The independent factors of recurrent ischemic stroke were identified by logistic regression analyses. RESULTS Higher HbA1c, culprit plaque enhancement grade, culprit plaque enhancement ratio, and lower time to peak map based on the Alberta Stroke Program Early CT score (TTP-ASPECTS) were observed in the recurrence group(all p < 0.050). Both plaque enhancement grade and enhancement ratio were significantly associated with TTP-ASPECTS (p = 0.030 and 0.039, respectively). HbA1c, culprit plaque enhancement ratio and TTP-ASPECTS were independent factors of the recurrence of ischemic stroke (all p < 0.050). The area under the curve of the combination including the above factors (AUC = 0.819) was significantly higher than that of any variable alone after adjustment (all p < 0.050). CONCLUSIONS Culprit plaque enhancement ratio, TTP-ASPECTS and HbA1c were independent factors of recurrent ischemic stroke. Their combination improved the accuracy in identifying the risk of recurrent ischemic stroke.
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Affiliation(s)
- Jia-Wei Yu
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China
| | - Deng-Ling Zhao
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China.
| | - Rui-Ying Li
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China
| | - Yao Wu
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China
| | - Xiao-Hui Chen
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China
| | - Hong Ge
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China
| | - Cheng Li
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China
| | - Shenghong Ju
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, 87 Dingjiaqiao Road, Gulou District, Nanjing 210009, Jiangsu Province, China
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Sui Y, Sun J, Chen Y, Wang W. Multimodal MRI study of the relationship between plaque characteristics and hypoperfusion in patients with transient ischemic attack. Front Neurol 2023; 14:1242923. [PMID: 37840913 PMCID: PMC10568067 DOI: 10.3389/fneur.2023.1242923] [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: 06/20/2023] [Accepted: 09/14/2023] [Indexed: 10/17/2023] Open
Abstract
Objective Transient ischemic attack is a significant risk factor for acute cerebral infarction. Previous studies have demonstrated that hypoperfusion in patients with transient ischemic attack was associated with the recurrence of transient ischemic attack, stroke, and persistent worsening of neurological symptoms. Moreover, transient ischemic attack patients classified as high-risk group according to the ABCD2 score have a higher incidence of stroke. Therefore, the objective of this study was to investigate the plaque characteristics of transient ischemic attack patients with concomitant cerebral hypoperfusion using multimodal MRI, as well as hemodynamic changes in the high-risk group with transient ischemic attack patients. Materials and methods A total of 151 patients with transient ischemic attack were prospectively recruited for this study. All enrolled patients underwent multimodal MRI, including DWI, TOF-MRA, HR-VWI, and DSC-PWI. Finally, 56 patients met the inclusion criteria. Based on DSC-PWI images, patients were divided into two groups: hypoperfusion (n = 41) and non-hypoperfusion (n = 15). Clinical baseline characteristics and plaque characteristics were analyzed between the two groups. Furthermore, within the hypoperfusion group, patients were further classified into low-risk (n = 11) and high-risk (n = 30) subgroups based on the ABCD2 score. Hemodynamic differences between these subgroups were also analyzed. Results Compared with the non-hypoperfusion group, the hypoperfusion group had a significantly higher prevalence of hypertension (68.3% vs. 33.3%, p = 0.019) and hyperhomocysteinemia (65.9% vs. 33.3%, p = 0.029). Moreover, the hypoperfusion group exhibited more significant luminal stenosis degree [41.79 ± 31.36 vs. 17.62± 13.62, p = 0.006] and greater NWI (57.1%± 20.47% vs. 40.21%± 21.56%, p = 0.009) compared to the non-hypoperfusion group. In addition, the high-risk group identified by the ABCD2 score had a higher rMTT [117.6(109.31-128.14) vs. 108.36(100.67-119.92), p = 0.037]. Conclusion Transient ischemic attack patients with hypoperfusion exhibited a higher prevalence of hypertension and hyperhomocysteinemia, as well as higher luminal stenosis degree, and greater NWI. Furthermore, Transient ischemic attack patients in the high-risk group demonstrated higher MTT.
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Affiliation(s)
| | | | | | - Wei Wang
- Department of MRI, The First Affiliated Hospital of Harbin Medical University, Harbin, China
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Li RY, Yu JW, Chen XH, Han QQ, Ge H, Li C, Ju S, Zhao DL. Association of pre-diabetes and type 2 diabetes mellitus with intracranial plaque characteristics in patients with acute ischemic stroke. Br J Radiol 2023; 96:20220802. [PMID: 36350061 PMCID: PMC9975357 DOI: 10.1259/bjr.20220802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 10/17/2022] [Accepted: 10/28/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVES To investigate the association of pre-diabetes(i.e., the early stages of glucometabolic disturbance) and Type 2 diabetes mellitus (T2DM) with intracranial plaque characteristics in patients with acute ischemic stroke using three-dimensional high-resolution MR imaging. METHODS One hundred and forty-three symptomatic patients with acute ischemic stroke attribute to intracranial atherosclerotic plaque were prospectively enrolled. All participants were further divided into three groups: normal glucose metabolism(non-diabetes) group(n = 41), pre-diabetes group(n = 45), and T2DM group(n = 57) according to glucometabolic status. Culprit plaque characteristics (such as plaque burden, normalized wall index and enhancement ratio), total plaque number, and global plaque enhancement score were analyzed and compared among the three glucometabolic groups. The association between pre-diabetes and T2DM with intracranial plaque characteristics was assessed by logistic regression and multivariate linear regression. RESULTS Plaque number was higher in patients with pre-diabetes and T2DM compared with those with non-diabetes(3.71 ± 1.83 and 3.75 ± 1.71 vs 2.24 ± 1.46, p = 0.006). Multivariate logistic regression showed a significant association of multiple intracranial plaques with pre-diabetes(OR 3.524, 95% CI 1.082 ~ 11.479, p = 0.037), T2DM(OR 3.760, 95% CI 1.098 ~ 12.872, p = 0.035) and luminal stenotic rate. Both pre-diabetes and T2DM were significantly associated with culprit plaque enhancement ratio(β = 0.527 and β = 0.536; respectively; p < 0.001) and global plaque enhancement score(β = 0.264 and β = 0.373; respectively; p < 0.05). CONCLUSIONS Patients with pre-diabetes and T2DM had similar intracranial atherosclerotic plaque vulnerability, as demonstrated by multiple plaques, increased culprit plaque enhancement ratio and global plaque enhancement score. ADVANCES IN KNOWLEDGE Pre-diabetes might be a risk factor for intracranial plaque vulnerability. It is necessary to monitor a slight increase in blood glucose in non-diabetes patients with acute ischemic stroke.
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Affiliation(s)
- Rui-Ying Li
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, Jiangsu Province, China
| | - Jia-Wei Yu
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, Jiangsu Province, China
| | - Xiao-Hui Chen
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, Jiangsu Province, China
| | | | - Hong Ge
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, Jiangsu Province, China
| | - Cheng Li
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, Jiangsu Province, China
| | - Shenghong Ju
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, Jiangsu Province, China
| | - Deng-Ling Zhao
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, Jiangsu Province, China
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Gómez-Vicente B, Hernández-Pérez M, Martínez-Velasco E, Rodríguez-Velasco M, Munuera J, Rubiera M, Vert C, Dorado L, de Lera M, Calleja AI, Cortijo E, Agulla J, López-Cancio E, Arenillas JF. Intracranial atherosclerotic plaque enhancement and long-term risk of future strokes: A prospective, longitudinal study. J Neuroimaging 2023; 33:289-301. [PMID: 36536493 DOI: 10.1111/jon.13077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 12/09/2022] [Accepted: 12/09/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND AND PURPOSE The prognostic significance of postcontrast enhancement of intracranial atheromatous plaque is uncertain. Prospective, long-term follow-up studies in Caucasians, using a multicenter design, are lacking. We aimed to evaluate whether this radiological sign predicts long-term new stroke in symptomatic and asymptomatic intracranial atherosclerotic disease (ICAD) patients. METHODS This was a prospective, observational, longitudinal, multicenter study. We included a symptomatic and an asymptomatic cohort of ICAD patients that underwent 3T MRI including high-resolution sequences focused on the atheromatous plaque. We evaluated grade of stenosis, plaque characteristics, and gadolinium enhancement ratio (postcontrast plaque signal/postcontrast corpus callosum signal). The occurrence of new events was evaluated at 3, 6, 9, and 12 months and annually thereafter. The association between plaque characteristics and new stroke was studied using Cox multiple regression survival analysis and Kaplan-Meier curves. RESULTS Forty-eight symptomatic and 13 asymptomatic patients were included. During 56.3 ± 16.9 months, 11 patients (18%) suffered a new event (seven ischemic, two hemorrhagic, and two transient ischemic attacks). A receiver operating characteristic curve identified an enhancement ratio of >1.77 to predict a new event. In a multivariable Cox regression, postcontrast enhancement ratio >1.77 (hazard ratio [HR]= 3.632; 95% confidence interval [CI], 1.082-12.101) and cerebral microbleeds (HR = 5.244; 95% CI, 1.476-18.629) were independent predictors of future strokes. Patients with a plaque enhancement ratio >1.77 had a lower survival free of events (p < .05). CONCLUSIONS High intracranial postcontrast enhancement is a long-term predictor of new stroke in ICAD patients. Further studies are needed to elucidate whether postcontrast enhancement reflects inflammatory activity of intracranial atheromatous plaque.
