1
|
Agarwal V, Sherwani P, Chauhan U, Kumar B. Assessment of Carotid Plaque Enhancement on Contrast-Enhanced Ultrasound as a Predictor for Severe Coronary Artery Disease. Indian J Radiol Imaging 2024; 34:460-468. [PMID: 38912243 PMCID: PMC11188725 DOI: 10.1055/s-0044-1779522] [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] [Indexed: 06/25/2024] Open
Abstract
Background and Aim Contrast-enhanced ultrasound (CEUS) can reliably identify vulnerable plaques. As atherosclerosis is a systemic disease, we evaluated whether contrast enhancement of carotid plaque (CECP) can predict severe coronary artery disease (CAD) by comparing CECP in patients who have had acute coronary syndromes (ACS) recently with asymptomatic individuals. Settings and Design This case-control study was done at a tertiary care center during 2022. Materials and Methods Fourteen participants were recruited in each group, after screening in-patients for carotid plaques and inclusion and exclusion criteria. Those who had history of ACS were enrolled as cases, while those who did not were enrolled as controls. All these patients underwent grayscale, Doppler, and CEUS examination for characterization of the carotid plaque. For cases, findings on CEUS were also compared with the severity of CAD on catheter coronary angiography. Statistical Analysis Diagnostic parameters including sensitivity, specificity, and diagnostic accuracy were calculated and proportions were compared by using Fisher's exact test. Results Eight out of 28 patients showed CECP. CECP and CAD were positively associated with p -Value of 0.033. Eighty-three percent patients with triple vessel disease and 50% patients with double vessel disease on coronary angiography showed CECP. Sensitivity and specificity of CECP for prediction of CAD were 50 and 92.9%, respectively. Conclusion CECP on CEUS can predict CAD and is a more reliable indicator of severe CAD than plaque characteristics on grayscale and Doppler imaging; making it useful for screening of patients at risk of having CAD.
Collapse
Affiliation(s)
- Vanshika Agarwal
- Department of Diagnostic and Intervention Radiology, All India Institute of Medical Sciences Rishikesh, Rishikesh, Uttarakhand, India
| | - Poonam Sherwani
- Department of Diagnostic and Intervention Radiology, All India Institute of Medical Sciences Rishikesh, Rishikesh, Uttarakhand, India
| | - Udit Chauhan
- Department of Diagnostic and Intervention Radiology, All India Institute of Medical Sciences Rishikesh, Rishikesh, Uttarakhand, India
| | - Barun Kumar
- Department of Cardiology, All India Institute of Medical Sciences Rishikesh, Rishikesh, Uttarakhand, India
| |
Collapse
|
2
|
Xu M, Lu ZY. Early diagnostic value of carotid artery ultrasound parameters combined with epicardial adipose layer thickness in coronary heart disease. World J Clin Cases 2024; 12:3004-3011. [PMID: 38898833 PMCID: PMC11185360 DOI: 10.12998/wjcc.v12.i17.3004] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/12/2024] [Accepted: 04/23/2024] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND Coronary heart disease is associated with coronary atherosclerosis indicated by carotid intima-media thickness (CIMT) thickening and altered vascular elasticity. The epicardial adipose layer can secrete proinflammatory factors that promote the formation of coronary atherosclerosis. Thus, the epicardial fat layer thickness (EAT) may also predict coronary heart disease. AIM To determine the role of common carotid artery ultrasound parameters and EAT in the early diagnosis of coronary artery disease. METHODS Based on coronary angiography, patients with newly suspected coronary heart disease were divided into case (n = 107) and control (n = 41) groups. The carotid ultrasound parameters, including vascular stiffness (β), elastic coefficient (EP), pulse wave conduction velocity (PWV-β), CIMT, and EAT were compared between the case and control groups and among patients with different lesion numbers in the case group. Pearson correlation was used to evaluate the early diagnostic value of EAT, common carotid artery elasticity, and CIMT for coronary heart disease. RESULTS EP, β, PWV-β, CIMT, and EAT were significantly higher in the case group compared with the levels in the control group (all P < 0.001). In the case group, lesions were detected in one vessel in 34 patients, two vessels in 38 patients, and three vessels in 35 patients. Within the case group, β, EP, PWV-β, CIMT, and EAT levels significantly increased with an increased number of lesions (all P < 0.001). EAT positively correlated with β, EP, PWV-β, and CIMT (all P < 0.01). The area under the curve for diagnosing coronary heart disease using EAT combined with CIMT and carotid elasticity was 0.893, and the sensitivity and specificity were 0.890 and 0.837. CONCLUSION EAT correlated well with changes in carotid artery elasticity and CIMT in patients with coronary heart disease. The combination of EAT, carotid artery elasticity, and CIMT facilitates the early diagnosis of coronary heart disease.
