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Zhao M, Zhang L, Chen J, Gu S, Wu R, Jia C. Associations between carotid plaque shape, biomechanical parameters, and ischemic stroke in mild carotid stenosis with a single plaque. Ultrasonography 2024; 43:209-219. [PMID: 38644636 PMCID: PMC11079503 DOI: 10.14366/usg.24019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/17/2024] [Accepted: 04/02/2024] [Indexed: 04/23/2024] Open
Abstract
PURPOSE This cross-sectional cohort-comparison observational study investigated the value of high-frame-rate vector flow (V Flow) imaging for evaluating differences in carotid plaque shape and biomechanical parameters in patients with mild stenosis according to a recent history of ipsilateral ischemic stroke. METHODS The present study included 352 patients from February 2023 to October 2023, who were categorized as symptomatic or asymptomatic based on a history of recent ischemic stroke and ipsilateral ischemic lesions detected on head computed tomography or magnetic resonance imaging. A Mindray Resona R9 system was used for B-mode ultrasonography and V Flow imaging. The upstream and downstream surfaces of the plaques were examined at the carotid bifurcation for wall shear stress (WSS), oscillatory shear index (OSI), and turbulence index, which performed peri-plaque biomechanical condition. Multivariable logistic regression models were used to determine associations between plaque shape, V Flow parameters, and ischemic stroke. RESULTS Symptomatic patients exhibited higher WSS values for the upstream and downstream surfaces of carotid plaque, as well as higher OSI and turbulence index values for the downstream surface. Type Ⅲ plaques and higher WSS and OSI values for the downstream surface of the plaque were significantly associated with ischemic stroke. Type Ⅲ plaques were more prevalent in symptomatic patients and demonstrated much higher WSS and OSI values for the downstream plaque surface in both groups. CONCLUSION High-frame-rate V Flow imaging could assess peri-plaque biomechanical forces and may provide effective imaging biomarkers for early prediction of ischemic stroke in patients with mild stenosis.
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Affiliation(s)
- Man Zhao
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Luni Zhang
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Ultrasound, Shanghai General Hospital of Nanjing Medical University, Shanghai, China
| | - Jing Chen
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shiyao Gu
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rong Wu
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Caixia Jia
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Boswell-Patterson CA, Hétu MF, Pang SC, Herr JE, Zhou J, Jain S, Bambokian A, Johri AM. Novel theranostic approaches to neovascularized atherosclerotic plaques. Atherosclerosis 2023; 374:1-10. [PMID: 37149970 DOI: 10.1016/j.atherosclerosis.2023.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 04/05/2023] [Accepted: 04/17/2023] [Indexed: 05/09/2023]
Abstract
As the global burden of atherosclerotic cardiovascular disease continues to rise, there is an increased demand for improved imaging techniques for earlier detection of atherosclerotic plaques and new therapeutic targets. Plaque lesions, vulnerable to rupture and thrombosis, are thought to be responsible for the majority of cardiovascular events, and are characterized by a large lipid core, a thin fibrous cap, and neovascularization. In addition to supplying the plaque core with increased inflammatory factors, these pathological neovessels are tortuous and leaky, further increasing the risk of intraplaque hemorrhage. Clinically, plaque neovascularization has been shown to be a significant and independent predictor of adverse cardiovascular outcomes. Microvessels can be detected through contrast-enhanced ultrasound (CEUS) imaging, however, clinical assessment in vivo is generally limited to qualitative measures of plaque neovascularization. There is no validated standard for quantitative assessment of the microvessel networks found in plaques. Advances in our understanding of the pathological mechanisms underlying plaque neovascularization and its significant role in the morbidity and mortality associated with atherosclerosis have made it an attractive area of research in translational medicine. Current areas of research include the development of novel therapeutic and diagnostic agents to target plaque neovascularization stabilization. With recent progress in nanotechnology, nanoparticles have been investigated for their ability to specifically target neovascularization. Contrast microbubbles have been similarly engineered to carry loads of therapeutic agents and can be visualized using CEUS. This review summarizes the pathogenesis, diagnosis, clinical significance of neovascularization, and importantly the emerging areas of theranostic tool development.
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Affiliation(s)
| | - Marie-France Hétu
- Department of Medicine, Cardiovascular Imaging Network at Queen's (CINQ), Queen's University, Canada
| | - Stephen C Pang
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Canada
| | - Julia E Herr
- Department of Medicine, Cardiovascular Imaging Network at Queen's (CINQ), Queen's University, Canada
| | - Jianhua Zhou
- Department of Biomedical Engineering, Sun Yat-sen University, Guangzhou, China
| | - Shagun Jain
- Department of Medicine, Cardiovascular Imaging Network at Queen's (CINQ), Queen's University, Canada
| | - Alexander Bambokian
- Department of Medicine, Cardiovascular Imaging Network at Queen's (CINQ), Queen's University, Canada
| | - Amer M Johri
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Canada; Department of Medicine, Cardiovascular Imaging Network at Queen's (CINQ), Queen's University, Canada.
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Guo Y, Yang Y, Cao F, Liu Y, Li W, Yang C, Feng M, Luo Y, Cheng L, Li Q, Zeng X, Miao X, Li L, Qiu W, Kang Y. Radiomics features of DSC-PWI in time dimension may provide a new chance to identify ischemic stroke. Front Neurol 2022; 13:889090. [DOI: 10.3389/fneur.2022.889090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 08/25/2022] [Indexed: 11/06/2022] Open
Abstract
Ischemic stroke has become a severe disease endangering human life. However, few studies have analyzed the radiomics features that are of great clinical significance for the diagnosis, treatment, and prognosis of patients with ischemic stroke. Due to sufficient cerebral blood flow information in dynamic susceptibility contrast perfusion-weighted imaging (DSC-PWI) images, this study aims to find the critical features hidden in DSC-PWI images to characterize hypoperfusion areas (HA) and normal areas (NA). This study retrospectively analyzed 80 DSC-PWI data of 56 patients with ischemic stroke from 2013 to 2016. For exploring features in HA and NA,13 feature sets (Fmethod) were obtained from different feature selection algorithms. Furthermore, these 13 Fmethod were validated in identifying HA and NA and distinguishing the proportion of ischemic lesions in brain tissue. In identifying HA and NA, the composite score (CS) of the 13 Fmethod ranged from 0.624 to 0.925. FLasso in the 13 Fmethod achieved the best performance with mAcc of 0.958, mPre of 0.96, mAuc of 0.982, mF1 of 0.959, and mRecall of 0.96. As to classifying the proportion of the ischemic region, the best CS was 0.786, with Acc of 0.888 and Pre of 0.863. The classification ability was relatively stable when the reference threshold (RT) was <0.25. Otherwise, when RT was >0.25, the performance will gradually decrease as its increases. These results showed that radiomics features extracted from the Lasso algorithms could accurately reflect cerebral blood flow changes and classify HA and NA. Besides, In the event of ischemic stroke, the ability of radiomics features to distinguish the proportion of ischemic areas needs to be improved. Further research should be conducted on feature engineering, model optimization, and the universality of the algorithms in the future.
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LncRNA Meg3 promotes oxygen and glucose deprivation injury by decreasing angiogenesis in hBMECs by targeting the miR‑122‑5p/NDRG3 axis. Exp Ther Med 2022; 24:622. [PMID: 36160904 PMCID: PMC9468836 DOI: 10.3892/etm.2022.11559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 07/22/2022] [Indexed: 11/22/2022] Open
Abstract
Oxygen-glucose deprivation (OGD) is widely used as an in vitro model for stroke. The present study aimed to explore the mechanisms of action of long non-coding RNA (lncRNA) maternally expressed gene 3 (Meg3) in angiogenesis following OGD. The human brain microvascular endothelial cell line, hCMEC/D3, was used to establish the OGD model. lncRNA Meg3 was highly expressed in hCMEC/D3 cells subjected to OGD. Furthermore, it was found that the overexpression of lncRNA Meg3 decreased the proliferation, migration and angiogenesis of hCMEC/D3 cells subjected to OGD, and increased cell apoptosis. Meg3 silencing exerted the opposite effects. Subsequently, lncRNA Meg3 increased the expression of NDRG family member 3 (NDRG3) by directly binding to miR-122-5p. The overexpression of miR-122-5p and the knockdown of NDRG3 reversed the inhibitory effects of Meg3 overexpression on the proliferation, migration and angiogenesis of hCMEC/D3 cells subjected to OGD, as well as the promoting effects of Meg3 overexpression on cell apoptosis. The present study demonstrated that lncRNA Meg3 functions as a competing endogenous RNA by targeting the miR-122-5p/NDRG3 axis in regulating OGD injury.
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Guo Y, Yang Y, Cao F, Li W, Wang M, Luo Y, Guo J, Zaman A, Zeng X, Miu X, Li L, Qiu W, Kang Y. Novel Survival Features Generated by Clinical Text Information and Radiomics Features May Improve the Prediction of Ischemic Stroke Outcome. Diagnostics (Basel) 2022; 12:1664. [PMID: 35885568 PMCID: PMC9324145 DOI: 10.3390/diagnostics12071664] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/17/2022] [Accepted: 07/05/2022] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Accurate outcome prediction is of great clinical significance in customizing personalized treatment plans, reducing the situation of poor recovery, and objectively and accurately evaluating the treatment effect. This study intended to evaluate the performance of clinical text information (CTI), radiomics features, and survival features (SurvF) for predicting functional outcomes of patients with ischemic stroke. METHODS SurvF was constructed based on CTI and mRS radiomics features (mRSRF) to improve the prediction of the functional outcome in 3 months (90-day mRS). Ten machine learning models predicted functional outcomes in three situations (2-category, 4-category, and 7-category) using seven feature groups constructed by CTI, mRSRF, and SurvF. RESULTS For 2-category, ALL (CTI + mRSRF+ SurvF) performed best, with an mAUC of 0.884, mAcc of 0.864, mPre of 0.877, mF1 of 0.86, and mRecall of 0.864. For 4-category, ALL also achieved the best mAuc of 0.787, while CTI + SurvF achieved the best score with mAcc = 0.611, mPre = 0.622, mF1 = 0.595, and mRe-call = 0.611. For 7-category, CTI + SurvF performed best, with an mAuc of 0.788, mPre of 0.519, mAcc of 0.529, mF1 of 0.495, and mRecall of 0.47. CONCLUSIONS The above results indicate that mRSRF + CTI can accurately predict functional outcomes in ischemic stroke patients with proper machine learning models. Moreover, combining SurvF will improve the prediction effect compared with the original features. However, limited by the small sample size, further validation on larger and more varied datasets is necessary.
