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Einspieler H, Hennig B, Reiterits B, Klimpfinger H, Hacker M, Karanikas G. A Retrospective Case-Control Study Examining the Association of Thyroid-Stimulating Hormone Suppression and Vascular Wall Inflammation on [ 18F]FDG-PET/CT. Thyroid 2025; 35:357-366. [PMID: 40053389 DOI: 10.1089/thy.2024.0476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
Background: This retrospective case-control study aimed to investigate the effects of thyroid-stimulating hormone (TSH) suppression on vascular wall inflammation, assessed by [18F]-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT). Vascular [18F]FDG-uptake is highly correlated with arterial inflammation, which represents a major risk factor for atherosclerotic plaques. Methods: Forty patients with differentiated thyroid cancer underwent [18F]FDG-PET/CTs under TSH suppression therapy following surgical removal of the thyroid and subsequent radioiodine ablation. The [18F]FDG-uptake was measured in the carotid arteries, aortic arch, and the ascending, descending, and abdominal aorta. All measurements in the PET scans were normalized to body weight and corrected for blood pool activity in the superior vena cava, creating target-to-background ratios (TBRs). Twenty-five patients with euthyroid hormone status were used as a control group. In addition, to evaluate long-term changes, the follow-up PET/CTs of 24 thyroid carcinoma patients under continued TSH suppression therapy were analyzed. Results: In patients with TSH suppression, significantly higher arterial [18F]FDG-uptake (p < 0.001) was observed in the ascending aorta, aortic arch, abdominal aorta, carotid artery, and for all arterial vessels combined (mean TBRmax ± standard deviation [SD]: 1.8 ± 0.4, 1.8 ± 0.3, 1.9 ± 0.4, 1.4 ± 0.3, 1.7 ± 0.2, respectively) compared with the euthyroid control group (TBRmax ± SD: 1.4 ± 0.2, 1.4 ± 0.2, 1.4 ± 0.2, 1.1 ± 0.2, 1.3 ± 0.1, respectively). In the subgroup of patients who received an additional follow-up scan after a mean duration of 1.9 ± 1.1 years of continued TSH suppression therapy, no significant changes in arterial [18F]FDG-uptake were found in the five arterial sites when both scans were compared over time (p > 0.05). Conclusions: Our study suggests that patients under TSH suppression may experience a significant increase in vascular [18F]FDG-uptake, a marker of arterial inflammation, and, therefore, might be at higher risk for cardiovascular disease. Interestingly, the duration of TSH suppression was not significantly associated with vascular [18F]FDG-uptake in our study, indicating that the observed increase in arterial inflammation may not be influenced by the duration of TSH suppression.
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Affiliation(s)
- Holger Einspieler
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Bengt Hennig
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Bettina Reiterits
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Hannah Klimpfinger
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Marcus Hacker
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Georgios Karanikas
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
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Sebatana R, Kudzai KD, Magura A, Mdlophane A, Zeevaart JR, Sathekge M, Kahts M, Mdanda S, Witika BA. An Insight to Nanoliposomes as Smart Radiopharmaceutical Delivery Tools for Imaging Atherosclerotic Plaques: Positron Emission Tomography Applications. Pharmaceutics 2025; 17:240. [PMID: 40006607 PMCID: PMC11858949 DOI: 10.3390/pharmaceutics17020240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 01/27/2025] [Accepted: 02/01/2025] [Indexed: 02/27/2025] Open
Abstract
Atherosclerosis is a chronic progressive disease which is known to cause acute cardiovascular events as well as cerebrovascular events with high mortality. Unlike many other diseases, atherosclerosis is often diagnosed only after an acute or fatal event. At present, the clinical problems of atherosclerosis mainly involve the difficulty in confirming the plaques or identifying the stability of the plaques in the early phase. In recent years, the development of nanotechnology has come with various advantages including non-invasive imaging enhancement, which can be studied for the imaging of atherosclerosis. For targeted imaging and atherosclerosis treatment, nanoliposomes provide enhanced stability, drug administration, extended circulation, and less toxicity. This review discusses the current advances in the development of tailored liposomal nano-radiopharmaceutical-based techniques and their applications to atherosclerotic plaque diagnosis. This review further highlights liposomal nano-radiopharmaceutical localisation and biodistribution-key processes in the pathophysiology of atherosclerosis. Finally, this review discusses the direction and future of liposomal nano-radiopharmaceuticals as a potential clinical tool for the assessment and diagnosis of atherosclerotic plaque.
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Affiliation(s)
- Reabetswe Sebatana
- Department of Pharmaceutical Sciences, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (R.S.); (K.D.K.); (A.M.); (M.K.)
- Department of Nuclear Medicine, Steve Biko Academic Hospital, University of Pretoria, Pretoria 0028, South Africa; (A.M.); (M.S.)
| | - Kahwenga D. Kudzai
- Department of Pharmaceutical Sciences, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (R.S.); (K.D.K.); (A.M.); (M.K.)
| | - Allan Magura
- Department of Pharmaceutical Sciences, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (R.S.); (K.D.K.); (A.M.); (M.K.)
| | - Amanda Mdlophane
- Department of Nuclear Medicine, Steve Biko Academic Hospital, University of Pretoria, Pretoria 0028, South Africa; (A.M.); (M.S.)
- Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria 0028, South Africa;
| | - Jan Rijn Zeevaart
- Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria 0028, South Africa;
- Radiochemistry, The South African Nuclear Energy Corporation (Necsa) SOC Ltd., Pelindaba 0240, South Africa
| | - Mike Sathekge
- Department of Nuclear Medicine, Steve Biko Academic Hospital, University of Pretoria, Pretoria 0028, South Africa; (A.M.); (M.S.)
- Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria 0028, South Africa;
| | - Maryke Kahts
- Department of Pharmaceutical Sciences, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (R.S.); (K.D.K.); (A.M.); (M.K.)
| | - Sipho Mdanda
- Department of Nuclear Medicine, Steve Biko Academic Hospital, University of Pretoria, Pretoria 0028, South Africa; (A.M.); (M.S.)
- Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria 0028, South Africa;
| | - Bwalya Angel Witika
- Department of Pharmaceutical Sciences, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (R.S.); (K.D.K.); (A.M.); (M.K.)
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3
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Markousis-Mavrogenis G, Habib M, Huck DM, André F, Steen H, Mukherjee M, Mavrogeni SI, Weber B. Emerging Imaging Techniques for Atherosclerosis in Systemic Immune-Mediated Inflammatory Conditions. Arterioscler Thromb Vasc Biol 2025; 45:11-22. [PMID: 39540283 DOI: 10.1161/atvbaha.124.321202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Atherosclerosis affects patients with systemic immune-mediated inflammatory diseases at an increased rate compared with the general population. In recent years, our understanding of the pathophysiology of atherosclerosis has advanced considerably. Nevertheless, cardiovascular imaging modalities that can adequately assess the biological background of atherosclerosis have not reached widespread clinical adoption. Novel developments in cardiac imaging have the potential to enhance the diagnostic yield of these modalities further while providing essential insights into the anatomy, composition, and biology of atherosclerotic lesions. In this review, we highlight some of the latest developments in the field for the evaluation of atherosclerosis using advances in echocardiography, computed tomography, positron emission tomography, and cardiovascular magnetic resonance. Additionally, we discuss evidence specifically in patients with immune-mediated inflammatory diseases and outline unmet research needs for future development.
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Affiliation(s)
- George Markousis-Mavrogenis
- Department of Cardiology, Angiology and Pneumology (G.M.-M., F.A., H.S.), Heidelberg University, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Germany (G.M.-M., F.A., H.S.)
- University Research Institute of Maternal and Child Health and Precision Medicine and UNESCO (United Nations Educational, Scientific and Cultural Organization) Chair in Adolescent Healthcare, Medical School, National and Kapodistrian University of Athens, Aghia Sophia Children's Hospital, Greece (G.M.-M., S.I.M.)
| | - Muzzamal Habib
- Division of Cardiovascular Medicine, Department of Medicine, Heart and Vascular Center, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (M.H., D.M.H., B.W.)
| | - Daniel M Huck
- Division of Cardiovascular Medicine, Department of Medicine, Heart and Vascular Center, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (M.H., D.M.H., B.W.)
| | - Florian André
- Department of Cardiology, Angiology and Pneumology (G.M.-M., F.A., H.S.), Heidelberg University, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Germany (G.M.-M., F.A., H.S.)
| | - Henning Steen
- Department of Cardiology, Angiology and Pneumology (G.M.-M., F.A., H.S.), Heidelberg University, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Germany (G.M.-M., F.A., H.S.)
| | - Monica Mukherjee
- Division of Cardiology, Johns Hopkins University, Baltimore, MD (M.M.)
| | - Sophie I Mavrogeni
- University Research Institute of Maternal and Child Health and Precision Medicine and UNESCO (United Nations Educational, Scientific and Cultural Organization) Chair in Adolescent Healthcare, Medical School, National and Kapodistrian University of Athens, Aghia Sophia Children's Hospital, Greece (G.M.-M., S.I.M.)
- Department of Cardiology, Onassis Cardiac Surgery Center, Athens, Greece (S.I.M.)
- Institute of Radiology, Department of Medicine - DIMED, Padova University Hospital, Italy (S.I.M.)
| | - Brittany Weber
- Division of Cardiovascular Medicine, Department of Medicine, Heart and Vascular Center, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (M.H., D.M.H., B.W.)
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4
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Azab SM, Doiron D, Schulze KM, Brook JR, Brauer M, Smith EE, Moody AR, Desai D, Friedrich MG, Bangdiwala SI, Zeraatkar D, Lee D, Dummer TJB, Poirier P, Tardif JC, Teo KK, Lear S, Yusuf S, Anand SS, de Souza RJ. Exposure to air pollutants and subclinical carotid atherosclerosis measured by magnetic resonance imaging: A cross-sectional analysis. PLoS One 2024; 19:e0309912. [PMID: 39480801 PMCID: PMC11527219 DOI: 10.1371/journal.pone.0309912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 08/20/2024] [Indexed: 11/02/2024] Open
Abstract
OBJECTIVES Long-term exposure to air pollution has been associated with higher risk of cardiovascular mortality. Less is known about the association of air pollution with initial development of cardiovascular disease. Herein, the association between low-level exposure to air pollutants and subclinical carotid atherosclerosis in adults without known clinical cardiovascular disease was investigated. DESIGN Cross-sectional analysis within a prospective cohort study. SETTING The Canadian Alliance for Healthy Hearts and Minds Cohort Study; a pan-Canadian cohort of cohorts. PARTICIPANTS Canadian adults (n = 6645) recruited between 2014-2018 from the provinces of British Columbia, Alberta, Ontario, Quebec, and Nova Scotia, were studied, for whom averages of exposures to nitrogen dioxide (NO2), ozone (O3), and fine particulate matter (PM2.5) were estimated for the years 2008-2012. MAIN OUTCOME MEASURE Carotid vessel wall volume (CWV) measured by magnetic resonance imaging (MRI). RESULTS In adjusted linear mixed models, PM2.5 was not consistently associated with CWV (per 5 μg/m3 PM2.5; adjusted estimate = -8.4 mm3; 95% Confidence Intervals (CI) -23.3 to 6.48; p = 0.27). A 5 ppb higher NO2 concentration was associated with 11.8 mm3 lower CWV (95% CI -16.2 to -7.31; p<0.0001). A 3 ppb increase in O3 was associated with 9.34 mm3 higher CWV (95% CI 4.75 to 13.92; p<0.0001). However, the coarse/insufficient O3 resolution (10 km) is a limitation. CONCLUSIONS In a cohort of healthy Canadian adults there was no consistent association between PM2.5 or NO2 and increased CWV as a measure of subclinical atherosclerosis by MRI. The reasons for these inconsistent associations warrant further study.
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Affiliation(s)
- Sandi M. Azab
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Dany Doiron
- Research Institute of McGill University Health Centre, Montreal, Canada
| | - Karleen M. Schulze
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Jeffrey R. Brook
- Occupational and Environmental Health Division, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Michael Brauer
- School of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Eric E. Smith
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta
| | - Alan R. Moody
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Dipika Desai
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Matthias G. Friedrich
- Department of Medicine and Diagnostic Radiology, McGill University, Montreal, Quebec, Canada
| | - Shrikant I. Bangdiwala
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Dena Zeraatkar
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Douglas Lee
- Programming and Biostatistics, Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Trevor J. B. Dummer
- School of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Paul Poirier
- Faculté de Pharmacie, Institut Universitaire de Cardiologie et de Pneumologie de Québec, Quebec City, Quebec, Canada
| | - Jean-Claude Tardif
- Montreal Heart Institute, Université de Montréal, Montreal, Quebec, Canada
| | - Koon K. Teo
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Scott Lear
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Salim Yusuf
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Sonia S. Anand
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
| | - Russell J. de Souza
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton, Ontario, Canada
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Gać P, Jakubowska-Martyniuk A, Żórawik A, Hajdusianek W, Żytkowski D, Matys T, Poręba R. Diagnostic Methods of Atherosclerotic Plaque and the Assessment of Its Prognostic Significance-A Narrative Review. J Cardiovasc Dev Dis 2024; 11:343. [PMID: 39590186 PMCID: PMC11594366 DOI: 10.3390/jcdd11110343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 10/16/2024] [Accepted: 10/28/2024] [Indexed: 11/28/2024] Open
Abstract
Cardiovascular diseases (CVD) are a leading cause of death. The most notable cause of CVD is an atherosclerotic plaque. The aim of this review is to provide an overview of different diagnostic methods for atherosclerotic plaque relevant to the assessment of cardiovascular risk. The methods can be divided into invasive and non-invasive. This review focuses on non-invasive with attention paid to ultrasonography, contrast-enhanced ultrasonography, intravascular ultrasonography, and assessment of intima-media complex, coronary computed tomography angiography, and magnetic resonance. In the review, we discuss a number of Artificial Intelligence technologies that support plaque imaging.