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Affiliation(s)
- Beatriz Gómez-Vicente
- Stroke Program, Department of Neurology, Hospital Clínico Universitario, Valladolid, Spain.,Neurovascular Research Laboratory, Unidad de Excelencia Instituto de Biología y Genética Molecular (IBGM), Consejo Superior de Investigaciones Científicas (CSIC) y Universidad de Valladolid, Valladolid, Spain
| | - María Hernández-Pérez
- Stroke Unit, Neuroscience Department, Hospital Universitari Germans Trias I Pujol, Universitat Autònoma de Barcelona (UAB), Badalona, Spain
| | - Elena Martínez-Velasco
- Stroke Program, Department of Neurology, Hospital Clínico Universitario, Valladolid, Spain
| | | | - Josep Munuera
- Imatge Diagnòstica i Terapèutica, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.,Servei de Diagnòstic per la Imatge, Hospital Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Marta Rubiera
- Stroke Unit, Department of Neurology, Hospital Vall d'Hebron, Departament de Medicina, Universitat Autònoma de Barcelona, Badalona, Spain
| | - Carla Vert
- Stroke Unit, Department of Neurology, Hospital Vall d'Hebron, Departament de Medicina, Universitat Autònoma de Barcelona, Badalona, Spain
| | - Laura Dorado
- Stroke Unit, Neuroscience Department, Hospital Universitari Germans Trias I Pujol, Universitat Autònoma de Barcelona (UAB), Badalona, Spain
| | - Mercedes de Lera
- Stroke Program, Department of Neurology, Hospital Clínico Universitario, Valladolid, Spain
| | - Ana Isabel Calleja
- Stroke Program, Department of Neurology, Hospital Clínico Universitario, Valladolid, Spain
| | - Elisa Cortijo
- Stroke Program, Department of Neurology, Hospital Clínico Universitario, Valladolid, Spain
| | - Jesús Agulla
- Neurovascular Research Laboratory, Unidad de Excelencia Instituto de Biología y Genética Molecular (IBGM), Consejo Superior de Investigaciones Científicas (CSIC) y Universidad de Valladolid, Valladolid, Spain.,Molecular Neurobiology Laboratory, Instituto de Biología Funcional y Genómica (IBFG), Consejo Superior de Investigaciones Científicas (CSIC) y Universidad de Salamanca, Salamanca, Spain
| | - Elena López-Cancio
- Department of Neurology, Stroke Unit, Hospital Universitario Central de Asturias (HUCA), Oviedo, Spain.,Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
| | - Juan Francisco Arenillas
- Stroke Program, Department of Neurology, Hospital Clínico Universitario, Valladolid, Spain.,Neurovascular Research Laboratory, Unidad de Excelencia Instituto de Biología y Genética Molecular (IBGM), Consejo Superior de Investigaciones Científicas (CSIC) y Universidad de Valladolid, Valladolid, Spain
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Zhang X, Hua Z, Chen R, Jiao Z, Shan J, Li C, Li Z. Identifying vulnerable plaques: A 3D carotid plaque radiomics model based on HRMRI. Front Neurol 2023; 14:1050899. [PMID: 36779063 PMCID: PMC9908750 DOI: 10.3389/fneur.2023.1050899] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 01/10/2023] [Indexed: 01/27/2023] Open
Abstract
Background Identification of vulnerable carotid plaque is important for the treatment and prevention of stroke. In previous studies, plaque vulnerability was assessed qualitatively. We aimed to develop a 3D carotid plaque radiomics model based on high-resolution magnetic resonance imaging (HRMRI) to quantitatively identify vulnerable plaques. Methods Ninety patients with carotid atherosclerosis who underwent HRMRI were randomized into training and test cohorts. Using the radiological characteristics of carotid plaques, a traditional model was constructed. A 3D carotid plaque radiomics model was constructed using the radiomics features of 3D T1-SPACE and its contrast-enhanced sequences. A combined model was constructed using radiological and radiomics characteristics. Nomogram was generated based on the combined models, and ROC curves were utilized to assess the performance of each model. Results 48 patients (53.33%) were symptomatic and 42 (46.67%) were asymptomatic. The traditional model was constructed using intraplaque hemorrhage, plaque enhancement, wall remodeling pattern, and lumen stenosis, and it provided an area under the curve (AUC) of 0.816 vs. 0.778 in the training and testing sets. In the two cohorts, the 3D carotid plaque radiomics model and the combined model had an AUC of 0.915 vs. 0.835 and 0.957 vs. 0.864, respectively. In the training set, both the radiomics model and the combination model outperformed the traditional model, but there was no significant difference between the radiomics model and the combined model. Conclusions HRMRI-based 3D carotid radiomics models can improve the precision of detecting vulnerable carotid plaques, consequently improving risk classification and clinical decision-making in patients with carotid stenosis.
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Affiliation(s)
- Xun Zhang
- Department of Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Zhaohui Hua
- Department of Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Rui Chen
- Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Zhouyang Jiao
- Department of Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Jintao Shan
- Department of Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Chong Li
- Division of Vascular Surgery, New York University Medical Center, New York, NY, United States
| | - Zhen Li
- Department of Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China,*Correspondence: Zhen Li ✉
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Wen H, Wang N, Hou R. Correlation analysis between D-dimer-to-fibrinogen-ratio and carotid plaque in young patients aged 18-45 with acute cerebral infarction. Clin Neurol Neurosurg 2022; 222:107427. [PMID: 36108464 DOI: 10.1016/j.clineuro.2022.107427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 09/02/2022] [Accepted: 09/03/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND D-Dimer and fibrinogen were commonly used to detect the coagulation and fibrinolytic function, but D-dimer to fibrinogen ratio (DFR) in carotid plaque in young patients aged 18-45 with acute cerebral infarction (ACI) has not been used clinically. In this work, we focused on the evaluation of the DFR value of this group of patients and analyzed its possible correlation. METHODS A total of 164 patients with ACI patients aged 18-45 were selected as research subjects after their first admission. They had undergone carotid plaque contrast-enhanced ultrasound (CEUS) and were divided into two groups with carotid plaque (n = 97) and with no carotid plaque (n = 67). According to NIHSS score and carotid plaque grade, the clinical symptoms of patients were judged. Univariate and multivariate analyses were conducted to compare the risk factors of carotid plaque in ACI patients. RESULTS The DFR value of patients in the carotid plaque group (103.41 ± 20.81) was significantly higher than that of the no carotid plaque control group (88.9 ± 26.51). We also identified DFR X103 was the only independent risk factor (β = 0.53; 95% CI, 0.914-0.984; P = 0.05). DFR X103 was increased with the severity of the disorder and with the CEUS grades. The area under the DFR curve was 0.673 (95% CI 0.584~0.762). CONCLUSION The value of the DFR is positively correlated with CEUS carotid plaque grading and NIHSS score, which can predict the severity of carotid plaque in ACI patients aged 18-45. Therefore it is worthy of clinical application.