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Affiliation(s)
- Yingwei Guo
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China; (Y.G.); (Y.Y.); (F.C.); (X.M.)
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
| | - Yingjian Yang
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China; (Y.G.); (Y.Y.); (F.C.); (X.M.)
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
| | - Fengqiu Cao
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China; (Y.G.); (Y.Y.); (F.C.); (X.M.)
| | - Wei Li
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
| | - Mingming Wang
- Department of Radiology, Shanghai Fourth People’s Hospital Affiliated to Tongji University School of Medicine, Shanghai 200434, China;
| | - Yu Luo
- Department of Radiology, Shanghai Fourth People’s Hospital Affiliated to Tongji University School of Medicine, Shanghai 200434, China;
| | - Jia Guo
- Department of Psychiatry, Columbia University, New York, NY 10027, USA;
| | - Asim Zaman
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
- Engineering Research Centre of Medical Imaging and Intelligent Analysis, Ministry of Education, Shenyang 110169, China
| | - Xueqiang Zeng
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
- Engineering Research Centre of Medical Imaging and Intelligent Analysis, Ministry of Education, Shenyang 110169, China
| | - Xiaoqiang Miu
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China; (Y.G.); (Y.Y.); (F.C.); (X.M.)
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
| | - Longyu Li
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
| | - Weiyan Qiu
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
| | - Yan Kang
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China; (Y.G.); (Y.Y.); (F.C.); (X.M.)
- College of Health Science and Environmental Engineering, Shenzhen Technology University, Shenzhen 518118, China; (W.L.); (A.Z.); (X.Z.); (L.L.); (W.Q.)
- Engineering Research Centre of Medical Imaging and Intelligent Analysis, Ministry of Education, Shenyang 110169, China
- School of Applied Technology, Shenzhen University, Shenzhen 518060, China
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Tang K, Liu M, Zhu Y, Zhang M, Niu C. The clinical application of ultrasonography with superb microvascular imaging-a review. JOURNAL OF CLINICAL ULTRASOUND : JCU 2022; 50:721-732. [PMID: 35358353 DOI: 10.1002/jcu.23210] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 03/19/2022] [Accepted: 03/22/2022] [Indexed: 06/14/2023]
Abstract
Superb microvascular imaging (SMI) is among the latest doppler ultrasound methods. It uses an advanced clutter filter to eliminate artifacts caused by breathing, movement and retains the low-speed blood signals in microvessels. The great advantage of SMI is that it can intuitively detect very slow blood signals in microvessels, providing clinicians with more significant information about flow distribution in the target area. Therefore, it is speculated that SMI has important application value. The purpose of this article is to outline the application of SMI in different parts of the body.
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Affiliation(s)
- Kui Tang
- Department of Ultrasound Diagnosis, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Minghui Liu
- Department of Ultrasound Diagnosis, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yun Zhu
- Department of Ultrasound Imaging, The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Ming Zhang
- Department of Ultrasound Diagnosis, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chengcheng Niu
- Department of Ultrasound Diagnosis, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
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Dong S, Hou J, Zhang C, Lu G, Qin W, Huang L, Zhou G. Diagnostic Performance of Atherosclerotic Carotid Plaque Neovascularization with Contrast-Enhanced Ultrasound: A Meta-Analysis. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:7531624. [PMID: 35295205 PMCID: PMC8920645 DOI: 10.1155/2022/7531624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 01/12/2022] [Accepted: 01/15/2022] [Indexed: 11/18/2022]
Abstract
Objectives To evaluate the diagnostic performance of contrast-enhanced ultrasound (CEUS) for atherosclerotic carotid plaque neovascularization. Methods The electronic databases like PubMed, Embase, OVID, and Web of Science were used to search for the relevant studies, which are involved in the evaluation of the diagnostic parameters of QUS for atherosclerotic carotid plaque neovascularization. Review Manager 5.4 and Stata 14.0 were used to estimate the pooled diagnostic value of CEUS. Forest plots, sensitivity analysis, and Deeks' funnel plots were performed on the included studies. Results Ten studies eventually met the final inclusion criteria. For diagnostic performance, CUES showed that the pooled values of sensitivity, specificity, positive likelihood odds ratios, negative likelihood odds ratios, and diagnostic odds ratios were 0.83 (95% CI 0.78-0.86), 0.77 (95% CI 0.68-0.84), 3.61 (95% CI 2.59-5.03), 0.23 (95% CI 0.18-0.28), and 16.02 (95% CI 10.02-25.60), respectively. The estimate of the area under curve (AUC) was 0.85 (95% CI 0.82-0.88). Conclusion Our research supported that CEUS had high sensitivity and specificity in the diagnosis of atherosclerotic carotid plaque neovascularization. More high-quality prospective multicenter studies focusing on the accuracy of CEUS for carotid atherosclerotic plaque should be performed to verify our conclusions.
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Affiliation(s)
- Shanshan Dong
- Department of Function, First Affiliated Hospital, School of Medical, Shihezi University, Shihezi, Xinjiang 832000, China
| | - Jianzhong Hou
- Department of General Surgery, First Affiliated Hospital, School of Medical, Shihezi University, Shihezi, Xinjiang 832000, China
| | - Caiyun Zhang
- Department of Function, First Affiliated Hospital, School of Medical, Shihezi University, Shihezi, Xinjiang 832000, China
| | - Guilin Lu
- Department of Function, First Affiliated Hospital, School of Medical, Shihezi University, Shihezi, Xinjiang 832000, China
| | - Wenjuan Qin
- Department of Function, First Affiliated Hospital, School of Medical, Shihezi University, Shihezi, Xinjiang 832000, China
| | - Lei Huang
- Department of Function, First Affiliated Hospital, School of Medical, Shihezi University, Shihezi, Xinjiang 832000, China
| | - Guangqin Zhou
- Department of Function, First Affiliated Hospital, School of Medical, Shihezi University, Shihezi, Xinjiang 832000, China
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Tsivgoulis G, Safouris A, Alexandrov AV. Ultrasonography. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.00046-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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9
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Kamtchum-Tatuene J, Noubiap JJ, Wilman AH, Saqqur M, Shuaib A, Jickling GC. Prevalence of High-risk Plaques and Risk of Stroke in Patients With Asymptomatic Carotid Stenosis: A Meta-analysis. JAMA Neurol 2021; 77:1524-1535. [PMID: 32744595 DOI: 10.1001/jamaneurol.2020.2658] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Importance There is an ongoing debate regarding the management of asymptomatic carotid stenosis. Previous studies have reported imaging features of high-risk plaques that could help to optimize the risk-benefit ratio of revascularization. However, such studies have not provided an accurate estimate of the prevalence of high-risk plaques and the associated annual incidence of ipsilateral ischemic cerebrovascular events to inform the design of clinical trials using a risk-oriented selection of patients before randomization. Objective To assess the relevance and feasibility of risk-oriented selection of patients for revascularization. Data Sources A systematic search of PubMed and Ovid Embase from database inception to July 31, 2019, was performed. Study Selection Prospective observational studies that reported prevalence of high-risk plaques and incidence of ipsilateral ischemic cerebrovascular events were included. Data Extraction and Synthesis Aggregated data were pooled using random-effects meta-analysis. Data were analyzed from December 16, 2019, to January 15, 2020. Main Outcomes and Measures Prevalence of high-risk plaques and annual incidence of ipsilateral ischemic events. Results Overall, 64 studies enrolling 20 751 participants aged 29 to 95 years (mean age range, 55.0-76.5 years; proportion of men, 45%-87%) were included in the meta-analysis. Among all participants, the pooled prevalence of high-risk plaques was 26.5% (95% CI, 22.9%-30.3%). The most prevalent high-risk plaque features were neovascularization (43.4%; 95% CI, 31.4%-55.8%) in 785 participants, echolucency (42.3%; 95% CI, 32.2%-52.8%) in 12 364 participants, and lipid-rich necrotic core (36.3%; 95% CI, 27.7%-45.2%) in 3728 participants. The overall incidence of ipsilateral ischemic cerebrovascular events was 3.2 events per 100 person-years (22 cohorts with 10 381 participants; mean follow-up period, 2.8 years; range, 0.7-6.5 years). The incidence of ipsilateral ischemic cerebrovascular events was higher in patients with high-risk plaques (4.3 events per 100 person-years; 95% CI, 2.5-6.5 events per 100 person-years) than in those without high-risk plaques (1.2 events per 100 person-years; 95% CI, 0.6-1.8 events per 100 person-years), with an odds ratio of 3.0 (95% CI, 2.1-4.3; I2 = 48.8%). In studies focusing on severe stenosis (9 cohorts with 2128 participants; mean follow-up period, 2.8 years; range, 1.4-6.5 years), the incidence of ipsilateral ischemic cerebrovascular events was 3.7 events per 100 person-years (95% CI, 1.9-6.0 events per 100 person-years). The incidence of ipsilateral ischemic cerebrovascular events was also higher in patients with high-risk plaques (7.3 events per 100 person-years; 95% CI, 2.0-15.0 events per 100 person-years) than in those without high-risk plaques (1.7 events per 100 person-years; 95% CI, 0.6-3.3 events per 100 person-years), with an odds ratio of 3.2 (95% CI, 1.7-5.9; I2 = 39.6%). Conclusions and Relevance High-risk plaques are common in patients with asymptomatic carotid stenosis, and the associated risk of an ipsilateral ischemic cerebrovascular event is higher than the currently accepted estimates. Extension of routine assessment of asymptomatic carotid stenosis beyond the grade of stenosis may help improve risk stratification and optimize therapy.