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Affiliation(s)
- Paweł Gać
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
- Centre of Diagnostic Imaging, 4th Military Hospital, Rudolfa Weigla 5, 50-981 Wrocław, Poland
| | - Anna Jakubowska-Martyniuk
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Aleksandra Żórawik
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Wojciech Hajdusianek
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Dawid Żytkowski
- Department of Environmental Health, Occupational Medicine and Epidemiology, Wroclaw Medical University, Mikulicza-Radeckiego 7, 50-368 Wroclaw, Poland
| | - Tomasz Matys
- Department of Angiology and Internal Diseases, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland
| | - Rafał Poręba
- Centre of Diagnostic Imaging, 4th Military Hospital, Rudolfa Weigla 5, 50-981 Wrocław, Poland
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Tong J, Wang Z, Zhang J, Gao R, Liu X, Liao Y, Guo X, Wei Y. Advanced Applications of Nanomaterials in Atherosclerosis Diagnosis and Treatment: Challenges and Future Prospects. ACS APPLIED MATERIALS & INTERFACES 2024; 16:58072-58099. [PMID: 39432384 DOI: 10.1021/acsami.4c13607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2024]
Abstract
Atherosclerosis-induced coronary artery disease is a major cause of cardiovascular mortality. Clinically, conservative treatment strategies for atherosclerosis still focus on lifestyle interventions and the use of lipid-lowering and anticoagulant medications. Despite achieving some therapeutic effects, these approaches are limited by low bioavailability, long intervention periods, and significant side effects. With the advancement of nanotechnology, nanomaterials have demonstrated extraordinary potential in the biomedical field. Their excellent biocompatibility, surface modifiability, and high targeting capability not only enable efficient diagnosis of plaque progression but also allow precise drug delivery within atherosclerotic plaques, significantly enhancing drug bioavailability and reducing systemic side effects. Here, we systematically review the current research progress of nanomaterials in the field of atherosclerosis to summarize not only the types of nanomaterials but also their applications in both the diagnosis and treatment of atherosclerosis. Notably, in the context of plaque therapy, we provide a comprehensive overview of current nanomaterial applications based on their targeted therapeutic systems for different cell types within plaques. Additionally, we address the persistent challenge of clinical translation of nanomaterials by summarizing current issues and providing directions for innovation and improvement in nanomaterial design. Overall, we believe that this review systematically summarizes the applications and challenges of biomedical nanomaterials in atherosclerosis diagnosis and therapy, thereby offering insights and references for the development of therapeutic materials for atherosclerosis.
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Affiliation(s)
- Junran Tong
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Engineering Research Center for Immunological Diagnosis and Therapy of Cardiovascular Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Zhiwen Wang
- Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jiahui Zhang
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Engineering Research Center for Immunological Diagnosis and Therapy of Cardiovascular Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Ran Gao
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Engineering Research Center for Immunological Diagnosis and Therapy of Cardiovascular Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xiangfei Liu
- Department of Cardiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100005, China
| | - Yuhan Liao
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Engineering Research Center for Immunological Diagnosis and Therapy of Cardiovascular Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xiaopeng Guo
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yumiao Wei
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Engineering Research Center for Immunological Diagnosis and Therapy of Cardiovascular Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
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Wentzel JJ, Bos D, White SJ, van der Heiden K, Kavousi M, Evans PC. Sex-related differences in coronary and carotid vessel geometry, plaque composition and shear stress obtained from imaging. Atherosclerosis 2024; 395:117616. [PMID: 38944895 DOI: 10.1016/j.atherosclerosis.2024.117616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/27/2024] [Accepted: 06/04/2024] [Indexed: 07/02/2024]
Abstract
Atherosclerosis manifests itself differently in men and women with respect to plaque initiation, progression and plaque composition. The observed delay in plaque progression in women is thought to be related to the hormonal status of women. Also features associated with the vulnerability of plaques to rupture seem to be less frequently present in women compared to men. Current invasive and non-invasive imaging modalities allow for visualization of plaque size, composition and high risk vulnerable plaque features. Moreover, image based modeling gives access to local shear stress and shear stress-related plaque growth. In this review, current knowledge on sex-related differences in plaque size, composition, high risk plaque features and shear stress related plaque growth in carotid and coronary arteries obtained from imaging are summarized.
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Affiliation(s)
- J J Wentzel
- Department of Cardiology, Biomedical Engineering, Erasmus MC, the Netherlands.
| | - D Bos
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands; Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - S J White
- Biosciences Institute, Newcastle University, UK
| | - K van der Heiden
- Department of Cardiology, Biomedical Engineering, Erasmus MC, the Netherlands
| | - M Kavousi
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - P C Evans
- Centre for Biochemical Pharmacology, William Harvey Research Institute, Barts and The London, Faculty of Medicine and Dentistry, Queen Mary University of London, UK
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8
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Yoo SW, Yang S, Kim JE, Huh KH, Lee SS, Heo MS, Yi WJ. CACSNet for automatic robust classification and segmentation of carotid artery calcification on panoramic radiographs using a cascaded deep learning network. Sci Rep 2024; 14:13894. [PMID: 38886356 PMCID: PMC11183138 DOI: 10.1038/s41598-024-64265-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 06/06/2024] [Indexed: 06/20/2024] Open
Abstract
Stroke is one of the major causes of death worldwide, and is closely associated with atherosclerosis of the carotid artery. Panoramic radiographs (PRs) are routinely used in dental practice, and can be used to visualize carotid artery calcification (CAC). The purpose of this study was to automatically and robustly classify and segment CACs with large variations in size, shape, and location, and those overlapping with anatomical structures based on deep learning analysis of PRs. We developed a cascaded deep learning network (CACSNet) consisting of classification and segmentation networks for CACs on PRs. This network was trained on ground truth data accurately determined with reference to CT images using the Tversky loss function with optimized weights by balancing between precision and recall. CACSNet with EfficientNet-B4 achieved an AUC of 0.996, accuracy of 0.985, sensitivity of 0.980, and specificity of 0.988 in classification for normal or abnormal PRs. Segmentation performances for CAC lesions were 0.595 for the Jaccard index, 0.722 for the Dice similarity coefficient, 0.749 for precision, and 0.756 for recall. Our network demonstrated superior classification performance to previous methods based on PRs, and had comparable segmentation performance to studies based on other imaging modalities. Therefore, CACSNet can be used for robust classification and segmentation of CAC lesions that are morphologically variable and overlap with surrounding structures over the entire posterior inferior region of the mandibular angle on PRs.
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Affiliation(s)
- Suh-Woo Yoo
- Department of Oral and Maxillofacial Radiology, School of Dentistry, Seoul National University, Seoul, Korea
| | - Su Yang
- Department of Applied Bioengineering, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Korea
| | - Jo-Eun Kim
- Department of Oral and Maxillofacial Radiology and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, Korea
| | - Kyung-Hoe Huh
- Department of Oral and Maxillofacial Radiology and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, Korea
| | - Sam-Sun Lee
- Department of Oral and Maxillofacial Radiology and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, Korea
| | - Min-Suk Heo
- Department of Oral and Maxillofacial Radiology and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, Korea
| | - Won-Jin Yi
- Department of Applied Bioengineering, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Korea.
- Department of Oral and Maxillofacial Radiology and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, Korea.
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9
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Amini A, Jafari E, Pourbehi MR, Iranpour D, Nemati R, Ahmadzadehfar H, Assadi M. Potential Role of Somatostatin Receptor Scintigraphy for In Vivo Imaging of Vulnerable Atherosclerotic Plaques and Its Association with Myocardial Perfusion Imaging Finding: A Preliminary Study. Mol Imaging Radionucl Ther 2023; 32:123-130. [PMID: 37337773 PMCID: PMC10284178 DOI: 10.4274/mirt.galenos.2022.08860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/15/2022] [Indexed: 06/21/2023] Open
Abstract
Objectives This study was conducted to detect atherosclerotic plaques with somatostatin receptor scintigraphy (SRS) using Tc-99m-octreotide that binds to somatostatin receptor-2. Methods Of the 783 patients referred for myocardial perfusion imaging (MPI), 52 underwent additional chest single-photon emission computed tomography (SPECT) with Tc-99m-octreotide and participated in this study. In addition, 43 patients who underwent Tc-99m-octreotide scan for neuroendocrine tumor (NET) also received cardiac SPECT. Angiography was performed within 1 month after SRS for 19 patients who showed intensive uptake in SRS and had cardiac risk factors. Results Of 52 patients who underwent MPI and SRS, 15 showed intensive cardiac uptake in SRS. Moreover, of 43 patients who were referred for NET, 4 patients had marked cardiac uptake in SRS in the heart. Nineteen patients including 12 women and 7 men aged 28 to 84 (58±8.04) years underwent coronary angiography. SRS and angiography in the left anterior descending territory were concordant in 15/19 (79%) patients, whereas only 7/15 (46%) cases had concordant MPI and angiography results. In the right coronary artery territory, SRS and angiography were concordant in 16/19 (84%) cases, while MPI and angiography were concordant in 11/15 (73%) cases. In the left circumflex artery territory, SRS and angiography were concordant in 15/19 (79%) cases, whereas MPI and angiography were concordant in 6/15 (40%) cases. In the remaining 76 patients who did not undergo coronary angiography based on cardiovascular profile and SRS, no cardiac events occurred in a follow-up of 2-11 months (7.52±2.71). Conclusion Tc-99m-octreotide uptake was more concordant with coronary plaques relative to MPI findings, suggesting a potential role for Tc-99m-octreotide in the evaluation of atherosclerosis.
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Affiliation(s)
- Abdullatif Amini
- Bushehr University of Medical Sciences Faculty of Medicine, Bushehr Medical Heart Center, Bushehr, Iran
| | - Esmail Jafari
- The Persian Gulf Nuclear Medicine Research Center, Bushehr Medical University Hospital, School of Medicine, Bushehr University of Medical Sciences, Department of Molecular Imaging and Theranostics, Bushehr, Iran
| | - Mohammad Reza Pourbehi
- Bushehr University of Medical Sciences Faculty of Medicine, Bushehr Medical Heart Center, Bushehr, Iran
| | - Dariush Iranpour
- Bushehr University of Medical Sciences Faculty of Medicine, Bushehr Medical Heart Center, Bushehr, Iran
| | - Reza Nemati
- Bushehr University of Medical Sciences, Bushehr Medical University Hospital, Department of Neurology, Bushehr, Iran
| | | | - Majid Assadi
- The Persian Gulf Nuclear Medicine Research Center, Bushehr Medical University Hospital, School of Medicine, Bushehr University of Medical Sciences, Department of Molecular Imaging and Theranostics, Bushehr, Iran
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10
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Douhi A, Al-Enezi MS, Berrahmoune N, Khalil A, Fulop T, Nguyen M, Turcotte E, Croteau É, Bentourkia M. Non-calcified active atherosclerosis plaque detection with 18F-NaF and 18F-FDG PET/CT dynamic imaging. Phys Eng Sci Med 2023; 46:295-302. [PMID: 36715851 DOI: 10.1007/s13246-023-01218-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 01/04/2023] [Indexed: 01/31/2023]
Abstract
Arterial inflammation is an indicator of atheromatous plaque vulnerability to detach and to obstruct blood vessels in the heart or in the brain thus causing heart attack or stroke. To date, it is difficult to predict the plaque vulnerability. This study was aimed to assess the behavior of 18F-sodium fluoride (18F-NaF) and 18F-fluorodeoxyglucose (18F-FDG) uptake in the aorta and iliac arteries as a function of plaque density on CT images. We report metabolically active artery plaques associated to inflammation in the absence of calcification. 18 elderly volunteers were recruited and imaged with computed tomography (CT) and positron emission tomography (PET) with 18F-NaF and 18F-FDG. A total of 1338 arterial segments were analyzed, 766 were non-calcified and 572 had calcifications. For both 18F-NaF and 18F-FDG, the mean SUV values were found statistically significantly different between non-calcified and calcified artery segments. Clustering CT non-calcified segments, excluding blood, resulted in two clusters C1 and C2 with a mean density of 30.63 ± 5.06 HU in C1 and 43.06 ± 4.71 HU in C2 (P < 0.05), and their respective SUV were found statistically different in 18F-NaF and 18F-FDG. The 18F-NaF images showed plaques not detected on CT images, where the 18F-FDG SUV values were high in comparison to artery walls without plaques. The density on CT images alone corresponding to these plaques could be further investigated to see whether it can be an indicator of the active plaques.
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Affiliation(s)
- Abdelillah Douhi
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Mamdouh S Al-Enezi
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
- Department of Diagnostic Radiology, College of Applied Medical Sciences, University of Hail, Hail, Saudi Arabia
| | - Nousra Berrahmoune
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Abdelouahed Khalil
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Tamas Fulop
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Michel Nguyen
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Eric Turcotte
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Étienne Croteau
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - M'hamed Bentourkia
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada.
