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Carotid Artery Plaque Identification and Display System (MRI-CAPIDS) Using Opensource Tools. Diagnostics (Basel) 2020; 10:diagnostics10121111. [PMID: 33371362 PMCID: PMC7767364 DOI: 10.3390/diagnostics10121111] [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: 11/18/2020] [Revised: 12/07/2020] [Accepted: 12/15/2020] [Indexed: 11/21/2022] Open
Abstract
Magnetic resonance imaging (MRI) represents one modality in atherosclerosis risk assessment, by permitting the classification of carotid plaques into either high- or low-risk lesions. Although MRI is generally used for observing the impact of atherosclerosis on vessel lumens, it can also show both the size and composition of itself, as well as plaque information, thereby providing information beyond that of simple stenosis. Software systems are a valuable aid in carotid artery stenosis assessment wherein commercial software is readily available but is not accessible to all practitioners because of its often high cost. This study focuses on the development of a software system designed entirely for registration, marking, and 3D visualization of the wall and lumen, using freely available open-source tools and libraries. It was designed to be free from “feature bloat” and avoid “feature-creep.” The image loading and display module of the modified QDCM library was improved by a minimum of 10,000%. A Bezier function was used in order to smoothen the curve of the polygon (referring to the shape formed by the marked points) by interpolating additional points between the marked points. This smoother curve led to a smoother 3D view of the lumen and wall.
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Huang S, Gong X, Guan S, Zheng S, Li F, Xu Q, Pang X. Clinical value of MRI T2-mapping quantitative assessment of carotid plaque. Acta Radiol 2020; 61:1021-1025. [PMID: 31876163 DOI: 10.1177/0284185119894216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Stroke is a severe health problem, and magnetic resonance imaging (MRI) plays a significant role in stroke. PURPOSE To investigate the clinical value of MRI T2-mapping in carotid artery plaque. MATERIAL AND METHODS To locate the plaque in the carotid artery, 25 patients with carotid atherosclerosis were examined by 3.0-T MRI with three-dimensional (3D) time-of-flight and 3D fast spin-echo (FSE) T1-weighted scanning. The original images were obtained after T2-mapping (multi-spin-echo sequence) scanning. The T2 values of the plaque in the narrowest lumen were measured on T2 maps after postprocessing of the original images. Based on the symptoms, the patients were divided into two sub-groups; independent sample t-test was employed to compare the difference between the T2 values of the plaque in the two groups. We evaluated the optimal threshold and diagnostic efficacy of T2 values in predicting cerebrovascular symptoms by the receiver operating characteristic (ROC) curve. RESULTS The T2 values of the carotid artery plaque in symptomatic and asymptomatic patients were 111.43 ± 46.54 ms and 59.25 ± 39.77 ms, respectively (t = -3.421, P < 0.01). ROC analysis showed that the T2 value of 65.38 ms was the optimal threshold to predict cerebrovascular symptoms. The specificity, sensitivity, and accuracy attained were 94.1% (16/17), 93.3% (14/15), and 93.8% (30/32), respectively. CONCLUSION We quantitatively assessed carotid plaque components by MRI T2-mapping technology. The T2 values of the carotid plaque were associated with cerebrovascular symptoms. The T2 values of the symptomatic plaque group were significantly higher than those of the asymptomatic group.
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Affiliation(s)
- Shan Huang
- Department of Nuclear Medicine, the Second Hospital of Anhui Medical University, Hefei, PR China
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, PR China
| | - Xijun Gong
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, PR China
| | - Song Guan
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, PR China
| | - Suisheng Zheng
- Department of Radiology, the Second Hospital of Anhui Medical University, Hefei, PR China
| | - Fei Li
- Department of Nuclear Medicine, the Second Hospital of Anhui Medical University, Hefei, PR China
| | - Qiqi Xu
- The Second Clinical College, Anhui Medical University, Hefei, PR China
| | - Xiaoxi Pang
- Department of Nuclear Medicine, the Second Hospital of Anhui Medical University, Hefei, PR China
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Evans NR, Tarkin JM, Le EP, Sriranjan RS, Corovic A, Warburton EA, Rudd JH. Integrated cardiovascular assessment of atherosclerosis using PET/MRI. Br J Radiol 2020; 93:20190921. [PMID: 32238077 DOI: 10.1259/bjr.20190921] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Atherosclerosis is a systemic inflammatory disease typified by the development of lipid-rich atheroma (plaques), the rupture of which are a major cause of myocardial infarction and stroke. Anatomical evaluation of the plaque considering only the degree of luminal stenosis overlooks features associated with vulnerable plaques, such as high-risk morphological features or pathophysiology, and hence risks missing vulnerable or ruptured non-stenotic plaques. Consequently, there has been interest in identifying these markers of vulnerability using either MRI for morphology, or positron emission tomography (PET) for physiological processes involved in atherogenesis. The advent of hybrid PET/MRI scanners offers the potential to combine the strengths of PET and MRI to allow comprehensive assessment of the atherosclerotic plaque. This review will discuss the principles and technical aspects of hybrid PET/MRI assessment of atherosclerosis, and consider how combining the complementary modalities of PET and MRI has already furthered our understanding of atherogenesis, advanced drug development, and how it may hold potential for clinical application.
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Affiliation(s)
- Nicholas R Evans
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth Pv Le
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Rouchelle S Sriranjan
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Andrej Corovic
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth A Warburton
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - James Hf Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
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Samber DD, Ramachandran S, Sahota A, Naidu S, Pruzan A, Fayad ZA, Mani V. Segmentation of carotid arterial walls using neural networks. World J Radiol 2020; 12:1-9. [PMID: 31988700 PMCID: PMC6928332 DOI: 10.4329/wjr.v12.i1.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 10/11/2019] [Accepted: 11/20/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Automated, accurate, objective, and quantitative medical image segmentation has remained a challenging goal in computer science since its inception. This study applies the technique of convolutional neural networks (CNNs) to the task of segmenting carotid arteries to aid in the assessment of pathology. AIM To investigate CNN's utility as an ancillary tool for researchers who require accurate segmentation of carotid vessels. METHODS An expert reader delineated vessel wall boundaries on 4422 axial T2-weighted magnetic resonance images of bilateral carotid arteries from 189 subjects with clinically evident atherosclerotic disease. A portion of this dataset was used to train two CNNs (one to segment the vessel lumen and the other to segment the vessel wall) with the remaining portion used to test the algorithm's efficacy by comparing CNN segmented images with those of an expert reader. RESULTS Overall quantitative assessment between automated and manual segmentations was determined by computing the DICE coefficient for each pair of segmented images in the test dataset for each CNN applied. The average DICE coefficient for the test dataset (CNN segmentations compared to expert's segmentations) was 0.96 for the lumen and 0.87 for the vessel wall. Pearson correlation values and the intra-class correlation coefficient (ICC) were computed for the lumen (Pearson = 0.98, ICC = 0.98) and vessel wall (Pearson = 0.88, ICC = 0.86) segmentations. Bland-Altman plots of area measurements for the CNN and expert readers indicate good agreement with a mean bias of 1%-8%. CONCLUSION Although the technique produces reasonable results that are on par with expert human assessments, our application requires human supervision and monitoring to ensure consistent results. We intend to deploy this algorithm as part of a software platform to lessen researchers' workload to more quickly obtain reliable results.
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Affiliation(s)
- Daniel D Samber
- Translational and Molecular Imaging Institute (TMII), Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Sarayu Ramachandran
- Translational and Molecular Imaging Institute (TMII), Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Anoop Sahota
- Translational and Molecular Imaging Institute (TMII), Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Sonum Naidu
- Translational and Molecular Imaging Institute (TMII), Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Alison Pruzan
- Translational and Molecular Imaging Institute (TMII), Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Zahi A Fayad
- Translational and Molecular Imaging Institute (TMII), Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Venkatesh Mani
- Translational and Molecular Imaging Institute (TMII), Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
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Mujaj B, Bos D, Muka T, van der Lugt A, Ikram MA, Vernooij MW, Stricker BH, Franco OH. Antithrombotic treatment is associated with intraplaque haemorrhage in the atherosclerotic carotid artery: a cross-sectional analysis of The Rotterdam Study. Eur Heart J 2018; 39:3369-3376. [PMID: 30060115 PMCID: PMC6148524 DOI: 10.1093/eurheartj/ehy433] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 03/13/2018] [Accepted: 07/11/2018] [Indexed: 12/24/2022] Open
Abstract
Aims Antithrombotic treatment plays a key role in stroke prevention, but their direct effects on the composition of carotid artery atherosclerotic plaques are unknown. To investigate the association of antithrombotic treatment with carotid artery plaque composition, with a specific focus on an intraplaque haemorrhage (IPH). Methods and results From the population-based Rotterdam Study, 1740 participants with carotid atherosclerosis on ultrasound (mean age 72.9 years, 46.0 women) underwent magnetic resonance imaging of the carotid arteries to assess plaque composition. Information on the use of oral anticoagulants [vitamin K antagonists (VKA)] and antiplatelet agents (salicylates), including duration of use and dosage, was obtained from pharmacy records for all participants. We used logistic regression models to assess the association between the use of anticoagulants and antiplatelet agents, and the different plaque components adjusting for confounders. Current and past use of VKA [adjusted odds ratio (OR): 1.88, 95% confidence interval (CI): 0.74-4.75 and OR 1.89, 95% CI: 0.91-3.93] and antiplatelet agents (OR: 1.22, 95% CI: 0.91-1.62), and (OR: 1.23, 95% CI: 0.86-1.75) showed positive trend with a higher presence of IPH. Also, a longer duration of use was associated with a higher frequency of IPH (OR: 3.15, 95% CI: 1.23-8.05) for the use of VKA, and longer duration of the use for antiplatelet agents showed a positive trend (OR: 1.21, 95% CI: 0.88-1.67). We also found that higher levels of international normalized ratio above 2.97 for VKA (OR: 1.48, 95% CI: 1.03-2.15) and higher daily defined dosage than 1.0 for antiplatelet agents (OR: 1.50, 95% CI: 1.21-1.87) were related to a higher frequency of IPH. We found no association with lipid core or calcification. Conclusions The use of antithrombotic treatment relates to a higher frequency of IPH in carotid atherosclerotic plaques.