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Affiliation(s)
- Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jean Jacques Noubiap
- Centre for Heart Rhythm Disorders, South Australian Health and Medical Research Institute, Royal Adelaide Hospital, The University of Adelaide, Adelaide, South Australia, Australia
| | - Alan H Wilman
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Maher Saqqur
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Ashfaq Shuaib
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Glen C Jickling
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
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Boswell-Patterson CA, Hétu MF, Kearney A, Pang SC, Tse MY, Herr JE, Spence M, Zhou J, Johri AM. Vascularized Carotid Atherosclerotic Plaque Models for the Validation of Novel Methods of Quantifying Intraplaque Neovascularization. J Am Soc Echocardiogr 2021; 34:1184-1194. [PMID: 34129920 DOI: 10.1016/j.echo.2021.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 06/04/2021] [Accepted: 06/04/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Intraplaque neovascularization (IPN) in advanced lesions of the carotid artery has been linked to plaque progression and risk of rupture. Quantitative measurement of IPN may provide a more powerful tool for the detection of such "vulnerable" plaque than the current visual scoring method. The aim of this study was to develop a phantom platform of a neovascularized atherosclerotic plaque within a carotid artery to assess new methods of quantifying IPN. METHODS Ninety-two synthetic plaque models with various IPN architectures representing different ranges of IPN scoring were created and assessed using contrast-enhanced ultrasound. Intraplaque neovascularization volume was calculated from contrast infiltration in B mode. The plaque models were used to develop a testing platform for IPN quantification. A neovascularized enhancement ratio (NER) was calculated using commercially available software. The plaque model NERs were then compared to human plaque NERs (n = 42) to assess score relationship. Parametric mapping of dynamic intensity over time was used to differentiate IPN from calcified plaque regions. RESULTS A positive correlation between NER and IPN volume (rho = 0.45; P < .0001) was found in the plaque models. Enhancement of certain plaque model types showed that they resembled human plaques, with visual grade scores of 0 (NER mean difference = 1.05 ± SE 2.45; P = .67), 1 (NER mean difference = 0.22 ± SE 3.26; P = .95), and 2 (NER mean difference = -0.84 ± SE 3.33; P = .80). An optimal cutoff for NER (0.355) identified grade 2 human plaques with a sensitivity of 95% and specificity of 91%. CONCLUSIONS We developed a carotid artery model of neovascularized plaque and established a quantitative method for IPN using commercially available technology. We also developed an analysis method to quantify IPN in calcified plaques. This novel tool has the potential to improve clinical identification of vulnerable plaques, providing objective measures of IPN for cardiovascular risk assessment.
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Affiliation(s)
| | - Marie-France Hétu
- Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Ontario, Canada
| | - Abigail Kearney
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Stephen C Pang
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - M Yat Tse
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Julia E Herr
- Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Ontario, Canada
| | - Michaela Spence
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Jianhua Zhou
- School of Biomedical Engineering, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Amer M Johri
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada; Department of Medicine, Cardiovascular Imaging Network at Queen's, Queen's University, Kingston, Ontario, Canada.
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Yan H, Wu X, He Y, Staub D, Wen X, Luo Y. Carotid Intraplaque Neovascularization on Contrast-Enhanced Ultrasound Correlates with Cardiovascular Events and Poor Prognosis: A Systematic Review and Meta-analysis. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 47:167-176. [PMID: 33213970 DOI: 10.1016/j.ultrasmedbio.2020.10.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 10/15/2020] [Accepted: 10/23/2020] [Indexed: 02/08/2023]
Abstract
The goal of this meta-analysis is to investigate whether carotid intraplaque neovascularization (IPN) on contrast-enhanced ultrasound (CEUS) correlates with past cardiovascular events (CVEs) and prognosis. The present meta-analysis included 22 studies involving 3232 patients. The pooled analysis revealed that the presence of IPN was significantly associated with a higher incidence of future CVEs (pooled relative risk = 3.28, 95% confidence interval [CI]: 2.28-4.73) and a lower event-free probability (pooled hazard ratio = 2.51, 95% CI: 1.48-4.27). The presence of IPN was significantly associated with higher rates of past cardiac events (odds ratio = 4.25, 95% CI: 2.48-7.29) and past cerebrovascular accidents (odds ratio = 4.83, 95% CI: 2.66-8.78). Our results suggest that carotid IPN on CEUS significantly correlates with past cardiac events and cerebrovascular accidents and can predict future CVEs. Carotid CEUS is useful in CVE risk stratification.
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Affiliation(s)
- Hualin Yan
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Xian Wu
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Ying He
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Daniel Staub
- Department of Angiology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Xiaorong Wen
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Yan Luo
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China.
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12
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Rafailidis V, Li X, Sidhu PS, Partovi S, Staub D. Contrast imaging ultrasound for the detection and characterization of carotid vulnerable plaque. Cardiovasc Diagn Ther 2020; 10:965-981. [PMID: 32968654 DOI: 10.21037/cdt.2020.01.08] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Not only the degree of luminal narrowing but also the plaque morphology and composition play an important role in risk stratification of carotid atherosclerotic lesions. During the last few years, carotid contrast-enhanced ultrasound (CEUS) has emerged as a valuable imaging tool to assess such vulnerable carotid plaques. This review article discussed the use of CEUS for the detection of carotid plaque irregularities and ulcerations as well as the quantification of intraplaque neovascularization and its correlation with histology and inflammatory biomarkers. Apart from evaluating for markers of vulnerable carotid plaques, CEUS enhancement is directly associated with past cerebrovascular events. More importantly, preliminary evidence has shown that CEUS could be used to predict future cerebrovascular and cardiovascular events. Despite the progress in CEUS imaging for carotid atherosclerotic disease, past studies still suffer from the retrospective nature, small sample size, and a lack of matched, well controlled prospective studies. In the future, large multi-center prospective studies addressing the relationship between CEUS findings and patient clinical outcomes in carotid atherosclerotic disease are warranted.
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Affiliation(s)
| | - Xin Li
- Department of Internal Medicine, University Hospital Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Paul S Sidhu
- Department of Radiology, King's College Hospital, London, UK
| | - Sasan Partovi
- Interventional Radiology Section, Imaging Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Daniel Staub
- Department of Angiology, University Hospital Basel, University of Basel, Basel, Switzerland
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13
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Baud JM, Stanciu D, Yeung J, Maurizot A, Chabay S, de Malherbe M, Chadenat ML, Bachelet D, Pico F. Contrast enhanced ultrasound of carotid plaque in acute ischemic stroke (CUSCAS study). Rev Neurol (Paris) 2020; 177:115-123. [PMID: 32653212 DOI: 10.1016/j.neurol.2020.03.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 03/17/2020] [Accepted: 03/18/2020] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Carotid atherosclerosis represents 8 to 15% of ischemic strokes in relation to the concept of "vulnerable" plaque. Contrast enhanced ultrasound (CEUS) can detect moving microbubbles within the plaque corresponding to neovessels that constitute "precursors" of vulnerable plaque and intraplaque hemorrhage. CEUS was not studied specifically in acute ischemic strokes. The aim of this study is to analyse the prevalence of CEUS carotid plaque ipsilateral at the ischemic stroke as well as the main characteristics of contrast-plaques. METHOD A single-centre prospective pilot study involving 33 consecutive patients with a stroke ≤10 days, diagnosed by an MRI with positive diffusion sequence and having a carotid plaque thickness ≥2.5mm with low or heterogeneous echogenicity, located in the ipsilateral carotid territory at the stroke. Plaque echogenicity was done by visual analysis and by measurement of the gray scale median (GSM). A transcranial Doppler monitoring was carried out in search of HITS. The contrast ultrasound was performed after 2.5 cc IV injection of SonoVue®. A video clip was recorded after injection which was used for interpretation by visual analysis in 3 grades, provided by two independent expert readers. RESULTS The population consisted of 10 women and 23 men aged 73 on average. The topography of strokes in the carotid territory was located on the right in 11 (33%) cases and on the left in 22 (67%) cases. Seventeen patients had carotid stenosis between 0 and 49% according to the Nascet method and 16 patients had stenosis of 50 to 99%. The visual characterisation of the plaques had echolucent dominance (Type 1-2) in 18 cases and echogenic dominance (Type 3-4a) in 15 cases. Cardiovascular risk factors were common with no difference by sex. The inter-observer agreement of plaque enhancement was moderate in first reading (k=0.48) and excellent at consensus (k=0.91). Only one disagreement was found. Contrast agent enhancement of carotid plaque was observed in 11/32 patients, representing a prevalence of 34.4% - CI95% [17.9-50.9]. Variables associated with contrast plaque included the absence of antiplatelet drug (63.6% vs. 23.8%, P=0.05) and the presence of a regular edge on the plaque (91% vs. 48%, P=0.04). There was no difference in contrast enhancement for stenosis>or<50% in diameter and neither for the type of plaque. CONCLUSION In a consecutive cohort of 33 patients, the prevalence of CEUS from an ipsilateral carotid plaque to a recent acute ischemic stroke was 34.4%. There was a statistically significant association between the contrast enhancement of the plaque and the absence of antiplatelet drug (P=0.05) and also the presence of a regular edge on the plaque (P=0.04). There was no correlation between plaque contrast and clinical and biological characteristics of patients or the presence of HITS.