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11
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Granato D. Functional foods to counterbalance low-grade inflammation and oxidative stress in cardiovascular diseases: a multilayered strategy combining food and health sciences. Curr Opin Food Sci 2022. [DOI: 10.1016/j.cofs.2022.100894] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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12
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Montenegro A, Patiño Rodriguez H, Katherine Mantilla D, Balderrama J, Díaz C, Zenteno M. Update on diagnostic approach of carotid disease: From stenosis to atherosclerotic plaque morphology. INTERDISCIPLINARY NEUROSURGERY 2021. [DOI: 10.1016/j.inat.2021.101363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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13
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Buchler A, Munch M, Farber G, Zhao X, Al-Haddad R, Farber E, Rotstein BH. Selective Imaging of Matrix Metalloproteinase-13 to Detect Extracellular Matrix Remodeling in Atherosclerotic Lesions. Mol Imaging Biol 2021; 24:93-103. [PMID: 34231104 DOI: 10.1007/s11307-021-01626-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 06/09/2021] [Accepted: 06/16/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Overexpression and activation of matrix metalloproteinase-13 (MMP-13) within atheroma increases susceptibility to plaque rupture, a major cause of severe cardiovascular complications. In comparison to pan-MMP targeting [18F]BR-351, we evaluated the potential for [18F]FMBP, a selective PET radiotracer for MMP-13, to detect extracellular matrix (ECM) remodeling in vascular plaques possessing markers of inflammation. PROCEDURES [18F]FMBP and [18F]BR-351 were initially assessed in vitro by incubation with en face aortae from 8 month-old atherogenic ApoE-/- mice. Ex vivo biodistributions, plasma metabolite analyses, and ex vivo autoradiography were analogously performed 30 min after intravenous radiotracer administration in age-matched C57Bl/6 and ApoE-/- mice under baseline or homologous blocking conditions. En face aortae were subsequently stained with Oil Red O (ORO), sectioned, and subject to immunofluorescence staining for Mac-2 and MMP-13. RESULTS High-resolution autoradiographic image analysis demonstrated target specificity and regional concordance to lipid-rich lesions. Biodistribution studies revealed hepatobiliary excretion, low accumulation of radioactivity in non-excretory organs, and few differences between strains and conditions in non-target organs. Plasma metabolite analyses uncovered that [18F]FMBP exhibited excellent in vivo stability (≥74% intact) while [18F]BR-351 was extensively metabolized (≤37% intact). Ex vivo autoradiography and histology of en face aortae revealed that [18F]FMBP, relative to [18F]BR-351, exhibited 2.9-fold greater lesion uptake, substantial specific binding (68%), and improved sensitivity to atherosclerotic tissue (2.9-fold vs 2.1-fold). Immunofluorescent staining of aortic en face cross sections demonstrated elevated Mac-2 and MMP-13-positive areas within atherosclerotic lesions identified by [18F]FMBP ex vivo autoradiography. CONCLUSIONS While both radiotracers successfully identified atherosclerotic plaques, [18F]FMBP showed superior specificity and sensitivity for lesions possessing features of destructive plaque remodeling. The detection of ECM remodeling by selective targeting of MMP-13 may enable characterization of high-risk atherosclerosis featuring elevated collagenase activity.
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Affiliation(s)
- Ariel Buchler
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, Ontario, K1N 6N5, Canada.,University of Ottawa Heart Institute, Ottawa, Ontario, K1Y 4W7, Canada
| | - Maxime Munch
- University of Ottawa Heart Institute, Ottawa, Ontario, K1Y 4W7, Canada.,Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H 8M5, Canada
| | - Gedaliah Farber
- University of Ottawa Heart Institute, Ottawa, Ontario, K1Y 4W7, Canada.,Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H 8M5, Canada
| | - Xiaoling Zhao
- University of Ottawa Heart Institute, Ottawa, Ontario, K1Y 4W7, Canada
| | - Rami Al-Haddad
- University of Ottawa Heart Institute, Ottawa, Ontario, K1Y 4W7, Canada.,Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H 8M5, Canada
| | - Eadan Farber
- University of Ottawa Heart Institute, Ottawa, Ontario, K1Y 4W7, Canada
| | - Benjamin H Rotstein
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, Ontario, K1N 6N5, Canada. .,University of Ottawa Heart Institute, Ottawa, Ontario, K1Y 4W7, Canada. .,Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, K1H 8M5, Canada.
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14
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Chen J, Zhang X, Millican R, Sherwood J, Martin S, Jo H, Yoon YS, Brott BC, Jun HW. Recent advances in nanomaterials for therapy and diagnosis for atherosclerosis. Adv Drug Deliv Rev 2021; 170:142-199. [PMID: 33428994 PMCID: PMC7981266 DOI: 10.1016/j.addr.2021.01.005] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 01/02/2021] [Accepted: 01/03/2021] [Indexed: 12/18/2022]
Abstract
Atherosclerosis is a chronic inflammatory disease driven by lipid accumulation in arteries, leading to narrowing and thrombosis. It affects the heart, brain, and peripheral vessels and is the leading cause of mortality in the United States. Researchers have strived to design nanomaterials of various functions, ranging from non-invasive imaging contrast agents, targeted therapeutic delivery systems to multifunctional nanoagents able to target, diagnose, and treat atherosclerosis. Therefore, this review aims to summarize recent progress (2017-now) in the development of nanomaterials and their applications to improve atherosclerosis diagnosis and therapy during the preclinical and clinical stages of the disease.
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Affiliation(s)
- Jun Chen
- Department of Biomedical Engineering, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Xixi Zhang
- Department of Biomedical Engineering, The University of Alabama at Birmingham, Birmingham, AL, United States
| | | | | | - Sean Martin
- Department of Biomedical Engineering, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Hanjoong Jo
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States; Division of Cardiology, Department of Medicine, Emory University, Atlanta, GA, United States
| | - Young-Sup Yoon
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, South Korea; Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, South Korea
| | - Brigitta C Brott
- Division of Cardiovascular Disease, Department of Medicine, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Ho-Wook Jun
- Department of Biomedical Engineering, The University of Alabama at Birmingham, Birmingham, AL, United States.
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15
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Advances in Multimodality Carotid Plaque Imaging: AJR Expert Panel Narrative Review. AJR Am J Roentgenol 2021; 217:16-26. [PMID: 33438455 DOI: 10.2214/ajr.20.24869] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Contemporary imaging methods provide detailed visualization of carotid athero-sclerotic plaque, enabling a major evolution of in vivo carotid plaque imaging evaluation. The degree of luminal stenosis in the carotid artery bifurcation, as assessed by ultrasound, has historically served as the primary imaging feature for determining ischemic stroke risk and the potential need for surgery. However, stroke risk may be more strongly driven by the presence of specific characteristics of vulnerable plaque, as visualized on CT and MRI, than by traditional ultrasound-based assessment of luminal narrowing. This review highlights six promising imaging-based plaque characteristics that harbor unique information regarding plaque vulnerability: maximum plaque thickness and volume, calcification, ulceration, intraplaque hemorrhage, lipid-rich necrotic core, and thin or ruptured fibrous cap. Increasing evidence supports the association of these plaque characteristics with risk of ischemic stroke, although these characteristics have varying suitability for clinical implementation. Key aspects of CT and MRI protocols for carotid plaque imaging are also considered. Practical next steps and hurdles are explored for implementing routine imaging assessment of these plaque characteristics in addition to, or even as replacement for, traditional assessment of the degree of vascular stenosis on ultrasound, in the identification of individuals at high risk of ischemic stroke.
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16
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Murgia A, Balestrieri A, Crivelli P, Suri JS, Conti M, Cademartiri F, Saba L. Cardiac computed tomography radiomics: an emerging tool for the non-invasive assessment of coronary atherosclerosis. Cardiovasc Diagn Ther 2021; 10:2005-2017. [PMID: 33381440 DOI: 10.21037/cdt-20-156] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
In the last decades, significant advances have been made in the preventive approaches to cardiovascular disease. Even so, coronary artery disease remains one of the main causes of morbidity and mortality worldwide. Invasive imaging modalities, such as intravascular ultrasound or optical coherence tomography, have played a key role in the comprehension of the pathological processes underlying myocardial infarction and cerebrovascular disease. These imaging techniques have contributed greatly to the identification and phenotyping of the culprit lesion, the so-called vulnerable plaque. Coronary computed tomographic angiography (CCTA) has emerged in more recent years as the non-invasive modality of choice in the study of coronary atherosclerosis, showing in many studies a diagnostic yield comparable to invasive approaches. Moreover, being able to describe extra-luminal characteristics of the affected vessel, CCTA has greatly contributed towards shifting the attention of researchers from the mere quantification of luminal stenosis to the identification of adverse plaque features, which appear to have a stronger prognostic value. However, the identification of some of the hallmarks of vulnerable plaques is qualitative in nature and, therefore, subject to some degree of inter-reader variability. Moreover, CCTA is still unable to identify some fine markers of plaque vulnerability which can be detected by invasive techniques, such as neovascularization and plaque erosion, among others. Nonetheless, radiological images can be viewed as vast 3-D datasets which, via the use of recent technology, allow for the extraction of numerous quantitative features that may be used to accurately phenotype a given lesion. Radiomics is the process of extrapolating innumerable parameters from a given region of interest, with the goal of establishing correlations between quantitative variables and clinical data. These datasets can then be manipulated to create predictive models via the use of automated algorithms in a process called machine learning. As a result of these approaches, radiological images may offer information regarding the characterization of a plaque which can go much beyond the boundaries of what can be qualitatively asserted by the human eye, contributing to expanding the knowledge of the disease and ultimately assist clinical decisions. Thus far, radiomics has found its more consistent area of application in the field of oncology; to present date, the amount of clinical data regarding coronary artery disease is still relatively small, partly due to the technical difficulties associated with the implementation of such techniques to the study of a small and geometrically complex lesion such as the coronary plaque. The present review, after a summary of the imaging modalities most commonly used nowadays in the study of coronary plaques, will provide a perspective on the application of radiomic analysis to coronary artery disease.
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Affiliation(s)
| | | | - Paola Crivelli
- Department of Radiology, University of Sassari, Sassari SS, Italy
| | - Jasjit S Suri
- Stroke and Monitoring Division, AtheroPoint™, Roseville, CA, USA
| | - Maurizio Conti
- Department of Radiology, University of Sassari, Sassari SS, Italy
| | | | - Luca Saba
- Department of Radiology, University of Cagliari, Cagliari CA, Italy
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17
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Al-Enezi MS, Bentourkia M. Kinetic Modeling of Dynamic PET-¹⁸F-FDG Atherosclerosis Without Blood Sampling. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES 2020. [DOI: 10.1109/trpms.2020.3005364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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18
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Bueno A, March JR, Garcia P, Cañibano C, Ferruelo A, Fernandez-Casado JL. Carotid Plaque Inflammation Assessed by 18F-FDG PET/CT and Lp-PLA 2 Is Higher in Symptomatic Patients. Angiology 2020; 72:260-267. [PMID: 33089697 DOI: 10.1177/0003319720965419] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Carotid plaque inflammation assessed by 2-deoxy-2-[18F]fluoro-D-glucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) and lipoprotein-associated phospholipase A2 (Lp-PLA2) levels are higher in symptomatic patients. The aim of this study was to assess correlations between 18F-FDG uptake on PET scan of carotid artery plaques, plasma levels of Lp-PLA2, and cerebrovascular symptoms. The study included 45 consecutive patients (22 symptomatic, 23 asymptomatic) with >70% carotid stenosis. Patients were examined by hybrid PET/CT, and maximum standardized uptake values (SUVmax) were recorded. Blood samples were obtained, and plasma was stored at -80 °C for subsequent Lp-PLA2 analysis. Symptomatic and asymptomatic patients showed no significant difference in classical cardiovascular risk factors. Asymptomatic carotid stenosis patients more frequently had a history of coronary artery disease (P = .025) and peripheral artery disease (P = .012). The symptomatic group had higher 18F-FDG uptake in carotid plaques (P < .001), higher plasma Lp-PLA2 (P < .01), and higher high-sensitive C-reactive protein (P = .022). 2-Deoxy-2-[18F]fluoro-D-glucose uptake on PET/CT and plasma Lp-PLA2 show a statistically significant association with the symptomatic status of carotid plaques.
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Affiliation(s)
- Alicia Bueno
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
| | - Jose Ramon March
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
| | - Pilar Garcia
- Getafe Health Research Institute, Madrid, Spain.,Nuclear Medicine Department, 16503Hospital Universitario de Getafe, Madrid, Spain
| | - Cristina Cañibano
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
| | - Antonio Ferruelo
- Department of Critical Care, 16503Hospital Universitario de Getafe, Madrid, Spain.,Ciber Enfermedades Respiratorias (CIBER), Getafe Health Research Institute, Madrid, Spain
| | - Jose Luis Fernandez-Casado
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
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19
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Mechanistic Insights into the Oxidized Low-Density Lipoprotein-Induced Atherosclerosis. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2020; 2020:5245308. [PMID: 33014272 PMCID: PMC7512065 DOI: 10.1155/2020/5245308] [Citation(s) in RCA: 218] [Impact Index Per Article: 43.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 08/30/2020] [Accepted: 09/01/2020] [Indexed: 02/07/2023]
Abstract
Dyslipidaemia has a prominent role in the onset of notorious atherosclerosis, a disease of medium to large arteries. Atherosclerosis is the prime root of cardiovascular events contributing to the most considerable number of morbidity and mortality worldwide. Factors like cellular senescence, genetics, clonal haematopoiesis, sedentary lifestyle-induced obesity, or diabetes mellitus upsurge the tendency of atherosclerosis and are foremost pioneers to definitive transience. Accumulation of oxidized low-density lipoproteins (Ox-LDLs) in the tunica intima triggers the onset of this disease. In the later period of progression, the build-up plaques rupture ensuing thrombosis (completely blocking the blood flow), causing myocardial infarction, stroke, and heart attack, all of which are common atherosclerotic cardiovascular events today. The underlying mechanism is very well elucidated in literature but the therapeutic measures remains to be unleashed. Researchers tussle to demonstrate a clear understanding of treating mechanisms. A century of research suggests that lowering LDL, statin-mediated treatment, HDL, and lipid-profile management should be of prime interest to retard atherosclerosis-induced deaths. We shall brief the Ox-LDL-induced atherogenic mechanism and the treating measures in line to impede the development and progression of atherosclerosis.