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Affiliation(s)
- Huijun Wen
- Department of Neurology, Baoji Municipal Central Hospital, Baoji, Shaanxi 721008, PR China
| | - Ning Wang
- Department of Neurology, Baoji Municipal Central Hospital, Baoji, Shaanxi 721008, PR China
| | - Ruihua Hou
- Department of Neurology, Baoji Municipal Central Hospital, Baoji, Shaanxi 721008, PR China.
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Li H, Liu J, Dong Z, Chen X, Zhou C, Huang C, Li Y, Liu Q, Su X, Cheng X, Lu G. Identification of high-risk intracranial plaques with 3D high-resolution magnetic resonance imaging-based radiomics and machine learning. J Neurol 2022; 269:6494-6503. [PMID: 35951103 DOI: 10.1007/s00415-022-11315-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 07/27/2022] [Accepted: 07/28/2022] [Indexed: 10/15/2022]
Abstract
BACKGROUND Identifying high-risk intracranial plaques is significant for the treatment and prevention of stroke. OBJECTIVE To develop a high-risk plaque model using three-dimensional (3D) high-resolution magnetic resonance imaging (HRMRI) based radiomics features and machine learning. METHODS 136 patients with documented symptomatic intracranial artery stenosis and available HRMRI data were included. Among these patients, 136 and 92 plaques were identified as symptomatic and asymptomatic plaques, respectively. A conventional model was developed by recording and quantifying the radiological plaque characteristics. Radiomics features from T1-weighted images (T1WI) and contrast-enhanced T1WI (CE-T1WI) were used to construct a high-risk plaque model with linear support vector classification (linear SVC). The radiological and radiomics features were combined to build a combined model. Receiver operating characteristic (ROC) curves were used to evaluate these models. RESULTS Plaque length, burden, and enhancement were independently associated with clinical symptoms and were included in the conventional model, which had an AUC of 0.853 vs. 0.837 in the training and test sets. While the radiomics and the combined model showed an improved AUC: 0.923 vs. 0.925 for the training sets and 0.906 vs. 0.903 in the test sets. Both the radiomics model (p = 0.024, p = 0.018) and combined model (p = 0.042, p = 0.049) outperformed the conventional model in the two sets, whereas the performance of the combined model was not significantly different from that of the radiomics model in the two sets (p = 0.583 and p = 0.606). CONCLUSION The radiomics model based on 3D HRMRI can accurately differentiate symptomatic from asymptomatic intracranial arterial plaques and significantly outperforms the conventional model.
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Affiliation(s)
- Hongxia Li
- Department of Medical Imaging, The First School of Clinical Medicine, Jinling Hospital, Southern Medical University, Nanjing, 210002, Jiangsu, China
| | - Jia Liu
- Department of Medical Imaging, The First School of Clinical Medicine, Jinling Hospital, Southern Medical University, Nanjing, 210002, Jiangsu, China
| | - Zheng Dong
- Department of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Xingzhi Chen
- Department of Research Collaboration, R&D Center, Beijing Deepwise and League of PHD Technology Co., Ltd, Beijing, 100081, China
| | - Changsheng Zhou
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, Nanjing, 210002, Jiangsu, China
| | - Chencui Huang
- Department of Research Collaboration, R&D Center, Beijing Deepwise and League of PHD Technology Co., Ltd, Beijing, 100081, China
| | - Yingle Li
- Department of Medical Imaging, The First School of Clinical Medicine, Jinling Hospital, Southern Medical University, Nanjing, 210002, Jiangsu, China
| | - Quanhui Liu
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, Nanjing, 210002, Jiangsu, China
| | - Xiaoqin Su
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, Nanjing, 210002, Jiangsu, China
| | - Xiaoqing Cheng
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, Nanjing, 210002, Jiangsu, China.
| | - Guangming Lu
- Department of Medical Imaging, The First School of Clinical Medicine, Jinling Hospital, Southern Medical University, Nanjing, 210002, Jiangsu, China.
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Yang R, Yuan J, Chen X, Xie X, Ye Z, Qin C. Vessel wall magnetic resonance imaging of symptomatic middle cerebral artery atherosclerosis: A systematic review and meta-analysis. Clin Imaging 2022; 90:90-96. [DOI: 10.1016/j.clinimag.2022.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 07/18/2022] [Accepted: 08/01/2022] [Indexed: 11/26/2022]
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10
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Li F, Wang Y, Hu T, Wu Y. Application and interpretation of vessel wall magnetic resonance imaging for intracranial atherosclerosis: a narrative review. ANNALS OF TRANSLATIONAL MEDICINE 2022; 10:714. [PMID: 35845481 PMCID: PMC9279807 DOI: 10.21037/atm-22-2364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 06/01/2022] [Indexed: 11/06/2022]
Abstract
Background and Objective Atherosclerosis is a systemic disease that occurs in the arteries, and it is the most important causative factor of ischemic stroke. Vessel wall magnetic resonance imaging (VWMRI) is one of the best non-invasive methods for displaying the vascular features of intracranial atherosclerosis. The main clinical applications of this technique include the exploration of the pathogenesis of intracranial atherosclerotic lesions, follow-up monitoring, and treatment prognosis judgment. As the demand for intracranial VWMRI increases in clinical practice, radiologists should be aware of the selection of imaging parameters and how they affect image quality, clinical indications, evaluation methods, and limitations in interpreting these images. Therefore, this review focused on describing how to perform and interpret VWMRI of intracranial atherosclerotic lesions. Methods We searched the studies on the application of VWMRI in the PubMed database from January 1, 2000 to March 31, 2022, and focused on the analysis of related studies on VWMRI in atherosclerotic lesions, including technical application, expert consensus, imaging characteristics, and the clinical significance of intracranial atherosclerotic lesions. Key Content and Findings We reviewed and summarized recent advances in the clinical application of VWMRI in atherosclerotic diseases. Currently accepted principles and expert consensus recommendations for intracranial VWMRI include high spatial resolution, multiplanar two and three-dimensional imaging, multiple tissue-weighted sequences, and blood and cerebrospinal fluid suppression. Understanding the characteristics of VWMRI of normal intracranial arteries is the basis for interpreting VWMRI of atherosclerotic lesions. Evaluating VWMRI imaging features of intracranial atherosclerotic lesions includes plaque morphological and enhancement characteristics. The evaluation of atherosclerotic plaque stability is the highlight of VWMRI. Conclusions VWMRI has a wide range of clinical applications and can address important clinical questions and provide critical information for treatment decisions. VWMRI plays a key role in the comprehensive evaluation and prevention of intracranial atherosclerosis. However, intracranial VWMRI is still unable to obtain in vivo plaque pathological specimens for imaging—pathological comparison is the most significant limitation of this technique. Further technical improvements are expected to reduce acquisition time and may ultimately contribute to a better understanding of the underlying pathology of lesions on VWMRI.
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Affiliation(s)
- Fangbing Li
- Department of Radiology, Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Yilin Wang
- Department of Radiology, Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Tianxiang Hu
- Department of Radiology, Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Yejun Wu
- Department of Radiology, Fourth Affiliated Hospital of China Medical University, Shenyang, China
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11
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Mikail N, Meseguer E, Lavallée P, Klein I, Hobeanu C, Guidoux C, Cabrejo L, Lesèche G, Amarenco P, Hyafil F. Evaluation of non-stenotic carotid atherosclerotic plaques with combined FDG-PET imaging and CT angiography in patients with ischemic stroke of unknown origin. J Nucl Cardiol 2022; 29:1329-1336. [PMID: 33462787 DOI: 10.1007/s12350-020-02511-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 12/11/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVES Non-stenotic plaques are an underestimated cause of ischemic stroke. Imaging aspects of high-risk carotid plaques can be identified on CT angiography (CTA) and 18F-fluoro-deoxyglucose positron emission tomography (FDG-PET) imaging. We evaluated in patients with cryptogenic ischemic stroke the usefulness of FDG-PET-CTA. METHODS 44 patients imaged with CTA and FDG-PET were identified retrospectively. Morphological features were identified on CTA. Intensity of FDG uptake in carotid arteries was quantified on PET. RESULTS Patients were imaged 7 ± 8 days after stroke. 44 non-stenotic plaques with increased 18F-FDG uptake were identified in the carotid artery ipsilateral to stroke and 7 contralateral. Most-diseased-segment TBR on FDG-PET was higher in artery ipsilateral vs. contralateral to stroke (2.24 ± 0.80 vs. 1.84 ± 0.50; p < .05). In the carotid region with high FDG uptake, prevalence of hypodense plaques and extent of hypodensity on CTA were higher in artery ipsilateral vs. contralateral to stroke (41% vs. 11%; 0.72 ± 1.2 mm2 vs. 0.13 ± 0.43 mm2; p < .05). CONCLUSIONS In patients with ischemic stroke of unknown origin and non-stenotic plaques, we found an increased prevalence of high-risk plaques features ipsilateral vs. contralateral to stroke on FDG-PET-CTA imaging suggesting a causal role for these plaques.