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Affiliation(s)
- J M Baud
- Vascular Medicine Unit, centre hospitalier de Versailles, 177, rue de Versailles, 78150 Le Chesnay, France.
| | - D Stanciu
- Department of Neurology and stroke centre, centre hospitalier de Versailles, 78150 Le Chesnay, France
| | - J Yeung
- Department of Neurology and stroke centre, centre hospitalier de Versailles, 78150 Le Chesnay, France
| | - A Maurizot
- Vascular Medicine Unit, centre hospitalier de Versailles, 177, rue de Versailles, 78150 Le Chesnay, France
| | - S Chabay
- Vascular Medicine Unit, centre hospitalier de Versailles, 177, rue de Versailles, 78150 Le Chesnay, France
| | - M de Malherbe
- Department of Radiology, centre hospitalier de Versailles, 78150 Le Chesnay, France
| | - M-L Chadenat
- Department of Neurology and stroke centre, centre hospitalier de Versailles, 78150 Le Chesnay, France
| | - D Bachelet
- Direction of clinical research and innovation, centre hospitalier de Versailles, 78150 Le Chesnay, France
| | - F Pico
- Department of Neurology and stroke centre, centre hospitalier de Versailles, 78150 Le Chesnay, France; Versailles Saint-Quentin-en Yvelines university, 78000 Versailles, France
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14
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Schinkel AFL, Bosch JG, Staub D, Adam D, Feinstein SB. Contrast-Enhanced Ultrasound to Assess Carotid Intraplaque Neovascularization. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 46:466-478. [PMID: 31791553 DOI: 10.1016/j.ultrasmedbio.2019.10.020] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 10/25/2019] [Accepted: 10/28/2019] [Indexed: 06/10/2023]
Abstract
Contrast-enhanced ultrasound (CEUS) is increasingly being used to identify patients with carotid plaques that are vulnerable to rupture, so-called vulnerable atherosclerotic plaques, by assessment of intraplaque neovascularization. A complete overview of the strengths and limitations of carotid CEUS is currently not available. The aim of this systematic review was to provide a complete overview of existing publications on the role of CEUS in assessment of carotid intraplaque neovascularization. The systematic review of the literature yielded 52 studies including a total of 4660 patients (mean age: 66 y, 71% male) who underwent CEUS for the assessment of intraplaque neovascularization. The majority of the patients (76%) were asymptomatic and had no history of transient ischemic attack (TIA) or stroke. The assessment of intraplaque neovascularization was mostly performed using a visual scoring system; several studies used time-intensity curves or dedicated quantification software to optimize analysis. In 17 studies CEUS was performed in patients before carotid surgery (endarterectomy), allowing a comparison of pre-operative CEUS findings with histologic analysis of the tissue sample that is removed from the carotid artery. In a total of 576 patients, the CEUS findings were compared with histopathological analysis of the plaque after surgery. In 16 of the 17 studies, contrast enhancement was found to correlate with the presence and degree of intraplaque neovascularization on histology. Plaques with a larger amount of contrast enhancement had significantly increased density of microvessels in the corresponding region on histology. In conclusion, CEUS is a readily available imaging modality for the assessment of patients with carotid atherosclerosis, providing information on atherosclerotic plaques, such as ulceration and intraplaque neovascularization, which may be clinically relevant. The ultimate clinical goal is the early identification of carotid atherosclerosis to start early preventive therapy and prevent clinical complications such as TIA and stroke.
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Affiliation(s)
- Arend F L Schinkel
- Department of Cardiology, Thoraxcenter, Erasmus MC, Rotterdam, The Netherlands.
| | - Johan G Bosch
- Department of Biomedical Engineering, Thoraxcenter, Erasmus MC, Rotterdam, The Netherlands
| | - Daniel Staub
- Division of Angiology, Department of Internal Medicine, University Hospital Basel, Basel, Switzerland
| | - Dan Adam
- Biomedical Engineering, Israel Institute of Technology, Haifa, Israel
| | - Steven B Feinstein
- Section of Cardiology, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
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15
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Zamani M, Skagen K, Scott H, Lindberg B, Russell D, Skjelland M. Carotid Plaque Neovascularization Detected With Superb Microvascular Imaging Ultrasound Without Using Contrast Media. Stroke 2019; 50:3121-3127. [PMID: 31510899 DOI: 10.1161/strokeaha.119.025496] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Background and Purpose- A significant proportion of ischemic strokes are caused by emboli from unstable carotid artery plaques with intraplaque neovascularization (IPN) as a key feature of plaque instability. IPN is not detectable with conventional Doppler ultrasound. Contrast-enhanced ultrasound (CEUS) can visualize IPN, but its use is limited in clinical practice because it requires an intravenous injection of contrast. Superb microvascular imaging (SMI) without contrast uses an algorithm to remove clutter and motion wall artifacts while preserving low-velocity blood flow signals, enabling visualization of IPN. Our aim was to assess the feasibility of SMI for the detection of IPN. Methods- Thirty-one patients with >50% carotid stenosis were included: 22 patients were symptomatic and 9 asymptomatic. All patients underwent conventional carotid ultrasound, CEUS, SMI, and blood tests. CEUS and SMI findings were compared and correlated to histological plaque assessments after endarterectomy. Results- There was significant positive correlation between an IPN visual 5-level classification of SMI and a semiquantitative analysis of CEUS (P<0.001, r=0.911). Plaques with higher SMI grades had higher numbers of neovessels quantified at histology (P=0.041, r=0.460). Hypoechoic plaques had higher grades of IPN on both CEUS and SMI (P<0.001). Higher visual IPN counts on SMI were associated with (1) increased areas of inflammation (P=0.043, r=0.457), (2) combined rank scores of granulation tissue, inflammation and lipids (P=0.02, r=0.494) at histology, and (3) higher peak-intensity values on quantitative CEUS (P=0.042, r=0.514). Conclusions- SMI ultrasound can detect neovascularization with accuracy comparable to CEUS, suggesting SMI to be a promising noninvasive alternative to CEUS for the assessment of carotid plaque stability.
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Affiliation(s)
- Mahtab Zamani
- From the Department of Neurology (M.Z., K.S., D.R., M.S.), Oslo University Hospital, Rikshospitalet, Norway.,Institute of Clinical Medicine, University of Oslo, Norway (M.Z., K.S., H.S., D.R., M.S.)
| | - Karolina Skagen
- From the Department of Neurology (M.Z., K.S., D.R., M.S.), Oslo University Hospital, Rikshospitalet, Norway.,Institute of Clinical Medicine, University of Oslo, Norway (M.Z., K.S., H.S., D.R., M.S.)
| | - Helge Scott
- Department of Pathology (H.S.), Oslo University Hospital, Rikshospitalet, Norway.,Institute of Clinical Medicine, University of Oslo, Norway (M.Z., K.S., H.S., D.R., M.S.)
| | - Beate Lindberg
- Department of Cardiothoracic Surgery (B.L.), Oslo University Hospital, Rikshospitalet, Norway
| | - David Russell
- From the Department of Neurology (M.Z., K.S., D.R., M.S.), Oslo University Hospital, Rikshospitalet, Norway.,Institute of Clinical Medicine, University of Oslo, Norway (M.Z., K.S., H.S., D.R., M.S.)
| | - Mona Skjelland
- From the Department of Neurology (M.Z., K.S., D.R., M.S.), Oslo University Hospital, Rikshospitalet, Norway.,Institute of Clinical Medicine, University of Oslo, Norway (M.Z., K.S., H.S., D.R., M.S.)
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16
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Evdokimenko A, Chechetkin A, Druina L, Tanashyan M. Contrast-enhanced ultrasonography for assessing neovascularization of carotid atherosclerotic plaque. BULLETIN OF RUSSIAN STATE MEDICAL UNIVERSITY 2019. [DOI: 10.24075/brsmu.2019.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Neovascularization of a carotid atherosclerotic plaque (AP) is associated with an increased risk of stroke. Contrast-enhanced ultrasonography (CEUS) is a widely used method for imaging intraplaque neovascularization in vivo. Unfortunately, there are no standardized guidelines for CEUS interpretation. The aim of this study was to identify the most reliable method for CEUS-based assessment of AP neovascularization. Seventy-eight AP were removed during carotid endarterectomy in 73 patients, of whom 5 had AP on both sides, and examined morphologically. All patients underwent preoperative duplex scanning and CEUS; Sonovue was used as a contrast agent. AP neovascularization was assessed on a 4-grade visual scale and with 3 different quantitative methods using QLAB software. On the visual scale (method 1), poorly (37%) and moderately (51%) vascularized plaques were the most common. Quantitative analysis (data were presented as Me (Q1; Q3)) revealed that the number of blood vessels per 1 cm2 of the plaque (method 2) was 16 (10; 26), the ratio of the total vessel area to the plaque area (method 3) was 6% (3; 9), and AP ROI (method 4) was 2.6 dB (1.8; 4.1). Significant correlations were demonstrated between the results produced by method 2 and method 3 (р < 0.0001), method 3 and method 2 (p = 0.0006), and between pathomorphological findings and the results produced by methods 1–3, especially method 2 (p < 0.004). AP ROI brightness did not correlate with other results. The presence of hyperechoic components (calcifications) in AP dramatically reduced the reliability of US-based intraplaque neovascularization assessment. The most accurate CEUS-based quantitative method for assessing intraplaque neovascularization is estimation of blood vessel number per 1 cm2 of the plaque.
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Affiliation(s)
| | | | - L.D. Druina
- Research Center of Neurology, Moscow, Russia
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17
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Miura M, Yoshimura S, Yamada K, Kanamaru T, Matsumoto K, Shindo S, Uchida K, Shirakawa M, Kawasaki M, Ando Y. Presence of Plaque Neovascularization on Optical Frequency Domain Imaging Predicts Progression of Carotid Artery Stenosis. World Neurosurg 2019; 127:e330-e336. [DOI: 10.1016/j.wneu.2019.02.249] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 02/26/2019] [Accepted: 02/27/2019] [Indexed: 10/27/2022]
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18
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Yang DB, Zhou J, Feng L, Xu R, Wang YC. Value of superb micro-vascular imaging in predicting ischemic stroke in patients with carotid atherosclerotic plaques. World J Clin Cases 2019; 7:839-848. [PMID: 31024955 PMCID: PMC6473120 DOI: 10.12998/wjcc.v7.i7.839] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 03/14/2019] [Accepted: 03/16/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Unstable carotid atherosclerotic plaques are prone to cause ischemic stroke. Contrast-enhanced ultrasound (CEUS) is the primary method of assessing plaque stability, but CEUS cannot be a method for screening for unstable plaque. The emergence of superb micro-vascular imaging (SMI) offers the possibility of clinically screening for unstable plaque
AIM To investigate the value of SMI in predicting ischemic stroke in patients with carotid atherosclerotic plaques.
