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Li C, Guan J, Zhao Q, Li J, Wang Y, Zhao K. A Visualized Nomogram to Predict the Risk of Acute Ischemic Stroke Among Patients With Cervical Artery Dissection. Int J Gen Med 2025; 18:1569-1580. [PMID: 40123811 PMCID: PMC11930252 DOI: 10.2147/ijgm.s507043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Accepted: 03/04/2025] [Indexed: 03/25/2025] Open
Abstract
Background Acute ischemic stroke (AIS) is a significant global health concern, with cervical artery dissection (CAD) being a notable yet frequently overlooked cause, particularly in young adults. Despite advancements in imaging technologies, there remains a deficiency in effective methodologies for the prompt identification of AIS attributable to CAD. This research aims to create a predictive model combining clinical, imaging, and laboratory data to improve risk stratification and guide timely interventions. Methods Between 2019 and 2024, patients diagnosed with CAD were enrolled in the study. Nomogram models were constructed utilizing a two-step methodological approach. Initially, the least absolute shrinkage and selection operator (LASSO) regression analysis was utilized to improve variable selection. Subsequently, logistic regression analysis was conducted to develop an estimation model using the significant indicators identified by the LASSO. The model's accuracy was evaluated using the application of receiver operating characteristic (ROC) curves, calibration curves, decision curve analyses, and clinical impact curves. The model underwent internal validation through bootstrap resampling with 1,000 iterations. Results In the cohort of 102 patients, 75 individuals with CAD experienced had an acute ischemic stroke. This cohort was characterized by a significantly older median age (42 years vs 51 years, p=0.041) and a comparable proportion of males (78.7% vs 74.1%,p=0.825). The analysis identified hyperlipidemia (aOR=0.19, 95% CI=0.040-0.893, p=0.036), lumen occlusion (aOR=5.41, 95% CI=1.236-23.648, p=0.025), a lower lymphocyte-to-monocyte ratio (LMR) (aOR=0.68, 95% CI=0.476-0.797, p=0.038), and higher systemic immune-inflammation index (SII) (aOR=1.01, 95% CI=1.001-1.016, p=0.026) are independent factors linked to ischemic stroke in CAD patients. The predictive model showed strong performance with an AUC of 0.870 (95% CI=0.789-0.950) under the ROC curve. Decision curve analysis (DCA) indicated that the constructed nomogram was clinically applicable, with a risk threshold ranging from 9% to 95%. Conclusion This study developed a dynamic and visualized nomogram model for the precise prediction of stroke risk in patients with CAD, exhibiting robust performance, calibration, and clinical utility. Future multi-center studies are anticipated to further substantiate its clinical applicability.
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Affiliation(s)
- Changyu Li
- Department of Neurology, People’s Hospital of Longhua, Shenzhen, People’s Republic of China
| | - Jincheng Guan
- Department of Neurology, People’s Hospital of Longhua, Shenzhen, People’s Republic of China
| | - Qingshi Zhao
- Department of Neurology, People’s Hospital of Longhua, Shenzhen, People’s Republic of China
| | - Jiahua Li
- Department of Neurology, People’s Hospital of Longhua, Shenzhen, People’s Republic of China
| | - Yuying Wang
- Department of Neurology, People’s Hospital of Longhua, Shenzhen, People’s Republic of China
| | - Kui Zhao
- Department of Neurology, People’s Hospital of Longhua, Shenzhen, People’s Republic of China
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Qin YS, Yi J, Chen YJ, Zhang W, Tang SF. Recent Advances in Micro/Nanomotor for the Therapy and Diagnosis of Atherosclerosis. ACS APPLIED MATERIALS & INTERFACES 2025; 17:11443-11468. [PMID: 39648908 DOI: 10.1021/acsami.4c15165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2024]
Abstract
Atherosclerotic cardiovascular disease poses a significant global public health threat with a high incidence that can result in severe mortality and disability. The lack of targeted effects from traditional therapeutic drugs on atherosclerosis may cause damage to other organs and tissues, necessitating the need for a more focused approach to address this dilemma. Micro/nanomotors are self-propelled micro/nanoscale devices capable of converting external energy into autonomous movement, which offers advantages in enhancing penetration depth and retention while increasing contact area with abnormal sites, such as atherosclerotic plaque, inflammation, and thrombosis, within blood vessel walls. Recent studies have demonstrated the crucial role micro/nanomotors play in treating atherosclerotic cardiovascular disease. Hence, this review highlights the recent progress of micro/nanomotor technology in atherosclerotic cardiovascular disease, including the effective promotion of micro/nanomotors in the circulatory system, overcoming hemorheological barriers, targeting the atherosclerotic plaque microenvironment, and targeting intracellular drug delivery, to facilitate atherosclerotic plaque localization and therapy. Furthermore, we also describe the potential application of micro/nanomotors in the imaging of vulnerable plaque. Finally, we discuss key challenges and prospects for treating atherosclerotic cardiovascular disease while emphasizing the importance of designing individualized management strategies specific to its causes and microenvironmental factors.
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Affiliation(s)
- Yu-Sheng Qin
- Department of Laboratory Medicine, Liuzhou Key Laboratory of Precision Medicine for Viral Diseases, Guangxi Health Commission Key Laboratory of Clinical Biotechnology (Liuzhou People's Hospital), Liuzhou People's Hospital, Liuzhou 545006, China
| | - Juan Yi
- Department of Laboratory Medicine, Liuzhou Traditional Chinese Medical Hospital, The Third Affiliated Hospital of Guangxi University of Chinese Medicine, Liuzhou 545006, China
| | - Yan-Jun Chen
- Department of Pathology, Southwest Hospital, Third Military Medical University, Chongqing 400038, China
| | - Wei Zhang
- Department of Radiology, Liuzhou People's Hospital, Liuzhou 545006, China
| | - Shi-Fu Tang
- Department of Laboratory Medicine, Liuzhou Key Laboratory of Precision Medicine for Viral Diseases, Guangxi Health Commission Key Laboratory of Clinical Biotechnology (Liuzhou People's Hospital), Liuzhou People's Hospital, Liuzhou 545006, China
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Cao J, Zeng Y, Zhou Y, Yao Z, Tan Z, Huo G, Zhang L, Zhou D. The value of contrast-enhanced ultrasound in assessing carotid plaque vulnerability and predicting stroke risk. Sci Rep 2025; 15:5850. [PMID: 39966491 PMCID: PMC11836186 DOI: 10.1038/s41598-025-90319-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 02/12/2025] [Indexed: 02/20/2025] Open
Abstract
The presence of vulnerable carotid plaques plays a critical role in ischemic stroke pathogenesis, with intraplaque neovascularization (IPN) serving as a key indicator of plaque instability. Contrast-enhanced ultrasound (CEUS) provides a comprehensive evaluation of both plaque surface morphology and microvascular features. This study assesses the utility of CEUS in identifying vulnerable carotid plaques, quantifying IPN, and predicting stroke risk. The study involved 91 patients with carotid stenosis who underwent carotid endarterectomy (CEA). Preoperative assessments included CEUS and high-resolution magnetic resonance imaging (HR-MRI). Following surgery, plaque samples were collected and subjected to pathological analysis. CEUS offered comprehensive morphological insights, categorizing plaques by the direction of diffusion into inside-out and non-inside-out types. Neovascularization was semi-quantitatively evaluated using CEUS. HR-MRI and pathological assessments identified the composition and vulnerability of plaques. Microvessel density (MVD), microvessel area (MVA), and microvessel ratio (MVR) in plaque sections were quantified using high-power microscopy. Among the 91 subjects, 53 had a history of symptomatic stroke, while 38 had experienced asymptomatic stroke events. The analysis identified a significant association between symptomatic stroke events and fibrous cap rupture (FCR), as indicated by CEUS (P = 0.032), contrast agent diffusion within the plaque (P = 0.002), and a semi-quantitative grade 3 neovascularization (P = 0.007). Regression analysis further established CEUS grade 3 as an independent predictor of symptomatic stroke events (OR = 3.39, 95% CI: 1.25-9.19). CEUS showed comparable sensitivity, specificity, positive predictive value, negative predictive value, and overall accuracy in identifying vulnerable plaques when compared to HR-MRI, with slightly superior values for CEUS; however, the differences did not reach statistical significance (P = 0.503). Plaques demonstrating inside-out contrast agent diffusion had a markedly higher incidence of FCR and intraplaque hemorrhage (IPH) than those without such diffusion (P < 0.001). A positive correlation existed between the CEUS grade and both MVD and MVR (P < 0.001), but no significant relationship was observed with MVA (P = 0.221). Additionally, a significant association was found between the CEUS grade and IPH (P = 0.008). In summary, this study emphasizes the utility of CEUS in identifying vulnerable carotid plaques and evaluating neovascularization, both of which correlate with stroke risk. Notably, a CEUS grade 3 score may serve as an independent predictor of symptomatic stroke. This evidence supports the potential of CEUS as an effective, non-invasive method for assessing carotid plaque instability and identifying individuals at elevated risk for stroke.
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Affiliation(s)
- Junjie Cao
- Suzhou Municipal Hospital, The Department of Vascular Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China
| | - Yuqi Zeng
- Suzhou Municipal Hospital, The Department of Vascular Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China
| | - Yang Zhou
- Suzhou Municipal Hospital, The Department of Stomatology, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China
| | - Zhichao Yao
- Suzhou Municipal Hospital, The Department of Vascular Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China
| | - Ziyi Tan
- Suzhou Municipal Hospital, The Department of Vascular Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China
| | - Guijun Huo
- Suzhou Municipal Hospital, The Department of Vascular Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China
| | - Lili Zhang
- Suzhou Municipal Hospital, The Department of Ultrasound Center, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China.
| | - Dayong Zhou
- Suzhou Municipal Hospital, The Department of Vascular Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, No. 26 Daoqian Street, Suzhou, Jiangsu, China.
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Cui L, Liu R, Zhou F, Tian B, Chen Y, Xing Y. Incremental clinical value of intraplaque neovascularization in predicting recurrent ischemic stroke. Ann Clin Transl Neurol 2025; 12:291-299. [PMID: 39556520 PMCID: PMC11822802 DOI: 10.1002/acn3.52255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 10/14/2024] [Accepted: 11/02/2024] [Indexed: 11/20/2024] Open
Abstract
OBJECTIVE Carotid intraplaque neovascularization (IPN) detected by contrast-enhanced ultrasound (CEUS) is a risk factor for recurrent ischemic stroke. However, it is still unclear whether IPN can be used to accurately identify patients with recurrent ischemic stroke in clinical practice. Herein, we investigated the clinical predictive value of IPN for recurrent ischemic stroke in a real-world setting. METHODS We enrolled 200 patients with ischemic stroke and atherosclerotic carotid stenosis who were followed up for 2 years. The endpoint was recurrent ischemic stroke. Cox regression and subgroup analyses were employed to assess whether treatment affected the relationship between IPN and recurrent ischemic stroke. The net classification index (NRI) and integrated discriminant improvement index (IDI) were used to validate the additional clinical value of IPN in identifying recurrent ischemic stroke. RESULTS During the 2-year follow-up, 36 patients experienced recurrent ischemic stroke. Cox regression analyses showed that IPN (grade 2), hypoechoic plaque, high homocysteine levels, and smoking were independent risk factors for recurrent ischemic stroke. Additional IPN evaluation may increase the NRI (0.512; 95% confidence interval [CI]: 0.083-0.624) and IDI (0.151; 95% CI: 0.010-0.213) for identifying high-risk patients with recurrent ischemic stroke. In addition, in the subgroup undergoing revascularization, the proportion of IPN (grade 2) was significantly higher in patients with recurrent ischemic stroke than in patients with nonrecurrent ischemic stroke (p = 0.001). INTERPRETATION In clinical settings, IPN, assessed by CEUS, may provide additional clinical value for predicting recurrent ischemic stroke, helping to identify patients with ischemic stroke who require close follow-up.