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Affiliation(s)
- Nidaa Mikail
- Department of Nuclear Medicine, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Elena Meseguer
- Department of Neurology, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Philippa Lavallée
- Department of Neurology, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Isabelle Klein
- Department of Neurology, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Cristina Hobeanu
- Department of Neurology, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Céline Guidoux
- Department of Neurology, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Lucie Cabrejo
- Department of Neurology, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Guy Lesèche
- Department of Vascular Surgery, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Pierre Amarenco
- Department of Neurology, Bichat University Hospital, Assistance Publique-Hôpitaux de Paris, University of Paris, Paris, France
| | - Fabien Hyafil
- Department of Nuclear Medicine, Georges-Pompidou European Hospital, DMU IMAGINA, Assistance Publique-Hôpitaux de Paris, University of Paris, 20 rue Leblanc, 75015, Paris, France.
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12
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Zhang D, Wang M, Wu L, Zhao Y, Wang S, Yin X, Wu X. Assessing the characteristics and diagnostic value of plaques for patients with acute stroke using high-resolution magnetic resonance imaging. Quant Imaging Med Surg 2022; 12:1529-1538. [PMID: 35111645 DOI: 10.21037/qims-21-531] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 10/19/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND A comprehensive understanding of atherosclerotic plaques aids physicians in evaluation and treatment of stroke. This study set out to evaluate the characteristics and diagnostic value of atherosclerotic plaques in patients with acute stroke and stenotic middle cerebral artery (MCA) using high-resolution magnetic resonance imaging. METHODS Sixty-five consecutive patients with transient ischemic attack or recent ischemic stroke were prospectively recruited. All enrolled patients underwent routine magnetic resonance scans and cross-sectional scans of the stenotic MCA vascular wall. Differences in vascular wall parameters and location, the enhancement degree, and remodelling patterns of plaques in the stenotic MCA were compared between symptomatic (n=30) and asymptomatic (n=35) groups of patients. The statistically significant indicators were then subjected to logistic regression analysis to identify which factors could better predict acute stroke. RESULTS Compared with the asymptomatic group, the symptomatic group had a smaller lumen area (LA) (P=0.027), larger plaque area (P<0.001), larger remodelling index (P<0.001), more superior/posterior plaques (P=0.001), more obviously enhanced plaques (P<0.001), and a greater number of PR patterns (P<0.001) in the stenotic MCA. Logistic regression analysis showed that the plaque area, remodelling patterns, LA in the stenotic MCA, enhancement degree, and plaque location were predictors of acute stroke. The combination of the plaque area and LA in the stenotic MCA, and the plaque enhancement degree had optimal predictive value (area under the curve =0.927). CONCLUSIONS A larger plaque area and smaller LA in the stenotic MCA, and obvious plaque enhancement might indicate that a patient is prone to acute stroke.
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Affiliation(s)
- Danfeng Zhang
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Mi Wang
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Lili Wu
- Kangda College of Nanjing Medical University, Lianyungang, China
| | - Ying Zhao
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Siyu Wang
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xinying Wu
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
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Influence of Lower Extremity Deep Venous Thrombosis in Cerebral Infarction on Coagulation Index and Thromboelastogram and Its Risk Factors. JOURNAL OF HEALTHCARE ENGINEERING 2022; 2022:2754727. [PMID: 35035820 PMCID: PMC8758257 DOI: 10.1155/2022/2754727] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 11/29/2021] [Accepted: 12/15/2021] [Indexed: 11/18/2022]
Abstract
Cerebral infarction is a serious brain injury disease, which is mainly caused by the blockage of blood circulation in patients’ brains; thus, the patient’s brain appears ischemia and hypoxia state, and large-scale nerve cell death occurs immediately. The aim of this study was to explore the influence of lower extremity deep venous thrombosis (LEDVT) on coagulation indexes and thromboelastogram (TEG) after cerebral infarction. Altogether, 67 patients with cerebral infarction complicated with LEDVT in our hospital from April 2017 to August 2019 were collected as the observation group (OG) and 58 patients with cerebral infarction without lower extremity deep venous thrombosis as the control group (CG). The R, K, angle, and MA values in PT, APTT, TT, FIB, and TEG indexes were compared between the two groups. The ROC curve was applied to analyze the diagnostic value of R value, K value, angle value, and MA value in the occurrence of LEDVT in patients with cerebral infarction. Logistic regression analysis was applied to analyze the independent risk factors of lower extremity deep venous thrombosis in cerebral infarction. PT, APTT, and TT in the OG were evidently lower than those in the CG, while FIB in the OG was evidently higher than that in the CG, R value and K value of the OG were evidently lower than those of the CG, and angle and MA values were higher than those in the CG. The AUC of R value, K value, angle value, and MA value of the ROC curve of LEDVT in patients with cerebral infarction was 0.735, 0.713, 0.790, and 0.819. Multivariate analysis showed that high FIB, angle, and MA were risk factors, while R and K values were protective factors. PT, APTT, and TT are lower and FIB is higher in patients with cerebral infarction with LEDVT. TEG has a certain diagnostic value. FIB value, angle value, and MA value are independent risk factors of LEDVT in patients with cerebral infarction, while R value and K value are protective factors.
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14
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Zhang DF, Wu XY, Zhang WD, Wang M, Yin X, Chen YC. The Relationship between Patterns of Remodeling and Degree of Enhancement in Patients with Atherosclerotic Middle Cerebral Artery Stenosis: A High-Resolution MRI Study. Neurol India 2021; 69:1663-1669. [PMID: 34979666 DOI: 10.4103/0028-3886.333443] [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] [Indexed: 11/04/2022]
Abstract
PURPOSE The aim of this research was to investigate the relationship between remodeling patterns and degree of enhancement in patients with atherosclerotic middle cerebral artery (MCA) stenosis using high-resolution magnetic resonance imaging (HR-MRI). MATERIALS AND METHODS From August 2015 to May 2016, 38 consecutive patients with unilateral MCA stenosis on time-of-flight (TOF) MR angiography were prospectively enrolled. The routine MR scan and cross-sectional images of the stenotic MCA vessel wall on HR-MRI were performed in all patients. Among them, 17 patients displayed positive remodeling (PR) and the other 21 patients displayed negative remodeling or non-remodeling (non-PR). The patients displaying hyperintense on diffusion-weighted imaging (DWI) in the territory of ipsilateral stenotic MCA were considered to have had acute stroke. Subsequently, the differences in the degree of enhancement and the number of acute stroke patients between the PR group and the non-PR group were compared. The Spearman rank correlation analysis of the enhancement degree (ED) and the remodeling index (RI) was calculated. Then, receiver operating curve (ROC) was used to evaluate diagnostic efficiency of RI and ED for acute infarction. RESULTS The PR group had more obvious enhancement plaques than the non-PR group (10 versus 3, P = 0.006). The PR group also had a larger number of acute stroke patients than the non-PR group (15 versus 4, P = 0.000). The spear-man rank correlation analysis showed that the degree of enhancement had a weak positive correlation with the remodeling index (r = 0.379, P = 0.019). The area under the curve (AUC) of RI and ED was higher than that of RI (0.924: 0.842). CONCLUSION The PR, obvious enhancement predicted vulnerable plaques that were more prone to causing acute stroke. RI and ED had valuable diagnostic efficiency for acute infarction.
