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Pakizer D, Kozel J, Elmers J, Feber J, Michel P, Školoudík D, Sirimarco G. Diagnostics Accuracy of Magnetic Resonance Imaging in Detection of Atherosclerotic Plaque Characteristics in Carotid Arteries Compared to Histology: A Systematic Review. J Magn Reson Imaging 2025; 61:1067-1093. [PMID: 38981139 PMCID: PMC11803704 DOI: 10.1002/jmri.29522] [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: 04/17/2024] [Revised: 06/12/2024] [Accepted: 06/17/2024] [Indexed: 07/11/2024] Open
Abstract
Carotid plaque composition represents one of the main risk factors of future ischemic stroke. MRI provides excellent soft tissue contrast that can distinguish plaque characteristics. Our objective was to analyze the diagnostic accuracy of MRI imaging in the detection of carotid plaque characteristics compared to histology in patients with symptomatic and asymptomatic carotid atherosclerosis through a systematic review. After prospective registration in PROSPERO (ID CRD42022329690), Medline Ovid, Embase.com, Cochrane Library, and Web of Science Core were searched without any search limitation up to May 27, 2022 to identify eligible articles. Of the 8168 studies, 53 (37 × 1.5 T MRI, 17 × 3 T MRI) evaluated MRI accuracy in the detection of 13 specific carotid plaque characteristics in 169 comparisons. MRI demonstrated high diagnostic accuracy for detection of calcification (3 T MRI: mean sensitivity 92%/mean specificity 90%; 1.5 T MRI: mean sensitivity 81%/mean specificity 91%), fibrous cap (1.5 T: 89%/87%), unstable plaque (1.5 T: 89%/87%), intraplaque hemorrhage (1.5 T: 86%/88%), and lipid-rich necrotic core (1.5 T: 89%/79%). MRI also proved to have a high level of tissue discrimination for the carotid plaque characteristics investigated, allowing potentially for a better risk assessment and follow-up of patients who may benefit from more aggressive treatments. These results emphasize the role of MRI as the first-line imaging modality for comprehensive assessment of carotid plaque morphology, particularly for unstable plaque. EVIDENCE LEVEL: 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- David Pakizer
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of MedicineUniversity of OstravaOstravaCzech Republic
| | - Jiří Kozel
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of MedicineUniversity of OstravaOstravaCzech Republic
| | - Jolanda Elmers
- Medical LibraryLausanne University Hospital and University of LausanneLausanneSwitzerland
| | - Janusz Feber
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of MedicineUniversity of OstravaOstravaCzech Republic
- Division of Nephrology, Department of Pediatrics, Children's Hospital of Eastern OntarioUniversity of OttawaOttawaOntarioCanada
| | - Patrik Michel
- Stroke Center, Service of Neurology, Department of Clinical NeurosciencesLausanne University HospitalLausanneSwitzerland
| | - David Školoudík
- Centre for Health Research, Department of Clinical Neurosciences, Faculty of MedicineUniversity of OstravaOstravaCzech Republic
| | - Gaia Sirimarco
- Stroke Center, Service of Neurology, Department of Clinical NeurosciencesLausanne University HospitalLausanneSwitzerland
- Neurology Unit, Department of Internal MedicineRiviera Chablais HospitalRennazSwitzerland
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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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3
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Jung C, Kaul MG, Bruns OT, Dučić T, Freund B, Heine M, Reimer R, Meents A, Salmen SC, Weller H, Nielsen P, Adam G, Heeren J, Ittrich H. Intraperitoneal injection improves the uptake of nanoparticle-labeled high-density lipoprotein to atherosclerotic plaques compared with intravenous injection: a multimodal imaging study in ApoE knockout mice. Circ Cardiovasc Imaging 2013; 7:303-11. [PMID: 24357264 DOI: 10.1161/circimaging.113.000607] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND The aim of this study was to assess whether high-density lipoprotein (HDL) labeled with