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Affiliation(s)
- Liuping Cui
- Department of Vascular Ultrasound, Xuanwu HospitalCapital Medical UniversityBeijingChina
- Department of NeurologyThe First Hospital of Jilin UniversityChangchunChina
| | - Ran Liu
- Department of Vascular Ultrasound, Xuanwu HospitalCapital Medical UniversityBeijingChina
| | - Fubo Zhou
- Department of Vascular Ultrasound, Xuanwu HospitalCapital Medical UniversityBeijingChina
| | - Bing Tian
- Department of Vascular Ultrasound, Xuanwu HospitalCapital Medical UniversityBeijingChina
| | - Ying Chen
- Department of NeurologyThe First Hospital of Jilin UniversityChangchunChina
| | - Yingqi Xing
- Department of Vascular Ultrasound, Xuanwu HospitalCapital Medical UniversityBeijingChina
- Beijing Diagnostic Center of Vascular UltrasoundBeijingChina
- Center of Vascular UltrasoundBeijing Institute of Brain Disorders, Collaborative Innovation Center for Brain Disorders, Capital Medical UniversityBeijingChina
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Zhang L, Wu R, Chen J, Gu S, Jia C. The role of intraplaque neovascularization in recent and future ischemic stroke in patients with mild carotid stenosis. Ultrasonography 2025; 44:62-71. [PMID: 39659075 PMCID: PMC11717680 DOI: 10.14366/usg.24123] [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: 07/04/2024] [Revised: 10/16/2024] [Accepted: 10/20/2024] [Indexed: 12/12/2024] Open
Abstract
PURPOSE There is still insufficient evidence for predicting stroke risk in patients with mild carotid atherosclerotic stenosis. This study aimed to explore the association between carotid intraplaque neovascularization (IPN) in mild stenosis and ischemic stroke, using contrast-enhanced ultrasound (CEUS) imaging. METHODS This retrospective observational study included 369 patients from July 2021 to March 2022. These patients were categorized as symptomatic or asymptomatic based on their recent history of ipsilateral ischemic stroke. Initial parameters of carotid plaques, such as IPN grading and contrast enhancement index, were assessed using B-mode ultrasonography and CEUS. The follow-up period lasted 12 months or until a newly-developed ischemic stroke occurred. Logistic regression models and Cox proportional-hazards regression models were employed to explore the associations between ultrasonic parameters and the incidence of recent and future ischemic strokes. RESULTS In patients with mild stenosis, both increasing age and grade 2 carotid IPN were significant predictors of recent primary ischemic stroke. Furthermore, grade 2 carotid IPN independently predicted future ischemic strokes in both symptomatic and asymptomatic patients. CONCLUSION This study demonstrated that carotid IPN as detected by CEUS imaging holds potential as a useful non-invasive biomarker for predicting recent and future ischemic strokes in patients with mild carotid stenosis.
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Affiliation(s)
- Luni Zhang
- Department of Ultrasound, Shanghai General Hospital of Nanjing Medical University, Shanghai, China
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rong Wu
- Department of Ultrasound, Shanghai General Hospital of Nanjing Medical University, Shanghai, China
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 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
| | - Caixia Jia
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Zhang L, Wang L, Yan Y, Tao Q, Gu X. Relationship Between Subclavian Artery Stenosis Lesions and Posterior Circulation Infarction: A Preliminary Study. Ann Vasc Surg 2024; 108:195-205. [PMID: 38821478 DOI: 10.1016/j.avsg.2024.03.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 03/03/2024] [Accepted: 03/23/2024] [Indexed: 06/02/2024]
Abstract
BACKGROUND To investigate the correlation between subclavian steal syndrome and posterior circulation infarction using magnetic resonance imaging. METHODS A total of 294 patients diagnosed with subclavian steal syndrome using carotid Doppler ultrasonography were retrospectively included. According to the magnetic resonance imaging results, they were divided into posterior circulation infarction group and nonposterior circulation infarction group. Clinical indicators and carotid Doppler ultrasound parameters of patients were collected, and they were screened to establish a multiple logistic regression model. Receiver operating characteristic curve analysis of the established multiple logistic regression model was performed, and the area under the curve was calculated to evaluate the predictive efficiency of the model. RESULTS After statistical analysis of all parameters of the 2 groups of patients, a total of 10 parameters were included in multiple logistic regression to establish a model. The results showed a correlation between posterior circulation infarction and subclavian artery occlusion, grade III subclavian steal syndrome, gender, vulnerable plaques, National Institutes of Health Stroke Scale score, and age. After the receiver operating characteristic curve analysis of the model, the area under the curve for the multiple logistic regression model was 0.773. CONCLUSIONS The multiparameter composite model based on clinical baseline data and carotid Doppler ultrasonography parameters can effectively predict posterior circulation infarction and offer novel insight for clinical diagnosis.
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Affiliation(s)
- Lingyan Zhang
- Department of Ultrasound, The Fourth Affiliated of Soochow University, Suzhou, China
| | - Lei Wang
- Department of Ultrasound, The Fourth Affiliated of Soochow University, Suzhou, China
| | - Yanhong Yan
- Department of Stroke Center, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Qing Tao
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xinxian Gu
- Department of Ultrasound, The Fourth Affiliated of Soochow University, Suzhou, China.
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Pakizer D, Kozel J, Taffé P, Elmers J, Feber J, Michel P, Školoudík D, Sirimarco G. Diagnostic accuracy of carotid plaque instability by noninvasive imaging: a systematic review and meta-analysis. Eur Heart J Cardiovasc Imaging 2024; 25:1325-1335. [PMID: 38953552 DOI: 10.1093/ehjci/jeae144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/02/2024] [Accepted: 05/27/2024] [Indexed: 07/04/2024] Open
Abstract
AIMS There is increasing evidence that plaque instability in the extracranial carotid artery may lead to an increased stroke risk independently of the degree of stenosis. We aimed to determine diagnostic accuracy of vulnerable and stable plaque using noninvasive imaging modalities when compared to histology in patients with symptomatic and asymptomatic carotid atherosclerosis. METHODS AND RESULTS Medline Ovid, Embase, Cochrane Library, and Web of Science were searched for diagnostic accuracy of noninvasive imaging modalities (CT, MRI, US) in the detection of 1) vulnerable/stable plaque, and 2) vulnerable/stable plaque characteristics, compared to histology. The quality of included studies was assessed by QUADAS-2 and univariate and bivariate random-effect meta-analyses were performed. We included 36 vulnerable and 5 stable plaque studies in the meta-analysis, and out of 211 plaque characteristics from remaining studies, we classified 169 as vulnerable and 42 as stable characteristics (28 CT, 120 MRI, 104 US characteristics). We found that MRI had high accuracy [90% (95% CI: 82-95%)] in the detection of vulnerable plaque, similar to CT [86% (95% CI: 76-92%); P > 0.05], whereas US showed less accuracy [80% (95% CI: 75-84%); P = 0.013]. CT showed high diagnostic accuracy in visualizing characteristics of vulnerable or stable plaques (89% and 90%) similar to MRI (86% and 89%; P > 0.05); however, US had lower accuracy (77%, P < 0.001 and 82%, P > 0.05). CONCLUSION CT and MRI have a similar, high performance in detecting vulnerable carotid plaques, whereas US showed significantly less diagnostic accuracy. Moreover, MRI visualized all vulnerable plaque characteristics allowing for a better stroke risk assessment. REGISTRATION PROSPERO ID CRD42022329690.
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Affiliation(s)
- David Pakizer
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of Medicine, University of Ostrava, Syllabova 19, 703 00 Ostrava, Czech Republic
| | - Jiří Kozel
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of Medicine, University of Ostrava, Syllabova 19, 703 00 Ostrava, Czech Republic
| | - Patrick Taffé
- Center for Primary Care and Public Health, Division of Biostatistics, University of Lausanne, Route de la Corniche 10, 1010, Lausanne, Switzerland
| | - Jolanda Elmers
- Medical Library, Lausanne University Hospital and University of Lausanne, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Janusz Feber
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of Medicine, University of Ostrava, Syllabova 19, 703 00 Ostrava, Czech Republic
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, 401 Smyth Road, ON K1H8L1 Ottawa, Canada
| | - Patrik Michel
- Stroke Center, Service of Neurology, Department of Clinical Neurosciences, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - David Školoudík
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of Medicine, University of Ostrava, Syllabova 19, 703 00 Ostrava, Czech Republic
| | - Gaia Sirimarco
- Stroke Center, Service of Neurology, Department of Clinical Neurosciences, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
- Neurology Unit, Department of Internal Medicine, Riviera Chablais Hospital, Route du Vieux-Séquoia 20, 1847 Rennaz, Switzerland
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Liu Z, Zhang L, Sun B, Ding Y. Association of cardiovascular risk factors and intraplaque neovascularization in symptomatic carotid plaque. Front Neurol 2024; 15:1442656. [PMID: 39253361 PMCID: PMC11381375 DOI: 10.3389/fneur.2024.1442656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 08/15/2024] [Indexed: 09/11/2024] Open
Abstract
Background and purpose Cardiovascular risk factors are known to contribute to the formation of atherosclerotic plaques, which can result in carotid stenosis. However, the extent to which these factors are associated with intraplaque neovascularization, a key indicator of plaque vulnerability, remains unclear. To investigate this relationship, a study was conducted utilizing contrast-enhanced ultrasound (CEUS) to assess intraplaque neovascularization in symptomatic patients. Methods A cohort of 157 symptomatic patients underwent evaluation using Contrast-Enhanced Ultrasound (CEUS) imaging to assess carotid intraplaque neovascularization, which was quantified based on the degree of plaque enhancement. The collected data encompassed baseline patient characteristics, results from biochemical examinations, cardiovascular risk factors, and medication usage history. Regression analyses were conducted to elucidate the relationship between carotid plaque neovascularization and various cardiovascular risk factors. Results Patients with intraplaque neovascularization were more prone to have diabetes mellitus (OR 3.81, 95% CI 1.94-7.46, p < 0.001), dyslipidemia (OR 2.36, 95% CI 1.22-4.55, p = 0.011) and hypertension (OR 2.92, 95% CI 1.50-5.71, p = 0.002). Smoking increased the risk of having intraplaque neovascularization (OR 2.25, 95% CI 1.12-4.54, p = 0.023). Treatment with statins was significantly lower in patients with intraplaque neovascularization (OR 0.37, 95% CI 0.19-0.72, p = 0.003). In the multivariate analysis, diabetes mellitus (OR 3.27, 95% CI 1.10-9.78, p = 0.034) was independently related to the presence of intraplaque neovascularization. Meanwhile, compared to the patients in the first tertile of serum glucose (< 6.20 mmol/L), the patients in the third tertile (> 13.35 mmol/L) had the most significance of intraplaque neovascularization (OR 5.55, 95% CI 1.85-16.66, p = 0.002). Conclusion The findings indicated that diabetes mellitus is a significant cardiovascular risk factor that is strongly associated with carotid intraplaque neovascularization.