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Affiliation(s)
- Dan-Feng Zhang
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Xin-Ying Wu
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Wei-Dong Zhang
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Mi Wang
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Yu-Chen Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
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Xiao J, Liang H, Wang Y, Wang S, Wang Y, Bi Y. Risk Factors of Hypoperfusion on MRI of Ischemic Stroke Patients Within 7 Days of Onset. Front Neurol 2021; 12:668360. [PMID: 34025571 PMCID: PMC8137898 DOI: 10.3389/fneur.2021.668360] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 04/13/2021] [Indexed: 11/16/2022] Open
Abstract
Objective: Hypoperfusion is an important factor determining the prognosis of ischemic stroke patients. The present study aimed to investigate possible predictors of hypoperfusion on MRI of ischemic stroke patients within 7 days of stroke onset. Methods: Ischemic stroke patients, admitted to the comprehensive Stroke Center of Shanghai Fourth People's Hospital affiliated to Tongji University within 7 days of onset between January 2016 and June 2017, were recruited to the present study. Magnetic resonance imaging (MRI), including both diffusion-weighted imaging (DWI) and perfusion-weighted imaging (PWI), was performed within 7 days of the symptom onset. Time to maximum of the residue function (Tmax) maps were automatically evaluated using the RAPID software. The volume of hypoperfusion was measured outside the infarct area based on ADC < 620 × 10−6 mm2/s. The 90 d mRS score was assessed through either clinic visits or telephone calls. Multivariate step-wise analysis was used to assess the correlation between MR findings and clinical variables, including the demographic information, cardio-metabolic characteristics, and functional outcomes. Results: Among 635 patients admitted due to acute ischemic stroke within 7 days of onset, 241 met the inclusion criteria. Hypoperfusion volume of 38 ml was the best cut-off value for predicting poor prognosis of patients with cerebral infarction (90 d-mRS score ≥ 2). The incidences of MR perfusion Tmax > 4–6 s maps with a volume of 0–38 mL or >38 mL were 51.9% (125/241) and 48.1% (116/241), respectively. Prior stroke and vascular stenosis (≥70%) were associated with MR hypoperfusion. Multivariate step-wise analysis showed that prior stroke and vascular stenosis (≥70%) were risk factors of Tmax > 4–6 s maps, and the odds ratios (OR) were 3.418 (adjusted OR 95% CI: 1.537–7.600), and 2.265 (adjusted OR, 95% CI: 1.199–4.278), respectively. Conclusion: Our results suggest that prior stroke and vascular stenosis (≥70%) are strong predictors of hypoperfusion in patients with acute ischemic stroke within 7 days of stroke onset.
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Affiliation(s)
- Jingjing Xiao
- Department of Neurology, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China
| | - Huazheng Liang
- Department of Neurology, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China.,Department of Neurology, Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China
| | - Yue Wang
- Department of Neurology, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China
| | - Shaoshi Wang
- Department of Neurology, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China
| | - Yi Wang
- Department of Neurology, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China.,College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Yong Bi
- Department of Neurology, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China
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16
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Shao Q, Li Q, Wu Q, Li T, Li L, Chang K, He Y. Application of 3D T1-SPACE combined with 3D-TOF sequence for follow-up evaluation of stent-assisted coil embolization for intracranial aneurysm. J Interv Med 2021; 4:71-76. [PMID: 34805951 PMCID: PMC8562288 DOI: 10.1016/j.jimed.2021.02.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 02/22/2021] [Accepted: 02/23/2021] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES To assess 3D T1-SPACE combined with 3D-TOF sequence for follow-up evaluation of stent-assisted coil embolization for intracranial aneurysm. MATERIALS AND METHODS Between Oct 2018 and May 2019, we enrolled 25 patients with intracranial aneurysm who underwent stent-assisted coil embolization. All patients were followed up for 6 to10 months after endovascular treatment (EVT) using 3D-TOF MRA, 3D T1-SPACE and DSA to evaluate aneurysm occlusion and parent artery patency. RESULTS With regards to aneurysm occlusion, the specificity of 3D-TOF MRA was 86.9% (20/23) and the accuracy was 84% (21/25). There was no statistical significance (P = 0.409) compared with the DSA. The parent artery by 3D-TOF MRA showed that there were 14 patients with grade 3, 8 patients with grade 2 and 3 patients with grade 1. However, 3D T1-SPACE showed that all 25 patients were grade 4, and were clearly displayed without metal artifacts. The comparison of the two MR techniques demonstrated that 3D T1-SPACE was superior to 3D-TOF MRA in the evaluation of parent artery (P<0.001). CONCLUSIONS 3D T1-SPACE sequence provides better image quality and higher accuracy for evaluating stented parent arteries compared to TOF-MRA. This study also shows that 3D-TOF MRA has a merit to evaluate aneurysm occlusion. The combination of these two modalities can be used as an optional follow-up evaluation after EVT of intracranial aneurysms.
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Affiliation(s)
- Qiuji Shao
- Department of Cerebrovascular Disease, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Henan University People’s Hospital, Zhengzhou, 450003, Henan, China
| | - Qiang Li
- Department of Radiology, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Henan University People’s Hospital, Zhengzhou, 450003, Henan, China
| | - Qiaowei Wu
- Department of Cerebrovascular Disease, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Henan University People’s Hospital, Zhengzhou, 450003, Henan, China
| | - Tianxiao Li
- Department of Cerebrovascular Disease, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Henan University People’s Hospital, Zhengzhou, 450003, Henan, China
| | - Li Li
- Department of Cerebrovascular Disease, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Henan University People’s Hospital, Zhengzhou, 450003, Henan, China
| | - Kaitao Chang
- Department of Cerebrovascular Disease, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Henan University People’s Hospital, Zhengzhou, 450003, Henan, China
| | - Yingkun He
- Department of Cerebrovascular Disease, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Henan University People’s Hospital, Zhengzhou, 450003, Henan, China
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Bu X, Xia W, Wang X, Lu S, Gao Y. Butylphthalide inhibits nerve cell apoptosis in cerebral infarction rats via the JNK/p38 MAPK signaling pathway. Exp Ther Med 2021; 21:565. [PMID: 33850537 PMCID: PMC8027748 DOI: 10.3892/etm.2021.9997] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 02/10/2021] [Indexed: 01/08/2023] Open
Abstract
The aim of the present study was to investigate the influence of butylphthalide on nerve cell apoptosis in rats with cerebral infarction through the c-Jun N-terminal kinase (JNK)/p38 mitogen-activated protein kinase (MAPK) signaling pathway. A total of 36 Sprague-Dawley rats were randomly divided into sham-operation group (n=12), model group (n=12) and butylphthalide group (n=12). Additionally, qPCR was performed to measure the mRNA expression of Bax and Bcl-2, and a TUNEL assay was conducted to investigate the cell apoptosis. Compared with the sham-operation group, the model group and the butylphthalide group had notably increased Zea-Longa scores (P<0.05), while the butylphthalide group exhibited a markedly decreased Zea-Longa score, compared with the model group (P<0.05). The positive expression of Bax was markedly higher (P<0.05), while that of Bcl-2 was notably lower in the model group and the butylphthalide group (P<0.05), compared with those in the sham-operation group. Furthermore, the positive expression of Bax was notably decreased (P<0.05), while that of Bcl-2 was markedly increased in the butylphthalide group in comparison with those in model group (P<0.05). The model group and the butylphthalide group had markedly higher relative protein expression levels of p-JNK and p-p38 MAPK than the sham-operation group (P<0.05), and the butylphthalide group displayed notably lower relative protein expression levels of p-JNK and p-p38 MAPK than the model group (P<0.05). The relative mRNA expression level of Bax was markedly increased (P<0.05), while that of Bcl-2 was notably decreased in the model group and the butylphthalide group (P<0.05), compared with those in the sham-operation group. Compared with those in the model group, the relative mRNA expression level of Bax decreased markedly (P<0.05), and that of Bcl-2 increased notably in the butylphthalide group (P<0.05). The apoptotic rate was markedly higher in the model group and the butylphthalide group than that in the sham-operation group (P<0.05), but it was notably lower in the butylphthalide group than that in the model group (P<0.05). In conclusion, butylphthalide may inhibit nerve cell apoptosis in rats with cerebral infarction to exert a protective effect, which may be associated with the JNK/p38 MAPK signaling pathway.