superparamagnetic iron oxide nanoparticles (SPIOs) and quantum dots was able to detect atherosclerotic lesions in mice after intravenous and intraperitoneal injection by multimodal imaging. METHODS AND RESULTS Nanoparticle-labeled HDLs (NP-HDLs) were characterized in vitro by dynamic light scattering and size exclusion chromatography with subsequent cholesterol and fluorescence measurements. For biodistribution and blood clearance studies, NP-HDL(SPIOs) radiolabeled with (59)Fe (NP-HDL(59Fe-SPIOs)) were injected intravenously or intraperitoneally into ApoE knockout mice (n=6), and radioactivity was measured using a gamma counter. NP-HDL accumulation within atherosclerotic plaques in vivo and ex vivo was estimated by MRI at 7 Tesla, ex vivo confocal fluorescence microscopy, x-ray fluorescence microscopy, and histological analysis (n=3). Statistical analyses were performed using a 2-tailed Student t-test. In vitro characterization of NP-HDL confirmed properties similar to endogenous HDL. Blood concentration time curves showed a biexponential decrease for the intravenous injection, whereas a slow increase followed by a steady state was noted for intraperitoneal injection. Radioactivity measurements showed predominant accumulation in the liver and spleen after both application approaches. NP-HDL(59Fe-SPIOs) uptake into atherosclerotic plaques increased significantly after intraperitoneal compared with intravenous injection (P<0.01). In vivo MRI showed an increased uptake of NP-HDL into atherosclerotic lesions after intraperitoneal injection, which was confirmed by ex vivo MRI, x-ray fluorescence microscopy, confocal fluorescence microscopy, and histological analysis. CONCLUSIONS In vivo MRI and ex vivo multimodal imaging of atherosclerotic plaque using NP-HDL is feasible, and intraperitoneal application improves the uptake within vessel wall lesions compared with intravenous injection.
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Affiliation(s)
- Caroline Jung
- Departments of Diagnostic and Interventional Radiology
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Horie N, Morikawa M, Ishizaka S, Takeshita T, So G, Hayashi K, Suyama K, Nagata I. Assessment of Carotid Plaque Stability Based on the Dynamic Enhancement Pattern in Plaque Components With Multidetector CT Angiography. Stroke 2012; 43:393-8. [DOI: 10.1161/strokeaha.111.635953] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
Recent studies have investigated plaque morphology to determine patients who are at high risk of carotid atherosclerosis. In this study, we investigated whether a difference in dynamic enhancement pattern in plaque components could be useful to assess plaque stability with multidetector CT angiography.
Methods—
Fifty-nine lesions with moderate to severe carotid atherosclerosis in 51 patients (33 symptomatic, 18 asymptomatic) were consecutively included. Early- and delayed-phase images were obtained in 3 equivalent axial slices with multidetector CT angiography. Hounsfield units (HU) in the early phase were subtracted from those in the delayed phase in plaques (ΔHU) and compared with clinical features, MRI-based plaque characteristics, and histological findings with 20 surgical specimens acquired from carotid endarterectomy.
Results—
The ΔHU was significantly higher in asymptomatic than that in symptomatic presentation (
P
=0.02). With MRI, a higher ΔHU was negatively correlated with signal intensity on T1-weighted imaging (
r
=−0.56,
P
<0.0001). Histology confirmed that ΔHU was positively correlated with fibrous tissue (
r
=0.67,
P
=0.001) and negatively correlated with a lipid-rich necrotic core with hemorrhage (
r
=−0.70,
P
<0.001). Moreover, less neovascularization and inflammation was found in plaques with a higher ΔHU.
Conclusions—
Delayed-phase images provide information regarding the dynamic change in contrast media from the early arterial phase. An increase in HU from the early phase on multidetector CT angiography indicates plaque stability with more fibrous tissue and a less lipid-rich necrotic core, intraplaque hemorrhage, and neovascularization.