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Affiliation(s)
- Zehao Liu
- Department of Neurosurgery, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou, China
| | - Lianlian Zhang
- Department of Ultrasonography, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, China
| | - Bing Sun
- Department of Neurosurgery, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou, China
| | - Yasuo Ding
- Department of Neurosurgery, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou, China
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Wu Y, Li X, Wang Z, Zhang S, Feng Y, Sun L. Real-time Elastography and Contrast-Enhanced Ultrasound for Evaluating Adventitia in the Early Diagnosis of Vulnerable Plaques: an Exploratory Study Based on Histopathology. Transl Stroke Res 2024; 15:545-555. [PMID: 36807280 DOI: 10.1007/s12975-023-01141-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/07/2023] [Accepted: 02/09/2023] [Indexed: 02/23/2023]
Abstract
Vulnerable plaque is closely related to the occurrence of ischemic stroke. Therefore, early accurate identification of plaque vulnerability is crucial in risk stratification. In the development of vulnerable plaques, the change of the adventitia is earlier than that of the intima. Currently, researchers focused on the ultrasound detection of intraplaque and intima, but adventitia was often ignored in the examination. Real-time elastography technology (RTE) provides an estimation of adventitia stiffness, and contrast-enhanced ultrasound (CEUS) provides the quantification of adventitial VV. Therefore, we aimed to evaluate the value of adventitia in the early diagnosis of plaque vulnerability by combining CEUS and RTE based on histopathology. Rabbit carotid atherosclerosis models were established, and CEUS and RTE were performed. Normalized maximal video-intensity enhancement (MVE) was calculated to quantify adventitial VV density, and strain values were acquired to evaluate the adventitial elasticity. After removal of the lesion lumen, histological analysis of each excised plaque and adventitia was performed, and vulnerable plaques (n = 32) and stable group (n = 13) were distinguished. Normalized MVE of the adventitial VV and adventitial strain values in the vulnerable group was significantly higher than those in the stable group. Normalized MVE and strain values had a positive linear correlation with histological findings. Normalized MVE of the adventitial VV combined with adventitial strain values could identify plaque vulnerability with the area under the curve of 0.913 (sensitivity 90% and specificity 97%). Accordingly, the multimodal ultrasound detection strategy of adventitia has a high diagnostic value for early plaque vulnerability.
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Affiliation(s)
- Yingnan Wu
- Cancer Center, Department of Ultrasound Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiaoying Li
- Cancer Center, Department of Ultrasound Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Zhenzhen Wang
- Cancer Center, Department of Ultrasound Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Shuang Zhang
- Department of Ultrasound, the 2nd Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Yanan Feng
- Cancer Center, Department of Ultrasound Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Litao Sun
- Cancer Center, Department of Ultrasound Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China.
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Liu Y, Kong Y, Yan Y, Hui P. Explore the value of carotid ultrasound radiomics nomogram in predicting ischemic stroke risk in patients with type 2 diabetes mellitus. Front Endocrinol (Lausanne) 2024; 15:1357580. [PMID: 38706699 PMCID: PMC11066235 DOI: 10.3389/fendo.2024.1357580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/08/2024] [Indexed: 05/07/2024] Open
Abstract
Background and objective Type 2 Diabetes Mellitus (T2DM) with insulin resistance (IR) is prone to damage the vascular endothelial, leading to the formation of vulnerable carotid plaques and increasing ischemic stroke (IS) risk. The purpose of this study is to develop a nomogram model based on carotid ultrasound radiomics for predicting IS risk in T2DM patients. Methods 198 T2DM patients were enrolled and separated into study and control groups based on IS history. After manually delineating carotid plaque region of interest (ROI) from images, radiomics features were identified and selected using the least absolute shrinkage and selection operator (LASSO) regression to calculate the radiomics score (RS). A combinatorial logistic machine learning model and nomograms were created using RS and clinical features like the triglyceride-glucose index. The three models were assessed using area under curve (AUC) and decision curve analysis (DCA). Results Patients were divided into the training set and the testing set by the ratio of 0.7. 4 radiomics features were selected. RS and clinical variables were all statically significant in the training set and were used to create a combination model and a prediction nomogram. The combination model (radiomics + clinical nomogram) had the largest AUC in both the training set and the testing set (0.898 and 0.857), and DCA analysis showed that it had a higher overall net benefit compared to the other models. Conclusions This study created a carotid ultrasound radiomics machine-learning-based IS risk nomogram for T2DM patients with carotid plaques. Its diagnostic performance and clinical prediction capabilities enable accurate, convenient, and customized medical care.
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Affiliation(s)
| | | | | | - Pinjing Hui
- Department of Stroke Center, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
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11
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Ren L, Fei X, Zhao Y, Xie F, Xue S, Li N, Nie F, Luo Y. Diagnostic value of contrast-enhanced ultrasound in the activity of idiopathic retroperitoneal fibrosis: a retrospective study. Clin Rheumatol 2024; 43:1207-1215. [PMID: 38329616 DOI: 10.1007/s10067-023-06855-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 11/01/2023] [Accepted: 11/24/2023] [Indexed: 02/09/2024]
Abstract
OBJECTIVES To explore the diagnostic value of contrast-enhanced ultrasound (CEUS) in the disease activity of idiopathic retroperitoneal fibrosis (IRPF). METHODS This retrospective study included 148 CEUS examinations from 63 patients with IRPF treated in our hospital from April 2016 to September 2021. They were divided into two groups: IRPF active group (69 examinations) and inactive group (79 examinations). Uni- and multivariable analyses were used to identify independent risk factors for IRPF activity. Receiver operating characteristic (ROC) curves were drawn to establish different diagnostic models to evaluate the diagnostic value of IRPF activity. The z test was used to compare the differences of the area under the curves (AUCs). The value of CEUS in evaluating the variation of disease activity over time was also investigated between repeat patient studies. RESULTS Univariate and multivariate logistic regression analyses revealed the thickness [odds ratio (OR) = 14.125, 95% confidence interval (CI) = 3.017-66.123] was the most significant independent risk factor for IRPF activity (P < 0.01). The best diagnostic model was model 3, which was established by CEUS score combined with thickness. The AUC was 0.944 (95%CI = 0.912-0.977), and the sensitivity and specificity were 89.86% and 86.08%, respectively. The diagnostic performance was not significantly improved after combining clinical symptom (back pain) and laboratory indicators [erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP)]. Compared with before treatment, the CEUS score and thickness were significantly decreased after treatment (x2 = 14.580, P < 0.001 and z = 4.708, P < 0.001, respectively). CONCLUSION CEUS has good diagnostic value for IRPF disease activity. Key points • Thickness and contrast-enhanced ultrasound score were significantly higher in the active group than those in inactive group (P < 0.001). • With thickness of 4 mm and contrast-enhanced ultrasound 2 score as optimal cut-off values, the sensitivity and specificity were 89.86%, 81.01% and 52.17%, 100.00%, respectively. • During follow-up, when the disease progressed, the change of CEUS score was earlier than the change of thickness.
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Affiliation(s)
- Ling Ren
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Haidian District, No. 28 Fuxing Road, Beijing, 100853, China
- The Second Medical College of Lanzhou University, Chengguan District, No.222 Tianshui South Road, Lanzhou, 730030, Gansu, China
| | - Xiang Fei
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Haidian District, No. 28 Fuxing Road, Beijing, 100853, China
| | - Yurong Zhao
- Department of Rheumatology, First Medical Center, Chinese PLA General Hospital, Haidian District, No. 28 Fuxing Road, Beijing, 100853, China
| | - Fang Xie
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Haidian District, No. 28 Fuxing Road, Beijing, 100853, China
| | - Shaowei Xue
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Haidian District, No. 28 Fuxing Road, Beijing, 100853, China
| | - Nan Li
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Haidian District, No. 28 Fuxing Road, Beijing, 100853, China
| | - Fang Nie
- The Second Medical College of Lanzhou University, Chengguan District, No.222 Tianshui South Road, Lanzhou, 730030, Gansu, China.
| | - Yukun Luo
- Department of Ultrasound, First Medical Center, Chinese PLA General Hospital, Haidian District, No. 28 Fuxing Road, Beijing, 100853, China.
- The Second Medical College of Lanzhou University, Chengguan District, No.222 Tianshui South Road, Lanzhou, 730030, Gansu, China.
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Chen J, Wang B, Song J, Qi Z, Deng Y. Multiple techniques to evaluate the relationship between carotid artery plaque and acute stroke. Clin Hemorheol Microcirc 2024; 86:327-337. [PMID: 37927252 DOI: 10.3233/ch-231959] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2023]
Abstract
AIM To evaluate the important characteristics of the plaque vulnerability using multimodal ultrasound imaging methods (2D, contrast-enhanced ultrasound, and elastography), and to explore the relationship between plaque and acute stroke. METHODS A total of 244 patients with carotid plaque were enrolled, including 104 patients with acute stroke ipsilateral to the plaque as the case group and 140 patients as the control group. All patients underwent conventional carotid ultrasound, contrast-enhanced ultrasound (CEUS) and elastography (SWE). The results of each examination were compared and analyzed, and the relationship between the results and the occurrence of stroke was discussed. RESULTS In the acute stroke group, the men, with a history of alcohol consumption the direction of contrast media diffusion was higher than that in the control group, but the plaque gray value (GSM), maximum, average and minimum Young's elastic modulus imaging values (YM) were slightly lower than those in the control group (P < 0.05). Logistic regression analysis showed that waist to body ratio (WHtR), GSM, YM, neovascularization density and contrast diffusion direction were independent risk factors for predicting acute ischemic stroke. The influence degree of each factor from strong to weak was waist to body ratio, neovascularity density, GSM and YM, respectively. The area under the curve (AUC) for the diagnosis of acute ischemic stroke by regression model was 0.746. CONCLUSION The combination of multiple ultrasound techniques to evaluate the vulnerability of carotid plaque and predict the occurrence of acute stroke provides valuable information for clinical decision making.
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Affiliation(s)
- Jianghong Chen
- First Hospital of Hebei Medical University, Hebei, China
| | | | - Jianshi Song
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Hebei Province Key Laboratory of Environment and Human Health, Shijiazhuang, China
| | - Zhengqin Qi
- The First Hospital of Qinhuangdao, Hebei, China
| | - Yandong Deng
- First Hospital of Hebei Medical University, Hebei, China
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Zou X, Li Y, Yang J, Miao J, Li Y, Ling W. Contrast-enhanced ultrasound reveals free-floating thrombus in carotid artery: The cause of stroke is surprisingly plaque rupture. Clin Hemorheol Microcirc 2024; 87:129-136. [PMID: 38277285 DOI: 10.3233/ch-232037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2024]
Abstract
BACKGROUND Acute stroke poses a serious threat to people's health. The occurrence of a thrombus following the rupture of vulnerable plaques in the carotid artery is a significant contributor to the development of stroke. In previous case reports, it has been challenging to visualize tiny ulcerations within carotid artery plaques using computed tomography angiography (CTA) and digital subtraction angiography (DSA), even when the rupture of the plaque leads to the formation of a free-floating thrombus (FFT). However, in this particular case, contrast-enhanced ultrasound (CEUS) was able to overcome this limitation and provide a more precise assessment, confirming that the FFT formation was indeed a result of plaque rupture rather than any other potential causes. Cases that utilize CEUS to visualize the formation of ulcers and FFT resulting from plaque rupture are even more rare. As such, we present this case to shed light on this infrequent phenomenon. CASE SUMMARY In this case study, we present a 65-year-old male patient who was admitted to the hospital due to headache and abnormal mental behavior for one day. During the routine cervical artery ultrasound examination upon admission, we detected the presence of plaque in the right internal carotid artery of the patient, resulting in luminal stenosis. Additionally, we observed suspected hypoechoic material at the distal end of the plaque. After undergoing CEUS examination, it was definitively determined that an ulcer had formed and a FFT had developed due to the rupture of carotid artery plaque. Subsequent CTA and DSA examinations further confirmed the presence of the FFT. The magnetic resonance imaging (MRI) reveals an acute lacunar infarction in the head of the right caput nuclei caudate, which strengthens the potential link between the patient's neurological and psychiatric symptoms observed during admission. The patient received prompt antiplatelet therapy and underwent cervical artery stenting surgery with the assistance of a distal embolic protection device. Following the procedure, the patient was discharged on the fourth day and experienced a complete recovery. CONCLUSION CEUS is a valuable tool for visualizing FFT resulting from the rupture of vulnerable plaques in the carotid artery.