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Affiliation(s)
- Blerim Mujaj
- Department of Epidemiology, Erasmus MC, Rm Na-2717, CA Rotterdam, the Netherlands
- Department of Cardiovascular Sciences, Research Unit Hypertension and Cardiovascular Epidemiology, Studies Coordinating Centre, KU Leuven, University of Leuven, Campus Sint Rafaël, Kapucijnenvoer 35, Leuven, Belgium
| | - Daniel Bos
- Department of Epidemiology, Erasmus MC, Rm Na-2717, CA Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, CA Rotterdam, the Netherlands
- Department of Epidemiology, Harvard TH Chan School of Public Health, 677 Huntington Avenue, Boston, MA, USA
| | - Taulant Muka
- Department of Epidemiology, Erasmus MC, Rm Na-2717, CA Rotterdam, the Netherlands
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus MC, CA Rotterdam, the Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC, Rm Na-2717, CA Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, CA Rotterdam, the Netherlands
- Department of Neurology, Erasmus MC, PO Box 2040, CA Rotterdam, the Netherlands
| | - Meike W Vernooij
- Department of Epidemiology, Erasmus MC, Rm Na-2717, CA Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, CA Rotterdam, the Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus MC, Rm Na-2717, CA Rotterdam, the Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus MC, Rm Na-2717, CA Rotterdam, the Netherlands
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Laugesen E, Høyem P, Thrysoe S, Hansen ESS, Mikkelsen AFS, Kerwin WS, Poulsen PL, Hansen TK, Kim WY. Negative Carotid Artery Remodeling in Early Type 2 Diabetes Mellitus and Increased Carotid Plaque Vulnerability in Obesity as Assessed by Magnetic Resonance Imaging. J Am Heart Assoc 2018; 7:e008677. [PMID: 30369319 PMCID: PMC6201412 DOI: 10.1161/jaha.118.008677] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 06/13/2018] [Indexed: 12/15/2022]
Abstract
Background Ischemic stroke from carotid plaque embolism remains a major cause of morbidity in patients with type 2 diabetes mellitus (T2 DM ). However, the effect of early T2 DM and obesity on carotid remodeling and plaque burden remains elusive. We assessed carotid remodeling and plaque composition by carotid magnetic resonance imaging in patients with short-duration T2 DM compared with a sex- and age-matched control group. Methods and Results One hundred patients with T2 DM (duration <5 years) and 100 sex- and age-matched controls underwent bilateral carotid artery magnetic resonance imaging in a 1.5-T magnetic resonance imaging scanner. Plaque burden was quantified by normalized wall index, maximum wall thickness, maximum wall area, and minimum lumen size. Plaque morphology was quantified by calcified plaque volume, necrotic core volume, and loose matrix volume. Magnetic resonance imaging data were available for 149 and 177 carotid arteries from T2 DM patients and controls, respectively. Adjusted for age and sex, T2 DM was associated with increased plaque burden indicated by a higher normalized wall index (ratio 1.03 [95% confidence interval, 1.002; 1.06], P=0.03), and negative remodeling indicated by a lower minimum lumen area (ratio 0.81 [0.74; 0.89], P<0.001), and lower maximum wall area (ratio 0.94 [0.88; 1.00], P=0.048) compared with controls. In both T2 DM and controls, body mass index ≥30.0 kg/m2 was associated with an 80% increase in total calcified plaque volume, and a 44% increase in necrotic core volume compared with body mass index <25.0 kg/m2. Conclusions Short-duration T2 DM was associated with increased carotid plaque burden and negative remodeling. Obesity was associated with increased carotid artery necrotic core volume and calcification independently of diabetes mellitus status. Clinical Trial Registration URL : https://www.clinicaltrials.gov . Unique identifier: NCT 00674271.
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Affiliation(s)
- Esben Laugesen
- Department of Endocrinology and Internal MedicineAarhus University HospitalAarhusDenmark
- Department of Internal MedicineRegional Hospital HorsensHorsensDenmark
| | - Pernille Høyem
- Department of Endocrinology and Internal MedicineAarhus University HospitalAarhusDenmark
| | - Samuel Thrysoe
- The MR Research Centre and Department of Clinical MedicineAarhus University HospitalAarhusDenmark
| | | | - Anders F. Stegmann Mikkelsen
- The MR Research Centre and Department of Clinical MedicineAarhus University HospitalAarhusDenmark
- Department of Procurement and Clinical EngineeringAarhusCentral Denmark Region
| | | | - Per L. Poulsen
- Department of Endocrinology and Internal MedicineAarhus University HospitalAarhusDenmark
| | - Troels K. Hansen
- Department of Endocrinology and Internal MedicineAarhus University HospitalAarhusDenmark
| | - W. Yong Kim
- The MR Research Centre and Department of Clinical MedicineAarhus University HospitalAarhusDenmark
- Department of CardiologyAarhus University HospitalAarhusDenmark
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7
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Mujaj B, Bos D, Selwaness M, Leening MJ, Kavousi M, Wentzel JJ, van der Lugt A, Hofman A, Stricker BH, Vernooij MW, Franco OH. Statin use is associated with carotid plaque composition: The Rotterdam Study. Int J Cardiol 2018. [DOI: 10.1016/j.ijcard.2018.02.111] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Cattaneo M, Wyttenbach R, Corti R, Staub D, Gallino A. The Growing Field of Imaging of Atherosclerosis in Peripheral Arteries. Angiology 2018; 70:20-34. [PMID: 29783854 DOI: 10.1177/0003319718776122] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In the past decades, peripheral arteries have represented a model for the comprehension of atherosclerosis as well as for the development of new diagnostic imaging modalities and therapeutic strategies. Peripheral arteries may represent a window to study atherosclerosis. Pathology has prominently contributed to move the clinical and research attention from the arterial lumen stenosis and angiography to morphological and functional imaging techniques. Evidence from large and prospective cohort or randomized controlled studies is still modest. Nevertheless, several emerging imaging investigations represent a potential tool for a comprehensive "in vivo" evaluation of the entire natural history of peripheral atherosclerosis. This constitutes a demanding assignment, as it would be desirable to obtain both single-lesion focused and extensive arterial system views to achieve the most accurate prognostic information. Our narrative review rests upon the fundamental pathological evidence, summarizing the rapidly growing field of imaging of atherosclerosis in peripheral arteries and presenting a selection of both currently available and emerging imaging techniques.
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Affiliation(s)
- Mattia Cattaneo
- 1 Cardiovascular Medicine Department, Ospedale Regionale di Bellinzona e Valli, San Giovanni, Bellinzona, Switzerland
| | - Rolf Wyttenbach
- 2 Radiology Department, Ospedale Regionale di Bellinzona e Valli, San Giovanni, Bellinzona, Switzerland.,3 University of Bern, Bern, Switzerland
| | - Roberto Corti
- 4 Cardiology Department, HerzKlinik Hirslanden, Zurich, Switzerland
| | - Daniel Staub
- 5 Angiology Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Augusto Gallino
- 1 Cardiovascular Medicine Department, Ospedale Regionale di Bellinzona e Valli, San Giovanni, Bellinzona, Switzerland.,6 University of Zurich, Zurich, Switzerland
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Papoutsis K, Li L, Near J, Payne S, Jezzard P. A purpose-built neck coil for black-blood DANTE-prepared carotid artery imaging at 7T. Magn Reson Imaging 2017; 40:53-61. [PMID: 28438710 DOI: 10.1016/j.mri.2017.04.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Revised: 04/12/2017] [Accepted: 04/20/2017] [Indexed: 01/07/2023]
Abstract
Atherosclerotic plaques in the bifurcation of the carotid arteries can pose a significant health risk due to possible plaque rupture and subsequent stroke. The assessment of plaques, and evaluation of the risk they pose, can be performed with Black-Blood (BB) vessel wall magnetic resonance imaging. However, resolution at standard clinical field strengths (up to 3T) is limited, hampering reliable assessment and diagnosis. The aim of this study was to investigate the benefits of 7T MRI using a BB application that has been successful at clinical field strengths. Therefore, for BB imaging, each sequence was preceded with 'Delay Alternating with Nutation for Tailored Excitation' (DANTE) preparation pulses for blood signal suppression. A coil comprising a 4-channel Tx array was designed and built to provide the required excitation coverage for the DANTE train; and a 4-channel Rx array was constructed to target the carotid bifurcation. Human and phantom results showed satisfactory blood suppression and comparable SNR and CNR to 3T, therefore demonstrating the feasibility of the application at 7T. However, the imposed SAR restrictions led to long scan times and subsequent motion artifacts. Thus, more accurate local SAR supervision schemes are required which could lead to a further improvement of BB DANTE vessel wall imaging at 7T.
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Affiliation(s)
- Konstantinos Papoutsis
- FMRIB Centre, Dept of Clinical Neurosciences, University of Oxford, Oxford, UK; Dept of Engineering Science, University of Oxford, Oxford, UK; MR Solutions Ltd, Guildford, UK.
| | - Linqing Li
- Section on Functional Imaging Methods, NIMH, NIH, USA
| | - Jamie Near
- Centre d'Imagerie Cérébrale, Douglas Mental Health University, Montreal, Canada; Dept of Psychiatry, McGill University, Montreal, Canada
| | - Stephen Payne
- Dept of Engineering Science, University of Oxford, Oxford, UK
| | - Peter Jezzard
- FMRIB Centre, Dept of Clinical Neurosciences, University of Oxford, Oxford, UK
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Schmidt C, Fischer T, Rückert RI, Oberwahrenbrock T, Harms L, Kronenberg G, Kunte H. Identification of neovascularization by contrast-enhanced ultrasound to detect unstable carotid stenosis. PLoS One 2017; 12:e0175331. [PMID: 28388659 PMCID: PMC5384678 DOI: 10.1371/journal.pone.0175331] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Accepted: 03/25/2017] [Indexed: 12/14/2022] Open
Abstract
Background Plaque neovascularization accompanies local inflammation and critically contributes to plaque instability. Correct identification of intraplaque neovascularization by contrast–enhanced ultrasound (CEUS) may provide an additional risk marker in carotid stenosis. This pilot study investigates the correlation between histological evaluation of carotid plaque specimens and pre-surgery CEUS to identify neovascularization. Methods 17 patients with high-grade internal carotid artery (ICA) stenosis were studied. CEUS was performed in all patients shortly before carotid endarterectomy. Neovascularization, infiltration of T cells and macrophages along with intraplaque hemorrhage were studied in excised plaques by immunohistochemistry. Ultrasound-based four-level and two-level classification systems for neovascularization were used. CEUS findings were compared with histological findings. Results Scores on the CEUS-based four-level and two-level classifications were robustly correlated with the density of intraplaque vessels (r = 0.635, p = 0.006 and r = 0.578, p = 0.015, respectively). Histological evaluation of regions with strong and prolonged intraplaque enhancement typically showed strong intraplaque neovascularization in conjunction with acute intraplaque hemorrhage. Moreover, higher grades of intraplaque neovascularization as determined by ultrasound were associated with a higher percentage of macrophage-rich areas. Conclusion CEUS is a technique well suited to gauge the degree of neovascularization of carotid plaques. Future research will have to define the reliability and validity of CEUS in everyday clinical practice. Further, our study suggests that CEUS may also be useful to pick up features of vulnerable plaques such as acute intraplaque hemorrhages.
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Affiliation(s)
- Charlotte Schmidt
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
| | - Thomas Fischer
- Institute of Radiology, Charité –Universitätsmedizin Berlin, Berlin, Germany
| | | | - Timm Oberwahrenbrock
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Lutz Harms
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
| | - Golo Kronenberg
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
- Klinik und Poliklinik für Psychiatrie und Psychotherapie, Zentrum für Nervenheilkunde, Universitätsmedizin Rostock, Rostock, Germany
| | - Hagen Kunte
- Charité Center 15 for Neurology, Neurosurgery and Psychiatry, Charité –Universitätsmedizin Berlin, Berlin, Germany
- MSB Medical School Berlin, Berlin, Germany
- * E-mail:
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11
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Dai E, Dong L, Zhang Z, Li L, Zhang H, Zhao X, Wang J, Yuan C, Guo H. Technical Note: Measurement of common carotid artery lumen dynamics using black-blood MR cine imaging. Med Phys 2017; 44:1105-1112. [PMID: 28100004 DOI: 10.1002/mp.12114] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 10/24/2016] [Accepted: 01/08/2017] [Indexed: 11/11/2022] Open
Abstract
PURPOSE To demonstrate the feasibility of measuring the common carotid artery (CCA) lumen dynamics using a black-blood cine (BB-cine) imaging method. METHODS Motion-sensitized driven-equilibrium (MSDE) prepared spoiled gradient sequence was used for the BB-cine imaging. CCAs of eleven healthy volunteers were studied using this method. Lumen dynamics, including lumen area evolution waveforms and distension values, were measured and evaluated by comparing this method with bright-blood cine (BrB-cine) imaging. RESULTS Compared with the BrB-cine images, flow artifacts were effectively suppressed in the BB-cine images. BrB-cine images generally show larger lumen areas than BB-cine images. The lumen area waveforms and distension measurements from BB-cine imaging showed smaller variances among different subjects than BrB-cine imaging. CONCLUSIONS The proposed BB-cine imaging technique can suppress the flow artifacts effectively and reduce the partial volume effects from the vessel wall. This might allow more accurate lumen dynamics measurements than traditional BrB-cine imaging, which may further be valuable for investigating biomechanical and functional properties of the cardiovascular system.