METHODS Patients with carotid atherosclerotic plaques (luminal stenosis of 50%-70%) were enrolled into the present study. All patients received conservative medication. The patient's clinical baseline data, serological data, CEUS and SMI data were analyzed. All patients underwent a 3-year follow-up. The follow-up endpoint was the occurrence of ischemic stroke and patients were divided into stroke group and non-stroke group according to whether the prognosis occurred or not. Subsequently, the difference in clinical data was compared, the correlation of SMI and CEUS was analyzed, and multiple Cox regression and receiver operating characteristic curve were applied to investigate the value of SMI and CEUS in predicting cerebral arterial thrombosis in three years.
RESULTS In this study, 43 patients were enrolled in the stroke group and 82 patients were enrolled in the non-stroke group. Cox regression revealed that SMI level (P = 0.013) and enhancement intensity (P = 0.032) were the independent factors influencing ischemic stroke. There was a positive correlation between SMI level and enhancement intensity (r = 0.737, P = 0.000). The area under curve of SMI level predicting ischemic stroke was 0.878. The best diagnostic point was ≥ level II, and its sensitivity and specificity was 86.05% and 79.27%. The area under curve of enhancement intensity predicting ischemic stroke was 0.890. The best diagnostic point was 9.92 db, and its sensitivity and specificity was 88.37% and 89.02%. As the SMI level gradually increased, the incidence of ischemic stroke increased gradually (X2 = 108.931, P = 0.000).
CONCLUSION SMI can be used as a non-invasive method of screening for unstable plaques and may help prevent ischemic stroke.
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Affiliation(s)
- De-Bin Yang
- Department of Ultrasonic Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai 201800, China
| | - Jie Zhou
- Department of Ultrasonic Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai 201800, China
| | - Lan Feng
- Department of Ultrasonic Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai 201800, China
| | - Rong Xu
- Department of Ultrasonic Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai 201800, China
| | - Ying-Chun Wang
- Department of Ultrasonic Imaging, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai 201800, China
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19
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Belov YV, Sinyavin GV, Barinov EV, Grabuzdov AM. [Contrast-enhanced ultrasonography as the most perspective diagnostic method for unstable atherosclerotic plaque of carotid artery]. Khirurgiia (Mosk) 2018:52-56. [PMID: 30307422 DOI: 10.17116/hirurgia2018090152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Problem of internal carotid artery disease diagnosis appears to be crucial today. Complications of this pathology are strokes and transient ischemic attacks. There is no technology for their prediction or at least stratifying risks. Some recent researches are devoted to a new diagnostic method. This new technology is called Contrast Enhanced Ultrasonography (CEUS) and followed by outstanding results in studying the morphological peculiarities of internal carotid artery plaques and predicting the probability of complications. CEUS is a new way for atherosclerotic process analysis because it is able to detect intraplaque neovascularization and vascular wall inflammation.
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Affiliation(s)
- Yu V Belov
- Petrovsky Russian Research Center for Surgery, Moscow, Russia; Sechenov First Moscow State Medical University, Chair of Hospital-Based Surgery #1, Moscow, Russia
| | - G V Sinyavin
- Sechenov First Moscow State Medical University, Chair of Hospital-Based Surgery #1, Moscow, Russia
| | - E V Barinov
- Sechenov First Moscow State Medical University, Medical Faculty, 5
| | - A M Grabuzdov
- year, Moscow, Russia ,Sechenov First Moscow State Medical University, International School 'Medicine of the Future', 5 ,year, Moscow, Russia
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20
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Intraplaque Microvascular Flow Signal in Superb Microvascular Imaging and Magnetic Resonance Imaging Carotid Plaque Imaging in Patients with Atheromatous Carotid Artery Stenosis. J Stroke Cerebrovasc Dis 2018; 27:3529-3534. [PMID: 30197167 DOI: 10.1016/j.jstrokecerebrovasdis.2018.08.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 08/08/2018] [Indexed: 01/19/2023] Open
Abstract
Carotid artery atherosclerosis is one of the major risk factors for ischemic stroke. Intraplaque neovascularization (IPN) is one of the steps toward the development of vulnerable plaque. Superb microvascular imaging (SMI) is a new ultrasonographic technique for visualizing low-velocity and microvascular flow by clutter suppression to extract flow signals from large to small vessels and enables visualization of intraplaque microvascular flow (IMVF) without echo contrast media. We aimed to investigate the association between IMVF signal in SMI and MRI plaque imaging among patients with atherosclerotic carotid stenosis. We prospectively enrolled patients (>18 years old) with mild to severe carotid stenosis (more than 50% in cross-sectional area) diagnosed by carotid ultrasonography between August 2017 and April 2018, irrespective of sex and history of stroke. A total of 40 patients (31 men, 9 women; mean age, 75.1 ± 10.0 years) were enrolled. SMI revealed IPN findings in 21 patients. SMI clearly visualized the direction of pulsatile flow movement in microvessels and IPN was easily classified into the two types of Type V (n=2) and Type E (n=19). Multivariate logistic regression analysis presented that microvascular flow signal in carotid plaque on SMI was identified as a significant predictor of intraplaque hemorrhage as evaluated by MRI (OR, 8.46; 95%CI, 1.44-49.9; p=0.018). This study demonstrated a significant association between the presence of IMVF signal in SMI and intraplaque hemorrhage characterized by high-intensity lesions on MRI T1-FFE images.
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21
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Oura K, Kato T, Ohba H, Terayama Y. Evaluation of Intraplaque Neovascularization Using Superb Microvascular Imaging and Contrast-Enhanced Ultrasonography. J Stroke Cerebrovasc Dis 2018; 27:2348-2353. [PMID: 29754774 DOI: 10.1016/j.jstrokecerebrovasdis.2018.04.023] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 04/11/2018] [Accepted: 04/19/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Several studies have shown a linkage between intraplaque neovascularization (IPN) and plaque instability. Although contrast-enhanced ultrasonography (CEUS) may help visualize IPN in the carotid artery, its benefits are limited in Japan, where there is no health insurance coverage for contrast agents in medical imaging. Superb microvascular imaging (SMI), however, enables the depiction of low-velocity blood flow. The current study compares the diagnostic accuracy of SMI and CEUS in the evaluation of IPN. METHODS The SMI and CEUS video images were transferred to a workstation and then analyzed to determine whether intraplaque blood flow signals were detected with SMI and whether plaques were contrast-enhanced with carotid artery CEUS. The images generated were independently interpreted by 2 radiologic technologists and 1 neurologist. RESULTS Intraplaque enhancement was observed in 19 patients using CEUS while intraplaque blood flow signals were observed in 12 patients using SMI. A 100% specificity was recorded for SMI (all 12 patients with SMI-detected intraplaque blood flow showed contrast-enhanced plaques), while its sensitivity was 63% (8 of the 15 patients with no SMI-detected intraplaque blood flow showed contrast-enhanced plaques on CEUS). CONCLUSIONS The results of this study show that patients with SMI-detected blood flow will tend to have plaque enhancement using CEUS. This suggests that SMI, as a simpler, safer, and noninvasive technique, can facilitate the visualization of carotid artery IPN without the use of a contrast agent, as well as in the clinical evaluation of plaque instability.
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Affiliation(s)
- Kazumasa Oura
- Division of Neurology and Gerontology, Department of Internal Medicine, School of Medicine, Iwate Medical University, Morioka, Japan.
| | - Tadayoshi Kato
- Division of Neurology and Gerontology, Department of Internal Medicine, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Hideki Ohba
- Division of Neurology and Gerontology, Department of Internal Medicine, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Yasuo Terayama
- Division of Neurology and Gerontology, Department of Internal Medicine, School of Medicine, Iwate Medical University, Morioka, Japan
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22
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Kargiotis O, Safouris A, Magoufis G, Georgala M, Roussopoulou A, Stamboulis E, Moulakakis KG, Lazaris A, Geroulakos G, Vasdekis S, Tsivgoulis G. The Role of Neurosonology in the Diagnosis and Management of Patients with Carotid Artery Disease: A Review. J Neuroimaging 2018; 28:239-251. [DOI: 10.1111/jon.12495] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 12/13/2017] [Accepted: 12/14/2017] [Indexed: 01/11/2023] Open
Affiliation(s)
| | | | | | - Maria Georgala
- Department of Clinical NeurophysiologyMetropolitan Hospital Piraeus Greece
| | - Andromachi Roussopoulou
- Second Department of NeurologyMedical SchoolNational and Kapodistrian University of Athens“Attikon” University Hospital Athens Greece
| | | | - Konstantinos G. Moulakakis
- Department of Vascular SurgeryMedical SchoolNational and Kapodistrian University of Athens“Attikon” University Hospital Athens Greece
| | - Andreas Lazaris
- Department of Vascular SurgeryMedical SchoolNational and Kapodistrian University of Athens“Attikon” University Hospital Athens Greece
| | - George Geroulakos
- Department of Vascular SurgeryMedical SchoolNational and Kapodistrian University of Athens“Attikon” University Hospital Athens Greece
| | - Spyros Vasdekis
- Department of Vascular SurgeryMedical SchoolNational and Kapodistrian University of Athens“Attikon” University Hospital Athens Greece
| | - Georgios Tsivgoulis
- Second Department of NeurologyMedical SchoolNational and Kapodistrian University of Athens“Attikon” University Hospital Athens Greece
- Department of NeurologyThe University of Tennessee Health Science Center Memphis TN
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23
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Baud JM, Luong S, Rouyer O, Maurizot A, Gautier C. [Contribution of contrast enhanced ultrasonography in the characterization of carotid lesions]. JOURNAL DE MEDECINE VASCULAIRE 2017; 42:301-314. [PMID: 28964389 DOI: 10.1016/j.jdmv.2017.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 05/19/2017] [Indexed: 06/07/2023]
Abstract
Harmonic mode ultrasound with injection of a contrast enhancement agent allows visualization of mobile microbubbles in the carotid plaque corresponding to neovessels secondary to an inflammation or hypoxia. These neovessels could be considered "precursor" markers of the vulnerable plaque. The aim of this work was to give an update on ultrasound contrast imaging acquisition in the exploration of carotid artery both for atheromatous lesions and for large vessel vasculitis. A precise description of the material to be used, the image acquisition methodology and the environmental conditions is discussed, emphasizing the pitfalls to be avoided as well as proper image interpretation. Microbubbles in a plaque are significantly associated with an increase in cardiovascular events (infarction and acute coronary syndrome) and ipsilateral cerebral ischemic events. Wall irregularities, microfissures and ulcer plaque detection are facilitated by the use of contrast compared to the CT scan. No studies have yet validated contrast enhanced ultrasound in the exploration of asymptomatic carotid stenosis. Contrast enhanced ultrasound also allows to detect vasculitis of the large vessels active phases by the presence of microbubbles in the carotid wall thickening and to monitor the regression under appropriate medical treatment. Future validation studies or even registries are needed to allow better use of this tool in everyday clinical practice.