Collapse
Affiliation(s)
- Min Xu
- Department of Ultrasound, Suzhou Ninth People's Hospital, Suzhou 215200, Jiangsu Province, China
| | - Zhao-Yang Lu
- Department of Ultrasound, Suzhou Ninth People's Hospital, Suzhou 215200, Jiangsu Province, China
| |
Collapse
|
3
|
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.
Collapse
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
| |
Collapse
|
4
|
Zhu Y, You J, Xu C, Gu X. Predictive value of carotid artery ultrasonography for the risk of coronary artery disease. JOURNAL OF CLINICAL ULTRASOUND : JCU 2021; 49:218-226. [PMID: 33051899 DOI: 10.1002/jcu.22932] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 09/12/2020] [Accepted: 09/15/2020] [Indexed: 06/11/2023]
Abstract
PURPOSE To assess carotid intima-media thickness (IMT), carotid plaques, and cardiovascular risk factors in patients with suspected coronary artery disease (CHD) to determine their association and predictive value for CHD. METHODS We performed duplex Doppler ultrasonography of the carotid arteries and coronary angiography or CT in 480 patients with suspected CHD, and investigated their personal and medical histories. Patients were then assigned to the CHD or the control group depending on the presence of coronary lesions. Ultrasonography was performed the morning after admission prior to any treatment, coronary angiography, or CT. RESULTS Carotid plaques were mainly distributed in the common carotid artery bifurcation, with a significant difference between the CHD and control groups. Plaque incidence (80%) and IMT were significantly higher (P < .001 and P = .012, respectively) in the CHD (80% and 0.84 ± 0.21 mm) than in the control group (49% and 0.76 ± 0.18 mm). The factors significantly associated with CHD were introduced into a multivariate regression model. Male subject (OR = 1.569, 95%CI 1.004-2.453; P = .048) and plaque burden (OR = 0.457, 95%CI 0.210-0.993; P = .048) were significant predictors for CHD occurrence. The presence of carotid plaques performed significantly better than IMT and the Framingham risk score for predicting CHD lesions (P < .001 for both). CONCLUSIONS CHD patients showed higher percentage of clinical (plaques) or subclinical (IMT) carotid artery wall change, and the presence of carotid plaques showed better predictive value than IMT and Framingham risk score for the presence of coronary artery lesions.
Collapse
Affiliation(s)
- Ye Zhu
- Clinical Medical College, Yangzhou University, Yangzhou, China
- Department of Cardiology, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Jia You
- Department of Internal Medicine, Yangzhou Maternal and Child Health Care Hospital, Yangzhou, Jiangsu, China
| | - Chao Xu
- Department of Biostatistics and Epidemiology, University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, USA
| | - Xiang Gu
- Clinical Medical College, Yangzhou University, Yangzhou, China
- Department of Cardiology, Northern Jiangsu People's Hospital, Yangzhou, China
| |
Collapse
|
5
|
Yan H, Wu X, He Y, Staub D, Wen X, Luo Y. Carotid Intraplaque Neovascularization on Contrast-Enhanced Ultrasound Correlates with Cardiovascular Events and Poor Prognosis: A Systematic Review and Meta-analysis. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 47:167-176. [PMID: 33213970 DOI: 10.1016/j.ultrasmedbio.2020.10.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 10/15/2020] [Accepted: 10/23/2020] [Indexed: 02/08/2023]
Abstract
The goal of this meta-analysis is to investigate whether carotid intraplaque neovascularization (IPN) on contrast-enhanced ultrasound (CEUS) correlates with past cardiovascular events (CVEs) and prognosis. The present meta-analysis included 22 studies involving 3232 patients. The pooled analysis revealed that the presence of IPN was significantly associated with a higher incidence of future CVEs (pooled relative risk = 3.28, 95% confidence interval [CI]: 2.28-4.73) and a lower event-free probability (pooled hazard ratio = 2.51, 95% CI: 1.48-4.27). The presence of IPN was significantly associated with higher rates of past cardiac events (odds ratio = 4.25, 95% CI: 2.48-7.29) and past cerebrovascular accidents (odds ratio = 4.83, 95% CI: 2.66-8.78). Our results suggest that carotid IPN on CEUS significantly correlates with past cardiac events and cerebrovascular accidents and can predict future CVEs. Carotid CEUS is useful in CVE risk stratification.