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Affiliation(s)
- Erpeng Dai
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Li Dong
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100029, China
| | - Zhe Zhang
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Lyu Li
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Hui Zhang
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Xihai Zhao
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
| | - Jinnan Wang
- Clinical Sites Research Program, Philips Research North America, Briarcliff Manor, NY, 10510, USA
| | - Chun Yuan
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China.,Department of Radiology, University of Washington, Seattle, WA, 98109, USA
| | - Hua Guo
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
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12
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Pelisek J, Wendorff H, Wendorff C, Kuehnl A, Eckstein HH. Age-associated changes in human carotid atherosclerotic plaques. Ann Med 2016; 48:541-551. [PMID: 27595161 DOI: 10.1080/07853890.2016.1204468] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Little is known about changes in carotid plaque morphology during aging and the possible impact on cardiovascular events. Only few studies addressed so far age-related modifications within atherosclerotic lesions. Therefore, in this work we endeavored to summarize the current knowledge about changing of plaque composition in elderly. The data from hitherto existing studies confirm that atherosclerotic plaques undergo distinct alternations with advanced age. However, the results are often ambiguous and the changes do not seem to be as disastrous as expected. Interestingly, none of the studies could definitely evidence increased plaque vulnerability with advanced age. Nevertheless, based on the previous work showing decrease in elastin fibers, fibroatheroma, SMCs, overall cellularity and increase in the area of lipid core, hemorrhage, and calcification, the plaque morphology appears to transform toward unstable plaques. Otherwise, even if inflammatory cells often accumulate in plaques of younger patients, their amount is reduced in the older age and so far no clear association has been observed between thin fibrous cap and aging. Thus, the accurate contribution of age-related changes in plaque morphology to cardiovascular events has yet to be elucidated. KEY MESSAGES Composition of carotid atherosclerotic lesions changes during aging. These alternations are however, just moderate and depend upon additional variables, such as life style, accompanying disease, genetics, and other factors that have yet to be determined. Based on the current data, the age-associated plaque morphology seems to transform toward vulnerable plaques. However, the changes do not seem to be as disastrous as expected.
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Affiliation(s)
- Jaroslav Pelisek
- a Department of Vascular and Endovascular Surgery , Klinikum rechts der Isar der Technischen Universitaet Muenchen , Munich , Germany
| | - Heiko Wendorff
- a Department of Vascular and Endovascular Surgery , Klinikum rechts der Isar der Technischen Universitaet Muenchen , Munich , Germany
| | - Carina Wendorff
- a Department of Vascular and Endovascular Surgery , Klinikum rechts der Isar der Technischen Universitaet Muenchen , Munich , Germany
| | - Andreas Kuehnl
- a Department of Vascular and Endovascular Surgery , Klinikum rechts der Isar der Technischen Universitaet Muenchen , Munich , Germany
| | - Hans-Henning Eckstein
- a Department of Vascular and Endovascular Surgery , Klinikum rechts der Isar der Technischen Universitaet Muenchen , Munich , Germany
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Selwaness M, Hameeteman R, Van 't Klooster R, Van den Bouwhuijsen Q, Hofman A, Franco OH, Niessen WJ, Klein S, Vernooij MW, Van der Lugt A, Wentzel JJ. Determinants of carotid atherosclerotic plaque burden in a stroke-free population. Atherosclerosis 2016; 255:186-192. [PMID: 27806835 DOI: 10.1016/j.atherosclerosis.2016.10.030] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Revised: 10/12/2016] [Accepted: 10/13/2016] [Indexed: 01/08/2023]
Abstract
BACKGROUND AND AIMS In a large stroke-free population, we sought to identify cardiovascular risk factors and carotid plaque components associated with carotid plaque burden, lumen volume and stenosis. METHODS The carotid arteries of 1562 stroke-free participants from The Rotterdam Study were imaged on a 1.5-Tesla MRI scanner. Inner and outer wall of the carotid arteries were automatically segmented and lumen volume (mm3), wall volume (outer wall-inner wall) and plaque burden (wall volume/outer wall volume) (%) were quantified. Plaque components were visually determined and luminal stenosis was assessed. We analyzed associations of cardiovascular risk factors and carotid plaque components with plaque burden and lumen volumes using regression analysis. RESULTS We investigated 2821 carotid plaques and found that women had larger plaque burden (50.7 ± 7.8% vs. 49.2 ± 7.7%, p < 0.0001) and smaller lumen volumes (933 ± 286 mm3vs. 1078 ± 334 mm3, p < 0.0001) than men. In women, age, HDL-cholesterol and systolic blood pressure, and in men, total cholesterol, non-HDL cholesterol and statin use were independently associated with higher plaque burden and lumen volume. Furthermore, smoking and diabetes were associated with lumen volume in men (respectively p = 0.04 and p = 0.002). Intraplaque hemorrhage (IPH) and lipid were related to a larger plaque burden (OR 1.30 [1.05-1.60] and OR 1.28[1.06-1.55]). Finally, within the highest quartile of plaque burden, IPH was strongly associated with luminal stenosis independent of age, sex, plaque burden and composition (Beta = 15.2; [11.8-18.6]). CONCLUSIONS Several cardiovascular risk factors and plaque components, in particular IPH, are associated with higher plaque burden. Carotid IPH is strongly associated with an increased luminal stenosis.
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Affiliation(s)
| | - Reinhard Hameeteman
- Department of Medical Informatics, Erasmus MC, Rotterdam, The Netherlands; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands
| | - Ronald Van 't Klooster
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Albert Hofman
- Department of Epidemiology, MC, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, MC, Rotterdam, The Netherlands
| | - Wiro J Niessen
- Department of Medical Informatics, Erasmus MC, Rotterdam, The Netherlands; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands; Faculty of Applied Sciences, Delft University of Technology, The Netherlands
| | - Stefan Klein
- Department of Medical Informatics, Erasmus MC, Rotterdam, The Netherlands; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands
| | - Meike W Vernooij
- Department of Epidemiology, MC, Rotterdam, The Netherlands; Department of Radiology, Erasmus MC, Rotterdam, The Netherlands
| | | | - Jolanda J Wentzel
- Department of Cardiology, Biomedical Engineering, Erasmus MC, Rotterdam, The Netherlands.
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Rose KAM, Vera JH, Drivas P, Banya W, Keenan N, Pennell DJ, Winston A. Atherosclerosis is Evident in Treated HIV-Infected Subjects With Low Cardiovascular Risk by Carotid Cardiovascular Magnetic Resonance. J Acquir Immune Defic Syndr 2016; 71:514-21. [PMID: 26579986 PMCID: PMC4782218 DOI: 10.1097/qai.0000000000000900] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Premature atherosclerosis has been observed among HIV-infected individuals with high cardiovascular risk using one-dimensional ultrasound carotid intima-media thickness. We evaluated the assessment of HIV-infected individuals with low traditional cardiovascular disease risk using cardiovascular magnetic resonance, which allows three-dimensional assessment of the carotid artery wall. METHODS Carotid cardiovascular magnetic resonance was performed in 33 HIV-infected individuals (cases) (19 male, 14 female), and 35 HIV-negative controls (20 male, 15 female). Exclusion criteria included smoking, hypertension, hyperlipidemia (total cholesterol/HDL ratio > 5) or family history of premature atherosclerosis. Cases were stable on combination antiretroviral therapy with plasma HIV-1 RNA <50 copies per milliliter. Using computer modeling, the arterial wall, lumen, and total vessel volumes were calculated for a 4-cm length of each carotid artery centered on the bifurcation. The wall/outer-wall ratio (W/OW), an index of vascular thickening, was compared between the groups. RESULTS Cases had a median CD4 cell count of 690 cells per microliter. Mean (±SD) age and 10-year Framingham coronary risk scores were similar for cases and controls (45.2 ± 9.7 years versus 46.9 ± 11.6 years and 3.97% ± 3.9% versus 3.72% ± 3.5%, respectively). W/OW was significantly increased in cases compared with controls (36.7% versus 32.5%, P < 0.0001); this was more marked in HIV-infected females. HIV status was significantly associated with increased W/OW after adjusting for age (P < 0.0001). No significant association between antiretroviral type and W/OW was found-W/OW lowered comparing abacavir to zidovudine (P = 0.038), but statistical model fits poorly. CONCLUSIONS In a cohort of treated HIV-infected individuals with low measurable cardiovascular risk, we have observed evidence of premature subclinical atherosclerosis.
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Affiliation(s)
- Kathleen A M Rose
- *Cardiovascular Biomedical Research Unit, Royal Brompton Hospital, London, United Kingdom; †Section of Infectious Diseases, Department of Medicine, Imperial College London, London, United Kingdom; and ‡Division of Medicine, Brighton and Sussex Medical School, United Kingdom
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Preclinical models of atherosclerosis. The future of Hybrid PET/MR technology for the early detection of vulnerable plaque. Expert Rev Mol Med 2016; 18:e6. [PMID: 27056676 DOI: 10.1017/erm.2016.5] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Cardiovascular diseases are the leading cause of death in developed countries. The aetiology is currently multifactorial, thus making them very difficult to prevent. Preclinical models of atherothrombotic diseases, including vulnerable plaque-associated complications, are now providing significant insights into pathologies like atherosclerosis, and in combination with the most recent advances in new non-invasive imaging technologies, they have become essential tools to evaluate new therapeutic strategies, with which can forecast and prevent plaque rupture. Positron emission tomography (PET)/computed tomography imaging is currently used for plaque visualisation in clinical and pre-clinical cardiovascular research, albeit with significant limitations. However, the combination of PET and magnetic resonance imaging (MRI) technologies is still the best option available today, as combined PET/MRI scans provide simultaneous data acquisition together with high quality anatomical information, sensitivity and lower radiation exposure for the patient. The coming years may represent a new era for the implementation of PET/MRI in clinical practice, but first, clinically efficient attenuation correction algorithms and research towards multimodal reagents and safety issues should be validated at the preclinical level.
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16
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Lopez Gonzalez M, Foo S, Holmes W, Stewart W, Muir K, Condon B, Welch G, Forbes K. Atherosclerotic Carotid Plaque Composition: A 3T and 7T MRI-Histology Correlation Study. J Neuroimaging 2016; 26:406-13. [PMID: 26919134 DOI: 10.1111/jon.12332] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Accepted: 12/18/2015] [Indexed: 11/30/2022] Open
Affiliation(s)
- M.R. Lopez Gonzalez
- Department of Clinical Physics and Bioengineering; Glasgow Royal Infirmary; Glasgow UK
| | - S.Y. Foo
- ST1, West of Scotland Radiology Training Scheme, NHS; Glasgow UK
| | - W.M. Holmes
- Glasgow Experimental MRI Centre; Institute of Neuroscience and Psychology, University of Glasgow; UK
| | - W. Stewart
- Department of Neuropathology, Laboratory Medicine Building; Queen Elizabeth University Hospital; Glasgow UK
| | - K.W. Muir
- Centre for Stroke and Brain Imaging Research, Institute of Neuroscience and Psychology; University of Glasgow; UK
| | - B. Condon
- Institute of Neurological Sciences; Queen Elizabeth University Hospital; UK
| | - G. Welch
- Vascular Surgery; Queen Elizabeth University Hospital; Glasgow UK
| | - K.P. Forbes
- Institute of Neurological Sciences; Queen Elizabeth University Hospital; UK
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Abstract
Plaque imaging by MR imaging provides a wealth of information on the characteristics of individual plaque that may reveal vulnerability to rupture, likelihood of progression, or optimal treatment strategy. T1-weighted and T2-weighted images among other options reveal plaque morphology and composition. Dynamic contrast-enhanced-MR imaging reveals plaque activity. To extract this information, image processing tools are needed. Numerous approaches for analyzing such images have been developed, validated against histologic gold standards, and used in clinical studies. These efforts are summarized in this article.