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Affiliation(s)
- J M Baud
- Unité de médecine vasculaire, service de cardiologie, hôpital André-Mignot, 177, rue de Versailles, 78157 Le Chesnay cedex, France.
| | - S Luong
- Département d'imagerie diagnostique et thérapeutique, hôpital Louis-Pradel, hospices Civils de Lyon, 28, avenue Doyen-Lépine, 69500 Bron, France
| | - O Rouyer
- Unité neurovasculaire, hôpital de Hautepierre, 1, avenue Molière, 67098 Strasbourg cedex, France
| | - A Maurizot
- Unité de médecine vasculaire, service de cardiologie, hôpital André-Mignot, 177, rue de Versailles, 78157 Le Chesnay cedex, France
| | - C Gautier
- Unité fonctionnelle de neurosonologie de l'hôpital Roger-Salengro, service des explorations fonctionnelles cardiovasculaires de l'hôpital cardiologique, CHRU de Lille, rue du Professeur Emile-Laine, 59037 Lille cedex, France
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Schmidt C, Fischer T, Rückert RI, Oberwahrenbrock T, Harms L, Kronenberg G, Kunte H. Identification of neovascularization by contrast-enhanced ultrasound to detect unstable carotid stenosis. PLoS One 2017; 12:e0175331. [PMID: 28388659 PMCID: PMC5384678 DOI: 10.1371/journal.pone.0175331] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Accepted: 03/25/2017] [Indexed: 12/14/2022] Open
Abstract
Background Plaque neovascularization accompanies local inflammation and critically contributes to plaque instability. Correct identification of intraplaque neovascularization by contrast–enhanced ultrasound (CEUS) may provide an additional risk marker in carotid stenosis. This pilot study investigates the correlation between histological evaluation of carotid plaque specimens and pre-surgery CEUS to identify neovascularization. Methods 17 patients with high-grade internal carotid artery (ICA) stenosis were studied. CEUS was performed in all patients shortly before carotid endarterectomy. Neovascularization, infiltration of T cells and macrophages along with intraplaque hemorrhage were studied in excised plaques by immunohistochemistry. Ultrasound-based four-level and two-level classification systems for neovascularization were used. CEUS findings were compared with histological findings. Results Scores on the CEUS-based four-level and two-level classifications were robustly correlated with the density of intraplaque vessels (r = 0.635, p = 0.006 and r = 0.578, p = 0.015, respectively). Histological evaluation of regions with strong and prolonged intraplaque enhancement typically showed strong intraplaque neovascularization in conjunction with acute intraplaque hemorrhage. Moreover, higher grades of intraplaque neovascularization as determined by ultrasound were associated with a higher percentage of macrophage-rich areas. Conclusion CEUS is a technique well suited to gauge the degree of neovascularization of carotid plaques. Future research will have to define the reliability and validity of CEUS in everyday clinical practice. Further, our study suggests that CEUS may also be useful to pick up features of vulnerable plaques such as acute intraplaque hemorrhages.
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Affiliation(s)
- Charlotte Schmidt
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
| | - Thomas Fischer
- Institute of Radiology, Charité –Universitätsmedizin Berlin, Berlin, Germany
| | | | - Timm Oberwahrenbrock
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Lutz Harms
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
| | - Golo Kronenberg
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
- Klinik und Poliklinik für Psychiatrie und Psychotherapie, Zentrum für Nervenheilkunde, Universitätsmedizin Rostock, Rostock, Germany
| | - Hagen Kunte
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
- MSB Medical School Berlin, Berlin, Germany
- * E-mail:
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Johri AM, Herr JE, Li TY, Yau O, Nambi V. Novel Ultrasound Methods to Investigate Carotid Artery Plaque Vulnerability. J Am Soc Echocardiogr 2017; 30:139-148. [DOI: 10.1016/j.echo.2016.11.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Indexed: 11/17/2022]
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Filis K, Toufektzian L, Galyfos G, Sigala F, Kourkoveli P, Georgopoulos S, Vavuranakis M, Vrachatis D, Zografos G. Assessment of the vulnerable carotid atherosclerotic plaque using contrast-enhanced ultrasonography. Vascular 2016; 25:316-325. [PMID: 27580821 DOI: 10.1177/1708538116665734] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Carotid atherosclerosis represents a primary cause for cerebrovascular ischemic events and its contemporary management includes surgical revascularization for moderate to severe symptomatic stenoses. However, the role of invasive therapy seems to be questioned lately for asymptomatic cases. Numerous reports have suggested that the presence of neovessels within the atherosclerotic plaque remains a significant vulnerability factor and over the last decade imaging modalities have been used to identify intraplaque neovascularization in an attempt to risk-stratify patients and offer management guidance. Contrast-enhanced ultrasonography of the carotid artery is a relatively novel diagnostic tool that exploits resonated ultrasound waves from circulating microbubbles. This property permits vascular visualization by producing superior angiography-like images, and allows the identification of vasa vasorum and intraplaque microvessels. Moreover, plaque neovascularization has been associated with plaque vulnerability and ischemic symptoms lately as well. At the same time, attempts have been made to quantify contrast-enhanced ultrasonography signal using sophisticated software packages and algorithms, and to correlate it with intraplaque microvascular density. The aim of this review was to collect all recent data on the characteristics, performance, and prognostic role of contrast-enhanced ultrasonography regarding carotid stenosis management, and to produce useful conclusions for clinical practice.
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Affiliation(s)
- Konstantinos Filis
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - Levon Toufektzian
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - George Galyfos
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - Fragiska Sigala
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - Panagiota Kourkoveli
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - Sotirios Georgopoulos
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - Manolis Vavuranakis
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - Dimitrios Vrachatis
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
| | - George Zografos
- First Department of Propaedeutic Surgery, University of Athens Medical School, Hippocration Hospital, Athens, Greece
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Huang R, Abdelmoneim SS, Ball CA, Nhola LF, Farrell AM, Feinstein S, Mulvagh SL. Detection of Carotid Atherosclerotic Plaque Neovascularization Using Contrast Enhanced Ultrasound: A Systematic Review and Meta-Analysis of Diagnostic Accuracy Studies. J Am Soc Echocardiogr 2016; 29:491-502. [PMID: 27038513 DOI: 10.1016/j.echo.2016.02.012] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Indexed: 11/27/2022]
Abstract
BACKGROUND Intraplaque neovascularization is considered an important indicator of plaque vulnerability. Contrast-enhanced ultrasound (CEUS) of carotid arteries improves imaging of carotid intima-media thickness and permits real-time visualization of neovascularization of the atherosclerotic plaque. The authors conducted a systematic review and meta-analysis to evaluate the accuracy of CEUS-detected carotid atherosclerotic plaque. METHODS A systematic search was performed to identify studies published in the MEDLINE, Embase, Scopus, and Web of Science databases from 2004 to June 2015. Studies evaluating the accuracy of quantitative analysis and qualitative analysis (visual interpretation) for the diagnosis of intraplaque neovascularization compared with histologic specimens and/or clinical diagnosis of symptomatic plaque were included. Parameters evaluated were plaque quantitative CEUS intensity and the visual grading of plaque CEUS. A random-effects meta-analysis was used to pool the likelihood ratios (LRs), diagnostic odds ratios, and summary receiver operating characteristic curves. Corresponding areas under the curves were calculated. RESULTS The literature search identified 203 studies, 20 of which were selected for systematic review; the final meta-analysis included seven studies. For qualitative CEUS, pooled sensitivity was 0.80 (95% CI, 0.72-0.87), pooled specificity was 0.83 (95% CI, 0.76-0.89), the pooled positive LR was 3.22 (95% CI, 1.67-6.18), the pooled negative LR was 0.24 (95% CI, 0.09-0.64), the pooled diagnostic odds ratio was 15.57 (95% CI, 4.94-49.03), and area under the curve was 0.894. For quantitative CEUS, pooled sensitivity was 0.77 (95% CI, 0.71-0.83), pooled specificity was 0.68 (95% CI, 0.62-0.73), the pooled positive LR was 2.34 (95% CI, 1.69-3.23), the pooled negative LR was 0.34 (95% CI, 0.25-0.47), the pooled diagnostic odds ratio was 7.06 (95% CI, 3.6-13.82), and area under the curve was 0.888. CONCLUSIONS CEUS is a promising noninvasive diagnostic modality for detecting intraplaque neovascularization. Standardization of quantitative analysis and visual grading classification is needed to increase reliability and reduce technical heterogeneity.