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20
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Bobetsis YA, Kotsikoris I, Liapis CD, Liasis N, Kakisis J, Kourlaba G, Lazari P, Antonopoulos CN, Deliargyris EN, Madianos PN. Association between periodontal disease and vulnerable plaque morphology in patients undergoing carotid endarterectomy. IJC HEART & VASCULATURE 2020; 30:100601. [PMID: 32802936 PMCID: PMC7419330 DOI: 10.1016/j.ijcha.2020.100601] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 07/20/2020] [Indexed: 01/23/2023]
Abstract
Periodontal disease is associated with echolucent plaques. Periodontal disease is associated with increased macrophages in plaques. Periodontal disease is associated with decreased smooth muscle cells in plaques. Periodontal disease is associated with plaque instability.
Background Periodontal disease (PD) is a chronic inflammatory oral condition with potentially important systemic sequelae. We sought to determine whether the presence of PD in patients with severe carotid disease was associated with morphological features consistent with carotid plaque instability. Methods A total of 52 dentate patients hospitalized for carotid endarterectomy (CEA) had standardized assessments of their periodontal status, including measurements of probing pocket depth (PPD), clinical attachment level (CAL) and bleeding on probing (BoP). Carotid plaque morphology was assessed by ultrasound using the gray scale median (GSM) score and by immunohistochemistry using anti-CD68 and anti-alpha-actin antibodies, markers for macrophages and smooth muscle cells (SMCs) respectively. Results In total 30/52 patients (58%) had PD. Significant associations were noted between low GSM on ultrasound and each mm in PPD (p = 0.001), each mm in CAL (p = 0.002) and with a 10% increase in BoP (p = 0.009). Using the standardized PERIO definition the association remained robust (aOR = 10.4 [95% CI:2.3–46.3], p = .002). Significant associations were also observed with high macrophage accumulation and each individual PD measure (p < 0.01 for PPD, CAL and BoP) and with the PERIO definition (aOR = 15 [95% CI:1.8–127.8], p = .01). Similarly, low SMC density was also significantly associated with individual measures of PD (p < 0.05 for PPD, CAL and BoP), but not with the PERIO definition (aOR 3.4 [95% CI:0.9–12.8], p = .07). Conclusions The presence of PD was significantly associated with both ultrasound and immunohistochemistry features of carotid plaque instability in patients undergoing CEA.
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Affiliation(s)
- Yiorgos A Bobetsis
- Dept of Periodontology, School of Dentistry, National and Kapodistrian University of Athens, Greece
| | | | - Christos D Liapis
- Dept of Vascular Surgery, Medical School, National and Kapodistrian University of Athens, Greece.,Vascular & Endovascular Clinic, Athens Medical Center, Athens, Greece
| | - Nikolaos Liasis
- Dept of Vascular Diagnosis, Euromedic Greece, Athens, Greece
| | - John Kakisis
- Dept of Vascular Surgery, Medical School, National and Kapodistrian University of Athens, Greece
| | - Georgia Kourlaba
- 1 and 2 Dept of Pediatrics, Medical School, National and Kapodistrian University of Athens, Greece
| | - Paraskevi Lazari
- Dept of Pathology, Nikaia General Hospital, Piraeus, Greece.,Dept of Pathology, West Attica General Hospital, Athens, Greece
| | | | | | - Phoebus N Madianos
- Dept of Periodontology, School of Dentistry, National and Kapodistrian University of Athens, Greece
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21
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Ravikanth R. Role of 18F-FDG positron emission tomography in carotid atherosclerotic plaque imaging: A systematic review. World J Nucl Med 2020; 19:327-335. [PMID: 33623500 PMCID: PMC7875029 DOI: 10.4103/wjnm.wjnm_26_20] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Revised: 04/03/2020] [Accepted: 04/14/2020] [Indexed: 12/22/2022] Open
Abstract
Stroke and other thromboembolic events in the brain are often due to carotid artery atherosclerosis, and atherosclerotic plaques with inflammation are considered particularly vulnerable, with an increased risk of becoming symptomatic. Positron emission tomography (PET) with 2-deoxy-2-[Fluorine-18] fluoro-D-glucose (18F-FDG) provides valuable metabolic information regarding arteriosclerotic lesions and may be applied for the detection of vulnerable plaque. At present, however, patients are selected for carotid surgical intervention on the basis of the degree of stenosis alone, and not the vulnerability or inflammation of the lesion. During the past decade, research using PET with the glucose analog tracer 18F-fluor-deoxy-glucose, has been implemented for identifying increased tracer uptake in symptomatic carotid plaques, and tracer uptake has been shown to correlate with plaque inflammation and vulnerability. These findings imply that 18F-FDG PET might hold the promise for a new and better diagnostic test to identify patients eligible for carotid endarterectomy. The rationale for developing diagnostic tests based on molecular imaging with 18F-FDG PET, as well as methods for simple clinical PET approaches, are discussed. This is a systematic review, following Preferred Reporting Items for Systematic Reviews guidelines, which interrogated the PUBMED database from January 2001 to November 2019. The search combined the terms, “atherosclerosis,” “inflammation,” “FDG,” and “plaque imaging.” The search criteria included all types of studies, with a primary outcome of the degree of arterial vascular inflammation determined by 18F-FDG uptake. This review examines the role of 18F-FDG PET imaging in the characterization of atherosclerotic plaques.
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Affiliation(s)
- Reddy Ravikanth
- Department of Radiology, St. John's Hospital, Kattappana, Kerala, India
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Sánchez-Roa PM, Rees JI, Bartley L, Marshall C. Systemic atherosclerotic plaque vulnerability in patients with Coronary Artery Disease with a single Whole Body FDG PET-CT scan. ASIA OCEANIA JOURNAL OF NUCLEAR MEDICINE & BIOLOGY 2020; 8:18-26. [PMID: 32064279 PMCID: PMC6994774 DOI: 10.22038/aojnmb.2019.40696.1273] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 08/14/2019] [Accepted: 08/17/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVES Cardiovascular disease is a leading cause of morbimortality with over half cardiovascular events occurring in the asymptomatic population by traditional risk stratification. This preliminary study aimed to evaluate systemic plaque vulnerability in patients with prior Coronary Artery Disease (CAD) with a single Whole Body [FDG] PET-CT scan in terms of plaque inflammation and calcifications. METHODS Twenty-two patients referred for oncological evaluation and with prior history of advanced CAD or age and gender matched controls without cardiovascular disease, underwent a Whole Body PET-CT scan 90 min after injection of 18F-FDG. A total of 975 transaxial PET images were retrospectively analysed to assess plaque inflammation using a standardized method of analysis with averaged Target-to-Background Ratios (TBRs) at different levels, in the thoracic and abdominal aorta, carotids, LAD, common iliac and femoral arteries, and were correlated with calcium scores from the CT images. RESULTS TBRs from the thoracic aorta were higher in male patients than controls (1.49±0.11, p<0.05) and a gradient was observed (ascending > descending > aortic arch), and were also higher in the carotids in female patients (1.43±0.07) versus controls (p<0.05). A tendency for higher levels of plaque inflammation in the abdominal aorta was noted in all groups, but no significant FDG uptake was found either in the iliac or femoral arteries in any group. Plaque inflammation was also higher in the LAD in males but with large variations. Higher levels of calcifications were noted in the LAD, infra-renal abdominal aorta and common iliac arteries, but without significant correlation with plaque inflammation except sporadic overlapping. CONCLUSION Patients with advanced CAD are at risk for vulnerable inflamed atheromas in other territories such as the thoracic aorta and carotid arteries, underpinning the systemic nature of the atherosclerotic disease. Coexistence with calcifications is rare, suggesting a different functional status of the plaques and different stages of the disease. Evaluation of subclinical systemic plaque vulnerability in CAD with a Whole Body [FDG] PET-CT scan is feasible and a potentially useful biomarker to assess subclinical vascular risk for risk stratification and treatment optimization, but further studies are needed.
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Affiliation(s)
- Patricia M. Sánchez-Roa
- Wales Research and Diagnostic Positron Emission Tomography Imaging Centre (PETIC), University Hospital of Wales, Cardiff University, Cardiff, Wales, UK
- Severnside Alliance for Translational Research, School of Medicine, Cardiff University, Cardiff, Wales, UK
| | - John I. Rees
- Wales Research and Diagnostic Positron Emission Tomography Imaging Centre (PETIC), University Hospital of Wales, Cardiff University, Cardiff, Wales, UK
- Department of Radiology, University Hospital of Wales, Cardiff, Wales, UK
| | - Lee Bartley
- Wales Research and Diagnostic Positron Emission Tomography Imaging Centre (PETIC), University Hospital of Wales, Cardiff University, Cardiff, Wales, UK
- Department of Radiology, University Hospital of Wales, Cardiff, Wales, UK
| | - Christopher Marshall
- Wales Research and Diagnostic Positron Emission Tomography Imaging Centre (PETIC), University Hospital of Wales, Cardiff University, Cardiff, Wales, UK
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Arenillas JF, Dieleman N, Bos D. Intracranial arterial wall imaging: Techniques, clinical applicability, and future perspectives. Int J Stroke 2019; 14:564-573. [DOI: 10.1177/1747493019840942] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Purpose To review the current state of the art and future development of intracranial vessel wall imaging. Methods Recent literature review and expert opinion about intracranial arterial wall imaging. Results Intracranial large artery diseases represent an important cause of stroke and vascular cognitive impairment worldwide. Our traditional understanding of intracranial large artery diseases is based on the observation of luminal narrowing or occlusion with angiographic or ultrasound techniques. Recently, novel imaging techniques have made the intracranial artery wall accessible for noninvasive visualization. The main advantage of vessel-wall imaging as compared to conventional imaging techniques for visualization of intracranial arteries is the ability to detect vessel wall changes even before they get to cause any significant luminal stenosis. This diagnostic capacity is provoking a revolutionary change in the way we see the intracranial circulation. In this article, we will review the current state of magnetic resonance imaging and computed tomography-based intracranial arterial wall imaging, focusing on technical considerations and their clinical applicability. Moreover, we will provide the readers with our vision on the future development of vessel-wall imaging techniques. Conclusion Intracranial arterial wall imaging methods are gaining increasing potential to impact the diagnosis and treatment of patients with cerebrovascular diseases.
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Affiliation(s)
- Juan F Arenillas
- Department of Neurology, University Clinical Hospital of Valladolid, Valladolid, Spain
- Neurovascular Research Laboratory i3, Instituto de Biología y Genética Molecular, Universidad de Valladolid – Consejo Superior de Investigaciones Científicas, Valladolid, Spain
| | - Nikki Dieleman
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Daniel Bos
- Department of Radiology and Nuclear Medicine, Erasmus MC – University Medical Center Rotterdam, the Netherlands
- Department of Epidemiology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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Kopecky C, Pandzic E, Parmar A, Szajer J, Lee V, Dupuy A, Arthur A, Fok S, Whan R, Ryder WJ, Rye KA, Cochran BJ. Translocator protein localises to CD11b + macrophages in atherosclerosis. Atherosclerosis 2019; 284:153-159. [PMID: 30913515 DOI: 10.1016/j.atherosclerosis.2019.03.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 03/12/2019] [Accepted: 03/14/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND AND AIMS Atherosclerosis is characterized by lipid deposition, monocyte infiltration and foam cell formation in the artery wall. Translocator protein (TSPO) is abundantly expressed in lipid rich tissues. Recently, TSPO has been identified as a potential diagnostic tool in cardiovascular disease. The purpose of this study was to determine if the TSPO ligand, 18F-PBR111, can identify early atherosclerotic lesions and if TSPO expression can be used to identify distinct macrophage populations during lesion progression. METHODS ApoE-/- mice were maintained on a high-fat diet for 3 or 12 weeks. C57BL/6J mice maintained on chow diet served as controls. Mice were administered 18F-PBR111 intravenously and PET/CT imaged. After euthanasia, aortas were isolated, fixed and optically cleared. Cleared aortas were immunostained with DAPI, and fluorescently labelled with antibodies to TSPO, the tissue resident macrophage marker F4/80 and the monocyte-derived macrophage marker CD11b. TSPO expression and the macrophage markers were visualised in fatty streaks and established plaques by light sheet microscopy. RESULTS While tissue resident F4/80 + macrophages were evident in the arteries of animals without atherosclerosis, no CD11b + macrophages were observed in these animals. In contrast, established plaques had high CD11b and low F4/80 expression. A ∼3-fold increase in the uptake of 18F-PBR111 was observed in the aortas of atherosclerotic mice relative to controls. CONCLUSIONS Imaging of TSPO expression is a new approach for studying atherosclerotic lesion progression and inflammatory cell infiltration. The TSPO ligand, 18F-PBR111, is a potential clinical diagnostic tool for the detection and quantification of atherosclerotic lesion progression in humans.