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Affiliation(s)
- Huijun Chen
- Department of Biomedical Engineering, Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Room No. 109, Haidian District, Beijing, China
| | - Qiang Zhang
- Department of Biomedical Engineering, Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Room No. 120, Haidian District, Beijing, China
| | - William Kerwin
- Department of Radiology, School of Medicine, University of Washington, 850 Republican Street, Seattle, WA 98109, USA.
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18
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Pham TA, Hua N, Phinikaridou A, Killiany R, Hamilton J. Early in vivo discrimination of vulnerable atherosclerotic plaques that disrupt: A serial MRI study. Atherosclerosis 2015; 244:101-7. [PMID: 26606442 DOI: 10.1016/j.atherosclerosis.2015.11.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 11/08/2015] [Accepted: 11/10/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND AND AIMS MRI has been validated as a suitable imaging modality for in vivo, non-invasive detection of atherosclerosis and has provided quantitative predictors of high-risk plaque. Here, we apply serial MRI to monitor the natural progression of plaques over a 3-month period in a rabbit model of atherothrombosis to determine differences over time between plaques that ultimately disrupt to form a luminal mural thrombus and plaques that remain stable. METHODS Atherosclerotic plaques were induced in 12 male New Zealand White (NZW) rabbits by aortic endothelial injury and a 1% cholesterol diet. The rabbits were imaged 5 times: at baseline, 1, 2, and 3 months, and 48hr after pharmacological triggering for plaque disruption. RESULTS Starting at 2 months, plaques that disrupted after triggering exhibited a higher remodeling ratio (RR, 1.05 ± 0.11 vs 0.97 ± 0.10, p = 0.0002) and a larger vessel wall area (VWA, 6.99 ± 1.54 mm(2) vs 6.30 ± 1.37 mm(2), p = 0.0072) than the stable non-disrupted plaques. The same trends were observed at 3 months: plaques that disrupted had a higher RR (1.04 ± 0.02 vs 0.99 ± 0.01, p = 0.0209), VWA (8.19 ± 2.69 mm(2) vs 6.81 ± 1.60 mm(2), p = 0.0001), and increased gadolinium uptake (75.51 ± 13.77% for disrupted vs 31.02 ± 6.45% for non-disrupted, p = 0.0022). CONCLUSIONS MR images of plaques that disrupted revealed larger VWAs, RRs, and increased gadolinium uptake at 2 months and continued progression of these vulnerable features between 2 and 3 months. Non-disrupted plaques had an independent history without these hallmarks of vulnerability. Our results show that MRI can provide early detection of plaques at a higher-risk for luminal thrombosis.
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Affiliation(s)
- Tuan A Pham
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
| | - Ning Hua
- Department of Physiology and Biophysics, Boston University School of Medicine, Boston, MA, USA
| | - Alkystis Phinikaridou
- Division of Imaging Sciences and Biomedical Engineering, King's College London, London, United Kingdom
| | - Ronald Killiany
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA
| | - James Hamilton
- Department of Physiology and Biophysics, Boston University School of Medicine, Boston, MA, USA; Department of Biomedical Engineering, Boston University, Boston, MA, USA.
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Xu P, Lv L, Li S, Ge H, Rong Y, Hu C, Xu K. Use of high-resolution 3.0-T magnetic resonance imaging to characterize atherosclerotic plaques in patients with cerebral infarction. Exp Ther Med 2015; 10:2424-2428. [PMID: 26668651 DOI: 10.3892/etm.2015.2815] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Accepted: 09/01/2015] [Indexed: 11/05/2022] Open
Abstract
The present study aimed to evaluate the utility of high-resolution magnetic resonance imaging (MRI) in the characterization of atherosclerotic plaques in patients with acute and non-acute cerebral infarction. High-resolution MRI of unilateral stenotic middle cerebral arteries was performed to evaluate the degree of stenosis, the wall and plaque areas, plaque enhancement patterns and lumen remodeling features in 15 and 17 patients with acute and non-acute cerebral infarction, respectively. No significant difference was identified in the vascular stenosis rate between acute and non-acute patients. Overall, plaque eccentricity was observed in 29 patients, including 13 acute and 16 non-acute cases, with no significant difference identified between these groups. The wall area of stenotic arteries and the number of cases with plaque enhancement were significantly greater in the acute patients, but no significant difference in plaque or lumen area was identified between the 2 patient groups. Lumen remodeling patterns of stenotic arteries significantly differed between the acute and non-acute patients; the former predominantly demonstrated positive remodeling, and the latter group demonstrated evidence of negative remodeling. In conclusion, patients with acute and non-acute cerebral infarction exhibit specific characteristics in stenotic arteries and plaques, which can be effectively evaluated by high-resolution MRI.
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Affiliation(s)
- Peng Xu
- Department of Radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou, Jiangsu 221006, P.R. China
| | - Lulu Lv
- Department of Computed Tomography and Magnetic Resonance Imaging, Xuzhou Central Hospital, Xuzhou, Jiangsu 221009, P.R. China
| | - Shaodong Li
- Department of Radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou, Jiangsu 221006, P.R. China
| | - Haitao Ge
- Department of Radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou, Jiangsu 221006, P.R. China
| | - Yutao Rong
- Department of Radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou, Jiangsu 221006, P.R. China
| | - Chunfeng Hu
- Department of Radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou, Jiangsu 221006, P.R. China
| | - Kai Xu
- Department of Radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou, Jiangsu 221006, P.R. China
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Melchior JT, Olson JD, Kelley KL, Wilson MD, Sawyer JK, Link KM, Rudel LL. Targeted Knockdown of Hepatic SOAT2 With Antisense Oligonucleotides Stabilizes Atherosclerotic Plaque in ApoB100-only LDLr-/- Mice. Arterioscler Thromb Vasc Biol 2015; 35:1920-7. [PMID: 26229140 PMCID: PMC4552612 DOI: 10.1161/atvbaha.115.305747] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 07/16/2015] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To test the hypothesis that the attenuation of cholesterol oleate packaging into apoB-containing lipoproteins will arrest progression of pre-existing atherosclerotic lesions. APPROACH AND RESULTS Atherosclerosis was induced in apoB-100 only, LDLr(-/-) mice by feeding a diet enriched in cis-monounsaturated fatty acids for 24 weeks. A subset of mice was then euthanized to quantify the extent of atherosclerosis. The remaining mice were continued on the same diet (controls) or assigned to the following treatments for 16 weeks: (1) a diet enriched in n-3 polyunsaturated fatty acids, (2) the cis-monounsaturated fatty acid diet plus biweekly injections of an antisense oligonucleotide specific to hepatic sterol-O-acyltransferase 2 (SOAT2); or (3) the cis-monounsaturated fatty acid diet and biweekly injections of a nontargeting hepatic antisense oligonucleotide. Extent of atherosclerotic lesions in the aorta was monitored morphometrically in vivo with magnetic resonance imaging and ex vivo histologically and immunochemically. Hepatic knockdown of SOAT2 via antisense oligonucleotide treatment arrested lesion growth and stabilized lesions. CONCLUSIONS Hepatic knockdown of SOAT2 in apoB100-only, LDLr(-/-) mice resulted in remodeling of aortic atherosclerotic lesions into a stable phenotype, suggesting SOAT2 is a viable target for the treatment of atherosclerosis.
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Affiliation(s)
- John T Melchior
- From the Department of Pathology, Section on Lipid Sciences (J.T.M., K.L.K., M.D.W., J.K.S., L.L.R.), and Department of Radiology, Center for Biomolecular Imaging (J.D.O., K.M.L.), Wake Forest University Health Sciences, Winston-Salem, NC
| | - John D Olson
- From the Department of Pathology, Section on Lipid Sciences (J.T.M., K.L.K., M.D.W., J.K.S., L.L.R.), and Department of Radiology, Center for Biomolecular Imaging (J.D.O., K.M.L.), Wake Forest University Health Sciences, Winston-Salem, NC
| | - Kathryn L Kelley
- From the Department of Pathology, Section on Lipid Sciences (J.T.M., K.L.K., M.D.W., J.K.S., L.L.R.), and Department of Radiology, Center for Biomolecular Imaging (J.D.O., K.M.L.), Wake Forest University Health Sciences, Winston-Salem, NC
| | - Martha D Wilson
- From the Department of Pathology, Section on Lipid Sciences (J.T.M., K.L.K., M.D.W., J.K.S., L.L.R.), and Department of Radiology, Center for Biomolecular Imaging (J.D.O., K.M.L.), Wake Forest University Health Sciences, Winston-Salem, NC
| | - Janet K Sawyer
- From the Department of Pathology, Section on Lipid Sciences (J.T.M., K.L.K., M.D.W., J.K.S., L.L.R.), and Department of Radiology, Center for Biomolecular Imaging (J.D.O., K.M.L.), Wake Forest University Health Sciences, Winston-Salem, NC
| | - Kerry M Link
- From the Department of Pathology, Section on Lipid Sciences (J.T.M., K.L.K., M.D.W., J.K.S., L.L.R.), and Department of Radiology, Center for Biomolecular Imaging (J.D.O., K.M.L.), Wake Forest University Health Sciences, Winston-Salem, NC
| | - Lawrence L Rudel
- From the Department of Pathology, Section on Lipid Sciences (J.T.M., K.L.K., M.D.W., J.K.S., L.L.R.), and Department of Radiology, Center for Biomolecular Imaging (J.D.O., K.M.L.), Wake Forest University Health Sciences, Winston-Salem, NC.
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Usman A, Sadat U, Graves MJ, Gillard JH. Magnetic resonance imaging of atherothrombotic plaques. J Clin Neurosci 2015; 22:1722-6. [PMID: 26254092 DOI: 10.1016/j.jocn.2015.03.060] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 03/28/2015] [Indexed: 11/27/2022]
Abstract
Atherosclerosis remains the leading cause of long term morbidity and mortality worldwide, despite significant advances in its management. Vulnerable atherothrombotic plaques are predominantly responsible for thromboembolic ischaemic events in arterial beds, such as the carotid, coronary and lower limb arteries. MRI has emerged as a non-invasive, non-irradiating and highly reproducible imaging technique which allows detailed morphological and functional assessment of such plaques. It also has the potential to monitor the efficacy of established and evolving anti-atherosclerosis drugs. It is envisaged that by careful identification and understanding of the underlying cellular and molecular mechanisms that govern atherosclerosis, novel treatment strategies can be formulated which may reduce the persistent high mortality and morbidity rates associated with this disease. MRI shows promise in achieving this goal.