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Affiliation(s)
- Nobutaka Horie
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
| | - Minoru Morikawa
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
| | - Shunsuke Ishizaka
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
| | - Tomonori Takeshita
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
| | - Gohei So
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
| | - Kentaro Hayashi
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
| | - Kazuhiko Suyama
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
| | - Izumi Nagata
- From the Departments of Neurosurgery (N.H., S.I., T.T., G.S., K.H., K.S., I.N.) and Radiology (M.M.), Nagasaki University School of Medicine, Nagasaki, Japan
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Degnan AJ, Gallagher G, Teng Z, Lu J, Liu Q, Gillard JH. MR angiography and imaging for the evaluation of middle cerebral artery atherosclerotic disease. AJNR Am J Neuroradiol 2011; 33:1427-35. [PMID: 21940802 DOI: 10.3174/ajnr.a2697] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Intracranial atherosclerotic disease may constitute the most common cause of ischemic stroke worldwide; yet, in the developed world, imaging research has largely focused on extracranial atherosclerosis. Many studies in populations of Asian, African, and Hispanic descent demonstrate the preponderance of intracranial stenosis compared with carotid stenosis. This review examines the clinical presentations of MCA atherosclerosis and stenosis and the use of noninvasive MR imaging in the assessment of intracranial vasculature. MRA is a well-validated technique that offers great advantage over traditional angiography. Advances in high-resolution MR imaging of MCA stenosis have the potential to yield excellent visualization of plaque. Future developments in high-resolution MR imaging to depict intracranial atherosclerosis are explored in this review; these advances will guide endovascular therapy and the comparison of novel interventions.
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Affiliation(s)
- A J Degnan
- University Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
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Katsuno M, Kobayashi S. Diagnosis of Vertebral Artery Dissection with Basiparallel Anatomical Scanning Magnetic Resonance Imaging. J NIPPON MED SCH 2011; 78:367-73. [DOI: 10.1272/jnms.78.367] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
| | - Shiro Kobayashi
- Department of Neurosurgery, Nippon Medical School Chiba Hokuso Hospital
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Beilvert A, Cormode DP, Chaubet F, Briley-Saebo KC, Mani V, Mulder WJM, Vucic E, Toussaint JF, Letourneur D, Fayad ZA. Tyrosine polyethylene glycol (PEG)-micelle magnetic resonance contrast agent for the detection of lipid rich areas in atherosclerotic plaque. Magn Reson Med 2010; 62:1195-201. [PMID: 19780153 DOI: 10.1002/mrm.22103] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Vulnerable or high-risk atherosclerotic plaques often exhibit large lipid cores and thin fibrous caps that can lead to deadly vascular events when they rupture. In this study, polyethylene glycol (PEG)-micelles that incorporate a gadolinium diethylenetriamine pentaacetic acid (Gd-DTPA) amphiphile were used as an MR contrast agent. In an approach inspired by lipoproteins, the micelles were functionalized with tyrosine residues, an aromatic, lipophilic amino acid, to reach the lipid-rich areas of atherosclerotic plaque in a highly efficient manner. These micelles were applied to apolipoprotein E(-/-) (ApoE(-/-)) mice as a model of atherosclerosis. The abdominal aortas of the animals were imaged using T(1)-weighted (T(1)W) high-resolution MRI at 9.4T before and up to 48 h after the administration of the micelles. PEG-micelles modified with 15% tyrosine residues yielded a significant enhancement of the abdominal aortic wall at 6 and 24 h postinjection (pi) as compared to unmodified micelles. Fluorescence microscopy on histological sections of the abdominal aorta showed a correlation between lipid-rich areas and the distribution of the functionalized contrast agent in plaque. Using a simple approach, we demonstrated that lipid-rich areas in atherosclerotic plaque of ApoE(-/-) mice can be detected by MRI using Gd-DTPA micelles.
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Affiliation(s)
- Anne Beilvert
- INSERM U698, Cardiovascular Bioengineering, CHU X. Bichat, University Paris 7, Paris, France
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8
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Tůma S, Tesař D, Veselka J, Neuwirth J. Plaque imaging: clinical implications and use of invasive methods. J Appl Biomed 2008. [DOI: 10.32725/jab.2008.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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