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Affiliation(s)
- Xiangye Bu
- Department of Geratology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310000, P.R. China
| | - Wenqing Xia
- Department of Neurology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310000, P.R. China
| | - Xiaonan Wang
- Department of Geratology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310000, P.R. China
| | - Shan Lu
- Department of Neurology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310000, P.R. China
| | - Yue Gao
- Department of Geratology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310000, P.R. China
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Shao Q, Wu Q, Li Q, Li T, Li L, Chang K, Wang M. Usefulness of 3D T1-SPACE in Combination With 3D-TOF MRA for Follow-Up Evaluation of Intracranial Aneurysms Treated With Pipeline Embolization Devices. Front Neurol 2020; 11:542493. [PMID: 33362681 PMCID: PMC7759539 DOI: 10.3389/fneur.2020.542493] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 11/09/2020] [Indexed: 01/10/2023] Open
Abstract
Object: Follow-up evaluation of intracranial aneurysms treated by flow-diverting stents using MRI is challenging due to the presence of imaging artifacts. This study evaluated 3D T1-SPACE in combination with 3D-TOF sequence for follow-up evaluation of intracranial aneurysms treated with Pipeline embolization devices. Methods: Forty patients with 53 intracranial aneurysms who were treated with Pipeline Embolization Devices from October 2018 to July 2019 were enrolled in this study. All patients were evaluated for aneurysm occlusion and stent patency 4 to 7 months post-treatment using 3D T1-SPACE sequence, 3D-TOF MRA, and DSA examinations. Results: With regards to aneurysm occlusion, the intermodality (DSA and 3D-TOF MRA) agreement was good (κ = 0.755). The specificity of 3D-TOF MRA was 94.4% (34/36), the sensitivity was 76.5% (13/17), the total coincidence rate was 88.7% (47/53). With regards to the patency of the stented arteries after PED treatment, 3D T1-SPACE sequence was more accurate compared to 3D-TOF MRA (Z = −6.283, P < 0.001), with a no-artifact rate of 95.7% (44/46). Conclusions: 3D T1-SPACE sequence provides better image quality and higher accuracy for evaluating stented parent arteries compared to TOF-MRA. 3D-TOF MRA may be valuable in the evaluation of aneurysm occlusion. The combination of these two modalities may be used for long-term follow-up of intracranial aneurysms treated with Pipeline Embolization Devices.
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Affiliation(s)
- Qiuji Shao
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital and Henan University People's Hospital, Zhengzhou, China
| | - Qiaowei Wu
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital and Henan University People's Hospital, Zhengzhou, China
| | - Qiang Li
- Department of Radiology, Zhengzhou University People's Hospital, Henan Provincial People's Hospital and Henan University People's Hospital, Zhengzhou, China
| | - Tianxiao Li
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital and Henan University People's Hospital, Zhengzhou, China
| | - Li Li
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital and Henan University People's Hospital, Zhengzhou, China
| | - Kaitao Chang
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital and Henan University People's Hospital, Zhengzhou, China
| | - Meiyun Wang
- Department of Radiology, Zhengzhou University People's Hospital, Henan Provincial People's Hospital and Henan University People's Hospital, Zhengzhou, China
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Song JW, Pavlou A, Xiao J, Kasner SE, Fan Z, Messé SR. Vessel Wall Magnetic Resonance Imaging Biomarkers of Symptomatic Intracranial Atherosclerosis: A Meta-Analysis. Stroke 2020; 52:193-202. [PMID: 33370193 DOI: 10.1161/strokeaha.120.031480] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Intracranial atherosclerotic disease is a common cause of stroke worldwide. Intracranial vessel wall magnetic resonance imaging may be able to identify imaging biomarkers of symptomatic plaque. We performed a meta-analysis to evaluate the strength of association of imaging features of symptomatic plaque leading to downstream ischemic events. Effects on the strength of association were also assessed accounting for possible sources of bias and variability related to study design and magnetic resonance parameters. METHODS PubMed, Scopus, Web of Science, EMBASE, and Cochrane databases were searched up to October 2019. Two independent reviewers extracted data on study design, vessel wall magnetic resonance imaging techniques, and imaging end points. Per-lesion odds ratios (OR) were calculated and pooled using a bivariate random-effects model. Subgroup analyses, sensitivity analysis, and evaluation of publication bias were also performed. RESULTS Twenty-one articles met inclusion criteria (1750 lesions; 1542 subjects). Plaque enhancement (OR, 7.42 [95% CI, 3.35-16.43]), positive remodeling (OR, 5.60 [95% CI, 2.23-14.03]), T1 hyperintensity (OR, 2.05 [95% CI, 1.27-3.32]), and surface irregularity (OR, 4.50 [95% CI, 1.39-8.57]) were significantly associated with downstream ischemic events. T2 signal intensity was not significant (P=0.59). Plaque enhancement was significantly associated with downstream ischemic events in all subgroup analyses and showed stronger associations when measured in retrospectively designed studies (P=0.02), by a radiologist as a rater (P<0.001), and on lower vessel wall magnetic resonance imaging spatial resolution sequences (P=0.02). CONCLUSIONS Plaque enhancement, positive remodeling, T1 hyperintensity, and surface irregularity emerged as strong imaging biomarkers of symptomatic plaque in patients with ischemic events. Plaque enhancement remained significant accounting for sources of bias and variability in both study design and instrument. Future studies evaluating plaque enhancement as a predictive marker for stroke recurrence with larger sample sizes would be valuable.
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Affiliation(s)
- Jae W Song
- Departments of Radiology (J.W.S., A.P.), Hospital of the University of Pennsylvania, Philadelphia
| | - Athanasios Pavlou
- Departments of Radiology (J.W.S., A.P.), Hospital of the University of Pennsylvania, Philadelphia
| | - Jiayu Xiao
- Department of Biomedical Sciences, Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA (J.X., Z.F.)
| | - Scott E Kasner
- Neurology (S.E.K., S.R.M.), Hospital of the University of Pennsylvania, Philadelphia
| | - Zhaoyang Fan
- Department of Biomedical Sciences, Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA (J.X., Z.F.)
| | - Steven R Messé
- Neurology (S.E.K., S.R.M.), Hospital of the University of Pennsylvania, Philadelphia
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Shao Q, Li Q, Wu Q, Li T, Li L, Chang K. Comparison of 3D T1-SPACE and DSA in evaluation of intracranial in-stent restenosis. Br J Radiol 2020; 94:20190950. [PMID: 33259233 DOI: 10.1259/bjr.20190950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE In-stent restenosis (ISR) after stenting for intracranial stenosis is a significant issue. This study aimed to evaluate the usefulness of the 3D T1-SPACE technique in the follow-up of patients after stent implantation. METHODS Fifteen patients with intracranial arterial stenosis were prospectively enrolled 6-8 months after stenting. Digital subtraction angiography (DSA) and 3D T1-SPACE imaging were performed to evaluate the degree of stenosis and the enhancement of the vessel wall. Bland-Altman plots were used to assess the agreement between the two imaging methods, and the Pearson correlation coefficient was calculated as a measure of the linear correlation. RESULTS Eight Enterprise stents and seven Wingspan stents were used in 15 patients. The follow-up DSA after 6-8 months showed that the degree of stenosis was 40% (range, 30-72%), and ISR occurred in 4 of 15 (26.7%) lesions. The degree of stenosis assessed using the 3D T1-SPACE imaging technique was 35% (range, 30-75%). All four patients with ISR demonstrated significant enhancement. The Pearson correlation coefficient between the two methods was 0.959 (p < 0.05), and the Bland-Altman plot showed that all data points were within the consistency limits ([Formula: see text] ± 1.96 s). CONCLUSION As a non-invasive imaging modality, 3D T1-SPACE showed great consistency with DSA in measuring the degree of stenosis after intracranial stenting. It may be used as an optional method for detecting ISR. ADVANCES IN KNOWLEDGE This study evaluated the usefulness of 3D T1-SPACE technique in the follow-up of patients after stent implantation, which could be used as an optional and non-invasive method in detection of in-stent restenosis.