Collapse
Affiliation(s)
- Hualin Yan
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Xian Wu
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Ying He
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Daniel Staub
- Department of Angiology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Xiaorong Wen
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China
| | - Yan Luo
- Department of Medical Ultrasound, West China Hospital, Sichuan University, Chengdu, China.
| |
Collapse
|
6
|
Shimoda S, Kitamura A, Imano H, Cui R, Muraki I, Yamagishi K, Umesawa M, Sankai T, Hayama-Terada M, Kubota Y, Shimizu Y, Okada T, Kiyama M, Iso H. Associations of Carotid Intima-Media Thickness and Plaque Heterogeneity With the Risks of Stroke Subtypes and Coronary Artery Disease in the Japanese General Population: The Circulatory Risk in Communities Study. J Am Heart Assoc 2020; 9:e017020. [PMID: 32990124 PMCID: PMC7792402 DOI: 10.1161/jaha.120.017020] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Evidence on the associations of carotid intima-media thickness and carotid plaque characteristics with stroke subtypes and coronary artery disease risks in Asians is limited. This study investigated these associations in the Japanese general population. Methods and Results Maximum intima-media thicknesses of both the common carotid artery and internal carotid artery and carotid plaque characteristics were evaluated in 2943 Japanese subjects aged 40 to 75 years without history of cardiovascular disease. Subjects were followed up for a median of 15.1 years. Using a multivariate Cox proportional hazard model, we found that hazard ratios (HRs) and 95% CIs for the highest (≥1.07 mm) versus lowest (≤0.77 mm) quartiles of maximum intima-media thicknesses of the common carotid artery were 1.97 (1.26-3.06) for total stroke, 1.52 (0.67-3.41) for hemorrhagic stroke, 2.45 (1.41-4.27) for ischemic stroke, 3.60 (1.64-7.91) for lacunar infarction, 1.53 (0.69-3.41) for nonlacunar cerebral infarction, 2.68 (1.24-5.76) for coronary artery disease, and 2.11 (1.44-3.12) for cardiovascular disease (similar results were found for maximum intima-media thicknesses of the internal carotid artery). HRs(95% CIs) for heterogeneous plaque versus no plaque were 1.58 (1.09-2.30) for total stroke, 1.25 (0.58-2.70) for hemorrhagic stroke, 1.74 (1.13-2.67) for ischemic stroke, 1.84 (1.03-3.19) for lacunar infarction, 1.58 (0.80-3.11) for nonlacunar cerebral infarction, 2.11 (1.20-3.70) for coronary artery disease, and 1.71 (1.25-2.35) for cardiovascular disease. Conclusions Maximum intima-media thicknesses of the common carotid artery, maximum intima-media thicknesses of the internal carotid artery, and heterogeneous plaque were associated with the risks of stroke, lacunar infarction, coronary artery disease, and cardiovascular disease in Asians.
Collapse
Affiliation(s)
- Saeko Shimoda
- Public Health, Department of Social Medicine Osaka University Graduate School of Medicine Osaka Japan
| | - Akihiko Kitamura
- Public Health, Department of Social Medicine Osaka University Graduate School of Medicine Osaka Japan.,Research Team for Social Participation and Community Health Tokyo Metropolitan Institute of Gerontology Tokyo Japan.,Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan
| | - Hironori Imano
- Public Health, Department of Social Medicine Osaka University Graduate School of Medicine Osaka Japan.,Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan
| | - Renzhe Cui
- Public Health, Department of Social Medicine Osaka University Graduate School of Medicine Osaka Japan
| | - Isao Muraki
- Public Health, Department of Social Medicine Osaka University Graduate School of Medicine Osaka Japan
| | - Kazumasa Yamagishi
- Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan.,Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center University of Tsukuba Ibaraki Japan.,Ibaraki Western Medical Center Ibaraki Japan
| | - Mitsumasa Umesawa
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center University of Tsukuba Ibaraki Japan.,Department of Public Health Dokkyo Medical University Tochigi Japan
| | - Tomoko Sankai
- Department of Public Health and Nursing, Faculty of Medicine University of Tsukuba Ibaraki Japan
| | - Mina Hayama-Terada
- Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan.,Yao Public Health Center, Yao City Office Osaka Japan
| | - Yasuhiko Kubota
- Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan
| | - Yuji Shimizu
- Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan
| | - Takeo Okada
- Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan
| | - Masahiko Kiyama
- Osaka Center for Cancer and Cardiovascular Disease Prevention Osaka Japan
| | - Hiroyasu Iso
- Public Health, Department of Social Medicine Osaka University Graduate School of Medicine Osaka Japan
| |
Collapse
|
7
|
Schinkel AFL, Bosch JG, Staub D, Adam D, Feinstein SB. Contrast-Enhanced Ultrasound to Assess Carotid Intraplaque Neovascularization. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 46:466-478. [PMID: 31791553 DOI: 10.1016/j.ultrasmedbio.2019.10.020] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 10/25/2019] [Accepted: 10/28/2019] [Indexed: 06/10/2023]
Abstract