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Affiliation(s)
- Xiuli Zou
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Medical Ultrasound, Zigong Fourth People's Hospital, Zigong, Sichuan, China
| | - Ying Li
- Department of Medical Ultrasound, Zigong Fourth People's Hospital, Zigong, Sichuan, China
| | - Jilan Yang
- Department of Medical Ultrasound, Zigong Fourth People's Hospital, Zigong, Sichuan, China
| | - Juan Miao
- Department of Medical Ultrasound, Zigong Fourth People's Hospital, Zigong, Sichuan, China
| | - Yuan Li
- Department of Medical Ultrasound, Zigong Fourth People's Hospital, Zigong, Sichuan, China
| | - Wenwu Ling
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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14
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Qiao Q, Wang B, Xu M, Qi Z. Contrast-enhanced ultrasound evaluation of plaque vulnerability and the relationship between peripheral blood leukocytes. Clin Hemorheol Microcirc 2024; 87:187-197. [PMID: 38427471 DOI: 10.3233/ch-232034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2024]
Abstract
OBJECTIVE To evaluate plaque vulnerability by carotid contrast-enhanced ultrasound (CEUS) and to analyze the correlation between plaque vulnerability and peripheral blood leukocyte classification. MATERIALS AND METHODS 135 patients with carotid plaque were examined by contrast-enhanced ultrasound. Plaque vulnerability was assessed by semiquantitative visual classification. Baseline clinical data and peripheral leukocyte classification were collected. Ordered logistic regression was used to analyze the correlation between plaque neovascularization grade and peripheral leukocyte classification count. RESULTS There were significant differences in leukocyte, monocyte, neutrophil, mean platelet volume, lymphocyte, and neutrophil counts between different neovascular plaque grades and peripheral blood (P < 0.05). Correlation analysis showed that leukocyte, monocyte, and neutrophil counts were significantly positively correlated. CONCLUSION The increase in plaque neovascularization is associated with an increase in circulating leukocytes, monocytes, and neutrophils. Therefore, CEUS combined with peripheral blood leukocytes may serve as an early warning of plaque vulnerability and provide a theoretical basis for clinical treatment.
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Affiliation(s)
- Qi Qiao
- Hebei Medical University, Shijiazhuang, China
- Department of Ultrasound, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Bingshuang Wang
- The First Hospital of Hebei Medical University, Shijiazhuang, China
| | - Minzhe Xu
- Hebei Medical University, Shijiazhuang, China
- Department of Ultrasound, First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Zhengqin Qi
- Department of Ultrasound, First Hospital of Qinhuangdao, Qinhuangdao, China
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Li L, Wang H, Pan Y, Liu K. Utility of ultrasound in the perioperative phase of carotid endarterectomy and carotid artery stent implantation. Clin Hemorheol Microcirc 2024; 88:523-536. [PMID: 39269828 DOI: 10.3233/ch-242412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/15/2024]
Abstract
BACKGROUND This article reviews the latest research results of the use of ultrasound technology in the perioperative period of carotid endarterectomy and carotid stenting and discusses the role of ultrasound technology in accurately evaluating carotid stenosis and plaque stability, assisting in selecting the most suitable surgical method, and providing optimal perioperative imaging to guide carotid endarterectomy (CEA) and carotid artery stenting (CAS) to reduce the occurrence and progression of stroke. METHODS The research published in recent years on the application of ultrasound in the perioperative period of CEA and CAS was reviewed through the databases of CNKI, Pubmed, and Web of Science. RESULTS Ultrasound has high clinical value in preoperative screening for indications, assessing the degree of carotid artery stenosis and the nature of plaque; monitoring hemodynamic changes intraoperatively to prevent cerebral ischemia or overperfusion; and evaluating surgical outcomes postoperatively and in late follow-up review. CONCLUSION Ultrasound is currently widely used perioperatively in CEA and CAS and has even become the preferred choice of clinicians to evaluate the efficacy of surgery and follow-up. The presence of vulnerable plaque is an important risk factor for ischemic stroke. Contrast-enhanced ultrasound is an excellent tool to assess plaque stability. In most studies, ultrasound has been used only in a short follow-up period after CEA and CAS, and data from longer follow-ups are needed to provide more reliable evidence.
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Affiliation(s)
- Lisha Li
- Clinical Medical School of Jining Medical University, Jining, China
| | - Hongjun Wang
- Department of Ultrasound, Shandong Provincial Key Medical and Health Discipline of Affiliated Hospital of Jining Medical University, Affiliated Hospital of Jining Medical University, Jining, China
| | - Yalong Pan
- Clinical Medical School of Jining Medical University, Jining, China
| | - Kun Liu
- Clinical Medical School of Jining Medical University, Jining, China
- Department of Ultrasound, Shandong Provincial Key Medical and Health Discipline of Affiliated Hospital of Jining Medical University, Affiliated Hospital of Jining Medical University, Jining, China
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16
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Li F, Gu SY, Zhang LN, Chen J, Yao MH, Wu TT, Ma J, Jia CX, Wu R. Carotid plaque score and ischemic stroke risk stratification through a combination of B-mode and contrast-enhanced ultrasound in patients with low and intermediate carotid stenosis. Front Cardiovasc Med 2023; 10:1209855. [PMID: 38179504 PMCID: PMC10765584 DOI: 10.3389/fcvm.2023.1209855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 12/01/2023] [Indexed: 01/06/2024] Open
Abstract
Objective The occurrence of ischemic stroke (IS) is closely related to the characteristics of carotid plaque (CP). Due to the effect of stroke risk stratification based on B-mode ultrasound (US) and contrast-enhanced ultrasound (CEUS) that has not been studied in patients with low and intermediate carotid stenosis, we construct and validate a CP score and ischemic stroke risk stratification (ISRS) using a combination of B-mode and CEUS, in order to provide new convenient strategies to stratify these patients to prevent stroke. Materials and methods This retrospective study evaluated 705 patients with low and intermediate carotid stenosis who underwent B-mode and CEUS from November 2021 to April 2023. Qualitative B-mode and CEUS features of carotid plaques were analyzed using a univariable and multivariable logistic regression to construct the CP score. Then, we combined the CP score with Essen stroke risk score (ESRS) to develop ISRS. Results This study included a total of 705 patients with low and intermediate carotid stenosis, of which 394 were symptomatic patients (with a mean age of 71.03 ± 10.48 years) and 311 were asymptomatic patients (with a mean age of 65.13 ± 10.31 years). Plaque echogenicity, plaque morphology, carotid intima-media thickness in B-mode US and intraplaque neovascularization grading and perfusion pattern in CEUS were significantly associated with IS. The ISRS incorporating these five predictors and ESRS showed good discrimination and calibration in both primary cohort [area under the curve (AUC), 0.91; Hosmer-Lemeshow test, p = 0.903] and validation cohort (AUC, 0.84; Hosmer-Lemeshow test, p = 0.886). Conclusion We developed an effective and practical tool to identify and stratify patients with low and intermediate carotid stenosis, based on the CP score and ISRS estimation. Our study may provide new insights into managing patients with no indication of surgery.
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Affiliation(s)
| | | | | | | | | | | | | | - Cai-Xia Jia
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rong Wu
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Uchihara Y, Saito K, Motoyama R, Ishibashi-Ueda H, Yamaguchi E, Hatakeyama K, Tanaka A, Kataoka H, Iihara K, Sugie K, Koga M, Toyoda K, Nagatsuka K, Ihara M. Neovascularization From the Carotid Artery Lumen Into the Carotid Plaque Confirmed by Contrast-Enhanced Ultrasound and Histology. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1798-1803. [PMID: 37202244 DOI: 10.1016/j.ultrasmedbio.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/30/2023] [Accepted: 04/09/2023] [Indexed: 05/20/2023]
Abstract
OBJECTIVE This study was aimed at assessing intraplaque neovessels, focusing on neovascularization from the vascular luminal side using contrast-enhanced ultrasound (CEUS) and determining that this contrast effect indicates that the neovessel is connected to the vessel lumen histopathologically. Whether plaque vulnerability can be assessed more accurately was also investigated. METHODS We enrolled consecutive patients with internal carotid artery stenosis who underwent carotid endarterectomy (CEA) and pre-operative CEUS with perflubutane of the carotid arteries. We graded the contrast effect semi-quantitatively from the vascular luminal and adventitial sides. We compared the contrast effect with the pathological findings, especially the neovascularization of the CEA specimens. RESULTS In total, 68 carotid arterial atheromatous plaques (47 symptomatic) were analyzed. Symptomatic plaques were significantly correlated with stronger contrast effects from the luminal side than from the adventitial side (p = 0.0095). Microbubbles from the luminal side appeared to flow mainly into the plaque shoulder. The contrast effect value for the plaque shoulder and neovessel density were significantly correlated (ρ = 0.35, p = 0.031). Neovessel density was significantly higher in symptomatic than in asymptomatic plaques (56.2 ± 43.7/mm2 and 18.1 ± 15.2/mm2, respectively, p < 0.0001). Serial histological sections of CEA specimens in a symptomatic plaque with a strong contrast effect from the luminal side revealed multiple neovessels fenestrated to the vessel lumen with endothelial cells, consistent with the CEUS findings. CONCLUSION Contrast-enhanced ultrasound can be used to evaluate neovessels originating from the luminal side, histopathologically confirmed in serial sections. Symptomatic vulnerable plaque is correlated more significantly with intraplaque neovascularization from the luminal side than with neovascularization from the adventitia.
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Affiliation(s)
- Yuto Uchihara
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology, Nara Medical University, Nara, Japan.
| | - Kozue Saito
- Department of Neurology, Nara Medical University, Nara, Japan; Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Rie Motoyama
- Department of Neurology, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Tokyo, Japan
| | | | - Eriko Yamaguchi
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kinta Hatakeyama
- Department of Pathology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Akito Tanaka
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology, Nara Medical University, Nara, Japan
| | - Hiroharu Kataoka
- Department of Neurosurgery, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Koji Iihara
- Department of Neurosurgery, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kazuma Sugie
- Department of Neurology, Nara Medical University, Nara, Japan
| | - Masatoshi Koga
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kazunori Toyoda
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kazuyuki Nagatsuka
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Masafumi Ihara
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
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Yao Y, Zhang P. Novel ultrasound techniques in the identification of vulnerable plaques-an updated review of the literature. Front Cardiovasc Med 2023; 10:1069745. [PMID: 37293284 PMCID: PMC10244552 DOI: 10.3389/fcvm.2023.1069745] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 05/08/2023] [Indexed: 06/10/2023] Open
Abstract
Atherosclerosis is an inflammatory disease partly mediated by lipoproteins. The rupture of vulnerable atherosclerotic plaques and thrombosis are major contributors to the development of acute cardiovascular events. Despite various advances in the treatment of atherosclerosis, there has been no satisfaction in the prevention and assessment of atherosclerotic vascular disease. The identification and classification of vulnerable plaques at an early stage as well as research of new treatments remain a challenge and the ultimate goal in the management of atherosclerosis and cardiovascular disease. The specific morphological features of vulnerable plaques, including intraplaque hemorrhage, large lipid necrotic cores, thin fibrous caps, inflammation, and neovascularisation, make it possible to identify and characterize plaques with a variety of invasive and non-invasive imaging techniques. Notably, the development of novel ultrasound techniques has introduced the traditional assessment of plaque echogenicity and luminal stenosis to a deeper assessment of plaque composition and the molecular field. This review will discuss the advantages and limitations of five currently available ultrasound imaging modalities for assessing plaque vulnerability, based on the biological characteristics of the vulnerable plaque, and their value in terms of clinical diagnosis, prognosis, and treatment efficacy assessment.