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Affiliation(s)
- Ammara Usman
- University Department of Radiology, Addenbrooke's Hospital, Post Office Box 218, Level 5, Hills Road, Cambridge CB20QQ, UK.
| | - Umar Sadat
- Cambridge Vascular Unit, Cambridge University Hospitals National Health Service Foundation Trust, Cambridge, UK
| | - Martin J Graves
- University Department of Radiology, Addenbrooke's Hospital, Post Office Box 218, Level 5, Hills Road, Cambridge CB20QQ, UK
| | - Jonathan H Gillard
- University Department of Radiology, Addenbrooke's Hospital, Post Office Box 218, Level 5, Hills Road, Cambridge CB20QQ, UK
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22
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Gao S, van 't Klooster R, van Wijk DF, Nederveen AJ, Lelieveldt BPF, van der Geest RJ. Repeatability of in vivo quantification of atherosclerotic carotid artery plaque components by supervised multispectral classification. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2015; 28:535-45. [PMID: 26162931 PMCID: PMC4651977 DOI: 10.1007/s10334-015-0495-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Revised: 06/24/2015] [Accepted: 06/29/2015] [Indexed: 12/17/2022]
Abstract
Objective
To evaluate the agreement and scan–rescan repeatability of automated and manual plaque segmentation for the quantification of in vivo carotid artery plaque components from multi-contrast MRI. Materials and methods Twenty-three patients with 30–70 % stenosis underwent two 3T MR carotid vessel wall exams within a 1 month interval. T1w, T2w, PDw and TOF images were acquired around the region of maximum vessel narrowing. Manual delineation of the vessel wall and plaque components (lipid, calcification, loose matrix) by an experienced observer provided the reference standard for training and evaluation of an automated plaque classifier. Areas of different plaque components and fibrous tissue were quantified and compared between segmentation methods and scan sessions. Results In total, 304 slices from 23 patients were included in the segmentation experiment, in which 144 aligned slice pairs were available for repeatability analysis. The correlation between manual and automated segmented areas was 0.35 for lipid, 0.66 for calcification, 0.50 for loose matrix and 0.82 for fibrous tissue. For the comparison between scan sessions, the coefficient of repeatability of area measurement obtained by automated segmentation was lower than by manual delineation for lipid (9.9 vs. 17.1 mm2), loose matrix (13.8 vs. 21.2 mm2) and fibrous tissue (24.6 vs. 35.0 mm2), and was similar for calcification (20.0 vs. 17.6 mm2). Conclusion Application of an automated classifier for segmentation of carotid vessel wall plaque components from in vivo MRI results in improved scan–rescan repeatability compared to manual analysis.
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Affiliation(s)
- Shan Gao
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
| | - Ronald van 't Klooster
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
| | - Diederik F van Wijk
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, The Netherlands
| | - Aart J Nederveen
- Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands
| | - Boudewijn P F Lelieveldt
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
| | - Rob J van der Geest
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, P.O. Box 9600, 2300 RC, Leiden, The Netherlands.
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Phase-Sensitive Dual-Inversion Recovery for Accelerated Carotid Vessel Wall Imaging. Invest Radiol 2015; 50:135-43. [DOI: 10.1097/rli.0000000000000110] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Di Minno G, Spadarella G, Cafaro G, Petitto M, Lupoli R, Di Minno A, de Gaetano G, Tremoli E. Systematic reviews and meta-analyses for more profitable strategies in peripheral artery disease. Ann Med 2014; 46:475-89. [PMID: 25045928 PMCID: PMC4245179 DOI: 10.3109/07853890.2014.932618] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
In the peripheral arteries, a thrombus superimposed on atherosclerosis contributes to the progression of peripheral artery disease (PAD), producing intermittent claudication (IC), ischemic necrosis, and, potentially, loss of the limb. PAD with IC is often undiagnosed and, in turn, undertreated. The low percentage of diagnosis (∼30%) in this setting of PAD is of particular concern because of the potential worsening of PAD (amputation) and the high risk of adverse vascular outcomes (vascular death, coronary artery disease, stroke). A Medline literature search of the highest-quality systematic reviews and meta-analyses of randomized controlled trials documents that, due to risk of bias, imprecision, and indirectness, the overall quality of the evidence concerning diagnostic tools and antithrombotic interventions in PAD is generally low. Areas of research emerge from the information collected. Appropriate treatments for PAD patients will only derive from ad-hoc studies. Innovative imaging techniques are needed to identify PAD subjects at the highest vascular risk. Whether IC unresponsive to physical exercise and smoking cessation identifies those with a heritable predisposition to more severe vascular events deserves to be addressed. Devising ways to improve prevention of vascular events in patients with PAD implies a co-ordinated approach in vascular medicine.
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Affiliation(s)
- Giovanni Di Minno
- Department of Clinical Mediine and Surgery, Università degli Studi di Napoli , Naples , Italy
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Zhao H, Wang J, Liu X, Zhao X, Hippe DS, Cao Y, Wan J, Yuan C, Xu J. Assessment of carotid artery atherosclerotic disease by using three-dimensional fast black-blood MR imaging: comparison with DSA. Radiology 2014; 274:508-16. [PMID: 25286322 DOI: 10.1148/radiol.14132687] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To assess fast three-dimensional (3D) black-blood (BB) magnetic resonance (MR) imaging as a noninvasive alternative to intraarterial digital subtraction angiography (DSA) at quantifying moderate to severe carotid artery atherosclerotic disease. MATERIALS AND METHODS Local ethics committee approval and written informed patient consent were obtained for this study. Sixty-five carotid arteries from 52 patients with at least 50% stenosis underwent 3D BB MR imaging and DSA. Quantitative measurements, including stenosis, lesion length, and the presence or absence of plaque ulceration, obtained with the two modalities were independently determined. Sensitivity and specificity, the intraclass correlation coefficient (ICC), Cohen κ, and Bland-Altman analysis were used to assess the agreement. RESULTS Excellent agreement in measuring luminal stenosis was found between 3D BB MR imaging and DSA (ICC, 0.96; 95% confidence interval [CI]: 0.93, 0.97). Three-dimensional BB MR imaging was also found to have high sensitivity (91.7%), specificity (96.2%), and agreement (Cohen κ, 0.85; 95% CI: 0.66, 0.99) with DSA for detection of ulcers. Good agreement was found between lesion length measured by using 3D BB MR imaging and DSA (ICC, 0.75; 95% CI: 0.51, 0.84). However, lesion length measurements by using 3D BB MR imaging were, on average, 4.0 mm longer than those measured by using DSA (P < .001). CONCLUSION Three-dimensional BB MR imaging is a noninvasive and accurate way to quantify moderate to severe carotid artery atherosclerotic disease. With fast acquisition and large coverage, 3D BB MR imaging has the potential to become an alternative imaging approach in evaluating the severity of atherosclerosis.
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Affiliation(s)
- Huilin Zhao
- From the Departments of Radiology (H.Z., X.L., Y.C., J.X.) and Neurosurgery (J. Wan), Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, 1630 Dongfang Road, Shanghai 200127, China; Philips Research North America, Briarliff Manor, NY (J. Wang); Department of Radiology, University of Washington, Seattle, Wash (J. Wang, D.S.H., C.Y.); and Biomedical Engineering & Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Beijing, China (X.Z.)
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Huntzicker S, Nayak R, Doyley MM. Quantitative sparse array vascular elastography: the impact of tissue attenuation and modulus contrast on performance. J Med Imaging (Bellingham) 2014; 1:027001. [PMID: 26158040 PMCID: PMC4478787 DOI: 10.1117/1.jmi.1.2.027001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Revised: 05/29/2014] [Accepted: 05/30/2014] [Indexed: 11/14/2022] Open
Abstract
Quantitative sparse array vascular elastography visualizes the shear modulus distribution within vascular tissues, information that clinicans could use to reduce the number of strokes each year. However, the low transmit power sparse array (SA) imaging could hamper the clinical usefulness of the resulting elastograms. In this study, we evaluated the performance of modulus elastograms recovered from simulated and physical vessel phantoms with varying attenuation coefficients (0.6, 1.5, and [Formula: see text]) and modulus contrasts ([Formula: see text], [Formula: see text], and [Formula: see text]) using SA imaging relative to those obtained with conventional linear array (CLA) and plane-wave (PW) imaging techniques. Plaques were visible in all modulus elastograms, but those produced using SA and PW contained less artifacts. The modulus contrast-to-noise ratio decreased rapidly with increasing modulus contrast and attenuation coefficient, but more quickly when SA imaging was performed than for CLA or PW. The errors incurred varied from 10.9% to 24% (CLA), 1.8% to 12% (SA), and [Formula: see text] (PW). Modulus elastograms produced with SA and PW imagings were not significantly different ([Formula: see text]). Despite the low transmit power, SA imaging can produce useful modulus elastograms in superficial organs, such as the carotid artery.
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Affiliation(s)
- Steven Huntzicker
- University of Rochester, Hajim School of Engineering and Applied Sciences, Department of Electrical and Computer Engineering, Rochester, New York 14627
| | - Rohit Nayak
- University of Rochester, Hajim School of Engineering and Applied Sciences, Department of Electrical and Computer Engineering, Rochester, New York 14627
| | - Marvin M. Doyley
- University of Rochester, Hajim School of Engineering and Applied Sciences, Department of Electrical and Computer Engineering, Rochester, New York 14627
- University of Rochester, Hajim School of Engineering and Applied Sciences, Department of Biomedical Engineering, Rochester, New York 14627
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27
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Gomes EPSG, Rochitte CE, Azevedo CF, Lemos PA, Gutierrez PS, César LAM. Ex-vivo Assessment of Coronary Artery Atherosclerosis by Magnetic Resonance Imaging: Correlation with Histopathology. Open Cardiovasc Med J 2014; 8:26-34. [PMID: 24847387 PMCID: PMC4021207 DOI: 10.2174/1874192401408010026] [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: 12/20/2013] [Revised: 01/31/2014] [Accepted: 02/04/2014] [Indexed: 11/22/2022] Open
Abstract
Introduction:
In recent
years, high-resolution magnetic resonance imaging (MRI) has emerged as a very
promising technique for studying atherosclerotic disease in humans. Aim:
In the present study we sought to determine whether MRI allowed for the
morphological characterization of the coronary vessel wall and atherosclerotic
plaques using histopathological assessment as the reference standard.
Methods: The study population consisted of 13 patients who died
of acute myocardial infarction and underwent autopsy. The proximal portions of
the coronary arteries were excised and were evaluated both by MRI and by
histopathology. For each arterial segment, the following parameters were
calculated through manual planimetry: 1. total vessel area (TVA); 2. luminal
area (LA) and 3. plaque area (PA). Results: A total of 207
coronary artery cross-sections were found to be suitable for analysis by both
MRI and histopathology and were included in the final analyses. Both methods
demonstrated moderate to good agreement for the quantification of TVA (mean
difference = 2.4±2.4 mm2, 95‰ limits of agreement from -2.4 to +7.2
mm2; CCC = 0.69, 95‰ CI from 0.63 to 0.75), LA (mean difference =
0.0±1.7 mm2, 95‰ limits of agreement from -3.3 to + 3.3 mm2;
CCC = 0.84, 95‰ CI from 0.80 to 0.88) and PA (mean difference = 2.4±2.4 mm2,
95‰ limits of agreement from -2.3 to + 7.1 mm2; CCC = 0.64, 95‰ CI
from 0.58 to 0.71).
Conclusion:
In this
ex vivo experimental model we demonstrated good agreement between coronary
artery morphometrical measurements obtained by high-resolution MRI and by
histopathology.
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Affiliation(s)
| | | | - Clerio F Azevedo
- D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
| | - Pedro A Lemos
- Heart Institute (InCor) University of São Paulo Medical School, São Paulo, Brazil
| | | | - Luiz Antonio M César
- Heart Institute (InCor) University of São Paulo Medical School, São Paulo, Brazil
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Towards mechanical characterization of intact endarterectomy samples of carotid arteries during inflation using Echo-CT. J Biomech 2014; 47:805-14. [DOI: 10.1016/j.jbiomech.2014.01.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2014] [Indexed: 11/18/2022]
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Atherosclerosis and atheroma plaque rupture: imaging modalities in the visualization of vasa vasorum and atherosclerotic plaques. ScientificWorldJournal 2014; 2014:312764. [PMID: 24688380 PMCID: PMC3944209 DOI: 10.1155/2014/312764] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2013] [Accepted: 12/30/2013] [Indexed: 11/24/2022] Open
Abstract
Invasive angiography has been widely accepted as the gold standard to diagnose cardiovascular pathologies. Despite its superior resolution of demonstrating atherosclerotic plaque in terms of degree of lumen stenosis, the morphological assessment for the plaque is insufficient for the analysis of plaque components, and therefore, unable to predict the risk status or vulnerability of atherosclerotic plaque. There is an increased body of evidence to show that the vasa vasorum play an important role in the initiation, progression, and complications of atherosclerotic plaque leading to major adverse cardiac events. This paper provides an overview of the evidence-based reviews of various imaging modalities with regard to their potential value for comprehensive characterization of the composition, burden, and neovascularization of atherosclerotic plaque.