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Affiliation(s)
- Qiuji Shao
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Qiang Li
- Department of Radiology, Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Qiaowei Wu
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Tianxiao Li
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Li Li
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Kaitao Chang
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, China
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Lin GH, Song JX, Fu NX, Huang X, Lu HX. Quantitative and Qualitative Analysis of Atherosclerotic Stenosis in the Middle Cerebral Artery Using High-Resolution Magnetic Resonance Imaging. Can Assoc Radiol J 2020; 72:783-788. [PMID: 33023323 DOI: 10.1177/0846537120961312] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
PURPOSE We analyzed and compared the imaging characteristics of the vessel wall of the middle cerebral artery (MCA) in symptomatic and asymptomatic patients using a 3.0-T high-resolution magnetic resonance imaging (HR-MRI) protocol, including a 3-dimensional T1-sampling perfection with application-optimized contrasts using different flip angle evolutions sequence. METHODS Fifty-three patients with atherosclerotic stenosis of the MCA underwent 3.0-T HR-MRI examinations. The characteristics of atherosclerotic plaques in 53 patients (28 symptomatic, 25 asymptomatic) were analyzed, including plaque distribution and signal intensity. Plaque burden (PB), stenosis degree, and the remodeling index were measured and compared between symptomatic and asymptomatic patients. RESULTS The PB of the symptomatic group was significantly higher than that of the asymptomatic group (P = .006), and moderate-severe stenosis was more common (P = .01). The remodeling index of the symptomatic group was also lower (P = .015) and negative remodeling (NR) was more common (P = .043). Binary logistic regression analysis showed that stenosis degree was a risk factor in symptomatic patients (odds ratio = 135, P = .023). CONCLUSION There is a trend that some characteristics of plaques and vessels, including the moderate-severe stenosis, larger PB, and NR, were observed more frequently among patients with symptomatic atherosclerotic stenosis of the MCA than among asymptomatic patients.
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Affiliation(s)
- Guo-Hui Lin
- Department of Radiology, Shenzhen Bao'an People's Hospital, Shenzhen, Guangdong, China
| | - Jian-Xun Song
- Department of Radiology, Shenzhen Bao'an People's Hospital, Shenzhen, Guangdong, China.,Guangdong Medical University, Guangdong, China
| | - Nian-Xia Fu
- Department of Radiology, Shenzhen Bao'an People's Hospital, Shenzhen, Guangdong, China
| | - Xu Huang
- Department of Radiology, Shenzhen Bao'an People's Hospital, Shenzhen, Guangdong, China
| | - Hong-Xia Lu
- Department of Radiology, Shenzhen Bao'an People's Hospital, Shenzhen, Guangdong, China
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Song JW, Pavlou A, Burke MP, Shou H, Atsina KB, Xiao J, Loevner LA, Mankoff D, Fan Z, Kasner SE. Imaging endpoints of intracranial atherosclerosis using vessel wall MR imaging: a systematic review. Neuroradiology 2020; 63:847-856. [PMID: 33029735 DOI: 10.1007/s00234-020-02575-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 09/29/2020] [Indexed: 11/30/2022]
Abstract
PURPOSE The vessel wall MR imaging (VWI) literature was systematically reviewed to assess the criteria and measurement methods of VWI-related imaging endpoints for symptomatic intracranial plaque in patients with ischemic events. METHODS PubMed, Scopus, Web of Science, EMBASE, and Cochrane databases were searched up to October 2019. Two independent reviewers extracted data from 47 studies. A modified Guideline for Reporting Reliability and Agreement Studies was used to assess completeness of reporting. RESULTS The specific VWI-pulse sequence used to identify plaque was reported in 51% of studies. A VWI-based criterion to define plaque was reported in 38% of studies. A definition for culprit plaque was reported in 40% of studies. Frequently scored qualitative imaging endpoints were plaque quadrant (21%) and enhancement (21%). Frequently measured quantitative imaging endpoints were stenosis (19%), lumen area (15%), and remodeling index (14%). Reproducibility for all endpoints ranged from good to excellent (range: ICCT1 hyperintensity = 0.451 to ICCstenosis = 0.983). However, rater specialty and years of experience varied among studies. CONCLUSIONS Investigators are using different criteria to identify and measure VWI-imaging endpoints for culprit intracranial plaque. Early awareness of these differences to address methods of acquisition and measurement will help focus research resources and efforts in technique optimization and measurement reproducibility. Consensual definitions to detect plaque will be important to develop automatic lesion detection tools particularly in the era of radiomics.
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Affiliation(s)
- Jae W Song
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA.
| | - Athanasios Pavlou
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Morgan P Burke
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Haochang Shou
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Kofi-Buaku Atsina
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Jiayu Xiao
- Department of Biomedical Sciences, Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Laurie A Loevner
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - David Mankoff
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Zhaoyang Fan
- Department of Biomedical Sciences, Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Scott E Kasner
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
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Liu S, Tang R, Xie W, Chai S, Zhang Q, Luo Y, Guo Y, Chai C, Huang L, Zheng M, Zhu J, Chang B, Yang Q, Jin S, Fan Z, Xia S. Plaque characteristics and hemodynamics contribute to neurological impairment in patients with ischemic stroke and transient ischemic attack. Eur Radiol 2020; 31:2062-2072. [PMID: 32997174 DOI: 10.1007/s00330-020-07327-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/31/2020] [Accepted: 09/18/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVES We aimed to investigate differential characteristics of plaque in the middle cerebral artery (MCA) and hemodynamics in patients with ischemic stroke and transient ischemic attack (TIA), and to develop a predictive model for the presence of ischemic stroke and neurological impairment. METHODS Sixty-seven patients with acute ischemic events in MCA territory who underwent high-resolution vessel wall imaging between September 2016 and August 2018 were reviewed retrospectively. Patients were assigned to either the stroke group or TIA group, according to diffusion-weighted imaging and neurological examination. Plaque characteristics and anterograde score (AnS) were calculated. Tmax > 6.0-s volume was acquired by RApid Processing of perfusIon and Diffusion software. Multivariate logistic regression analysis and multiple linear regression analysis were performed to establish a predictive model for irreversible infarction occurrence and clinical severity. RESULTS Forty-five patients were assigned to the stroke group, and 22 were assigned to the TIA group. Plaque length, intraplaque hemorrhage (IPH), enhancement, AnS, and Tmax > 6.0-s volumes were significantly different between the two groups (p < 0.05). IPH and AnS were independent predictors for patients with stroke (p = 0.020 and 0.034, respectively). Tmax > 6.0-s volume, IPH, hypertension, and AnS were associated with high National Institutes of Health Stroke Scale (NIHSS) scores (all p < 0.05, R = 0.725, and adjusted R2 = 0.494). CONCLUSIONS IPH and AnS are useful in predicting stroke occurrence. Tmax > 6.0-s volume, IPH, hypertension, and AnS are associated with neurological impairment of the patients. KEY POINTS • Ischemic stroke and TIA patients have different plaque characteristics and hemodynamics. • Intraplaque hemorrhage and anterograde score have high diagnostic efficiency for ischemic stroke. • The combination of Tmax > 6.0-s volume, intraplaque hemorrhage, hypertension, and anterograde score can predict the National Institutes of Health Stroke Scale scores of patients.
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Affiliation(s)
- Song Liu
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Ruowei Tang
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Weiwei Xie
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Shengting Chai
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Qingqing Zhang
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Yu Luo
- Department of Radiology, Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, 200081, China
| | - Yu Guo
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Chao Chai
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Lixiang Huang
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China
| | - Meizhu Zheng
- Department of Radiology, Tianjin Third Central Hospital, Tianjin, 300170, China
| | - Jinxia Zhu
- MR Collaboration, Siemens Healthcare Ltd., Beijing, 100102, China
| | - Binge Chang
- Department of Neurosurgery, Tianjin First Central Hospital, Tianjin, 300192, China
| | - Qi Yang
- Department of Radiology, Beijing Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
| | - Song Jin
- Department of Radiology, Tianjin Huanhu Hospital, Tianjin, 300350, China
| | - Zhaoyang Fan
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA
| | - Shuang Xia
- Department of Radiology, Tianjin First Central Hospital, No.24 Fukang Road, Nankai District, Tianjin, 300192, China.