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Gu SY, Zhang LN, Chen J, Li F, Yao MH, Jia CX, Wu R. Associations of plaque morphology and location with Intraplaque neovascularization in the carotid artery by contrast-enhanced ultrasound imaging. Front Neurol 2023; 14:1097070. [PMID: 37251224 PMCID: PMC10213664 DOI: 10.3389/fneur.2023.1097070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 04/25/2023] [Indexed: 05/31/2023] Open
Abstract
Objective Intraplaque neovascularization (IPN) is a known indicator of plaque vulnerability, and is thus considered a predictor of stroke. The morphology and location of the carotid plaque may be correlated with plaque vulnerability. Therefore, our study aimed to examine the associations of carotid plaque morphology and location with IPN. Methods A total of 141 patients with carotid atherosclerosis (mean age, 64.99 ± 10.96 years) who underwent carotid contrast-enhanced ultrasound (CEUS) between November 2021 and March 2022 were retrospectively analyzed. IPN was graded according to the presence and location of microbubbles within the plaque. The association of IPN grade with carotid plaque morphology and location was evaluated using ordered logistic regression. Results Of the 171 plaques, 89 (52%) were IPN Grade 0, 21 (12.2%) were Grade 1, and 61 (35.6%) were Grade 2. IPN grade significantly associated with both plaque morphology and location, with higher grades observed among Type III morphology and common carotid artery plaques. Significant negative association was further shown between IPN grade and serum high-density lipoprotein cholesterol (HDL-C) level. Plaque morphology and location, and HDL-C remained significantly associated with IPN grade after adjusting for confounding factors. Conclusion The location and morphology of carotid plaques were significantly associated with the IPN grade on CEUS, and therefore show potential as biomarkers for plaque vulnerability. Serum HDL-C was also identified as a protective factor against IPN, and may play a role in the management of carotid atherosclerosis. Our study provided a potential strategy for identification of vulnerable carotid plaques and elucidated the important imaging predictors of stroke.
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Ma T, Shi X, Yuan C, Yang Y, Guan L, Li Y, Zhang W, Mu Y, Cheng X. Contrast-Enhanced Ultrasound Combined With 2D Strain Imaging and Histopathological Multimodal Assessment of Carotid Plaque Vulnerability. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1595-1601. [PMID: 37088605 DOI: 10.1016/j.ultrasmedbio.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 02/25/2023] [Accepted: 03/06/2023] [Indexed: 05/03/2023]
Abstract
OBJECTIVE The aim of this study was to explore the value of contrast-enhanced ultrasound (CEUS) combined with 2-D strain imaging in evaluating carotid plaque vulnerability and the correlations among CEUS perfusion parameters, strain parameters and histopathological findings in different plaque segments. METHODS Patients with carotid artery stenosis who underwent carotid endarterectomy (CEA) at the First Affiliated Hospital of Xinjiang Medical University from September 2020 to June 2021 underwent preoperative carotid artery 2-D ultrasonography and CEUS. The plaques were divided into three segments: the proximal end of the shoulder, central cap and distal end of the shoulder. The peak intensity (PI) value and strain rate parameters of the regions of interest were analyzed. Plaques were divided into a stable group (8 cases) and an unstable group (19 cases). The microvascular density (MVD) and vascular endothelial growth factor (VEGF) expression of each patch in the unstable group were analyzed. RESULTS The peak strain during the systolic period in each plaque segment in both groups showed the following pattern: proximal end shoulder > distal end shoulder > top (p < 0.05). The PI value for CEUS is also represented. In the unstable group, the PI values of each segment of the plaque were positively correlated with the MVD, near-center PI value and VEGF average optical density value. The average optical density of each segment was positively correlated with the MVD (p < 0.05). There were positive correlations between the PI values of the proximal and distal shoulder and the strain values (p < 0.05), and the MVD value of each segment, VEGF value and strain value were positively correlated (p < 0.05). CONCLUSION PI and the pathological tissue components represented by CEUS were positively correlated with the mechanical parameters of the plaque along the long axis. There may be overlap between the high shear stress area of the plaque and the neovascular aggregation area, and the combination of the two has certain significance for assessing the vulnerability of the plaque.
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Affiliation(s)
- Ting Ma
- Department of Echocardiography, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China; Key Laboratory of Ultrasound Medicine of Xinjiang, Urumqi, China
| | - Xuan Shi
- Department of Echocardiography, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China; Key Laboratory of Ultrasound Medicine of Xinjiang, Urumqi, China
| | - Chen Yuan
- Department of Echocardiography, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China; Key Laboratory of Ultrasound Medicine of Xinjiang, Urumqi, China
| | - Yuanyuan Yang
- Department of Echocardiography, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China; Key Laboratory of Ultrasound Medicine of Xinjiang, Urumqi, China
| | - Lina Guan
- Department of Echocardiography, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China; Key Laboratory of Ultrasound Medicine of Xinjiang, Urumqi, China; State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yanhong Li
- Department of Echocardiography, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China; Key Laboratory of Ultrasound Medicine of Xinjiang, Urumqi, China
| | - Wei Zhang
- Department of Pathology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yuming Mu
- Department of Echocardiography, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China; Key Laboratory of Ultrasound Medicine of Xinjiang, Urumqi, China; State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China.
| | - Xiaojiang Cheng
- Department of Neurosurgery, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
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Wang B, Chen Y, Qiao Q, Dong L, Xiao C, Qi Z. Evaluation of carotid plaque vulnerability with different echoes by shear wave elastography and CEUS. J Stroke Cerebrovasc Dis 2023; 32:106941. [PMID: 36586243 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/05/2022] [Accepted: 12/09/2022] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVE Using shear wave elastography (SWE) and contrast enhanced ultrasound (CEUS)to examine carotid plaques with different echoes, and explore a reliable method to quantify characteristics associated with vulnerable carotid plaques. METHODS 2D ultrasound, SWE and CEUS were performed on 244 carotid plaques, and the echoes were evaluated according to the Gray-Weale classification scale and gray-scale median (GSM), and the mean Young's modulus (YM) of the plaque was measured and the intraplaque neovascularization was observed to investigate the relationship between carotid plaque types with different echo characteristics, GSM and the values of each parameter of YM and CEUS. The relationship between GSM and YM and CEUS values was investigated. RESULTS The differences between GSM values (F = 49.742, P < 0.001), with the maximum, mean, and minimum YM values of ultrasound elastography (P < 0.001), and with the number (P < 0.001) and density (P = 0.047) of neovascularization on CEUS were statistically significant for the different echogenic types of plaques, and the lower the echogenicity of the plaque, the lower the GSM values (r = 0.632, P < 0.001), the smaller the YM values (all r > 0, P < 0.001), and the higher the neovascularization number and density values (r < 0, P < 0.001); and there were also statistically significant differences between the above indicators in the vulnerable and stable plaque groups (all P < 0.05). CONCLUSION GSM, SWE, and CEUS techniques can quantitatively evaluate the vulnerability of different echo carotid plaques in a more comprehensive and objective manner, which may help clinical identification of vulnerable plaques, and provide important reference values for early diagnosis and treatment in clinical practice.
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Affiliation(s)
| | | | - Qi Qiao
- First hospital of Qinhuangdao, Hebei, China
| | - Lili Dong
- First hospital of Qinhuangdao, Hebei, China
| | | | - Zhengqin Qi
- First hospital of Qinhuangdao, Hebei, China.
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Guo Y, Wang X, Wang L, Wei X, Duan Y, Yang X, Zhang M, Zhao B. The Value of Superb Microvascular Imaging and Contrast-enhanced Ultrasound for the Evaluation of Neovascularization in Carotid Artery Plaques. Acad Radiol 2023; 30:403-411. [PMID: 36123231 DOI: 10.1016/j.acra.2022.08.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 07/31/2022] [Accepted: 08/01/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To compare the consistency between superb microvascular imaging (SMI) and contrast-enhanced ultrasound (CEUS) for the detection of neovascularization in carotid plaques of different thicknesses and to evaluate the applied value of these two methods for detecting neovascularization in carotid plaques in the clinic. METHODS A total of 45 patients with carotid artery plaques who were diagnosed in our hospital involving 76 hypoechoic plaques with a thickness ≥2.0 mm were selected. According to thickness, the plaques were divided into three groups: 2.0-2.5 mm, 2.5-3.0 mm and ≥3.0 mm. Each group underwent both SMI and CEUS, and two experienced sonographers (A and B) analyzed the ultrasound images to evaluate the neovascularization of carotid plaques. The amount of the neovascular signal was assessed using a semi-quantitative grading scale (vascularity grade: grade 0-3). SMI and CEUS were graded respectively according to the visual methods as follows: grade 0: no blood flow signal/enhancement within plaques; grade 1: a few blood flow signals/enhancement within plaques; grade 2: medium blood flow signals/enhancement within plaques; and grade 3: extensive blood flow signals/enhancement within plaques. Kappa consistency test was used to analyze the consistency of the grade of neovascularization in plaques between SMI with CEUS. Gamma rank correlation analysis was used to examine the correlation between neovascularization grade by SMI and CEUS in plaque and plaque thickness. RESULTS Of these patients, 14 had unilateral plaques and 31 had bilateral plaques. The two sonographers were highly consistent in terms of applying SMI and CEUS methods for diagnosing neovascularization in carotid plaques (Kappa values were 0.736 and 0.680>0). Consistency was found between SMI and CEUS by sonographers (sonographer A: Kappa=0.823; sonographer B: Kappa=0.842) in evaluating the neovascular grade in the carotid plaques. SMI and CEUS grades were positively correlated with plaque thickness (sonographer A: γ = 0.735 and 0.772; sonographer B: γ = 0.805 and 0.798). CONCLUSION Neovascularization in carotid plaques was successfully detected by SMI in a manner that concurred well with CEUS results. Our data indicate that both CEUS and SMI have high diagnostic value for assessing the neovascularization of plaques.
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Affiliation(s)
- Yanqin Guo
- the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Xinghua Wang
- the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Lu Wang
- Shanxi Medical University School and Hospital of Stomatology, Shanxi Province Key Laboratory of Oral Diseases Prevention and New Materials, Taiyuan, China
| | - Xiaoli Wei
- the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Yinling Duan
- the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Xiaohuan Yang
- the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Min Zhang
- the Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Bin Zhao
- Shanxi Medical University School and Hospital of Stomatology, Shanxi Province Key Laboratory of Oral Diseases Prevention and New Materials, Taiyuan, China.