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Vakil P, Vranic J, Hurley MC, Bernstein RA, Korutz AW, Habib A, Shaibani A, Dehkordi FH, Carroll TJ, Ansari SA. T1 gadolinium enhancement of intracranial atherosclerotic plaques associated with symptomatic ischemic presentations. AJNR Am J Neuroradiol 2013; 34:2252-8. [PMID: 23828109 DOI: 10.3174/ajnr.a3606] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Contrast enhancement of intracranial atherosclerotic plaques has recently been investigated using high field and high resolution MR imaging as a risk factor in the development of ischemic stroke. We studied the reliability of conventional MR imaging at 1.5T in evaluating intraplaque enhancement and its relationship with acute cerebrovascular ischemic presentations in patients with severe intracranial atherosclerotic disease. MATERIALS AND METHODS We retrospectively identified and analyzed 19 patients with 22 high-grade intracranial atherosclerotic disease plaques (>70% stenosis) in vessels cross-sectionally visualized by neuroanatomic MR imaging. Atherosclerotic plaques were classified as asymptomatic or symptomatic. Two blinded neuroradiologists independently ranked each lesion for the presence of intraplaque enhancement by use of a 5-point scale (1-5). Furthermore, plaque enhancement was quantified as the relative change in T1WI spin-echo signal intensity (postcontrast/precontrast) in the vessel wall at the site of each intracranial atherosclerotic disease lesion. RESULTS Intraplaque enhancement was observed in 7 of 10 (70%) symptomatic plaques, in contrast to 1 of 12 (8%) asymptomatic plaques. Interobserver reliability correlated well for intraplaque enhancement (κ = 0.82). The degree of relative plaque enhancement in symptomatic versus asymptomatic lesions (63% versus 23%) was statistically significant (P = .001, t test). CONCLUSIONS In this pilot study, we determined that intraplaque enhancement could be reliably evaluated with the use of cross-sectional imaging and analysis of vessels/plaques by use of conventional neuroanatomic MR imaging protocols. In addition, we observed a strong association between intraplaque enhancement in severe intracranial atherosclerotic disease lesions and ischemic events with the use of conventional MR imaging. Our preliminary study suggests that T1 gadolinium-enhancing plaques may be an indicator of progressing or symptomatic intracranial atherosclerotic disease.
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Yang WQ, Huang B, Liu XT, Liu HJ, Li PJ, Zhu WZ. Reproducibility of high-resolution MRI for the middle cerebral artery plaque at 3T. Eur J Radiol 2013; 83:e49-55. [PMID: 24189388 DOI: 10.1016/j.ejrad.2013.10.003] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Accepted: 10/08/2013] [Indexed: 11/26/2022]
Abstract
PURPOSE To assess the reproducibility of HR-MRI for the identification of MCA atherosclerotic plaque components and quantification of stenosis. MATERIALS AND METHODS Seventy-three consecutive subjects who initially had ischemic stroke or asymptomatic MCA stenosis (>50%) were enrolled in the study. All subjects were scanned using 3.0T MRI. Two independent readers reviewed all images and one reader reevaluated all images four weeks later. The tissue components of plaques were analyzed qualitatively and the vessels were quantitative measured. RESULTS HR-MRI displayed the artery wall and lumen clearly. The intra-observer reproducibility was excellent for the identification of plaques (kappa [κ]=0.96; 95% CI: 0.83-1.04) and contrast enhancement (κ=0.89; 0.78-0.95); it was substantial for intra-plaque hemorrhage (κ=0.79; 0.57-0.96) and the fibrous cap (κ=0.65; 0.42-0.86). The inter-observer reproducibility was excellent for plaques (κ=0.92; 0.73-1.06), substantial for contrast enhancement (κ=0.80; 0.65-0.93), intra-plaque hemorrhage (κ=0.68; 0.47-0.92) and moderate for the fibrous cap (κ=0.58; 0.44-0.79). Both intra-observer and inter-observer reproducibility were excellent for quantitative vessel, lumen and wall measurements with intraclass correlation coefficients ranging from 0.91 to 0.97 and 0.87 to 0.96, respectively. However, vessel and wall areas and the intervals defined by the Bland-Altman plots were wide in comparison to the mean. CONCLUSIONS The identification of MCA atherosclerotic plaque components and the quantification of vessel and lumen measurements are reproducible. The reproducibility is overall acceptable. HR-MRI may provide a useful tool for clinical risk evaluation in MCA atherosclerosis.
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Affiliation(s)
- Wan-Qun Yang
- Department of Radiology, Guangdong Academy of Medical Sciences, Guangdong General Hospital, Guangzhou, Guangdong 510080, China
| | - Biao Huang
- Department of Radiology, Guangdong Academy of Medical Sciences, Guangdong General Hospital, Guangzhou, Guangdong 510080, China.
| | - Xin-Tong Liu
- Department of Neurology, Guangdong Academy of Medical Sciences, Guangdong General Hospital, Guangzhou, Guangdong 510080, China
| | - Hong-Jun Liu
- Department of Radiology, Guangdong Academy of Medical Sciences, Guangdong General Hospital, Guangzhou, Guangdong 510080, China
| | - Pei-Jun Li
- Department of Radiology, Guangdong Academy of Medical Sciences, Guangdong General Hospital, Guangzhou, Guangdong 510080, China
| | - Wen-Zhen Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, China.
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Boekhoven RW, Lopata RGP, van Sambeek MR, van de Vosse FN, Rutten MCM. A novel experimental approach for three-dimensional geometry assessment of calcified human stenotic arteries in vitro. ULTRASOUND IN MEDICINE & BIOLOGY 2013; 39:1875-1886. [PMID: 23910903 DOI: 10.1016/j.ultrasmedbio.2013.03.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2012] [Revised: 01/31/2013] [Accepted: 03/14/2013] [Indexed: 06/02/2023]
Abstract
To improve diagnosis and understanding of the risk of rupture of atherosclerotic plaque, new strategies to realistically determine mechanical properties of atherosclerotic plaque need to be developed. In this study, an in vitro experimental method is proposed for accurate 3-D assessment of (diseased) vessel geometry using ultrasound. The method was applied to a vascular phantom, a healthy porcine carotid artery and human carotid endarterectomy specimens (n = 6). Vessel segments were pressure fixed and rotated in 10 ° steps. Longitudinal cross sections were imaged over 360 °. Findings were validated using micro-computed tomography (μCT). Results show good agreement between ultrasound and μCT-based geometries of the different segment types (ISI phantom = 0.94, ISI healthy = 0.79, ISI diseased = 0.75-0.80). The method does not suffer from acoustic shadowing effects present when imaging stenotic segments and allows future dynamic measurements to determine mechanical properties of atherosclerotic plaque in an in vitro setting.
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Affiliation(s)
- Renate W Boekhoven
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
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Verjans JW, Jaffer FA. Biological imaging of atherosclerosis: moving beyond anatomy. J Cardiovasc Transl Res 2013; 6:681-94. [PMID: 23733542 DOI: 10.1007/s12265-013-9474-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2013] [Accepted: 05/09/2013] [Indexed: 12/27/2022]
Abstract
Biological or molecular imaging is now providing exciting new strategies to study atherosclerosis in both animals and humans. These technologies hold the promise to provide disease-specific, molecular information within the context of a systemic or organ-specific disease beyond traditional anatomical-based imaging. By integration of biological, chemical, and anatomical imaging knowledge into diagnostic strategies, a more comprehensive and predictive picture of atherosclerosis is likely to emerge. As such, biological imaging is well positioned to study different stages of atherosclerosis and its treatment, including the sequence of atheroma initiation, progression, and plaque rupture. In this review, we describe the evolving concepts in atherosclerosis imaging with a focus on coronary artery disease, and we provide an overview of recent exciting translational developments in biological imaging. The illuminated examples and discussions will highlight how biological imaging is providing new clinical approaches to identify high-risk plaques, and to streamline the development process of new atherosclerosis therapies.
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Affiliation(s)
- Johan W Verjans
- Massachusetts General Hospital, Cardiovascular Research Center, Harvard Medical School, 185 Cambridge Street, Simches Building, Room 3206, Boston, MA, 02114, USA
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34
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Chiu B, Ukwatta E, Shavakh S, Fenster A. Quantification and visualization of carotid segmentation accuracy and precision using a 2D standardized carotid map. Phys Med Biol 2013; 58:3671-703. [DOI: 10.1088/0031-9155/58/11/3671] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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35
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Hameeteman K, van 't Klooster R, Selwaness M, van der Lugt A, Witteman JCM, Niessen WJ, Klein S. Carotid wall volume quantification from magnetic resonance images using deformable model fitting and learning-based correction of systematic errors. Phys Med Biol 2013; 58:1605-23. [DOI: 10.1088/0031-9155/58/5/1605] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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36
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Cocker MS, Mc Ardle B, Spence JD, Lum C, Hammond RR, Ongaro DC, McDonald MA, deKemp RA, Tardif JC, Beanlands RSB. Imaging atherosclerosis with hybrid [18F]fluorodeoxyglucose positron emission tomography/computed tomography imaging: what Leonardo da Vinci could not see. J Nucl Cardiol 2012; 19:1211-25. [PMID: 23073913 PMCID: PMC3510422 DOI: 10.1007/s12350-012-9631-9] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Prodigious efforts and landmark discoveries have led toward significant advances in our understanding of atherosclerosis. Despite significant efforts, atherosclerosis continues globally to be a leading cause of mortality and reduced quality of life. With surges in the prevalence of obesity and diabetes, atherosclerosis is expected to have an even more pronounced impact upon the global burden of disease. It is imperative to develop strategies for the early detection of disease. Positron emission tomography (PET) imaging utilizing [(18)F]fluorodeoxyglucose (FDG) may provide a non-invasive means of characterizing inflammatory activity within atherosclerotic plaque, thus serving as a surrogate biomarker for detecting vulnerable plaque. The aim of this review is to explore the rationale for performing FDG imaging, provide an overview into the mechanism of action, and summarize findings from the early application of FDG PET imaging in the clinical setting to evaluate vascular disease. Alternative imaging biomarkers and approaches are briefly discussed.