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Affiliation(s)
- Chantal Kopecky
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Elvis Pandzic
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney, Australia
| | - Arvind Parmar
- Australian Nuclear Science and Technology Organisation, Sydney, Australia
| | - Jeremy Szajer
- Department of Nuclear Medicine, Concord Repatriation General Hospital, Sydney, Australia
| | - Victoria Lee
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Alexander Dupuy
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Andrew Arthur
- Australian Nuclear Science and Technology Organisation, Sydney, Australia
| | - Sandra Fok
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney, Australia
| | - Renee Whan
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney, Australia
| | - William J Ryder
- Department of Nuclear Medicine, Concord Repatriation General Hospital, Sydney, Australia
| | - Kerry-Anne Rye
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Blake J Cochran
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, Australia.
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25
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Al-Enezi MS, Abdo RA, Mokeddem MY, Slimani FAA, Khalil A, Fulop T, Turcotte E, Bentourkia M. Assessment of artery calcification in atherosclerosis with dynamic 18F-FDG-PET/CT imaging in elderly subjects. Int J Cardiovasc Imaging 2019; 35:947-954. [PMID: 30712152 DOI: 10.1007/s10554-019-01527-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/03/2019] [Indexed: 11/29/2022]
Abstract
Glucose metabolism in atherosclerotic arteries has been shown to be an indicator of inflammation, which might be a precursor of plaque rupture. In this prospective study, we assessed the correlation between artery calcification and glucose metabolism by means of 18F-FDG PET/CT imaging in elderly subjects. Nineteen elderly subjects, with age ranging from 65 to 85 years, underwent CT and dynamic 18F-FDG-PET imaging. The artery calcification was determined with a threshold of 130 Hounsfield units. Intensity of calcification and ratio of calcification area to total artery area were classified in four sequential classes from CT images. The CT artery images were also classified as having single or multi-spot calcifications. Their respective glucose metabolism was assessed with fractional uptake rate (FUR). Factor analysis was used in this study to separate blood images from tissue to extract the blood time activity curves for FUR calculations. The artery images in PET data were corrected for partial volume effect. The total arterial segments analyzed were 1332, with 1085 without calcification (81%), 247 (19%) with calcification, and 94 segments were having multi-spot of calcifications. There was a statistically significant difference in FUR values between non-calcified to calcified segments and between subjects under medication to non-medication when comparing the subjects based on calcification area. No statistically significant differences of FUR were found between single spot as a function of intensity, while in the multi-spots, there was a statistically significant difference for all artery segments. Metabolism activity varies for non-calcified to calcified segments. Based on the metabolic activity represented by FUR, calcifications in multi-spots have different effects than in single spots.
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Affiliation(s)
- Mamdouh S Al-Enezi
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada.,Department of Diagnostic Radiology, Faculty of Applied Medical Science, University of Hail, Hail, Saudi Arabia
| | - Redha-Alla Abdo
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Mohamed Yazid Mokeddem
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Faiçal A A Slimani
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - Abdelouahed Khalil
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, QC, Canada
| | - Tamas Fulop
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, QC, Canada
| | - Eric Turcotte
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada
| | - M'hamed Bentourkia
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health Sciences, University of Sherbrooke, 3001, 12th Avenue North, Sherbrooke, QC, J1H 5N4, Canada.
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Kim SR, Lerman LO. Diagnostic imaging in the management of patients with metabolic syndrome. Transl Res 2018; 194:1-18. [PMID: 29175480 PMCID: PMC5839955 DOI: 10.1016/j.trsl.2017.10.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Revised: 10/18/2017] [Accepted: 10/26/2017] [Indexed: 02/07/2023]
Abstract
Metabolic syndrome (MetS) is the constellation of metabolic risk factors that might foster development of type 2 diabetes and cardiovascular disease. Abdominal obesity and insulin resistance play a prominent role among all metabolic traits of MetS. Because intervention including weight loss can reduce these morbidity and mortality in MetS, early detection of the severity and complications of MetS could be useful. Recent advances in imaging modalities have provided significant insight into the development and progression of abdominal obesity and insulin resistance, as well as target organ injuries. The purpose of this review is to summarize advances in diagnostic imaging modalities in MetS that can be applied for evaluating each components and target organs. This may help in early detection, monitoring target organ injury, and in turn developing novel therapeutic target to alleviate and avert them.
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Affiliation(s)
- Seo Rin Kim
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minn
| | - Lilach O Lerman
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minn.
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27
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Takai H, Uemura J, Yagita Y, Ogawa Y, Kinoshita K, Hirai S, Ishihara M, Hara K, Toi H, Matsubara S, Nishimura H, Uno M. Plaque Characteristics of Patients with Symptomatic Mild Carotid Artery Stenosis. J Stroke Cerebrovasc Dis 2018; 27:1930-1936. [PMID: 29571763 DOI: 10.1016/j.jstrokecerebrovasdis.2018.02.032] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Revised: 01/22/2018] [Accepted: 02/17/2018] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Carotid revascularization may be considered for severe stenosis, but its use for symptomatic mild stenosis (<50%) with vulnerable plaque or ulcer remains uncertain. The characteristics of patients with symptomatic mild stenosis who underwent revascularization are reviewed. METHODS The subjects of this study were 18 patients with symptomatic mild stenosis (<50%) on angiography from among 175 patients who underwent revascularization in our department. The plaques were evaluated by black-blood magnetic resonance imaging (BB-MRI) and ultrasonography (US) and classified into 2 types: type 1 (n = 15), a lesion with an ulcer or mobile plaque or thrombosis on angiography or US; and type 2 (n = 3), a lesion without any of the above. Fourteen patients underwent carotid endarterectomy (CEA), and 4 patients underwent carotid artery stenting. RESULTS The stenosis on angiography was 27.2% ± 10.7 (5%-41%), and the area carotid artery stenosis rate on US was 69.8 ± 14.5% (44.5%-97%). The stenosis rate of these 2 methods was not at all correlated. In type 1 plaque that underwent CEA, 10 of 11 patients had vulnerable plaque by histopathology, and 1 patient had thrombus on the plaque by operative findings. In type 2 plaque that underwent CEA, all patients had vulnerable plaque by histopathology. During the follow-up period, none of the patients had restenosis or stroke. CONCLUSIONS The findings of US and BB-MRI in patients with symptomatic mild stenosis (<50%) on angiography are important for determining treatment. If BB-MRI or US shows the findings of vulnerable plaque in mild stenosis, surgical treatment may be considered for these patients.
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Affiliation(s)
- Hiroki Takai
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan.
| | - Juniti Uemura
- Departments of Stroke Medicine, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Yoshiki Yagita
- Departments of Stroke Medicine, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Yukari Ogawa
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Keita Kinoshita
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Satoshi Hirai
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Manabu Ishihara
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Keijirou Hara
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Hiroyuki Toi
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Shunji Matsubara
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Hirotake Nishimura
- Departments of Pathology, Kawasaki Medical School, Kurashiki, Okayama, Japan
| | - Masaaki Uno
- Departments of Neurosurgery, Kawasaki Medical School, Kurashiki, Okayama, Japan
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28
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Giannotti N, O’Connell MJ, Foley SJ, Kelly PJ, McNulty JP. Carotid atherosclerotic plaques standardised uptake values: software challenges and reproducibility. EJNMMI Res 2017; 7:39. [PMID: 28455733 PMCID: PMC5409907 DOI: 10.1186/s13550-017-0285-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 04/13/2017] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Positron emission tomography-computed tomography (PET-CT) carotid standardised uptake values (SUV) of 18F-fluorodeoxyglucose (18FDG) have been proposed as an inflammatory biomarker for determining cerebrovascular diseases such as stroke. Consideration of varying methodological approaches and software packages is critical to the calculation of accurate SUVs in cross-sectional and longitudinal patient studies. The aim of this study was to investigate whether or not carotid atherosclerotic plaque SUVs are consistent and reproducible between software packages. 18FDG-PET SUVs of carotids were taken in 101 patients using two different software packages. Quality assurance checks were performed to standardise techniques before commencing the analysis where data from five to seven anatomical sites were measured. A total of ten regions of interest were drawn on each site analysed. Statistical analyses were then performed to compare SUV measurements from the two software packages and to explore reproducibility of measurements. Lastly, the time taken to complete each analysis was measured and compared. RESULTS Statistically significant differences in SUV measurements, between the two software packages, ranging from 9 to 21.8% were found depending on ROI location. In 79% (n = 23) of the ROI locations, the differences between the SUV measurements from each software package were found to be statistically significant. The time taken to perform the analyses and export data from the software packages also varied considerably. CONCLUSIONS This study highlights the importance of standardising all aspects of methodological approaches to ensure accuracy and reproducibility. Physicians must be aware that when a PET-CT data set is analysed, subsequent follow-ups must be verified, if possible, with the same software package or cross-calibration between packages should be performed.
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Affiliation(s)
- Nicola Giannotti
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland
| | - Martin J. O’Connell
- Department of Radiology, Mater Misericordiae University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Shane J. Foley
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland
| | - Peter J. Kelly
- School of Medicine, University College Dublin, Dublin, Ireland
- Neurovascular Clinical Science Unit, Stroke Service and Department of Neurology, Mater University Hospital, Dublin, Ireland
| | - Jonathan P. McNulty
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland
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29
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Chien C, Chang FC, Huang HC, Tsai JY, Chung CP. Characteristics and Outcomes of Vertebrobasilar Artery Dissection with Accompanied Atherosclerosis. Cerebrovasc Dis Extra 2017; 7:165-172. [PMID: 29040971 PMCID: PMC5731180 DOI: 10.1159/000480523] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Accepted: 08/18/2017] [Indexed: 12/21/2022] Open
Abstract
Background With the popularity of MRI use, vertebrobasilar artery dissection (VBD) has been found more frequently in patients with posterior circulation ischemic stroke (PCS). The relationship between VBD and atherosclerosis is unknown. The present study aimed to prove the hypothesis that PCS with pure VBD (p-VBD) and with VBD and accompanied cervical or cerebral artery atherosclerosis (a-VBD) have distinct manifestations. Methods Patients with VBD-related PCS who were prospectively enrolled in the Taipei Veterans General Hospital Stroke Registry between January 1, 2010 and August 31, 2014 were recruited for the present study. Patients who had (1) atherosclerotic plaques with or without stenotic flow in cervical arteries on Duplex ultrasonography or (2) focal >30% stenosis in cerebral arteries other than the dissecting region (usually in arterial bifurcations which are prone to atheroma formation) on brain MRA were defined as a-VBD. Results There were 91 patients (67 [73.6%] males, mean age 65.5 years [SD = 15.2, range, 21–91]) with VBD-related PCS recruited for the present study; 31 were a-VBD and 60 were p-VBD. The results showed that there were significant differences in onset age, frequency of cigarette smoking, dissecting vascular involvement, and infarct locations between the 2 groups. In addition, compared with p-VBD, the a-VBD group had poorer functional recovery at 3 months and 1 year, respectively, which was independent of age, sex, vascular risk factors, stroke severity at admission, and treatment options. Conclusion VBD-related PCS with and without accompanied atherosclerosis had different manifestations and should be regarded as distinct arterial diseases.
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Affiliation(s)
- Chun Chien
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan.,National Yang Ming University, Taipei, Taiwan
| | - Feng-Chi Chang
- National Yang Ming University, Taipei, Taiwan.,Department of Radiology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hui-Chi Huang
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Jui-Yao Tsai
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chih-Ping Chung
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan.,National Yang Ming University, Taipei, Taiwan
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30
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Coolen BF, Calcagno C, van Ooij P, Fayad ZA, Strijkers GJ, Nederveen AJ. Vessel wall characterization using quantitative MRI: what's in a number? MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2017; 31:201-222. [PMID: 28808823 PMCID: PMC5813061 DOI: 10.1007/s10334-017-0644-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 07/04/2017] [Accepted: 07/18/2017] [Indexed: 12/15/2022]
Abstract
The past decade has witnessed the rapid development of new MRI technology for vessel wall imaging. Today, with advances in MRI hardware and pulse sequences, quantitative MRI of the vessel wall represents a real alternative to conventional qualitative imaging, which is hindered by significant intra- and inter-observer variability. Quantitative MRI can measure several important morphological and functional characteristics of the vessel wall. This review provides a detailed introduction to novel quantitative MRI methods for measuring vessel wall dimensions, plaque composition and permeability, endothelial shear stress and wall stiffness. Together, these methods show the versatility of non-invasive quantitative MRI for probing vascular disease at several stages. These quantitative MRI biomarkers can play an important role in the context of both treatment response monitoring and risk prediction. Given the rapid developments in scan acceleration techniques and novel image reconstruction, we foresee the possibility of integrating the acquisition of multiple quantitative vessel wall parameters within a single scan session.