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Huang Z, Cheng XQ, Liu YN, Bi XJ, Deng YB. Value of Intraplaque Neovascularization on Contrast-Enhanced Ultrasonography in Predicting Ischemic Stroke Recurrence in Patients With Carotid Atherosclerotic Plaque. Korean J Radiol 2023; 24:338-348. [PMID: 36907591 PMCID: PMC10067694 DOI: 10.3348/kjr.2022.0977] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 02/22/2023] Open
Abstract
OBJECTIVE Patients with a history of ischemic stroke are at risk for a second ischemic stroke. This study aimed to investigate the relationship between carotid plaque enhancement on perfluorobutane microbubble contrast-enhanced ultrasonography (CEUS) and future recurrent stroke, and to determine whether plaque enhancement can contribute to risk assessment for recurrent stroke compared with the Essen Stroke Risk Score (ESRS). MATERIALS AND METHODS This prospective study screened 151 patients with recent ischemic stroke and carotid atherosclerotic plaques at our hospital between August 2020 and December 2020. A total of 149 eligible patients underwent carotid CEUS, and 130 patients who were followed up for 15-27 months or until stroke recurrence were analyzed. Plaque enhancement on CEUS was investigated as a possible risk factor for stroke recurrence and as a possible adjunct to ESRS. RESULTS During follow-up, 25 patients (19.2%) experienced recurrent stroke. Patients with plaque enhancement on CEUS had an increased risk of stroke recurrence events (22/73, 30.1%) compared to those without plaque enhancement (3/57, 5.3%), with an adjusted hazard ratio (HR) of 38.264 (95% confidence interval [CI]:14.975-97.767; P < 0.001) according to a multivariable Cox proportional hazards model analysis, indicating that the presence of carotid plaque enhancement was a significant independent predictor of recurrent stroke. When plaque enhancement was added to the ESRS, the HR for stroke recurrence in the high-risk group compared to that in the low-risk group (2.188; 95% CI, 0.025-3.388) was greater than that of the ESRS alone (1.706; 95% CI, 0.810-9.014). A net of 32.0% of the recurrence group was reclassified upward appropriately by the addition of plaque enhancement to the ESRS. CONCLUSION Carotid plaque enhancement was a significant and independent predictor of stroke recurrence in patients with ischemic stroke. Furthermore, the addition of plaque enhancement improved the risk stratification capability of the ESRS.
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Affiliation(s)
- Zhe Huang
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xue-Qing Cheng
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ya-Ni Liu
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiao-Jun Bi
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - You-Bin Deng
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Li Q, Cai M, Wang H, Chen L. Diagnostic Performance of Contrast-Enhanced Ultrasound and High-Resolution Magnetic Resonance Imaging for Carotid Atherosclerotic Plaques: A Systematic Review and Meta-Analysis. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:739-749. [PMID: 36321389 DOI: 10.1002/jum.16122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 08/17/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVES The aim of this meta-analysis was to evaluate the diagnostic value of contrast-enhanced ultrasound (CEUS) and high-resolution magnetic resonance imaging (HR-MRI) in patients with carotid vulnerable plaques. METHODS A systematic review was conducted in PubMed, Embase, Cochrane Library, and Web of Science using the search terms carotid artery, atherosclerotic plaque, CEUS, contrast-enhanced ultrasound, HR-MRI, and high-resolution magnetic resonance. Studies published since the establishment of the library until December 2021 were retrieved. The statistical analyses were performed with Meta-DiSc version 1.4. Beyond that, the potential sources of heterogeneity for CEUS and HR-MRI were explored. RESULTS Nine articles were included in this study. For CEUS, the pooled sensitivity and specificity for detecting carotid vulnerable plaques 91% (95% confidence interval [CI]: 84%, 95%) and 67% (95% CI: 54%, 79%), respectively. For HR-MRI, the pooled sensitivity and specificity were 78% (95% CI: 72%, 83%) and 65% (95% CI, 56%, 73%), respectively. The area under the summary receiver operating characteristic curve for CEUS and HR-MRI were 0.9218 and 0.8129, respectively. However, the difference in diagnostic accuracy between CEUS and HR-MRI diagnostic accuracy was not statistically significant. CONCLUSIONS The study shows that the sensitivity of CEUS was higher than that of HR-MRI, and the specificity was similar to HR-MRI. CEUS and HR-MRI provide a similar diagnostic yield in detecting a vulnerable plaque. Thus, CEUS may be a useful tool for the diagnosis of carotid vulnerable plaques.
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Affiliation(s)
- Qiuping Li
- Department of Ultrasonography, China-Japan Union Hospital of Jilin University, Changchun, Jilin, China
| | - Miaomiao Cai
- Department of Ultrasonography, China-Japan Union Hospital of Jilin University, Changchun, Jilin, China
| | - Hui Wang
- Department of Ultrasonography, China-Japan Union Hospital of Jilin University, Changchun, Jilin, China
| | - Libo Chen
- Department of Ultrasonography, China-Japan Union Hospital of Jilin University, Changchun, Jilin, China
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Chen J, Zhao F, Lei C, Qi T, Xue X, Meng Y, Zhang W, Zhang H, Wang J, Zhu H, Cheng C, Wang Q, Bi C, Song B, Jin C, Niu Q, An F, Li B, Huo X, Zhao Y, Li B. Effect of evolocumab on the progression of intraplaque neovascularization of the carotid based on contrast-enhanced ultrasonography (EPIC study): A prospective single-arm, open-label study. Front Pharmacol 2023; 13:999224. [PMID: 36686711 PMCID: PMC9846542 DOI: 10.3389/fphar.2022.999224] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 12/08/2022] [Indexed: 01/06/2023] Open
Abstract
Background and Purpose: The aim of this study was to explore the effect of half a year of evolocumab plus moderate-intensity statin treatment on carotid intraplaque neovascularization (IPN) and blood lipid levels. Methods: A total of 31 patients with 33 carotid plaques who received evolocumab plus statin treatment were included. Blood lipid levels, B-mode ultrasound and contrast-enhanced ultrasonography (CEUS) at baseline and after half a year of evolocumab plus statin therapy were collected. The area under the curve (AUC) reflected the total amount of acoustic developer entering the plaque or lumen within the 180 s measurement period. The enhanced intensity reflected the peak blood flow intensity during the monitoring period, and the contrast agent area reflected the area of vessels in the plaques. Results: Except for high-density lipoprotein cholesterol (HDL-c), all other lipid indices decreased. Compared with baseline, low-density lipoprotein cholesterol (LDL-c) decreased by approximately 57% (p < 0.001); total cholesterol (TC) decreased by approximately 34% (p < 0.001); small dense low-density lipoprotein (sd-LDL) decreased by approximately 52% (p < 0.001); and HDL-c increased by approximately 20% (p < 0.001). B-mode ultrasonography showed that the length and thickness of the plaque and the hypoechoic area ratio were reduced (p < 0.05). The plaque area, calcified area ratio, and lumen cross-sectional area changed little (p > 0.05). CEUS revealed that the area under the curve of plaque/lumen [AUC (P/L)] decreased from 0.27 ± 0.13 to 0.19 ± 0.11 (p < 0.001). The enhanced intensity ratio of plaque/lumen [intensity ratio (P/L)] decreased from 0.37 ± 0.16 to 0.31 ± 0.14 (p = 0.009). The contrast agent area in plaque/area of plaque decreased from 19.20 ± 13.23 to 12.66 ± 9.59 (p = 0.003). The neovascularization score decreased from 2.64 ± 0.54 to 2.06 ± 0.86 (p < 0.001). Subgroup analysis based on statin duration (<6 months and ≥6 months) showed that there was no significant difference in the AUC (P/L) or intensity ratio (P/L) at baseline or after half a year of evolocumab treatment. Conclusion: This study found that evolocumab combined with moderate-intensity statins significantly improved the blood lipid profile and reduced carotid IPN. Clinical Trial Registration: https://www.clinicaltrials.gov; identifier: NCT04423406.
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Affiliation(s)
- Ju Chen
- Department of Medical Ultrasonics, Zibo Central Hospital, Zibo, China
| | - Faming Zhao
- Department of Cardiology, Zibo Central Hospital, Zibo, China
- Department of Infectious Disease, Zibo Infectious Disease Hospital, Zibo, China
| | - Chengbin Lei
- Laboratory Department, Zibo Central Hospital, Zibo, China
| | - Tianjun Qi
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Xin Xue
- Laboratory Department, Zibo Central Hospital, Zibo, China
| | - Yuan Meng
- Laboratory Department, Zibo Central Hospital, Zibo, China
| | - Wenzhong Zhang
- Department of Medical Ultrasonics, Zibo Central Hospital, Zibo, China
| | - Hui Zhang
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Jian Wang
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Haijun Zhu
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Cheng Cheng
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Qilei Wang
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Chenglong Bi
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Beibei Song
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Chengwei Jin
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Qiang Niu
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Fengshuang An
- Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China
| | - Bin Li
- Department of Cardiology, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Xiaoguang Huo
- Department of Medical Ultrasonics, Zibo Central Hospital, Zibo, China
| | - Yunhe Zhao
- Department of Cardiology, Zibo Central Hospital, Zibo, China
| | - Bo Li
- Department of Cardiology, Zibo Central Hospital, Zibo, China
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Advances in Noninvasive Carotid Wall Imaging with Ultrasound: A Narrative Review. J Clin Med 2022; 11:jcm11206196. [PMID: 36294515 PMCID: PMC9604731 DOI: 10.3390/jcm11206196] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 10/12/2022] [Indexed: 11/17/2022] Open
Abstract
Carotid atherosclerosis is a major cause for stroke, with significant associated disease burden morbidity and mortality in Western societies. Diagnosis, grading and follow-up of carotid atherosclerotic disease relies on imaging, specifically ultrasound (US) as the initial modality of choice. Traditionally, the degree of carotid lumen stenosis was considered the sole risk factor to predict brain ischemia. However, modern research has shown that a variety of other imaging biomarkers, such as plaque echogenicity, surface morphology, intraplaque neovascularization and vasa vasorum contribute to the risk for rupture of carotid atheromas with subsequent cerebrovascular events. Furthermore, the majority of embolic strokes of undetermined origin are probably arteriogenic and are associated with nonstenosing atheromas. Therefore, a state-of-the-art US scan of the carotid arteries should take advantage of recent technical developments and should provide detailed information about potential thrombogenic (/) and emboligenic arterial wall features. This manuscript reviews recent advances in ultrasonographic assessment of vulnerable carotid atherosclerotic plaques and highlights the fields of future development in multiparametric arterial wall imaging, in an attempt to convey the most important take-home messages for clinicians performing carotid ultrasound.