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Affiliation(s)
- Myra S. Cocker
- Molecular Function and Imaging Program, Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, 40 Ruskin Street, Ottawa, ON K1Y 4W7 Canada
| | - Brian Mc Ardle
- Molecular Function and Imaging Program, Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, 40 Ruskin Street, Ottawa, ON K1Y 4W7 Canada
| | - J. David Spence
- Stroke Prevention & Atherosclerosis Research Centre, Robarts Research Institute, University of Western Ontario, 1400 Western Road, London, ON Canada
| | - Cheemun Lum
- Interventional & Diagnostic Neuroradiology, Department of Radiology, The Ottawa
Hospital, University of Ottawa, Civic Campus, Diagnostic Imaging, K1Y 4E9 Ottawa, ON Canada
| | - Robert R. Hammond
- Departments of Pathology and Clinical Neurological Sciences, London Health Sciences Centre and University of Western Ontario, 339 Windermere Road, N6A 5A5 London, ON Canada
| | - Deidre C. Ongaro
- Molecular Function and Imaging Program, Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, 40 Ruskin Street, Ottawa, ON K1Y 4W7 Canada
| | - Matthew A. McDonald
- Molecular Function and Imaging Program, Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, 40 Ruskin Street, Ottawa, ON K1Y 4W7 Canada
| | - Robert A. deKemp
- Molecular Function and Imaging Program, Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, 40 Ruskin Street, Ottawa, ON K1Y 4W7 Canada
| | | | - Rob S. B. Beanlands
- Molecular Function and Imaging Program, Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, 40 Ruskin Street, Ottawa, ON K1Y 4W7 Canada
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Lindsay AC, Biasiolli L, Lee JMS, Kylintireas I, MacIntosh BJ, Watt H, Jezzard P, Robson MD, Neubauer S, Handa A, Kennedy J, Choudhury RP. Plaque features associated with increased cerebral infarction after minor stroke and TIA: a prospective, case-control, 3-T carotid artery MR imaging study. JACC Cardiovasc Imaging 2012; 5:388-96. [PMID: 22498328 DOI: 10.1016/j.jcmg.2011.10.007] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2011] [Accepted: 10/17/2011] [Indexed: 10/28/2022]
Abstract
OBJECTIVES The goal of this study was to determine whether a 3-T magnetic resonance imaging (MRI) protocol combining carotid atherosclerotic plaque and brain imaging can identify features of high-risk acutely symptomatic plaque that correlate with brain injury. BACKGROUND It has previously been demonstrated that, in asymptomatic patients, MRI can identify features of carotid plaque that are associated with stroke, such as the presence of a large lipid core. We hypothesized that the early phase (<7 days) after a cerebrovascular event, when risk of recurrence is highest, may be associated with particular plaque characteristics that associate with cerebral injury. METHODS Eighty-one patients (41 presenting acutely with transient ischemic attack [TIA] or minor stroke and 40 asymptomatic controls) underwent multicontrast carotid artery MRI on 2 separate occasions, each accompanied by diffusion-weighted imaging (DWI) and fluid-attenuated inversion recovery (FLAIR) imaging of the brain. RESULTS Complex (American Heart Association [AHA] type VI) plaques were seen in 22 of 41 patients (54%) in the symptomatic group versus 8 of 40 (20%) in the asymptomatic group (p < 0.05). They were caused by intraplaque hemorrhage (34% vs. 18%; p = 0.08), surface rupture (24% vs. 5%; p = 0.03), or luminal thrombus (7% vs. 0%; p = 0.24). Noticeably, 17 of 30 (57%) cases of AHA type VI plaque were in vessels with <70% stenosis. At follow-up scanning (>6 weeks later), only 2 cases of symptomatic AHA type VI plaque showed evidence of full healing. The presence of fibrous cap rupture was associated with higher DWI brain injury at presentation and higher total cerebral FLAIR signal at follow-up (p < 0.05). CONCLUSIONS Early carotid wall MRI in patients experiencing minor stroke or TIA showed a higher proportion of "complex" plaques compared with asymptomatic controls; a majority were in arteries of <70% stenosis. Fibrous cap rupture was associated with increases in DWI and FLAIR lesions in the brain. Combined carotid plaque and brain MRI may aid risk stratification and treatment selection in acute stroke and TIA.
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Affiliation(s)
- Alistair C Lindsay
- Department of Cardiovascular Medicine, University of Oxford, Oxford, United Kingdom
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Korukonda S, Doyley MM. Visualizing the radial and circumferential strain distribution within vessel phantoms using synthetic-aperture ultrasound elastography. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2012; 59:1639-1653. [PMID: 22899112 DOI: 10.1109/tuffc.2012.2370] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Noninvasive elastography (NIVE) produces elastograms that are difficult to interpret because NIVE visualizes strain in the transducer coordinate system. In this paper, we hypothesized that transforming normal and shear strain elastograms to the vessel coordinate system will produce better strain elastograms. To corroborate this hypothesis, we acquired synthetic-aperture (SA) ultrasound data from simulated and physical vessel phantoms. In both studies, SA echo frames were reconstructed from data acquired with a sparse transducer array. The simulation study was performed with homogeneous and heterogenous phantoms, but in the experimental study we used a modified ultrasound scanner to acquire SA data from homogeneous (n = 1) and heterogeneous (n = 3) vessel phantoms. Axial and lateral displacements were estimated by performing two-dimensional cross-correlation analysis on the beamformed RF echo frames. We generated radial and circumferential strain elastograms by transforming normal and shear strain elastograms to the vessel coordinate system. The results revealed: 1) radial and circumferential strain elastograms acquired from simulated data had a relative root mean squared error on the order of 0.1%; 2) experimentally acquired radial and circumferential strain elastograms had elastographic contrast-to-noise ratio (CNRe) between 10 and 40 dB, and elastographic signal-to-noise ratio (SNRe) between 10 and 35 dB, depending on the number of active transmission elements employed during imaging; 3) radial and circumferential strain elastograms produced with fewer than 8 active transmission elements were inferior to those computed with a greater number of active elements; and 4) plaques were evident in the strain elastograms, except in those obtained with the sparsest transducer array. This study demonstrated that a syntheticaperture ultrasound system could visualize radial and circumferential strain noninvasively.
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Affiliation(s)
- Sanghamithra Korukonda
- Hajim School of Engineering and Applied Sciences, Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA
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39
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Chung GH, Kwak HS, Hwang SB, Jin GY. High resolution MR imaging in patients with symptomatic middle cerebral artery stenosis. Eur J Radiol 2012; 81:4069-74. [PMID: 22846476 DOI: 10.1016/j.ejrad.2012.07.001] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2012] [Revised: 06/27/2012] [Accepted: 07/02/2012] [Indexed: 10/28/2022]
Abstract
PURPOSE High resolution magnetic resonance imaging (HRMRI) has been used as an imaging modality to depict the intracranial artery wall. The aim of this study was to compare images of the vessel wall between symptomatic and asymptomatic atherosclerotic plaques of the middle cerebral artery (MCA) using HRMRI. MATERIALS AND METHODS From September 2009 to August 2010 we prospectively screened consecutive patients for MCA stenosis using time-of-flight (TOF) MR angiography. We studied 14 patients with symptomatic MCA stenosis and 16 patients with asymptomatic MCA stenosis. The HRMRI protocol included three different scans: T1-, T2-, and proton density (PD)-weighted black blood MRI. The cross-sectional images of the MCA wall on HRMRI were compared between the two groups based on the degree of stenosis, remodeling ratio, outward or inward remodeling, plaque signal intensity, plaque surface irregularity, and presence of an intact inner wall. RESULTS The degree of MCA stenosis and the ratio of plaque thickening to patent lumen in the symptomatic group were significantly higher than in the asymptomatic group. Outward remodeling of the stenotic area in symptomatic group was significantly higher than that seen in the asymptomatic group, and the reverse was true for inward remodeling of the stenotic area (it was significantly higher in the asymptomatic group compared to the symptomatic group). T2- and PD-weighted high signal foci, eccentric wall thickening, and plaque volume in the stenotic area were all similar between the two groups. CONCLUSIONS HRMRI has the potential to distinguish between atherosclerotic plaques in symptomatic and asymptomatic MCA stenoses.
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Affiliation(s)
- Gyung Ho Chung
- Department of Radiology and Research Institute of Medical Science, Chonbuk National University Medical School, 634-18, Keumam-Dong, Jeonju-shi, Chonbuk 561-712, South Korea
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Gerretsen S, Kessels AG, Nelemans PJ, Dijkstra J, Reiber JHC, van der Geest RJ, Katoh M, Waltenberger J, van Engelshoven JMA, Botnar RM, Kooi ME, Leiner T. Detection of coronary plaques using MR coronary vessel wall imaging: validation of findings with intravascular ultrasound. Eur Radiol 2012; 23:115-24. [PMID: 22782568 DOI: 10.1007/s00330-012-2576-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2011] [Revised: 05/29/2012] [Accepted: 06/12/2012] [Indexed: 01/05/2023]
Abstract
OBJECTIVES Compared with X-ray coronary angiography (CAG), magnetic resonance imaging of the coronary vessel wall (MR-CVW) may provide more information about plaque burden and coronary remodelling. We compared MR-CVW with intravascular ultrasound (IVUS), the standard of reference for coronary vessel wall imaging, with regard to plaque detection and wall thickness measurements. METHODS In this study 17 patients with chest pain, who had been referred for CAG, were included. Patients underwent IVUS and MR-CVW imaging of the right coronary artery (RCA). Subsequently, the coronary vessel wall was analysed for the presence and location of coronary plaques. RESULTS Fifty-two matching RCA regions of interest were available for comparison. There was good agreement between IVUS and MR-CVW for qualitative assessment of presence of disease, with a sensitivity of 94% and specificity of 76%. Wall thickness measurements demonstrated a significant difference between mean wall thickness on IVUS and MR-CVW (0.48 vs 1.24 mm, P < 0.001), but great heterogeneity between wall thickness measurements, resulting in a low correlation between IVUS and MR-CVW. CONCLUSIONS MR-CVW has high sensitivity for the detection of coronary vessel wall thickening in the RCA compared with IVUS. However, the use of MRI for accurate absolute wall thickness measurements is not supported when a longitudinal acquisition orientation is used.
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Affiliation(s)
- Suzanne Gerretsen
- Department of Radiology, Maastricht University Medical Centre, P. Debyelaan 25, 6229HX, Maastricht, The Netherlands
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Xu WH, Li ML, Gao S, Ni J, Yao M, Zhou LX, Peng B, Feng F, Jin ZY, Cui LY. Middle cerebral artery intraplaque hemorrhage: Prevalence and Clinical Relevance. Ann Neurol 2012; 71:195-8. [PMID: 22367991 DOI: 10.1002/ana.22626] [Citation(s) in RCA: 143] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Wei-Hai Xu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.
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Utility of atherosclerosis imaging in the evaluation of high-density lipoprotein-raising therapies. Curr Atheroscler Rep 2011; 13:277-84. [PMID: 21465111 PMCID: PMC3085734 DOI: 10.1007/s11883-011-0176-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Decreased level of high density-lipoprotein cholesterol (HDL-C) is a rigorous predictor for future cardiovascular events. Much effort is being made to develop HDL-C–raising pharmacotherapies in the attempt to avert the pandemic of atherosclerotic disease. Important properties by which HDL-C–raising compounds are effective involve improvement of cholesterol uptake from macrophages in plaque for transport back to the liver, improvement of endothelial function, and anti-inflammatory effects. Vascular imaging can aid in the determination which HDL-C–raising compounds are effective. Ultrasound and MRI have proved suitable for assessment of structural changes of the vessel wall. Ultrasound can also be used or assessment of endothelial function. 18F-fluordeoxyglucose positron emission tomography has opened up the possibility to assess vessel wall inflammation. In this article we discuss these various imaging techniques and how they can assess efficacy as well as provide pathophysiologic information on the mechanism of action of novel HDL-C–raising drugs.
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Bianda N, Di Valentino M, Periat D, Segatto JM, Oberson M, Moccetti M, Sudano I, Santini P, Limoni C, Froio A, Stuber M, Corti R, Gallino A, Wyttenbach R. Progression of human carotid and femoral atherosclerosis: a prospective follow-up study by magnetic resonance vessel wall imaging. Eur Heart J 2011; 33:230-7. [DOI: 10.1093/eurheartj/ehr332] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
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Seo CH, Shi Y, Huang SW, Kim K, O'Donnell M. Thermal strain imaging: a review. Interface Focus 2011; 1:649-64. [PMID: 22866235 PMCID: PMC3262277 DOI: 10.1098/rsfs.2011.0010] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2011] [Accepted: 04/21/2011] [Indexed: 11/12/2022] Open
Abstract
Thermal strain imaging (TSI) or temporal strain imaging is an ultrasound application that exploits the temperature dependence of sound speed to create thermal (temporal) strain images. This article provides an overview of the field of TSI for biomedical applications that have appeared in the literature over the past several years. Basic theory in thermal strain is introduced. Two major energy sources appropriate for clinical applications are discussed. Promising biomedical applications are presented throughout the paper, including non-invasive thermometry and tissue characterization. We present some of the limitations and complications of the method. The paper concludes with a discussion of competing technologies.