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Affiliation(s)
- Runqing Huang
- Division of Cardiovascular Diseases, Mayo Clinic Cardiovascular Ultrasound Imaging and Hemodynamic Laboratory, Mayo Clinic, Rochester, Minnesota; Division of Ultrasound, Tongji Hospital, Tongji Medical College, HuaZhong University of Science and Technology, Wuhan, China
| | - Sahar S Abdelmoneim
- Division of Cardiovascular Diseases, Mayo Clinic Cardiovascular Ultrasound Imaging and Hemodynamic Laboratory, Mayo Clinic, Rochester, Minnesota
| | - Caroline A Ball
- Internal Medicine, Mayo Clinic Cardiovascular Ultrasound Imaging and Hemodynamic Laboratory, Mayo Clinic, Rochester, Minnesota
| | - Lara F Nhola
- Division of Cardiovascular Diseases, Mayo Clinic Cardiovascular Ultrasound Imaging and Hemodynamic Laboratory, Mayo Clinic, Rochester, Minnesota
| | - Ann M Farrell
- Mayo Clinic Libraries, Mayo Clinic Cardiovascular Ultrasound Imaging and Hemodynamic Laboratory, Mayo Clinic, Rochester, Minnesota
| | | | - Sharon L Mulvagh
- Division of Cardiovascular Diseases, Mayo Clinic Cardiovascular Ultrasound Imaging and Hemodynamic Laboratory, Mayo Clinic, Rochester, Minnesota.
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Saha SA, Gourineni V, Feinstein SB. The Use of Contrast-enhanced Ultrasonography for Imaging of Carotid Atherosclerotic Plaques: Current Evidence, Future Directions. Neuroimaging Clin N Am 2015; 26:81-96. [PMID: 26610662 DOI: 10.1016/j.nic.2015.09.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Contrast-enhanced ultrasonography (CEUS) is a rapidly evolving modality for imaging carotid artery disease and systemic atherosclerosis. CEUS coupled with diagnostic ultrasonography predicts the degree of carotid artery stenosis and is comparable with computed tomography and magnetic resonance angiography. This article reviews the literature on the evolving role of CEUS for the identification and characterization of carotid plaques with an emphasis on detection of intra-plaque neovascularization and related high-risk morphologic features notably present in symptomatic patients. CEUS carotid imaging may play a prominent additive role in risk stratifying patients and serve as a powerful tool for monitoring therapeutic interventions.
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Affiliation(s)
- Sandeep A Saha
- Division of Cardiology, Department of Medicine, Rush University Medical Center, Chicago, IL, USA.
| | - Venu Gourineni
- Division of Cardiology, Department of Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Steven B Feinstein
- Division of Cardiology, Department of Medicine, Rush University Medical Center, Chicago, IL, USA
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Use of Contrast-Enhanced Ultrasound in Carotid Atherosclerotic Disease: Limits and Perspectives. BIOMED RESEARCH INTERNATIONAL 2015; 2015:293163. [PMID: 26180793 PMCID: PMC4491377 DOI: 10.1155/2015/293163] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 11/06/2014] [Accepted: 11/11/2014] [Indexed: 11/27/2022]
Abstract
Contrast-enhanced ultrasound (CEUS) has recently become one of the most versatile and powerful diagnostic tools in vascular surgery. One of the most interesting fields of application of this technique is the study of the carotid atherosclerotic plaque vascularization and its correlation with neurological symptoms (transient ischemic attack, minor stroke, and major stroke) and with the characteristics of the “vulnerable plaque” (surface ulceration, hypoechoic plaques, intraplaque hemorrhage, thinner fibrous cap, and carotid plaque neovascularization at histopathological analysis of the sample after surgical removal). The purpose of this review is to collect all the original studies available in literature (24 studies with 1356 patients enrolled) and to discuss the state of the art, limits, and future perspectives of CEUS analysis. The results of this work confirm the reliability of this imaging study for the detection of plaques with high risk of embolization; however, a shared, user-friendly protocol of imaging analysis is not available yet. The definition of this operative protocol becomes mandatory in order to compare results from different centers and to validate a cerebrovascular risk stratification of the carotid atherosclerotic lesions evaluated with CEUS.
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Assessment of carotid plaque neovascularization using quantitative analysis of contrast-enhanced ultrasound imaging is useful for risk stratification in patients with coronary artery disease. Int J Cardiol 2015; 195:113-9. [PMID: 26025869 DOI: 10.1016/j.ijcard.2015.05.107] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2014] [Revised: 04/13/2015] [Accepted: 05/06/2015] [Indexed: 01/25/2023]
Abstract
BACKGROUND Contrast-enhanced ultrasound (CEUS) of the carotid artery is a potential technique for imaging plaque neovascularization, a feature of unstable atherosclerotic plaques. This study examined whether assessment of intra-plaque neovascularization of the carotid artery using CEUS provides prognostic information in patients with coronary artery disease (CAD). METHODS A total of 206 patients with stable CAD underwent a CEUS examination of the carotid artery and were followed up prospectively for <38 months or until a cardiac event (cardiac death, non-fatal myocardial infarction (MI), unstable angina pectoris (uAP) requiring unplanned coronary revascularization, or heart failure requiring hospitalization). The degree of contrast signals measured within the carotid plaque was quantified by calculating the mean gray scale level within the region of interest of the carotid plaque, expressed as plaque enhanced intensity. RESULTS During the follow-up period, 31 events occurred (2 cardiac deaths, 7 non-fatal MIs, 16 uAP, and 6 heart failure). Multivariate Cox proportional hazard analysis showed that plaque enhanced intensity was a significant predictor of cardiac events independent of traditional risk factors (HR, 1.13; 95% CI, 1.05-1.21; p<0.001). The addition of the plaque enhanced intensity to traditional risk factors resulted in net reclassification improvement (NRI) and integrated discrimination improvement (IDI) (NRI 0.62, p=0.001; and IDI 0.106, p=0.002). CONCLUSIONS The assessment of carotid plaque neovascularization using quantitative analysis of CEUS may be useful for risk stratification in patients with CAD.
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Sadat U, Jaffer FA, van Zandvoort MAMJ, Nicholls SJ, Ribatti D, Gillard JH. Inflammation and neovascularization intertwined in atherosclerosis: imaging of structural and molecular imaging targets. Circulation 2014; 130:786-94. [PMID: 25156914 DOI: 10.1161/circulationaha.114.010369] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Umar Sadat
- From the Cambridge Vascular Unit (U.S.) and University Department of Radiology (U.S., J.H.G.), Cambridge University Hospitals National Health Service Foundation Trust, Cambridge, United Kingdom; Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, MA (F.A.J.); Advanced Microscopy Unit, Department of Genetics and Cell Biology-Molecular Cell Biology, Maastricht University, Maastricht, The Netherlands (M.A.M.J.v.Z.); Institute for Molecular Cardiovascular Research, Aachen University, Aachen, Germany (M.A.M.J.v.Z.); South Australian Health and Medical Research Institute and Heart Foundation Heart Health, University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia (S.J.N.); Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari Medical School, Bari, Italy (D.R.); and National Cancer Institute "Giovanni Paolo II," Bari, Italy (D.R.).
| | - Farouc A Jaffer
- From the Cambridge Vascular Unit (U.S.) and University Department of Radiology (U.S., J.H.G.), Cambridge University Hospitals National Health Service Foundation Trust, Cambridge, United Kingdom; Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, MA (F.A.J.); Advanced Microscopy Unit, Department of Genetics and Cell Biology-Molecular Cell Biology, Maastricht University, Maastricht, The Netherlands (M.A.M.J.v.Z.); Institute for Molecular Cardiovascular Research, Aachen University, Aachen, Germany (M.A.M.J.v.Z.); South Australian Health and Medical Research Institute and Heart Foundation Heart Health, University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia (S.J.N.); Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari Medical School, Bari, Italy (D.R.); and National Cancer Institute "Giovanni Paolo II," Bari, Italy (D.R.)
| | - Marc A M J van Zandvoort
- From the Cambridge Vascular Unit (U.S.) and University Department of Radiology (U.S., J.H.G.), Cambridge University Hospitals National Health Service Foundation Trust, Cambridge, United Kingdom; Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, MA (F.A.J.); Advanced Microscopy Unit, Department of Genetics and Cell Biology-Molecular Cell Biology, Maastricht University, Maastricht, The Netherlands (M.A.M.J.v.Z.); Institute for Molecular Cardiovascular Research, Aachen University, Aachen, Germany (M.A.M.J.v.Z.); South Australian Health and Medical Research Institute and Heart Foundation Heart Health, University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia (S.J.N.); Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari Medical School, Bari, Italy (D.R.); and National Cancer Institute "Giovanni Paolo II," Bari, Italy (D.R.)
| | - Stephen J Nicholls
- From the Cambridge Vascular Unit (U.S.) and University Department of Radiology (U.S., J.H.G.), Cambridge University Hospitals National Health Service Foundation Trust, Cambridge, United Kingdom; Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, MA (F.A.J.); Advanced Microscopy Unit, Department of Genetics and Cell Biology-Molecular Cell Biology, Maastricht University, Maastricht, The Netherlands (M.A.M.J.v.Z.); Institute for Molecular Cardiovascular Research, Aachen University, Aachen, Germany (M.A.M.J.v.Z.); South Australian Health and Medical Research Institute and Heart Foundation Heart Health, University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia (S.J.N.); Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari Medical School, Bari, Italy (D.R.); and National Cancer Institute "Giovanni Paolo II," Bari, Italy (D.R.)
| | - Domenico Ribatti
- From the Cambridge Vascular Unit (U.S.) and University Department of Radiology (U.S., J.H.G.), Cambridge University Hospitals National Health Service Foundation Trust, Cambridge, United Kingdom; Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, MA (F.A.J.); Advanced Microscopy Unit, Department of Genetics and Cell Biology-Molecular Cell Biology, Maastricht University, Maastricht, The Netherlands (M.A.M.J.v.Z.); Institute for Molecular Cardiovascular Research, Aachen University, Aachen, Germany (M.A.M.J.v.Z.); South Australian Health and Medical Research Institute and Heart Foundation Heart Health, University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia (S.J.N.); Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari Medical School, Bari, Italy (D.R.); and National Cancer Institute "Giovanni Paolo II," Bari, Italy (D.R.)
| | - Jonathan H Gillard
- From the Cambridge Vascular Unit (U.S.) and University Department of Radiology (U.S., J.H.G.), Cambridge University Hospitals National Health Service Foundation Trust, Cambridge, United Kingdom; Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, MA (F.A.J.); Advanced Microscopy Unit, Department of Genetics and Cell Biology-Molecular Cell Biology, Maastricht University, Maastricht, The Netherlands (M.A.M.J.v.Z.); Institute for Molecular Cardiovascular Research, Aachen University, Aachen, Germany (M.A.M.J.v.Z.); South Australian Health and Medical Research Institute and Heart Foundation Heart Health, University of Adelaide and Royal Adelaide Hospital, Adelaide, South Australia, Australia (S.J.N.); Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari Medical School, Bari, Italy (D.R.); and National Cancer Institute "Giovanni Paolo II," Bari, Italy (D.R.)