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Ma X, Wang J, Li Z, Zhou X, Liang X, Wang J, Duan Y, Zhao P. Early Assessment of Atherosclerotic Lesions and Vulnerable Plaques in vivo by Targeting Apoptotic Macrophages with AV Nanobubbles. Int J Nanomedicine 2022; 17:4933-4946. [PMID: 36275481 PMCID: PMC9581080 DOI: 10.2147/ijn.s382738] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 10/03/2022] [Indexed: 11/07/2022] Open
Abstract
Background The early detection of atherosclerotic lesions is particularly important for risk prediction of acute cardiovascular events. Macrophages apoptosis was significantly associated with the degree of AS lesions and especially contributed to plaque vulnerability. In this research, we mainly sought to explore the feasibility of a home-made AV-nanobubbles (NBAV) for visualization of apoptotic macrophages and assessment of atherosclerosis (AS) lesions by contrast-enhanced ultrasound (CEUS) imaging. Methods NBAV were prepared by “Optimized Thin-Film Hydration” and “Biotin-Avidin-Biotin” methods. Then, the characterization and echogenicity of NBAV were measured and analyzed in vitro. The targeting ability of NBAV to ox-LDL–induced apoptotic macrophages was observed by laser scanning confocal microscope. The ApoE−/− mice mode fed with high fat diet were observed by high-frequency ultrasound, microanatomy and oil red O staining. CEUS imaging in vivo was performed on AS plaques with NBAV and NBCtrl injection through the tail vein in turn in ApoE−/− mice. After CEUS imaging, the plaques were confirmed and analyzed by histopathological and immunological assessment. Results The prepared NBAV had a nano-scale size distribution with a low PDI and a negative zeta potential. Moreover, NBAV showed an excellent stability and exhibited a significantly echogenic signal than saline in vitro. In addition, we found that NBAV could target apoptotic macrophages induced by ox-LDL. Compared with NBCtrl, CEUS imaging of NBAV showed strong and sustained echo enhancement in plaque area of aortic arch in vivo. Further research showed that NBAV sensitive plaques presented more significant pathological changes with several vulnerable plaque features and abundant TUNEL-positive area. Conclusion NBAV displayed a sensitive indicator to evaluate apoptotic macrophages, indicating a promising CEUS molecular probe for AS lesions and vulnerable plaques identification.
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Affiliation(s)
- Xiaoju Ma
- Department of Ultrasonic Medicine, Tang Du Hospital, Air Force Medical University, Xi’an, 710038, People’s Republic of China,Ultrasonic Department, Lin Tong Rehabilitation and Convalescent Center, Lintong, 710600, People’s Republic of China
| | - Jia Wang
- Department of Ultrasonic Medicine, Tang Du Hospital, Air Force Medical University, Xi’an, 710038, People’s Republic of China
| | - Zhelong Li
- Department of Ultrasonic Medicine, Tang Du Hospital, Air Force Medical University, Xi’an, 710038, People’s Republic of China
| | - Xueying Zhou
- Ultrasonic Department, Air Force Hospital of Central Theater, Datong, 037006, People’s Republic of China
| | - Xiao Liang
- Department of Ultrasonic Medicine, Tang Du Hospital, Air Force Medical University, Xi’an, 710038, People’s Republic of China
| | - Junyan Wang
- Department of Nuclear Medicine, Tang Du Hospital, Air Force Medical University, Xi’an, 710038, People’s Republic of China
| | - Yunyou Duan
- Department of Ultrasonic Medicine, Tang Du Hospital, Air Force Medical University, Xi’an, 710038, People’s Republic of China
| | - Ping Zhao
- Department of Ultrasonic Medicine, Tang Du Hospital, Air Force Medical University, Xi’an, 710038, People’s Republic of China,Correspondence: Ping Zhao; Yunyou Duan, Email ;
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Zhang L, Lyu Q, Zhou W, Li X, Ni Q, Jiang S, Shi G. High systemic immune-inflammation index is associated with carotid plaque vulnerability: New findings based on carotid ultrasound imaging in patients with acute ischemic stroke. Front Neurol 2022; 13:959531. [PMID: 36158955 PMCID: PMC9505015 DOI: 10.3389/fneur.2022.959531] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 07/28/2022] [Indexed: 11/13/2022] Open
Abstract
Vulnerable carotid plaque is closely related to the occurrence of Ischemic stroke. Therefore, accurate and rapid identification of the nature of carotid plaques is essential. AS is a chronic immune inflammatory process. Systemic immune-inflammation index (SII) is a novel index of immune inflammation obtained from routine whole blood cell count analysis, which comprehensively reflects the state of inflammation and immune balance in the body. This study sought to explore the relationship between SII level and carotid plaque vulnerability, plaque composition characteristics, and acute ischemic stroke (AIS) severity. A total of 131 patients diagnosed with AIS presenting with a carotid atherosclerotic plaque were enrolled in this study. Using carotid ultrasound (CDU) to assess the carotid-responsible plaque properties, we divided the patients into stable plaques group and vulnerable plaques group, and analyzed the correlation between SII levels and plaque vulnerability. And we further analyzed to evaluate the correlation between high SII levels and plaque characteristics and AIS severity. In addition, Cohen's Kappa statistics was used to detect the consistency of Carotid ultrasound (US) and cervical High-resolution magnetic resonance imaging (HRMRI) in evaluating plaque vulnerability. The findings showed that the vulnerable group had higher levels of SII compared with the stable group. The high SII group had more vulnerable plaques and a high frequency of plaque fibrous cap rupture compared with the low SII group. Logistic analysis showed that a high SII level was an independent risk factor for vulnerable plaques (odds ratio [OR] = 2.242) and plaque fibrous cap rupture (OR=3.462). The results also showed a high consistency between Carotid US and HRMRI methods in the assessment of plaque vulnerability [Cohen's kappa value was 0.89 (95% CI = 0.78-0.97)] and the level of SII was positively associated with NIHSS score (r = 0.473, P < 0.001). Our study suggests that elevated levels of SII may have adverse effects on the vulnerability of carotid plaques, especially in stroke patients with vulnerable plaques with ruptured fibrous caps, which may aggravate the severity of AIS.
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Affiliation(s)
- Lianlian Zhang
- Department of Ultrasound, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, China
| | - Qi Lyu
- Department of Ultrasound, Taizhou People's Hospital, Taizhou, China
| | - Wenyan Zhou
- Department of Ultrasound, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, China
| | - Xia Li
- Department of General Practice Medicine, The Affiliated Hospital of Jiangsu Medical Vocational College, The Sixth Affiliated Hospital of Nantong University Yancheng Third People's Hospital, Yancheng, China
| | - Qinggan Ni
- Department of Burn and Plastic Surgery, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, China
| | - Shu Jiang
- Department of Radiology, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, China
| | - Guofu Shi
- Department of Cardiovascular Medicine, The Affiliated Hospital of Jiangsu Medical Vocational College, The Sixth Affiliated Hospital of Nantong University Yancheng Third People's Hospital, Yancheng, China
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Zhu X, Shan Y, Guo R, Zheng T, Zhang X, Liu Z, Liu K. Three-Dimensional High-Resolution Magnetic Resonance Imaging for the Assessment of Cervical Artery Dissection. Front Aging Neurosci 2022; 14:785661. [PMID: 35865747 PMCID: PMC9295408 DOI: 10.3389/fnagi.2022.785661] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 06/09/2022] [Indexed: 11/13/2022] Open
Abstract
Background and PurposeDiagnosing cervical artery dissection (CAD) is still a challenge based on the current radiographic criteria. This study aimed to assess the value of three-dimensional high-resolution magnetic resonance imaging (3D HRMRI) in the detection of the signs of CAD and its diagnosis.Materials and MethodsPatients with CAD from January 2016 to January 2021 were recruited from our 3D HRMRI database. The signs of dissection (intramural hematomas, intimal flap, double lumen), length and location of the dissection, thickness of the intramural hematoma, intraluminal thrombus, and percentage of dilation of the outer contour of the dissection on 3D HRMRI were assessed.ResultsFourteen patients with 16 CADs, including 12 carotid CADs and 4 vertebral CADs, were finally diagnosed in this study. On 3D HRMRI, intramural hematomas were detected in 13/16 (81.3%) lesions with high sensitivity (100%) and high specificity (100%). Intimal flaps were found in 9/16 (56.3%) lesions with moderate sensitivity (64.3%) and high specificity (88.9%). Double lumen signs were observed in 4/16 (25.0%) lesions with high sensitivity (80.0%) and high specificity (100%). In addition, concomitant intraluminal thrombus were detected in 4/16 (25.0%) lesions with high sensitivity (80.0%) and high specificity (100%). The mean length of dissection was (25.1 ± 13.7) mm. The mean thickness of the intramural hematoma was (4.3 ± 2.3) mm. The mean percentage of dilation for the outer contour of the dissection was (151.3 ± 28.6)%.ConclusionThe 3D HRMRI enables detection of the dissecting signs, such as intramural hematoma, intimal flap, double lumen, and intraluminal thrombus with high sensitivity and specificity, suggesting a useful, and non-invasive tool for definitively diagnosing CAD.
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Affiliation(s)
- Xianjin Zhu
- Department of Neurology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Yi Shan
- Graduate School of Peking Union Medical College, Beijing, China
- Department of Neurology, China-Japan Friendship Hospital, Beijing, China
| | - Runcai Guo
- Department of Radiology, China-Japan Friendship Hospital, Beijing, China
| | - Tao Zheng
- Department of Neurology, China-Japan Friendship Hospital, Beijing, China
| | - Xuebin Zhang
- Department of Radiology, China-Japan Friendship Hospital, Beijing, China
| | - Zunjing Liu
- Department of Neurology, China-Japan Friendship Hospital, Beijing, China
- *Correspondence: Zunjing Liu,
| | - Kunpeng Liu
- Department of Anesthesiology, Peking University International Hospital, Beijing, China
- Kunpeng Liu,
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Zhang L, Lyu Q, Ding Y, Hu C, Hui P. Texture Analysis Based on Vascular Ultrasound to Identify the Vulnerable Carotid Plaques. Front Neurosci 2022; 16:885209. [PMID: 35720730 PMCID: PMC9204477 DOI: 10.3389/fnins.2022.885209] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 05/09/2022] [Indexed: 11/13/2022] Open
Abstract
Vulnerable carotid plaques are closely related to the occurrence of ischemic stroke. Therefore, accurate and rapid identification of the nature of carotid plaques is essential. This study aimed to determine whether texture analysis based on a vascular ultrasound can be applied to identify vulnerable plaques. Data from a total of 150 patients diagnosed with atherosclerotic plaque (AP) by carotid ultrasound (CDU) and high-resolution magnetic resonance imaging (HRMRI) were collected. HRMRI is the in vivo reference to assess the nature of AP. MaZda software was used to delineate the region of interest and extract 303 texture features from ultrasonic images of plaques. Following regression analysis using the least absolute shrinkage and selection operator (LASSO) algorithm, the overall cohort was randomized 7:3 into the training (n = 105) and testing (n = 45) sets. In the training set, the conventional ultrasound model, the texture feature model, and the conventional ultrasound-texture feature combined model were constructed. The testing set was used to validate the model’s effectiveness by calculating the area under the curve (AUC), accuracy, sensitivity, and specificity. Based on the combined model, a nomogram risk prediction model was established, and the consistency index (C-index) and the calibration curve were obtained. In the training and testing sets, the AUC of the prediction performance of the conventional ultrasonic-texture feature combined model was higher than that of the conventional ultrasonic model and the texture feature model. In the training set, the AUC of the combined model was 0.88, while in the testing set, AUC was 0.87. In addition, the C-index results were also favorable (0.89 in the training set and 0.84 in the testing set). Furthermore, the calibration curve was close to the ideal curve, indicating the accuracy of the nomogram. This study proves the performance of vascular ultrasound-based texture analysis in identifying the vulnerable carotid plaques. Texture feature extraction combined with CDU sonogram features can accurately predict the vulnerability of AP.