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Affiliation(s)
| | - Yan Shi
- Philips Research, Briarcliff Manor, NY, USA
| | | | - Kang Kim
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Matthew O'Donnell
- Department of Bioengineering, University of Washington, Seattle, WA, USA
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Migrino RQ, Bowers M, Harmann L, Prost R, LaDisa JF. Carotid plaque regression following 6-month statin therapy assessed by 3T cardiovascular magnetic resonance: comparison with ultrasound intima media thickness. J Cardiovasc Magn Reson 2011; 13:37. [PMID: 21812992 PMCID: PMC3166901 DOI: 10.1186/1532-429x-13-37] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2011] [Accepted: 08/03/2011] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Cardiovascular magnetic resonance (CMR) allows volumetric carotid plaque measurement that has advantage over 2-dimensional ultrasound (US) intima-media thickness (IMT) in evaluating treatment response. We tested the hypothesis that 6-month statin treatment in patients with carotid plaque will lead to plaque regression when measured by 3 Tesla CMR but not by IMT. METHODS Twenty-six subjects (67 ± 2 years, 7 females) with known carotid plaque (> 1.1 mm) and coronary or cerebrovascular atherosclerotic disease underwent 3T CMR (T1, T2, proton density and time of flight sequences) and US at baseline and following 6 months of statin therapy (6 had initiation, 7 had increase and 13 had maintenance of statin dosing). CMR plaque volume (PV) was measured in the region 12 mm below and up to 12 mm above carotid flow divider using software. Mean posterior IMT in the same region was measured. Baseline and 6-month CMR PV and US IMT were compared. Change in lipid rich/necrotic core (LR/NC) and calcification plaque components from CMR were related to change in PV. RESULTS Low-density lipoprotein cholesterol decreased (86 ± 6 to 74 ± 4 mg/dL, p = 0.046). CMR PV decreased 5.8 ± 2% (1036 ± 59 to 976 ± 65 mm3, p = 0.018). Mean IMT was unchanged (1.12 ± 0.06 vs. 1.14 ± 0.06 mm, p = NS). Patients with initiation or increase of statins had -8.8 ± 2.8% PV change (p = 0.001) while patients with maintenance of statin dosing had -2.7 ± 3% change in PV (p = NS). There was circumferential heterogeneity in CMR plaque thickness with greatest thickness in the posterior carotid artery, in the region opposite the flow divider. Similarly there was circumferential regional difference in change of plaque thickness with significant plaque regression in the anterior carotid region in region of the flow divider. Change in LR/NC (R = 0.62, p = 0.006) and calcification (R = 0.45, p = 0.03) correlated with PV change. CONCLUSIONS Six month statin therapy in patients with carotid plaque led to reduced plaque volume by 3T CMR, but ultrasound posterior IMT did not show any change. The heterogeneous spatial distribution of plaque and regional differences in magnitude of plaque regression may explain the difference in findings and support volumetric measurement of plaque. 3T CMR has potential advantage over ultrasound IMT to assess treatment response in individuals and may allow reduced sample size, duration and cost of clinical trials of plaque regression.
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MESH Headings
- Aged
- Aged, 80 and over
- Carotid Artery Diseases/blood
- Carotid Artery Diseases/diagnosis
- Carotid Artery Diseases/diagnostic imaging
- Carotid Artery Diseases/drug therapy
- Carotid Artery Diseases/pathology
- Carotid Artery, Common/diagnostic imaging
- Carotid Artery, Common/drug effects
- Carotid Artery, Common/pathology
- Female
- Humans
- Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use
- Image Interpretation, Computer-Assisted
- Lipids/blood
- Magnetic Resonance Imaging
- Male
- Middle Aged
- Necrosis
- Plaque, Atherosclerotic/blood
- Plaque, Atherosclerotic/diagnosis
- Plaque, Atherosclerotic/diagnostic imaging
- Plaque, Atherosclerotic/drug therapy
- Plaque, Atherosclerotic/pathology
- Predictive Value of Tests
- Prospective Studies
- Time Factors
- Treatment Outcome
- Tunica Intima/diagnostic imaging
- Tunica Intima/drug effects
- Tunica Intima/pathology
- Tunica Media/diagnostic imaging
- Tunica Media/drug effects
- Tunica Media/pathology
- Ultrasonography
- Vascular Calcification/diagnosis
- Vascular Calcification/drug therapy
- Wisconsin
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Affiliation(s)
- Raymond Q Migrino
- Department of Medicine, Marquette University, 1120 W. Wisconsin Avenue, Wilwaukee, WI 53233, USA
- Radiology Department, Medical College of Wisconsin, 8701 Watertown Plank Road | Milwaukee, WI 53226, USA
- Cardiology Department, Phoenix Veterans Affairs Health Care System, 650 E. Indian School Rd., Phoenix, AZ 85012-1892, USA
| | - Mark Bowers
- Department of Medicine, Marquette University, 1120 W. Wisconsin Avenue, Wilwaukee, WI 53233, USA
| | - Leanne Harmann
- Department of Medicine, Marquette University, 1120 W. Wisconsin Avenue, Wilwaukee, WI 53233, USA
| | - Robert Prost
- Radiology Department, Medical College of Wisconsin, 8701 Watertown Plank Road | Milwaukee, WI 53226, USA
| | - John F LaDisa
- Department of Medicine, Marquette University, 1120 W. Wisconsin Avenue, Wilwaukee, WI 53233, USA
- Biomedical Engineering Department, Marquette University, 1120 W. Wisconsin Avenue, Wilwaukee, WI 53233, USA
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Kawaji K, Nguyen TD, Zou Z, Reig B, Winchester PA, Shih A, Spincemaille P, Prince MR, Wang Y. Three-dimensional flow-independent balanced steady-state free precession vessel wall MRI of the popliteal artery: preliminary experience and comparison with flow-dependent black-blood techniques. J Magn Reson Imaging 2011; 34:696-701. [PMID: 21769963 DOI: 10.1002/jmri.22663] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2010] [Accepted: 05/02/2011] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To examine the feasibility of flow-independent T2-prepared inversion recovery (T2IR) black-blood (BB) magnetization preparation for three-dimensional (3D) balanced steady-state free precession (SSFP) vessel wall MRI of the popliteal artery, and to evaluate its performance relative to flow-dependent double inversion recovery (DIR), spatial presaturation (SPSAT), and motion-sensitizing magnetization preparation (MSPREP) BB techniques in healthy volunteers. MATERIALS AND METHODS Eleven subjects underwent 3D MRI at 1.5 Tesla with four techniques performed in a randomized order. Wall and lumen signal-to-noise ratio (SNR), wall-to-lumen contrast-to-noise ratio (CNR), vessel wall area, and lumen area were measured at proximal, middle, and distal locations of the imaged popliteal artery. Image quality scores based on wall visualization and degree of intraluminal artifacts were also obtained. RESULTS In the proximal region, DIR and SPSAT had higher wall SNR and wall-to-lumen CNR than both MSPREP and T2IR. In the middle and distal regions, DIR and SPSAT failed to provide effective blood suppression, whereas MSPREP and T2IR provided adequate black blood contrast with comparable wall-to-lumen CNR and image quality. CONCLUSION The feasibility of 3D SSFP imaging of the popliteal vessel wall using flow-independent T2IR was demonstrated with effective blood suppression and good vessel wall visualization. Although DIR and SPSAT are effective for thin slab imaging, MSPREP and T2IR are better suited for 3D thick slab imaging.
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Affiliation(s)
- Keigo Kawaji
- Department of Biomedical Engineering, Cornell University, Ithaca, New York, USA
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Automated versus manual segmentation of atherosclerotic carotid plaque volume and components in CTA: associations with cardiovascular risk factors. Int J Cardiovasc Imaging 2011; 28:877-87. [PMID: 21614484 DOI: 10.1007/s10554-011-9890-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2010] [Accepted: 05/11/2011] [Indexed: 02/06/2023]
Abstract
The purpose of this study was to validate automated atherosclerotic plaque measurements in carotid arteries from CT angiography (CTA). We present an automated method (three initialization points are required) to measure plaque components within the carotid vessel wall in CTA. Plaque components (calcifications, fibrous tissue, lipids) are determined by different ranges of Hounsfield Unit values within the vessel wall. On CTA scans of 40 symptomatic patients with atherosclerotic plaque in the carotid artery automatically segmented plaque volume, calcified, fibrous and lipid percentages were 0.97 ± 0.51 cm(3), 10 ± 11%, 63 ± 10% and 25 ± 5%; while manual measurements by first observer were 0.95 ± 0.60 cm(3), 14 ± 16%, 63 ± 13% and 21 ± 9%, respectively and manual measurement by second observer were 1.05 ± 0.75 cm(3), 11 ± 12%, 61 ± 11% and 27 ± 10%. In 90 datasets, significant associations were found between age, gender, hypercholesterolemia, diabetes, smoking and previous cerebrovascular disease and plaque features. For both automated and manual measurements, significant associations were found between: age and calcium and fibrous tissue percentage; gender and plaque volume and lipid percentage; diabetes and calcium, smoking and plaque volume; previous cerebrovascular disease and plaque volume. Significant associations found only by the automated method were between age and plaque volume, hypercholesterolemia and plaque volume and diabetes and fibrous tissue percentage. Significant association found only by the manual method was between previous cerebrovascular disease and percentage of fibrous tissue. Automated analysis of plaque composition in the carotid arteries is comparable with the manual analysis and has the potential to replace it.
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Mofidi R, Powell T, Crotty T, Sheehan S, Mehigan D, MacErlaine D, Keaveny T. Increased internal carotid artery peak systolic velocity is associated with presence of significant atherosclerotic plaque instability independent of degree of ICA stenosis. Int J Angiol 2011. [DOI: 10.1007/s00547-005-1079-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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Makaryus AN, Wolff SD. Cardiac Magnetic Resonance Imaging. Interv Cardiol 2011. [DOI: 10.1002/9781444319446.ch13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Abstract
Atherosclerosis and its thrombotic complications are the major cause of morbidity and mortality in the industrialized countries. Despite advances in our understanding of the pathophysiology, pathogenesis, and new treatment modalities, the absence of an adequate non-invasive imaging tool for early detection limits both the prevention and treatment of patients with various degrees and anatomical localizations of atherothrombotic disease. An ideal clinical imaging modality for atherosclerotic vascular disease should be safe, inexpensive, non-invasive or minimally invasive, accurate, and reproducible, and the results should correlate with the extent of atherosclerotic disease and have high predictive values for future clinical events. High-resolution magnetic resonance imaging (MRI) has emerged as the most promising technique for studying atherothrombotic disease in humans in vivo. Most importantly, MRI allows for the characterization of plaque composition, i.e. the discrimination of lipid core, fibrosis, calcification, and intraplaque haemorrhage deposits. Magnetic resonance imaging also allows for the detection of arterial thrombi and in defining thrombus age. Magnetic resonance imaging has been used to monitor plaque progression and regression in several animal models of atherosclerosis and in humans. Emerging MRI techniques capable of imaging biological processes, including inflammation, neovascularization, and mechanical forces, may aid in advancing our understanding of the atherothrombotic disease. Advances in diagnosis do prosper provided they march hand-in-hand with advances in treatment. We stand at the threshold of accurate non-invasive assessment of atherosclerosis. Thus, MRI opens new strategies ranging from screening of high-risk patients for early detection and treatment as well as monitoring of the target lesions for pharmacological intervention. Identification of subclinical atherosclerosis and early treatment initiation has the potential to surpass conventional risk factor assessment and management in terms of overall impact on cardiovascular morbidity and mortality. Such strategy is currently under clinical investigation.
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Affiliation(s)
- Roberto Corti
- Cardiology, Cardiovascular Center, University Hospital Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland.
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