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Affiliation(s)
- Bram F Coolen
- Department of Biomedical Engineering and Physics, Academic Medical Center, PO BOX 22660, 1100 DD, Amsterdam, The Netherlands. .,Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands.
| | - Claudia Calcagno
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Pim van Ooij
- Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands
| | - Zahi A Fayad
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Gustav J Strijkers
- Department of Biomedical Engineering and Physics, Academic Medical Center, PO BOX 22660, 1100 DD, Amsterdam, The Netherlands
| | - Aart J Nederveen
- Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands
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31
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Mujaj B, Lorza AMA, van Engelen A, de Bruijne M, Franco OH, van der Lugt A, Vernooij MW, Bos D. Comparison of CT and CMR for detection and quantification of carotid artery calcification: the Rotterdam Study. J Cardiovasc Magn Reson 2017; 19:28. [PMID: 28260526 PMCID: PMC5338077 DOI: 10.1186/s12968-017-0340-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2017] [Accepted: 02/10/2017] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Carotid artery atherosclerosis is an important risk factor for stroke. As such, quantitative imaging of carotid artery calcification, as a proxy of atherosclerosis, has become a cornerstone of current stroke research. Yet, population-based data comparing the computed tomography (CT) and cardiovascular magnetic resonance (CMR) for the detection and quantification of calcification remain scarce. METHODS A total of 684 participants from the population-based Rotterdam Study underwent both a CT and CMR of the carotid artery bifurcation to quantify the amount of carotid artery calcification (mean interscan interval: 4.9 ± 1.2 years). We investigated the correlation between the amount of calcification measured on CT and CMR using Spearman's correlation coefficient, Bland-Altman plots, and linear regression. In addition, using logistic regression modeling, we assessed the association of CT and CMR based calcification volumes with a history of stroke. RESULTS We found a strong correlation between CT and CMR based calcification volumes (Spearman's correlation coefficient:0.86, p-value ≤0.01). Bland-Altman analyses showed a good agreement, though CT based calcification volumes were systematically larger. Finally, calcification volume assessed with either imaging modality was associated with a history of stroke with similar effect estimates (odds ratio (OR) per 1-SD increase in calcification volume: 1.52 (95% CI:1.00;2.30) for CT, and 1.47 (95% CI:1.01;2.14) for CMR. CONCLUSION CT based and CMR based volumes of carotid artery calcification are highly correlated, but CMR based calcification is systematically smaller than those obtained with CT. Despite this difference, both provide comparable information with regard to a history of stroke.
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Affiliation(s)
- Blerim Mujaj
- Department of Epidemiology, Erasmus MC, University Medical Center, Office Na 2824k, PO Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Andrés M. Arias Lorza
- Biomedical Imaging Group Rotterdam, Departments of Medical Informatics, Radiology, and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Arna van Engelen
- Biomedical Imaging Group Rotterdam, Departments of Medical Informatics, Radiology, and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Marleen de Bruijne
- Biomedical Imaging Group Rotterdam, Departments of Medical Informatics, Radiology, and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Computer Science, University of Copenhagen, Copenhagen, Denmark
| | - Oscar H. Franco
- Department of Epidemiology, Erasmus MC, University Medical Center, Office Na 2824k, PO Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Meike W. Vernooij
- Department of Epidemiology, Erasmus MC, University Medical Center, Office Na 2824k, PO Box 2040, 3000 CA Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Daniel Bos
- Department of Epidemiology, Erasmus MC, University Medical Center, Office Na 2824k, PO Box 2040, 3000 CA Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Clinical Epidemiology, Harvard TH Chan School of Public Health, Boston, USA
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Benedek T, Mester A, Benedek A, Rat N, Opincariu D, Chițu M. Assessment of Coronary Plaque Vulnerability in Acute Coronary Syndromes using Optical Coherence Tomography and Intravascular Ultrasound. A Systematic Review. JOURNAL OF CARDIOVASCULAR EMERGENCIES 2016. [DOI: 10.1515/jce-2016-0028] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Abstract
The aim of this systematic review was to analyze studies characterizing vulnerable coronary plaques using optical coherence tomography (OCT) and intravascular ultrasound (IVUS), in order to identify the most efficient invasive technique permitting plaque characterization in patients with acute myocardial infarction.
Method: A total number of 432 studies were identified, 420 through database searching and 12 through manual searching. Eight duplicate studies were removed, leaving a total number of 424 studies to be screened. Twenty-six studies only available in Abstract-only form were excluded, resulting in 398 studies checked for eligibility. Eleven studies fulfilled the eligibility criteria and were included in this systematic analysis. Plaque vulnerability was investigated in plaques with thin cap fibroatheroma (TCFA) versus those with thick cap fibroatheroma, in ruptured coronary plaques versus non-ruptured coronary plaques, in culprit versus non-culprit lesions and in lipid-rich versus non-lipid-rich plaques.
Results: A total of 1,568 coronary plaques in 1,225 patients with acute coronary syndromes (ACS) who underwent both IVUS and OCT for analysis of plaque features were included in the final analysis. The review identified the following IVUS-derived features as significantly correlated with plaque vulnerability: plaque burden (p <0.001), remodeling index (p <0.001), external elastic membrane cross-sectional area (p <0.001), and the amount of necrotic core (p <0.001), while OCT-derived features characterizing unstable plaque were TCFA (p <0.001), lipid arch (p <0.001), accumulation of macrophages (p = 0.03), and presence of intracoronary thrombus (p <0.001).
Conclusion: Both IVUS and OCT are invasive imaging techniques able to provide relevant information on the vulnerability of coronary atheromatous plaques, identifying, as they do, various plaque features significantly associated with unstable plaques. Information provided by the two techniques is complementary, and both methods can serve as a useful clinical diagnostic tool, especially in cases of ACS patients undergoing a revascularization procedure.
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Affiliation(s)
- Theodora Benedek
- Department of Cardiology, University of Medicine and Pharmacy, Tîrgu Mureş, Romania
| | - András Mester
- Department of Cardiology, University of Medicine and Pharmacy, Tîrgu Mureş, Romania
| | - Annabell Benedek
- Department of Cardiology, University of Medicine and Pharmacy, Tîrgu Mureş, Romania
| | - Nora Rat
- Department of Cardiology, University of Medicine and Pharmacy, Tîrgu Mureş, Romania
| | - Diana Opincariu
- Department of Cardiology, University of Medicine and Pharmacy, Tîrgu Mureş, Romania
| | - Monica Chițu
- Department of Cardiology, University of Medicine and Pharmacy, Tîrgu Mureş, Romania
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Lawal I, Sathekge M. F-18 FDG PET/CT imaging of cardiac and vascular inflammation and infection. Br Med Bull 2016; 120:55-74. [PMID: 27613996 DOI: 10.1093/bmb/ldw035] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/28/2016] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Inflammation forms an important core of the aetiopathogenic process involved in many diseases affecting the heart and the blood vessels. These diseases include infections as well as inflammatory non-infectious cardiovascular conditions. The common feature of this is invasion of the heart or blood vessel by inflammatory cells. F-18 2-fluoro 2-deoxy-D glucose (FDG) is an analogue of glucose and like glucose it is taken up by activated inflammatory cells that accumulate at the site of infection. This has formed the basis of the use of F-18 FDG PET/CT in the non-invasive evaluation of human inflammatory diseases. SOURCES OF DATA This review is based on the published academic articles as well as our clinical experience. AREAS OF AGREEMENT F-18 FDG PET/CT is a useful imaging modality in the evaluation of cardiovascular inflammatory disorders. Accumulation and distribution of F-18 FDG at the site of inflammation/infection corresponds to severity of the inflammation/infection and extent of involvement. AREAS OF CONTROVERSY Most studies evaluating utility of F-18 FDG PET/CT in imaging cardiovascular inflammation are small observational studies hence are potentially prone to bias. GROWING POINTS Being a hybrid metabolic and morphologic imaging technique, F-18 FDG PET/CT offers combined advantage of complementary anatomic and metabolic information in disease process. This makes it a useful modality in the diagnosis, determination of extent of disease, prognostication as well as treatment monitoring. AREAS TIMELY FOR DEVELOPING RESEARCH Larger prospective studies are needed to validate the superiority of F-18 FDG PET/CT imaging over conventional anatomic imaging modalities.
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Affiliation(s)
- Ismaheel Lawal
- Department of Nuclear Medicine, Steve Biko Academic Hospital, University of Pretoria, Private Bag X169, Pretoria 0001, South Africa
| | - Mike Sathekge
- Department of Nuclear Medicine, Steve Biko Academic Hospital, University of Pretoria, Private Bag X169, Pretoria 0001, South Africa
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Sun X, Li W, Zhang X, Qi M, Zhang Z, Zhang XE, Cui Z. In Vivo Targeting and Imaging of Atherosclerosis Using Multifunctional Virus-Like Particles of Simian Virus 40. NANO LETTERS 2016; 16:6164-6171. [PMID: 27622963 DOI: 10.1021/acs.nanolett.6b02386] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Atherosclerosis is a leading cause of death globally. Targeted imaging and therapeutics are desirable for the detection and treatment of the disease. In this study, we developed trifunctional Simian virus 40 (SV40)-based nanoparticles for in vivo targeting and imaging of atherosclerotic plaques. These novel trifunctional SV40-based nanoparticles encapsulate near-infrared quantum dots and bear a targeting element and a drug component. Using trifunctional SV40-based nanoparticles, we were able to noninvasively fluorescently image atherosclerotic plaques in live intact ApoE(-/-) mice. Near-infrared quantum dots encapsulated in the SV40 virus-like particles showed prominent optical properties for in vivo imaging. When different targeting peptides for vascular cell adhesion molecule-1, macrophages, and fibrin were used, early, developmental, and late stages of atherosclerosis could be targeted and imaged in live intact ApoE(-/-) mice, respectively. Targeted SV40 virus-like particles also delivered an increased concentration of the anticoagulant drug Hirulog to atherosclerosis plaques. Our study provides novel SV40-based nanoparticles with multivalency and multifunctionality suitable for in vivo imaging, molecular targeting, and drug delivery in atherosclerosis.
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Affiliation(s)
- Xianxun Sun
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences , Wuhan 430071, China
- Graduate University of Chinese Academy of Sciences , Beijing 100049, China
- College of Life Science, Jiang Han University , Wuhan 430056, China
| | - Wei Li
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences , Wuhan 430071, China
| | - Xiaowei Zhang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences , Wuhan 430071, China
| | - Mi Qi
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences , Wuhan 430071, China
- Graduate University of Chinese Academy of Sciences , Beijing 100049, China
| | - Zhiping Zhang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences , Wuhan 430071, China
| | - Xian-En Zhang
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences , Beijing 100101, China
| | - Zongqiang Cui
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences , Wuhan 430071, China
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Longitudinal imaging of the ageing mouse. Mech Ageing Dev 2016; 160:93-116. [PMID: 27530773 DOI: 10.1016/j.mad.2016.08.001] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 07/30/2016] [Accepted: 08/04/2016] [Indexed: 12/13/2022]
Abstract
Several non-invasive imaging techniques are used to investigate the effect of pathologies and treatments over time in mouse models. Each preclinical in vivo technique provides longitudinal and quantitative measurements of changes in tissues and organs, which are fundamental for the evaluation of alterations in phenotype due to pathologies, interventions and treatments. However, it is still unclear how these imaging modalities can be used to study ageing with mice models. Almost all age related pathologies in mice such as osteoporosis, arthritis, diabetes, cancer, thrombi, dementia, to name a few, can be imaged in vivo by at least one longitudinal imaging modality. These measurements are the basis for quantification of treatment effects in the development phase of a novel treatment prior to its clinical testing. Furthermore, the non-invasive nature of such investigations allows the assessment of different tissue and organ phenotypes in the same animal and over time, providing the opportunity to study the dysfunction of multiple tissues associated with the ageing process. This review paper aims to provide an overview of the applications of the most commonly used in vivo imaging modalities used in mouse studies: micro-computed-tomography, preclinical magnetic-resonance-imaging, preclinical positron-emission-tomography, preclinical single photon emission computed tomography, ultrasound, intravital microscopy, and whole body optical imaging.
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Taruttis A, Timmermans AC, Wouters PC, Kacprowicz M, van Dam GM, Ntziachristos V. Optoacoustic Imaging of Human Vasculature: Feasibility by Using a Handheld Probe. Radiology 2016; 281:256-63. [PMID: 27379543 DOI: 10.1148/radiol.2016152160] [Citation(s) in RCA: 92] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Purpose To investigate whether multispectral optoacoustic tomography (MSOT) developed for deep-tissue imaging in humans could enable the clinical assessment of major blood vessels and microvasculature. Materials and Methods The study was approved by the Institutional Review Board of the University Medical Center Groningen (CCMO-NL-43587) and registered in the Dutch National Trial Registry (NTR4125). The authors designed a real-time handheld optoacoustic scanner for human use, based on a concave 8-MHz transducer array, attaining 135° angular coverage. They applied a single-pulse-frame (SPF) sequence, which enabled motion insensitive optoacoustic imaging during handheld operation. SPF optoacoustic imaging was applied to imaging arteries and microvascular landmarks in the lower extremities of 10 healthy volunteers. The diameters selected microvessels were determined by measuring the full width at half maximum through the vessels in the MSOT images. Duplex ultrasonography was performed on the same landmarks in seven of the 10 volunteers for subjective comparison to the corresponding optoacoustic images. Results Optoacoustic imaging resolved blood vessels as small as 100 µm in diameter and within 1 cm depth. Additionally, MSOT provided images reflecting hemoglobin oxygen saturation in blood vessels, clearly identifying arteries and veins, and was able to identify pulsation in arteries during imaging. Larger blood vessels, specifically the tibialis posterior and the dorsalis pedis arteries, were also visualized with MSOT. Conclusion Handheld MSOT was found to be capable of clinical vascular imaging, providing visualization of major blood vessels and microvasculature and providing images of hemoglobin oxygen saturation and pulsation. (©) RSNA, 2016.