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Plaque characteristics of middle cerebral artery assessed using strategically acquired gradient echo (STAGE) and vessel wall MR contribute to misery downstream perfusion in patients with intracranial atherosclerosis. Eur Radiol 2020; 31:65-75. [PMID: 32740814 DOI: 10.1007/s00330-020-07055-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 04/21/2020] [Accepted: 06/30/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES To assess plaque vulnerability of the middle cerebral artery (MCA) using strategically acquired gradient echo (STAGE) versus high-resolution vessel wall MRI (hr-vwMRI), and explore the relationship between plaque characteristics and misery downstream perfusion. METHODS Ninety-one patients with single MCA atherosclerotic plaques underwent STAGE and hr-vwMRI were categorized into a group with misery perfusion and a group without based on the Alberta Stroke Program Early CT score (MTT-ASPECTS) with a threshold of 6. Plaque characteristics including inner lumen area (IWA), susceptibility, presence of hyperintensity within plaque (HIP), surface irregularity, stenosis degree, remodeling index, lipid ratio, and enhancement grade were compared between the two groups. The vulnerability of each plaque was retrospectively assessed on both STAGE and hr-vwMRI according to the combination of plaque features. Logistic regression analysis and ROC curve were performed to evaluate the effect of plaque characteristics on the presence of misery perfusion. RESULTS Taking hr-vwMRI as the reference, STAGE showed good efficiency in detecting vulnerable plaques. Patients with misery perfusion had less IWA, higher stenosis degree, more irregular surface and HIP, higher enhancement grade, and susceptibility (p < 0.01 for all). Higher susceptibility and stenosis degree were independent predictors for the occurrence of misery perfusion (p = 0.025, p = 0.048). The AUC was 0.900 for the combination of the two variables. CONCLUSION STAGE shows good efficiency to assess MCA plaque vulnerability versus hr-vwMRI. Plaque susceptibility evaluated using STAGE provides incremental value to predict misery perfusion combined with hr-vwMRI plaque features. KEY POINTS • STAGE has good efficiency in evaluating MCA plaque vulnerability versus hr-vwMRI. • Higher plaque susceptibility assessed using STAGE and higher grade luminal stenosis based on hr-vwMRI attribute to misery downstream perfusion. • STAGE provides incremental value on the understanding of plaque vulnerability in addition to conventional hr-vwMRI.
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25
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Song JW, Wasserman BA. Vessel wall MR imaging of intracranial atherosclerosis. Cardiovasc Diagn Ther 2020; 10:982-993. [PMID: 32968655 DOI: 10.21037/cdt-20-470] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Intracranial atherosclerotic disease (ICAD) is one of the most common causes of ischemic stroke worldwide. Along with high recurrent stroke risk from ICAD, its association with cognitive decline and dementia leads to a substantial decrease in quality of life and a high economic burden. Atherosclerotic lesions can range from slight wall thickening with plaques that are angiographically occult to severely stenotic lesions. Recent advances in intracranial high resolution vessel wall MR (VW-MR) imaging have enabled imaging beyond the lumen to characterize the vessel wall and its pathology. This technique has opened new avenues of research for identifying vulnerable plaque in the setting of acute ischemic stroke as well as assessing ICAD burden and its associations with its sequela, such as dementia. We now understand more about the intracranial arterial wall, its ability to remodel with disease and how we can use VW-MR to identify angiographically occult lesions and assess medical treatment responses, for example, to statin therapy. Our growing understanding of ICAD with intracranial VW-MR imaging can profoundly impact diagnosis, therapy, and prognosis for ischemic stroke with the possibility of lesion-based risk models to tailor and personalize treatment. In this review, we discuss the advantages of intracranial VW-MR imaging for ICAD, the potential of bioimaging markers to identify vulnerable intracranial plaque, and future directions of artificial intelligence and its utility for lesion scoring and assessment.
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Affiliation(s)
- Jae W Song
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
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26
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Ge X, Zhao H, Zhou Z, Li X, Sun B, Wu H, Wan J, Xu J, Villablanca JP, Liu X. Association of Fractional Flow on 3D-TOF-MRA with Cerebral Perfusion in Patients with MCA Stenosis. AJNR Am J Neuroradiol 2019; 40:1124-1131. [PMID: 31196857 DOI: 10.3174/ajnr.a6095] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 05/03/2019] [Indexed: 01/13/2023]
Abstract
BACKGROUND AND PURPOSE Fractional flow measured on 3D-TOF-MRA was proposed to quantify cerebral hemodynamic changes in patients with artery stenosis. We investigated the association between fractional flow and cerebral perfusion changes in patients with symptomatic MCA stenosis. MATERIALS AND METHODS This prospective study was approved by the institutional review board, and all participants provided written informed consent. From June 2015 to May 2018, four hundred twenty-nine patients with symptomatic intracranial arterial stenosis were consecutively recruited and underwent conventional brain MR imaging, 3D-TOF-MRA, and brain CTP. A total of 91 patients with unilateral M1 segment stenosis of the MCA and a stenosis degree of 50%∼99% were included in the analysis. Fractional flow was measured by comparing distal and proximal signal intensity changes across the stenosis on 3D-TOF-MRA. The cutoff value for fractional flow for discriminating between normal perfusion and hypoperfusion was obtained from the receiver operating characteristic curve. Associations between fractional flow and hypoperfusion were assessed using univariate and multivariate analyses. RESULTS The receiver operating characteristic curve showed a significant fractional flow threshold value at 0.90 (sensitivity, 70.1%; 95% CI, 55.9%-81.2%; specificity, 69.6%; 95% CI, 47.6%-84.1%). Participants with a fractional flow of ≤0.90 were independently associated with cerebral hypoperfusion downstream from the stenosis site (adjusted OR, 3.68; 95% CI, 1.63-11.62; P = .027). CONCLUSIONS Fractional flow measured on 3D-TOF-MRA may serve as a noninvasive and practical tool for determining the cerebral hypoperfusion in patents with symptomatic MCA stenosis.
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Affiliation(s)
- X Ge
- From the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
| | - H Zhao
- From the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
| | - Z Zhou
- From the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
| | - X Li
- From the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
| | - B Sun
- From the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
| | | | - J Wan
- Neurosurgery (J.W.), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - J Xu
- From the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
| | - J P Villablanca
- Department of Radiological Sciences and Neurosurgery (J.P.V.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - X Liu
- From the Departments of Radiology (X.G., H.Z., Z.Z., X. Li, B.S., J.X., X. Liu)
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27
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Lee HN, Ryu CW, Yun SJ. Vessel-Wall Magnetic Resonance Imaging of Intracranial Atherosclerotic Plaque and Ischemic Stroke: A Systematic Review and Meta-Analysis. Front Neurol 2018; 9:1032. [PMID: 30559708 PMCID: PMC6287366 DOI: 10.3389/fneur.2018.01032] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 11/16/2018] [Indexed: 01/25/2023] Open
Abstract
Introduction: Vessel-wall magnetic resonance imaging (MRI) has been suggested as a valuable tool for assessing intracranial arterial stenosis with additional diagnostic features. However, there is limited conclusive evidence on whether vessel-wall MR imaging of intracranial atherosclerotic plaques provides valuable information for predicting vulnerable lesions. We conducted this systematic review and meta-analysis to evaluate which characteristics of intracranial-plaque on vessel-wall MRI are markers of culprit lesions. Methods: The MEDLINE, EMBASE, and Cochrane Library of Clinical Trials databases were searched for studies reporting the association between vessel-wall MRI characteristics of intracranial plaque and corresponding stroke events. Odds ratios (ORs) for the prevalence of stroke with intracranial-plaque MRI characteristics were pooled in a meta-analysis using a random-effects model. Results: Twenty studies were included in this review. We found a significant association between plaque enhancement (OR, 10.09; 95% CI, 5.38-18.93), positive remodeling (OR, 6.19; 95% CI, 3.22-11.92), and plaque surface irregularity (OR, 3.94; 95% CI, 1.90-8.16) with stroke events. However, no significant difference was found for the presence of eccentricity (OR, 1.22; 95% CI, 0.51-2.91). Conclusion: Based on current evidence, intracranial plaque contrast enhancement, positive remodeling, and plaque irregularity on MRI are associated with increased risk of stroke events. Our findings support the design of future studies on intracranial-plaque MRI and decision making for the management of intracranial atherosclerotic plaques.
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Affiliation(s)
- Han Na Lee
- Department of Radiology, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - Chang-Woo Ryu
- Department of Radiology, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - Seong Jong Yun
- Department of Radiology, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
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