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Li C, He W, Guo D, Chen L, Jin X, Wang W, Huang B, Wang W. Quantification of carotid plaque neovascularization using contrast-enhanced ultrasound with histopathologic validation. ULTRASOUND IN MEDICINE & BIOLOGY 2014; 40:1827-1833. [PMID: 24798387 DOI: 10.1016/j.ultrasmedbio.2014.02.010] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 02/04/2014] [Accepted: 02/06/2014] [Indexed: 06/03/2023]
Abstract
We sought to evaluate contrast-enhanced ultrasound (CEUS) imaging for the quantification of carotid plaque neovascularization. Seventeen patients underwent carotid endarterectomy after standard ultrasound and CEUS. Semiquantitative and quantitative analyses of contrast enhancement within the plaque were performed using a visual interpretation scale and quantitative analysis software, respectively. Enhancement intensity (dB) was measured at the plaque (EI(plaque)). Each specimen was stained with CD34 and CD68 to assess for microvessels and macrophages, respectively. Semiquantitative CEUS analyses were correlated with neovascularization at histology (r = 0.70, p = 0.002). Quantitative analysis was also correlated with neovascularization at histology (EI(plaque)r = 0.81, p < 0.001). EI(plaque) (r = 0.64, p = 0.01) was correlated with the degree of enhancement as assessed visually. Semiquantitative and quantitative analyses were not correlated with macrophage infiltration at the plaque. Contrast enhancement in the carotid plaque was correlated with neovascularity at the histopathologic exam. Furthermore, semiquantitative and quantitative measurements were highly correlated with each other, suggesting that either can be used to detect intraplaque neovascularization.
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Affiliation(s)
- Chaolun Li
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wanyuan He
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Daqiao Guo
- Department of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lingli Chen
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xuejuan Jin
- Shanghai Institute of Cardiovascular Disease, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Weiping Wang
- Imaging Institute, Section of Interventional Radiology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Beijian Huang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenping Wang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China.
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Comparison of Carotid Artery Endarterectomy and Carotid Artery Stenting in Patients With Atherosclerotic Carotid Stenosis. J Craniofac Surg 2014; 25:1441-7. [DOI: 10.1097/scs.0000000000000791] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Relationship between enhanced intensity of contrast enhanced ultrasound and microvessel density of aortic atherosclerostic plaque in rabbit model. PLoS One 2014; 9:e92445. [PMID: 24713618 PMCID: PMC3979663 DOI: 10.1371/journal.pone.0092445] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Accepted: 02/23/2014] [Indexed: 01/22/2023] Open
Abstract
The aim of this study was to evaluate the relationship between enhanced intensity of contrast enhanced ultrasound and microvessel density of aortic atherosclerotic plaque in rabbit model. The abdominal aortas of thirty-six male New Zealand rabbits were damaged by balloon expansion and the animals were then fed a high fat diet for 12 weeks. Twenty-seven plaques on the near aortic wall were detected using conventional ultrasound examination. The maximum thickness of each plaque was recorded. CEUS was performed on these 27 plaques and the time-intensity curves (TICs) were analyzed offline. Using the quantitative ACQ software, features such as the arrival time (AT), time to peak (TTP), baseline intensity (BI), peak intensity (PI) and enhanced intensity (EI) (EI = PI-BI) were assessed. Inter- and intra-observer agreement of EI were assessed using the Bland-Altman test. After CEUS examination, the rabbits were sacrificed for pathological examination and CD34 monoclonal antibody immunohistochemical detection. Microvessel density (MVD) was counted under the microscope. The relationship between indexes of CEUS and the level of MVD was analyzed. There was a good positive linear correlation between EI and MVD (γ = 0. 854, P<0. 001), the intraclass correlations for inter- and intra-observer agreement for EI were 0.73 and 0.82 respectively, suggesting that EI may be act as a useful index for plaque risk stratification in animal models.
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Müller HFG, Viaccoz A, Kuzmanovic I, Bonvin C, Burkhardt K, Bochaton-Piallat ML, Sztajzel R. Contrast-enhanced ultrasound imaging of carotid plaque neo-vascularization: accuracy of visual analysis. ULTRASOUND IN MEDICINE & BIOLOGY 2014; 40:18-24. [PMID: 24139919 DOI: 10.1016/j.ultrasmedbio.2013.08.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Revised: 07/13/2013] [Accepted: 08/12/2013] [Indexed: 06/02/2023]
Abstract
The aim of our study was to evaluate whether neo-vascularization of the carotid plaque can be accurately assessed by visual analysis of contrast-enhanced ultrasound images and whether these findings correlate with intensity-over-time curve analysis (ITC) and histopathology. Patients with ≥50% symptomatic or ≥60% asymptomatic stenosis according to European Carotid Surgery Trial criteria were included. Four investigators evaluated contrast enhancement visually (three grades), with positive agreement when three or more investigators were unanimous. ITC analysis of contrast enhancement was performed in the plaque and in the lumen. Histopathology (microvessel density with CD34 + staining) was completed when endarterectomy was performed. Visual grading (33 patients, inter-observer agreement = 94%) correlated significantly with ITC analysis (p = 0.03). Histopathology (n = 19) revealed a larger CD34 + area in patients with grade 1/2 versus grade 0 (p = 0.03). Visual analysis of neo-vascularization by means of contrast-enhanced ultrasound imaging is accurate and reproducible, with significant correlations with ITC and histopathology.
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An assessment of the vulnerability of carotid plaques: a comparative study between intraplaque neovascularization and plaque echogenicity. BMC Med Imaging 2013; 13:13. [PMID: 23537052 PMCID: PMC3621161 DOI: 10.1186/1471-2342-13-13] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 03/14/2013] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Carotid plaque echolucency as detected by Color Doppler ultrasonography (CDUS) has been used as a potential marker of plaque vulnerability. However, contrast-enhanced ultrasound (CEUS) has recently been shown to be a valuable method to evaluate the vulnerability and neovascularization within carotid atherosclerotic plaques. The aim of this study was to compare CEUS and CDUS in the assessment of plaque vulnerability using transcranial color Doppler (TCD) monitoring of microembolic signals (MES) as a reference technique. METHODS A total of 46 subjects with arterial stenosis (≥ 50%) underwent a carotid duplex ultrasound, TCD monitoring of MES and CEUS (SonoVue doses of 2.0 mL) within a span of 3 days. The agreement between the CEUS, CDUS, and MES findings was assessed with a chi-square test. A p-value less than 0.05 was considered statistically significant. RESULTS Neovascularization was observed in 30 lesions (44.4%). The vascular risk factors for stroke were similar and there were no age or gender differences between the 2 groups. Using CEUS, MES were identified in 2 patients (12.5%) within class 1 (non-neovascularization) as opposed to 15 patients (50.0%) within class 2 (neovascularization) (p = 0.023). CDUS revealed no significant differences in the appearance of the MES between the 2 groups (hyperechoic and hypoechoic) (p = 0.237). CONCLUSION This study provides preliminary evidence to suggest that intraplaque neovascularization detected by CEUS is associated with the presence of MESs, where as plaque echogenicity on traditional CDUS does not. These findings argue that CEUS may better identify high-risk plaques.
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Thapar A, Shalhoub J, Averkiou M, Mannaris C, Davies AH, Leen ELS. Dose-dependent artifact in the far wall of the carotid artery at dynamic contrast-enhanced US. Radiology 2011; 262:672-9. [PMID: 22156991 DOI: 10.1148/radiol.11110968] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
PURPOSE To quantify a pseudoenhancement phenomenon observed during dynamic contrast material-enhanced ultrasonography (US) of the carotid artery, both in vitro and in vivo. MATERIALS AND METHODS Ethical approval was obtained prior to commencing this prospective case series, and each patient gave written informed consent. Thirty-one patients with 50%-99% internal carotid artery stenosis underwent dynamic contrast-enhanced US of the carotid bifurcation with use of 2 mL of microbubbles. In the final 10 patients, an additional 1 mL bolus was administered after 15 minutes. Raw linear digital imaging and communications in medicine data were analyzed offline. Regions of interest were drawn within the common carotid artery lumen and immediately adjacent to the lumen in the near and far wall adventitia. Peak intensity was measured. An in vitro experiment with a single-channel flow phantom was also performed. This apparatus consisted of an 8-mm-diameter latex tube placed in a tissue-mimicking fluid. Microbubble concentrations of 0.02%, 0.1%, 0.5%, 1%, and 2% were pumped into the tube. Regions of interest were drawn in a similar fashion to the in vivo experiments, and peak intensity was measured. The Wilcoxon signed rank and paired t tests were used to compare the difference between the near and far wall signal intensities at each dose; a multiplication factor comparing near and far wall signal intensity was derived. RESULTS The far wall of the common carotid artery was significantly more echogenic than the near wall at 2 mL contrast agent doses (P<.0001, n=31), and the far wall signal intensity increased synchronously with that of the lumen. The difference in signal intensity between near and far wall regions was significantly greater at 2 mL than at 1 mL (P=.012, n=10). In vitro, the phantom tubing demonstrated a similar pattern and magnitude of enhancement to that seen in vivo. CONCLUSION A dose-dependent, nonlinear propagation artifact known as pseudoenhancement occurs in the far wall adventitia of the carotid artery and should not be mistaken as a marker of plaque vulnerability.
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Affiliation(s)
- Ankur Thapar
- Academic Section of Vascular Surgery and Department of Experimental Medicine, Imperial College London, Hammersmith Hospital, Du Cane Road, London W12 0HS, England.
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