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Affiliation(s)
- Adrian Taruttis
- From the Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands (A.T., A.C.T., P.C.W., G.M.v.D.); iThera Medical GmbH, Munich, Germany (M.K.); Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany (V.N.); and Department of Biological Imaging, Technische Universität München, Ismaninger Str 22, Munich, Germany (V.N.)
| | - Arwin C Timmermans
- From the Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands (A.T., A.C.T., P.C.W., G.M.v.D.); iThera Medical GmbH, Munich, Germany (M.K.); Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany (V.N.); and Department of Biological Imaging, Technische Universität München, Ismaninger Str 22, Munich, Germany (V.N.)
| | - Philip C Wouters
- From the Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands (A.T., A.C.T., P.C.W., G.M.v.D.); iThera Medical GmbH, Munich, Germany (M.K.); Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany (V.N.); and Department of Biological Imaging, Technische Universität München, Ismaninger Str 22, Munich, Germany (V.N.)
| | - Marcin Kacprowicz
- From the Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands (A.T., A.C.T., P.C.W., G.M.v.D.); iThera Medical GmbH, Munich, Germany (M.K.); Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany (V.N.); and Department of Biological Imaging, Technische Universität München, Ismaninger Str 22, Munich, Germany (V.N.)
| | - Gooitzen M van Dam
- From the Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands (A.T., A.C.T., P.C.W., G.M.v.D.); iThera Medical GmbH, Munich, Germany (M.K.); Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany (V.N.); and Department of Biological Imaging, Technische Universität München, Ismaninger Str 22, Munich, Germany (V.N.)
| | - Vasilis Ntziachristos
- From the Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands (A.T., A.C.T., P.C.W., G.M.v.D.); iThera Medical GmbH, Munich, Germany (M.K.); Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany (V.N.); and Department of Biological Imaging, Technische Universität München, Ismaninger Str 22, Munich, Germany (V.N.)
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Setiawati R, Di Chio F, Rahardjo P, Nasuto M, Dimpudus FJ, Guglielmi G. Quantitative Assessment of Abdominal Aortic Calcifications Using Lateral Lumbar Radiograph, Dual-Energy X-ray Absorptiometry, and Quantitative Computed Tomography of the Spine. J Clin Densitom 2016; 19:242-9. [PMID: 25708122 DOI: 10.1016/j.jocd.2015.01.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 01/20/2015] [Indexed: 10/24/2022]
Abstract
Abdominal aortic calcifications (AACs) represent an independent determinant of cardiovascular events and are strongly associated with cardiovascular disease. To our knowledge, a comparison between lateral lumbar radiography, lateral spine dual-energy x-ray absorptiometry (DXA), and quantitative computed tomography (QCT) in the assessment of AAC has not been performed. Our objective was to compare those methods in the detection and quantification of AAC using a simplified 8-point score system (AAC-8). Three hundred twenty-three postmenopausal women underwent lateral lumbar radiography, lateral spine DXA, and QCT for osteoporosis screening and were scored for AAC using the AAC-8. Lateral lumbar radiographs, lateral spine DXA, and QCT detected AAC in 58%, 55%, and 60% of the subjects, respectively. The nonparametric intraclass correlation coefficient between lateral lumbar radiograph and lateral spine DXA and lateral lumbar radiograph and QCT were 0.699 (95% confidence interval [CI]: 0.638-0.752) and 0.829 (95% CI: 0.783-0.865). Area under operating curve (receiver operating characteristic [ROC]) for lateral spine DXA was 0.826 (95% CI: 0.764-0.888), whereas for QCT was 0.948 (95% CI: 0.922-0.974) considering lateral lumbar radiograph as gold standard. AAC has been shown to be a significant predictive marker of overall cardiovascular disease. DXA may be a screening tool among asymptomatic patients with low radiation exposure to identify an important cardiovascular disease risk factor. QCT represents a reliable technique that may be applied as a future standard to facilitate the detection of abdominal aortic calcification as well as to provide more accurate measurement of bone densitometry.
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Affiliation(s)
- Rosy Setiawati
- Musculoskeletal Division, Department of Radiodiagnostic, Faculty of Medicine, Airlangga University, Surabaya, Indonesia; Department of Radiology, Premier Surabaya Hospital-Ramsay Health Care, Surabaya, Indonesia
| | | | - Paulus Rahardjo
- Musculoskeletal Division, Department of Radiodiagnostic, Faculty of Medicine, Airlangga University, Surabaya, Indonesia
| | | | - Franky J Dimpudus
- Department of Radiology, Premier Surabaya Hospital-Ramsay Health Care, Surabaya, Indonesia
| | - Giuseppe Guglielmi
- Department of Radiology, University of Foggia, Foggia, Italy; Department of Radiology, Scientific Institute Hospital "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Italy.
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Population imaging in neuroepidemiology. Neuroepidemiology 2016. [DOI: 10.1016/b978-0-12-802973-2.00005-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] Open
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40
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Ehlgen A, Bylock A, Kreuzer J, Koslowski M, Gantner F, Niessen HG. Clinical imaging in anti-atherosclerosis drug development. Drug Discov Today 2015; 20:1317-27. [DOI: 10.1016/j.drudis.2015.06.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Revised: 06/08/2015] [Accepted: 06/24/2015] [Indexed: 12/21/2022]
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Santos A, Fernández-Friera L, Villalba M, López-Melgar B, España S, Mateo J, Mota RA, Jiménez-Borreguero J, Ruiz-Cabello J. Cardiovascular imaging: what have we learned from animal models? Front Pharmacol 2015; 6:227. [PMID: 26539113 PMCID: PMC4612690 DOI: 10.3389/fphar.2015.00227] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 09/22/2015] [Indexed: 12/17/2022] Open
Abstract
Cardiovascular imaging has become an indispensable tool for patient diagnosis and follow up. Probably the wide clinical applications of imaging are due to the possibility of a detailed and high quality description and quantification of cardiovascular system structure and function. Also phenomena that involve complex physiological mechanisms and biochemical pathways, such as inflammation and ischemia, can be visualized in a non-destructive way. The widespread use and evolution of imaging would not have been possible without animal studies. Animal models have allowed for instance, (i) the technical development of different imaging tools, (ii) to test hypothesis generated from human studies and finally, (iii) to evaluate the translational relevance assessment of in vitro and ex-vivo results. In this review, we will critically describe the contribution of animal models to the use of biomedical imaging in cardiovascular medicine. We will discuss the characteristics of the most frequent models used in/for imaging studies. We will cover the major findings of animal studies focused in the cardiovascular use of the repeatedly used imaging techniques in clinical practice and experimental studies. We will also describe the physiological findings and/or learning processes for imaging applications coming from models of the most common cardiovascular diseases. In these diseases, imaging research using animals has allowed the study of aspects such as: ventricular size, shape, global function, and wall thickening, local myocardial function, myocardial perfusion, metabolism and energetic assessment, infarct quantification, vascular lesion characterization, myocardial fiber structure, and myocardial calcium uptake. Finally we will discuss the limitations and future of imaging research with animal models.
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Affiliation(s)
- Arnoldo Santos
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; CIBER de Enfermedades Respiratorias (CIBERES) Madrid, Spain ; Madrid-MIT M+Visión Consortium Madrid, Spain ; Department of Anesthesia, Massachusetts General Hospital, Harvard Medical School Boston, MA, USA
| | - Leticia Fernández-Friera
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; Hospital Universitario HM Monteprincipe Madrid, Spain
| | - María Villalba
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain
| | - Beatriz López-Melgar
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; Hospital Universitario HM Monteprincipe Madrid, Spain
| | - Samuel España
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; CIBER de Enfermedades Respiratorias (CIBERES) Madrid, Spain ; Madrid-MIT M+Visión Consortium Madrid, Spain
| | - Jesús Mateo
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; CIBER de Enfermedades Respiratorias (CIBERES) Madrid, Spain
| | - Ruben A Mota
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; Charles River Barcelona, Spain
| | - Jesús Jiménez-Borreguero
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; Cardiac Imaging Department, Hospital de La Princesa Madrid, Spain
| | - Jesús Ruiz-Cabello
- Centro Nacional de Investigaciones Cardiovasculares Carlos III Madrid, Spain ; CIBER de Enfermedades Respiratorias (CIBERES) Madrid, Spain ; Universidad Complutense de Madrid Madrid, Spain
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Page MJ, Lourenço AL, David T, LeBeau AM, Cattaruzza F, Castro HC, VanBrocklin HF, Coughlin SR, Craik CS. Non-invasive imaging and cellular tracking of pulmonary emboli by near-infrared fluorescence and positron-emission tomography. Nat Commun 2015; 6:8448. [PMID: 26423607 PMCID: PMC4593073 DOI: 10.1038/ncomms9448] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Accepted: 08/21/2015] [Indexed: 12/22/2022] Open
Abstract
Functional imaging of proteolytic activity is an emerging strategy to quantify disease and response to therapy at the molecular level. We present a new peptide-based imaging probe technology that advances these goals by exploiting enzymatic activity to deposit probes labelled with near-infrared (NIR) fluorophores or radioisotopes in cell membranes of disease-associated proteolysis. This strategy allows for non-invasive detection of protease activity in vivo and ex vivo by tracking deposited probes in tissues. We demonstrate non-invasive detection of thrombin generation in a murine model of pulmonary embolism using our protease-activated peptide probes in microscopic clots within the lungs with NIR fluorescence optical imaging and positron-emission tomography. Thrombin activity is imaged deep in tissue and tracked predominantly to platelets within the lumen of blood vessels. The modular design of our probes allows for facile investigation of other proteases, and their contributions to disease by tailoring the protease activation and cell-binding elements. Functional imaging of proteolytic activity is an emerging strategy to guide patient diagnosis and monitor clinical outcome. Here the authors present a peptide-based probe to detect and localize thrombin activity ex vivo and non-invasively in mouse models of wounding and pulmonary thrombosis.
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Affiliation(s)
- Michael J Page
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158-2517, USA
| | - André L Lourenço
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158-2517, USA.,CAPES Foundation, Ministry of Education of Brazil, Brasília DF 70040-020, Brazil.,LABiEMol, Postgraduate Program in Pathology, Universidade Federal Fluminense, Niterói, Rio de Janeiro RJ 23230-060, Brazil
| | - Tovo David
- Cardiovascular Research Institute, University of California, San Francisco, California 94158-9001, USA
| | - Aaron M LeBeau
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158-2517, USA
| | - Fiore Cattaruzza
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158-2517, USA
| | - Helena C Castro
- LABiEMol, Postgraduate Program in Pathology, Universidade Federal Fluminense, Niterói, Rio de Janeiro RJ 23230-060, Brazil
| | - Henry F VanBrocklin
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California 94107, USA
| | - Shaun R Coughlin
- Cardiovascular Research Institute, University of California, San Francisco, California 94158-9001, USA
| | - Charles S Craik
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158-2517, USA
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Yu M, Jie X, Xu L, Chen C, Shen W, Cao Y, Lian G, Qi R. Recent Advances in Dendrimer Research for Cardiovascular Diseases. Biomacromolecules 2015; 16:2588-98. [DOI: 10.1021/acs.biomac.5b00979] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Maomao Yu
- Peking
University Institute of Cardiovascular Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Xu Jie
- School
of Pharmacy, Shihezi University, Shihezi 832000, China
| | - Lu Xu
- Peking
University Institute of Cardiovascular Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Cong Chen
- Peking
University Institute of Cardiovascular Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Wanli Shen
- School
of Pharmacy, Shihezi University, Shihezi 832000, China
| | - Yini Cao
- Peking
University Institute of Cardiovascular Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Guan Lian
- School
of Pharmacy, Shihezi University, Shihezi 832000, China
| | - Rong Qi
- Peking
University Institute of Cardiovascular Sciences, Peking University Health Science Center, Beijing 100191, China
- School
of Pharmacy, Shihezi University, Shihezi 832000, China
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44
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Evaluation of the stability of carotid atherosclerotic plaque with contrast-enhanced ultrasound. J Med Ultrason (2001) 2015; 43:71-6. [DOI: 10.1007/s10396-015-0647-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Accepted: 06/09/2015] [Indexed: 10/23/2022]
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Sun Yoo J, Lee J, Ho Jung J, Seok Moon B, Kim S, Chul Lee B, Eun Kim S. SPECT/CT Imaging of High-Risk Atherosclerotic Plaques using Integrin-Binding RGD Dimer Peptides. Sci Rep 2015; 5:11752. [PMID: 26123253 PMCID: PMC4485237 DOI: 10.1038/srep11752] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2015] [Accepted: 06/01/2015] [Indexed: 01/03/2023] Open
Abstract
Vulnerable atherosclerotic plaques with unique biological signatures are responsible for most major cardiovascular events including acute myocardial infarction and stroke. However, current clinical diagnostic approaches for atherosclerosis focus on anatomical measurements such as the degree of luminal stenosis and wall thickness. An abundance of neovessels with elevated expression of integrin αvβ3 is closely associated with an increased risk of plaque rupture. Herein we evaluated the potential of an αvβ3 integrin-targeting radiotracer, (99m)Tc-IDA-D-[c(RGDfK)]2, for SPECT/CT imaging of high-risk plaque in murine atherosclerosis models. In vivo uptake of (99m)Tc-IDA-D-[c(RGDfK)]2 was significantly higher in atherosclerotic aortas than in relatively normal aortas. Comparison with the negative-control peptide, (99m)Tc-IDA-D-[c(RADfK)]2, proved specific binding of (99m)Tc-IDA-D-[c(RGDfK)]2 for plaque lesions in in vivo SPECT/CT and ex vivo autoradiographic imaging. Histopathological characterization revealed that a prominent SPECT signal of (99m)Tc-IDA-D-[c(RGDfK)]2 corresponded to the presence of high-risk plaques with a large necrotic core, a thin fibrous cap, and vibrant neoangiogenic events. Notably, the RGD dimer based (99m)Tc-IDA-D-[c(RGDfK)]2 showed better imaging performance in comparison with the common monomeric RGD peptide probe (123)I-c(RGDyV) and fluorescence tissue assay corroborated this. Our preclinical data demonstrated that (99m)Tc-IDA-D-[c(RGDfK)]2 SPECT/CT is a sensitive tool to noninvasively gauge atherosclerosis beyond vascular anatomy by assessing culprit plaque neovascularization.