Contrast-enhanced ultrasound (CEUS) is increasingly being used to identify patients with carotid plaques that are vulnerable to rupture, so-called vulnerable atherosclerotic plaques, by assessment of intraplaque neovascularization. A complete overview of the strengths and limitations of carotid CEUS is currently not available. The aim of this systematic review was to provide a complete overview of existing publications on the role of CEUS in assessment of carotid intraplaque neovascularization. The systematic review of the literature yielded 52 studies including a total of 4660 patients (mean age: 66 y, 71% male) who underwent CEUS for the assessment of intraplaque neovascularization. The majority of the patients (76%) were asymptomatic and had no history of transient ischemic attack (TIA) or stroke. The assessment of intraplaque neovascularization was mostly performed using a visual scoring system; several studies used time-intensity curves or dedicated quantification software to optimize analysis. In 17 studies CEUS was performed in patients before carotid surgery (endarterectomy), allowing a comparison of pre-operative CEUS findings with histologic analysis of the tissue sample that is removed from the carotid artery. In a total of 576 patients, the CEUS findings were compared with histopathological analysis of the plaque after surgery. In 16 of the 17 studies, contrast enhancement was found to correlate with the presence and degree of intraplaque neovascularization on histology. Plaques with a larger amount of contrast enhancement had significantly increased density of microvessels in the corresponding region on histology. In conclusion, CEUS is a readily available imaging modality for the assessment of patients with carotid atherosclerosis, providing information on atherosclerotic plaques, such as ulceration and intraplaque neovascularization, which may be clinically relevant. The ultimate clinical goal is the early identification of carotid atherosclerosis to start early preventive therapy and prevent clinical complications such as TIA and stroke.
Collapse
Affiliation(s)
- Arend F L Schinkel
- Department of Cardiology, Thoraxcenter, Erasmus MC, Rotterdam, The Netherlands.
| | - Johan G Bosch
- Department of Biomedical Engineering, Thoraxcenter, Erasmus MC, Rotterdam, The Netherlands
| | - Daniel Staub
- Division of Angiology, Department of Internal Medicine, University Hospital Basel, Basel, Switzerland
| | - Dan Adam
- Biomedical Engineering, Israel Institute of Technology, Haifa, Israel
| | - Steven B Feinstein
- Section of Cardiology, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| |
Collapse
|
8
|
Wu Y, Xie M, Zhang L, Lu X, Cheng X, Lv Q. Carotid Intima-Media Roughness and Elasticity in Hypertensive Patients With Normal Carotid Intima-Media Thickness. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2019; 38:1545-1552. [PMID: 30402973 PMCID: PMC7379922 DOI: 10.1002/jum.14843] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 09/26/2018] [Indexed: 05/24/2023]
Abstract
OBJECTIVES To investigate carotid intima-media roughness (IMR) in hypertensive patients with normal carotid intima-media thickness (IMT) using automatic identification software and the correlation between carotid IMR and risk factors. METHODS This case-control study comprised 61 hypertensive patients with normal carotid IMT and 51 control participants. Carotid IMR, carotid IMT, pulsed wave velocity (PWV), stiffness (β), and arterial compliance were determined by carotid ultrasound and image postprocessing using an automatic identification program and echo-tracking analysis software. RESULTS Carotid IMR, mean carotid IMT, maximum carotid IMT, β, and PWV in the hypertension group were higher than those in the control group (58.24 versus 34.61 μm, 641.17 versus 576.48 μm, 746.82 versus 640.55 μm, 9.42 versus 7.35, and 7.10 versus 5.86 m/s, respectively; P < .05), and arterial compliance was lower than that in the control group (0.70 versus 0.95 mm2 /kPa; P < .05). Intima-media roughness was correlated with maximum IMT, mean IMT, PWV, β, age, diagnosis of hypertension for greater than 1 year, and pulse pressure. Multivariate logistic regression showed that age, diagnosis of hypertension for greater than 1 year, and pulse pressure were influential factors for IMR in hypertensive patients, with odds ratios of 6.719 (95% confidence interval, 1.658-27.221; P = .008), 4.726 (95% confidence interval, 1.174-19.022; P = .029), and 3.998 (95% confidence interval, 1.033-15.466; P = .045), respectively. CONCLUSIONS Carotid IMR and the elasticity index have important clinical importance in evaluating the risk of early atherosclerosis in hypertensive populations.
Collapse
Affiliation(s)
- Yu Wu
- Department of UltrasoundUnion Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhanChina
| | - Mingxing Xie
- Department of UltrasoundUnion Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhanChina
| | - Li Zhang
- Department of UltrasoundUnion Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhanChina
| | - Xuan Lu
- Institute of HematologyUnion Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhanChina
| | - Xinyao Cheng
- Cardiovascular DivisionZhongnan Hospital, Wuhan UniversityWuhanChina
| | - Qing Lv
- Department of UltrasoundUnion Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhanChina
| |
Collapse
|