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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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Yao J, Yang Z, Huang L, Yang C, Wang J, Cao Y, Hao L, Zhang L, Zhang J, Li P, Wang Z, Sun Y, Ran H. Low-Intensity Focused Ultrasound-Responsive Ferrite-Encapsulated Nanoparticles for Atherosclerotic Plaque Neovascularization Theranostics. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2021; 8:e2100850. [PMID: 34382370 PMCID: PMC8498883 DOI: 10.1002/advs.202100850] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 05/22/2021] [Indexed: 05/24/2023]
Abstract
Pathological angiogenesis is a crucial factor that causes atherosclerotic plaque rupture. Sinoporphyrin sodium-mediated sonodynamic therapy (DVDMS-SDT) induces regression of plaque neovascularization in humans without causing obvious side effects. However, a clinical noninvasive theranostic strategy for atherosclerotic plaque neovascularization is urgently needed. A nanoplatform designed for multimodality imaging-guided SDT in plaque angiogenesis theranostics, termed PFP-HMME@PLGA/MnFe2 O4 -ramucirumab nanoparticles (PHPMR NPs), is fabricated. It encapsulates manganese ferrite (MnFe2 O4 ), hematoporphyrin monomethyl ether (HMME), and perfluoropentane (PFP) stabilized by polylactic acid-glycolic acid (PLGA) shells and is conjugated to an anti-VEGFR-2 antibody. With excellent magnetic resonance imaging (MRI)/photoacoustic/ultrasound imaging ability, the distribution of PHPMR NPs in plaque can be observed in real time. Additionally, they actively accumulate in the mitochondria of rabbit aortic endothelial cells (RAECs), and the PHPMR NP-mediated SDT promotes mitochondrial-caspase apoptosis via the production of reactive oxygen species and inhibits the proliferation, migration, and tubulogenesis of RAECs. On day 3, PHPMR NP-mediated SDT induces apoptosis in neovessel endothelial cells and improves hypoxia in the rabbit advanced plaque. On day 28, PHPMR NP-mediated SDT reduces the density of neovessels, subsequently inhibiting intraplaque hemorrhage and inflammation and eventually stabilizing the plaque. Collectively, PHPMR NP-mediated SDT presents a safe and effective theranostic strategy for inhibiting plaque angiogenesis.
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Affiliation(s)
- Jianting Yao
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Zhuowen Yang
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular Institute, Harbin Medical University, Harbin, 150001, P. R. China
| | - Liandi Huang
- State Key Laboratory of Ultrasound in Medicine and Engineering, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Chao Yang
- Department of Radiology, Chongqing General Hospital, University of Chinese Academy of Sciences, Chongqing, 400014, P. R. China
| | - Jianxin Wang
- Department of Ultrasound, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, P. R. China
| | - Yang Cao
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Lan Hao
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Liang Zhang
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Jingqi Zhang
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular Institute, Harbin Medical University, Harbin, 150001, P. R. China
| | - Pan Li
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Zhigang Wang
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Yang Sun
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
| | - Haitao Ran
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P. R. China
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Mechtouff L, Rascle L, Crespy V, Canet-Soulas E, Nighoghossian N, Millon A. A narrative review of the pathophysiology of ischemic stroke in carotid plaques: a distinction versus a compromise between hemodynamic and embolic mechanism. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1208. [PMID: 34430649 PMCID: PMC8350662 DOI: 10.21037/atm-20-7490] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 05/31/2021] [Indexed: 12/13/2022]
Abstract
Atherosclerotic carotid artery stenosis causes about 10–20% of all ischemic strokes through two main mechanisms: hemodynamic impairment in case of significant stenosis and thromboembolism from an atherosclerotic plaque regardless of the degree of stenosis. The latter is the most frequent mechanism and appear to result from embolization from a vulnerable atherosclerotic plaque or acute occlusion of the carotid artery and propagation of thrombus distally. Downstream infarcts may occur in a territory of major cerebral artery or at the most distal areas between two territories of major cerebral arteries, the so-called watershed (WS), or border zone area. Although WS infarcts, especially deep WS infarct, were historically thought to be due to hemodynamic compromise, the role of microembolism has also been documented, both mechanisms may act synergistically to promote WS infarcts. Routine and more advanced imaging techniques may provide information on the underlying mechanism involved in ipsilateral ischemic stroke. A better understanding of ischemic stroke pathogenesis in carotid stenosis may limit the use of routine non-selective shunt, whose benefit-risk balance is debated, to patients with hemodynamic impairment. After reviewing existing evidence underpinning the contribution of the two mechanisms in downstream ischemic stroke and the various imaging techniques available to investigate them, we will focus on the pathogenesis of WS infarcts that remains debated.
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Affiliation(s)
- Laura Mechtouff
- Stroke Center, Hospices Civils de Lyon, Lyon, France.,INSERM U1060, CarMeN Laboratory, University Claude Bernard Lyon 1, Lyon, France
| | - Lucie Rascle
- Stroke Center, Hospices Civils de Lyon, Lyon, France
| | - Valentin Crespy
- Vascular Surgery Department, Hospices Civils de Lyon, Lyon, France
| | | | - Norbert Nighoghossian
- Stroke Center, Hospices Civils de Lyon, Lyon, France.,INSERM U1060, CarMeN Laboratory, University Claude Bernard Lyon 1, Lyon, France
| | - Antoine Millon
- Vascular Surgery Department, Hospices Civils de Lyon, Lyon, France.,LIBM EA7424, Team Atherosclerosis, Thrombosis and Physical Activity, University Claude Bernard Lyon 1, Lyon, France
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Yang Z, Yao J, Wang J, Zhang C, Cao Y, Hao L, Yang C, Wu C, Zhang J, Wang Z, Ran H, Tian Y. Ferrite-encapsulated nanoparticles with stable photothermal performance for multimodal imaging-guided atherosclerotic plaque neovascularization therapy. Biomater Sci 2021; 9:5652-5664. [PMID: 34259244 DOI: 10.1039/d1bm00343g] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Pathological angiogenesis is a critical contributor to atherosclerotic plaque rupture. However, there are few effective theranostic strategies to stabilize plaques by suppressing neovascularization. In this study, we fabricated a polymeric nanosystem using 3 nm manganese ferrite (MnFe2O4) and perfluorohexane (PFH) stabilized by polylactic acid-glycolic acid (PLGA) shells and conjugated to the surface of an anti-vascular endothelial growth factor receptor 2 (VEGFR2) antibody [ramucirumab (Ram)]. The PFH@PLGA/MnFe2O4-Ram nanoparticles (NPs) were used as atherosclerotic plaque angiogenesis theranostics for multimodal imaging-guided photothermal therapy (PTT). Three-nanometer MnFe2O4 is an excellent magnetic resonance imaging T1 and photoacoustic imaging contrast agent. Upon exposure to near-infrared (NIR) light, MnFe2O4 in the NPs could transform NIR light into thermal energy for the photothermal elimination of plaque angiogenesis. Additionally, optical droplet vaporization of PFH in the NPs triggered by the thermal effect to form gas bubbles enhanced ultrasound imaging. Our in vitro experiments revealed that PFH@PLGA/MnFe2O4-Ram NPs actively accumulated in rabbit aortic endothelial cells, and NP-mediated PTT promoted endothelial cell apoptosis while inhibiting their proliferation, migration, and tubulogenesis. Notably, the PFH@PLGA/MnFe2O4-Ram NPs possessed excellent photostability and biocompatibility. In the rabbit advanced atherosclerotic plaque model, PFH@PLGA/MnFe2O4-Ram NP-guided PTT significantly induced apoptosis of neovascular endothelial cells and improved the hypoxia status in the plaque 3 days after treatment. On day 28, PTT significantly reduced the density of neovessels and subsequently stabilized rabbit plaques by inhibiting plaque hemorrhage and macrophage infiltration. Collectively, these results suggest that PFH@PLGA/MnFe2O4-Ram NP-guided PTT is a safe and effective theranostic strategy for inhibiting atherosclerotic plaque angiogenesis.
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Affiliation(s)
- Zhuowen Yang
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular Institute, Harbin Medical University, Harbin 150001, P. R. China. and Department of Gerontology, The First Affiliated Hospital, Harbin Medical University, Harbin 150001, P. R. China
| | - Jianting Yao
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P. R. China
| | - Jianxin Wang
- Department of Ultrasound, The First Affiliated Hospital of Harbin Medical University, Harbin 150001, P. R. China
| | - Cong Zhang
- Department of Ultrasound, The First Affiliated Hospital of Harbin Medical University, Harbin 150001, P. R. China
| | - Yang Cao
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P. R. China
| | - Lan Hao
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P. R. China
| | - Chao Yang
- Department of Radiology, Chongqing General Hospital, University of Chinese Academy of Sciences, Chongqing 400014, P. R. China
| | - Changjun Wu
- Department of Ultrasound, The First Affiliated Hospital of Harbin Medical University, Harbin 150001, P. R. China
| | - Jingqi Zhang
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular Institute, Harbin Medical University, Harbin 150001, P. R. China.
| | - Zhigang Wang
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P. R. China
| | - Haitao Ran
- Department of Ultrasound, Chongqing Key Laboratory of Ultrasound Molecular Imaging, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P. R. China
| | - Ye Tian
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular Institute, Harbin Medical University, Harbin 150001, P. R. China. and Department of Pathophysiology and Key Laboratory of Cardiovascular Pathophysiology, Harbin Medical University, Key Laboratory of Cardiovascular Medicine Research (Harbin Medical University), Ministry of Education, Harbin 150086, P. R. China
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Cui L, Xing Y, Zhou Y, Wang L, Liu K, Zhang D, Chen Y. Carotid intraplaque neovascularisation as a predictive factor for future vascular events in patients with mild and moderate carotid stenosis: an observational prospective study. Ther Adv Neurol Disord 2021; 14:17562864211023992. [PMID: 34211584 PMCID: PMC8216344 DOI: 10.1177/17562864211023992] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 05/23/2021] [Indexed: 12/02/2022] Open
Abstract
Background: Intraplaque neovascularisation (IPN) increases the vulnerability of plaques, which makes them more likely to rupture and increases the risk of vascular events. However, it is unclear whether IPN can predict future vascular events (stroke recurrence and cardiovascular events). Previous studies on IPN have focused on patients with severe stenosis but overlooked patients with mild and moderate stenosis. This study aimed to investigate whether IPN assessed by contrast-enhanced ultrasonography (CEUS) in patients with mild and moderate degrees of stenosis is associated with future vascular events. Methods: One hundred and twenty-one patients participated in this study. 76 patients who met the inclusion and exclusion criteria were included in the final dataset of the study. IPN was graded from 0 to 2 according to the extent of the microbubbles assessed using CEUS. The degree of carotid stenosis was graded as mild, moderate, or severe. We recorded future vascular events during the follow-up. Univariate and multivariate logistic regression analyses were used to evaluate risk factors for future vascular events. Results: After a follow-up period of 30 ± 6 months, 30 patients (39.5%) experienced subsequent vascular events. Compared with the ‘non-recurrent’ group, the ‘recurrent’ group showed a higher proportion of grade 2 neovascularisation (p < 0.05), and it was an independent predictor of subsequent vascular events (odds ratio 6.066, 95% confidence interval 1.565–23.512, p < 0.05). Furthermore, in patients with mild and moderate stenosis, future vascular events occurred in an unexpectedly high proportion (up to 42.9%). In the ‘recurrent’ group, 55% of patients with mild and moderate stenosis had grade 2 neovascularisation. Conclusion: IPN by CEUS was an independent predictor of future vascular events in patients with recent ischemic stroke, and the high proportion of neovascularisation in patients with mild and moderate stenosis requires more attention.
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Affiliation(s)
- Liuping Cui
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Yingqi Xing
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Yangyang Zhou
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Lijuan Wang
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Kangding Liu
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Daofu Zhang
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Ying Chen
- Department of Neurology, The First Hospital of Jilin University, Xinmin Street 71, Changchun, 130021, China
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