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Affiliation(s)
- Jung Sun Yoo
- Smart Humanity Convergence Center, Program in Biomedical Radiation Sciences, Department of Transdisciplinary Studies, Graduate School of Convergence Science and Technology, Seoul National University, Suwon 443-270, Republic of Korea
- Center for Nanomolecular Imaging and Innovative Drug Development, Advanced Institutes of Convergence Technology, Suwon 443-270, Republic of Korea
| | - Jonghwan Lee
- Institute for Bio-Medical Convergence, College of Medicine, Catholic Kwandong University, Gangneung 210-701, Republic of Korea
- Catholic Kwandong University International St. Mary’s Hospital, Incheon 404-834, Republic of Korea
| | - Jae Ho Jung
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Byung Seok Moon
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Soonhag Kim
- Institute for Bio-Medical Convergence, College of Medicine, Catholic Kwandong University, Gangneung 210-701, Republic of Korea
- Catholic Kwandong University International St. Mary’s Hospital, Incheon 404-834, Republic of Korea
| | - Byung Chul Lee
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
- Center for Nanomolecular Imaging and Innovative Drug Development, Advanced Institutes of Convergence Technology, Suwon 443-270, Republic of Korea
| | - Sang Eun Kim
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
- Smart Humanity Convergence Center, Program in Biomedical Radiation Sciences, Department of Transdisciplinary Studies, Graduate School of Convergence Science and Technology, Seoul National University, Suwon 443-270, Republic of Korea
- Center for Nanomolecular Imaging and Innovative Drug Development, Advanced Institutes of Convergence Technology, Suwon 443-270, Republic of Korea
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46
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van den Bouwhuijsen QJ, Bos D, Ikram MA, Hofman A, Krestin GP, Franco OH, van der Lugt A, Vernooij MW. Coexistence of Calcification, Intraplaque Hemorrhage and Lipid Core within the Asymptomatic Atherosclerotic Carotid Plaque: The Rotterdam Study. Cerebrovasc Dis 2015; 39:319-24. [DOI: 10.1159/000381138] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Accepted: 02/18/2015] [Indexed: 11/19/2022] Open
Abstract
Background: There is a growing amount of evidence suggesting that the composition of carotid atherosclerotic plaques may be of clinical relevance. Yet, little is known on the coexistence of potentially vulnerable and stabilizing components within asymptomatic plaques. Therefore, in this study we set out to investigate the coexistence of intraplaque calcification, hemorrhage and lipid core within the carotid artery using a multi-modality imaging approach. Methods: In 329 subjects from the population-based Rotterdam Study, all with ultrasound-confirmed carotid wall thickening, we performed a multi-detector CT and a high-resolution MRI of the carotid artery bifurcation at both sides. On the CT examinations, we quantified the volume of intraplaque calcification, and using the MRI examinations we rated the presence of intraplaque hemorrhage and of lipid core. In total, we investigated 611 carotid arteries with plaques. With logistic regression models we investigated the relationship of calcification volume - as a potential stabilizing component - with the presence of potential vulnerable components (intraplaque hemorrhage and lipid core) within each carotid plaque. We adjusted all analyses for age, sex and maximal plaque thickness. Next, we stratified on degree of stenosis (≤ or >30%) to evaluate effect modification by atherosclerotic burden. Results: We found that a larger calcification volume was associated with a higher prevalence of intraplaque hemorrhage, and a lower prevalence of lipid core (fully-adjusted odds ratio (OR) per standard deviation (SD) increase in calcification volume: 2.04 (95% confidence intervals (CI): 1.49; 2.78) and 0.72 (95% CI: 0.58; 0.90), respectively). Stratification on the degree of stenosis showed no difference in the association between calcification volume and hemorrhage over strata, while the relationship between a larger calcification volume and a lower prevalence of lipid seemed more pronounced in persons with a high degree of stenosis. Conclusions: In this population-based setting, we found that there is a complex relationship between calcification, intraplaque hemorrhage and lipid core within the carotid atherosclerotic plaque. Plaques with a higher load of calcification contain more often hemorrhagic components, but less often lipid core. Our results suggest that both in small and large plaques, intraplaque calcification may not be a stabilizing factor per se. These findings create an urge for conducting prospective studies investigating the interrelation of these different plaque components with regard to future cerebrovascular events.
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47
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Mulder WJM, Jaffer FA, Fayad ZA, Nahrendorf M. Imaging and nanomedicine in inflammatory atherosclerosis. Sci Transl Med 2015; 6:239sr1. [PMID: 24898749 DOI: 10.1126/scitranslmed.3005101] [Citation(s) in RCA: 147] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Bioengineering provides unique opportunities to better understand and manage atherosclerotic disease. The field is entering a new era that merges the latest biological insights into inflammatory disease processes with targeted imaging and nanomedicine. Preclinical cardiovascular molecular imaging allows the in vivo study of targeted nanotherapeutics specifically directed toward immune system components that drive atherosclerotic plaque development and complication. The first multicenter trials highlight the potential contribution of multimodality imaging to more efficient drug development. This review describes how the integration of engineering, nanotechnology, and cardiovascular immunology may yield precision diagnostics and efficient therapeutics for atherosclerosis and its ischemic complications.
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Affiliation(s)
- Willem J M Mulder
- Translational and Molecular Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY 10029, USA. Department of Vascular Medicine, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands.
| | - Farouc A Jaffer
- Cardiovascular Research Center and Cardiology Division, Massachusetts General Hospital and Harvard Medical School, Simches Research Building, 185 Cambridge Street, Boston, MA 02114, USA
| | - Zahi A Fayad
- Translational and Molecular Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY 10029, USA
| | - Matthias Nahrendorf
- Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
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48
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Mannelli L, MacDonald L, Mancini M, Ferguson M, Shuman WP, Ragucci M, Monti S, Xu D, Yuan C, Mitsumori LM. Dual energy computed tomography quantification of carotid plaques calcification: comparison between monochromatic and polychromatic energies with pathology correlation. Eur Radiol 2014; 25:1238-46. [PMID: 25537980 DOI: 10.1007/s00330-014-3523-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Revised: 09/30/2014] [Accepted: 11/18/2014] [Indexed: 10/24/2022]
Abstract
PURPOSE We compared carotid plaque calcification detection sensitivity and apparent cross-sectional area on CT as a function of CT beam energy using conventional CT techniques and virtual mono-energetic CT images generated from dual-energy acquisitions. METHODS & MATERIALS Five ex-vivo carotid endarterectomy (CEA) specimens were imaged with dual-energy computed tomography. Virtual monochromatic spectrum (VMS) CT images were reconstructed at energies between 40-140 keV. The same specimens were imaged using conventional polyenergetic spectrum (PS) CT with peak beam energies 80, 100, 120, and 140 kVp. The histological calcium areas on each corresponding CEA specimen were traced manually on digitized images of Toluidine-Blue/Basic-Fuchsin stained plastic sections. RESULTS 40 keV VMS CT images provided high detection sensitivity (97 %) similar to conventional PS CT images (~96 %). The calcification size measured on CT decreased systematically with increasing CT beam energy; the rate of change was larger for the VMS images than for PS images. CONCLUSION From a single dual-energy CT, multiple VMS-CT images can be generated, yielding equivalent detection sensitivity and size correlations as conventional PS-CT in CEA calcification imaging. VMS-CT at 80-100 keV provided the most accurate estimates of calcification size, as compared to histology, but detection sensitivity was reduced for smaller calcifications on these images. KEY POINTS • Calcifications depicted at 80-100 keV were most similar to the histology standard. • Conventional polychromatic images demonstrated excellent correlation with plaque size at pathology. • Conventional polychromatic images systematically overestimate plaque size. • Plaque calcifications can be missed on high energy monochromatic images.
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Affiliation(s)
- Lorenzo Mannelli
- Departments of Radiology, University of Washington, Seattle, WA, USA,
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49
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Rafieian-Kopaei M, Setorki M, Doudi M, Baradaran A, Nasri H. Atherosclerosis: process, indicators, risk factors and new hopes. Int J Prev Med 2014; 5:927-46. [PMID: 25489440 PMCID: PMC4258672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2013] [Accepted: 03/04/2014] [Indexed: 01/10/2023] Open
Abstract
Background: Atherosclerosis is the major cause of morbidities and mortalities worldwide. In this study we aimed to review the mechanism of atherosclerosis and its risk factors, focusing on new findings in atherosclerosis markers and its risk factors. Furthermore, the role of antioxidants and medicinal herbs in atherosclerosis and endothelial damage has been discussed and a list of important medicinal plants effective in the treatment and prevention of hyperlipidemia and atherosclerosis is presented. Methods: The recently published papers about atherosclerosis pathogenesis and herbal medicines effective in the treatment and prevention of hyperlipidemia and atherosclerosis were searched. Results: Inflammation has a crucial role in pathogenesis of atherosclerosis. The disease is accompanied by excessive fibrosis of the intima, fatty plaques formation, proliferation of smooth muscle cells, and migration of a group of cells such as monocytes, T cells, and platelets which are formed in response to inflammation. The oxidation of low density lipoprotein (LDL) to Ox-LDL indicates the first step of atherosclerosis in cardiovascular diseases. Malondialdehyde factor shows the level of lipoperoxidation and is a sign of increased oxidative pressure and cardiovascular diseases. In special pathological conditions such as severe hypercholesterolemia, peroxynitrite concentration increases and atherosclerosis and vascular damage are intensified. Medicinal plants have shown to be capable of interacting these or other pathogenesis factors to prevent atherosclerosis. Conclusions: The pathogenesis factors involved in atherosclerosis have recently been cleared and the discovery of these factors has brought about new hopes for better prevention and treatment of atherosclerosis.
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Affiliation(s)
| | - Mahbubeh Setorki
- Department of Biology, Izeh Branch, Islamic Azad University, Izeh, Iran
| | - Monir Doudi
- Department of Microbiology, Falavarjan Branch, Islamic Azad University, Falavarjan, Isfahan, Iran
| | - Azar Baradaran
- Department of Pathology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hamid Nasri
- Department of Internal Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
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50
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Souza AHO, Farias MIT, Salvatori R, Silva GMF, Santana JAM, Pereira FA, de Paula FJA, Valença EHO, Melo EV, Barbosa RAA, Pereira RMC, Gois-Junior MB, Aguiar-Oliveira MH. Lifetime, untreated isolated GH deficiency due to a GH-releasing hormone receptor mutation has beneficial consequences on bone status in older individuals, and does not influence their abdominal aorta calcification. Endocrine 2014; 47:191-7. [PMID: 24272598 DOI: 10.1007/s12020-013-0118-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Accepted: 11/06/2013] [Indexed: 12/26/2022]
Abstract
The GH/IGF-I axis has essential roles in regulating bone and vascular status. The age-related decrease in GH secretion ("somatopause") may contribute to osteoporosis and atherosclerosis, commonly observed in the elderly. Adult-onset GH deficiency (GHD) has been reported to be associated with reduced bone mineral density (BMD), increased risk of fractures, and premature atherosclerosis. We have shown the young adult individuals with isolated GHD (IGHD) due to a homozygous for the c.57+1G>A GHRH receptor gene mutation have normal volumetric BMD (vBMD), and not develop premature atherosclerosis, despite adverse risk factor profile. However, the bone and vascular impact of lifetime GHD on the aging process remains unknown. We studied a group of ten older IGHD subjects (≥60 years) homozygous for the mutation, comparing them with 20 age- and gender-matched controls (CO). Areal BMD was measured, and vBMD was calculated at the lumbar spine and total hip. Vertebral fractures and abdominal aortic calcifications (expressed as calcium score) were also assessed. Areal BMD was lower in IGHD, but vBMD was similar in the two groups. The percent of fractured individuals was similar, but the mean number of fractures per individual was lower in IGHD than CO. Calcium score was similar in the two groups. A positive correlation was found between calcium score and number of fractures. Untreated lifetime IGHD has beneficial consequences on bone status and does not have a deleterious effect on abdominal aorta calcification.
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Affiliation(s)
- Anita H O Souza
- Division of Endocrinology, Department of Medicine, School of Medicine, Federal University of Sergipe, Aracaju, Brazil
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