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Fanta O, Patil S, Werner T, Torigian DA, Alavi A. Reproducibility of 18F-Sodium Fluoride Positron Emission Tomography for Assessing Microcalcification in Coronary Arterial and Thoracic Aortic Atherosclerosis: Is the Signal below the Resolution of PET? Curr Cardiol Rep 2025; 27:88. [PMID: 40369378 PMCID: PMC12078425 DOI: 10.1007/s11886-025-02240-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/17/2025] [Indexed: 05/16/2025]
Abstract
PURPOSE OF REVIEW The rising prevalence of atherosclerosis has prompted the development of novel diagnostic methods capable of identifying early-stage disease when therapeutic interventions may be most effective. 18F-sodium fluoride (NaF) positron emission tomography/computed tomography (PET/CT) is a molecular imaging technique that can quantify subclinical microcalcification in arterial plaque. The focus of this review article is to discuss the utility of 18F-NaF PET/CT in assessing atherosclerotic disease of major susceptible blood vessels, particularly the coronary arteries and thoracic aorta. RECENT FINDINGS 18F-NaF uptake observed on PET imaging demonstrates promising potential as a marker of atherosclerotic burden in individual coronary arteries, whole heart segmentations, and the thoracic aorta. Global versus focal assessment of 18F-NaF uptake in small arteries is a significant source of methodological heterogeneity among studies. The accuracy and reproducibility of 18F-NaF PET/CT may be improved by standardized quantification methods in light of the limited spatial resolution of PET, particularly through the use of techniques to evaluate global atherosclerotic burden.
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Affiliation(s)
- Ondrej Fanta
- Department of Radiology, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19107, USA
| | - Shiv Patil
- Department of Radiology, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19107, USA
| | - Thomas Werner
- Department of Radiology, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19107, USA
| | - Drew A Torigian
- Department of Radiology, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19107, USA
| | - Abass Alavi
- Department of Radiology, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19107, USA.
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Wang Y, Hou M, Zuo T. Advances in the application of 18F-sodium fluoride PET in the assessment of atherosclerosis. Nucl Med Commun 2025:00006231-990000000-00425. [PMID: 40336263 DOI: 10.1097/mnm.0000000000001988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/09/2025]
Abstract
Atherosclerosis serves as the primary cause of cardiovascular diseases (CVDs), with its pathological processes encompassing lipid deposition, inflammatory responses, and calcification. Traditional imaging techniques, such as computed tomography angiography and MRI, are primarily utilized for detecting arterial stenosis and calcified plaques, yet they face challenges in accurately assessing plaque activity and instability. 18F-sodium fluoride PET (18F-NaF PET) offers a novel approach for plaque activity and stability assessment by labeling and quantifying arterial wall calcification. This article reviews the advances in the application of 18F-NaF PET in the assessment of atherosclerosis.
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Affiliation(s)
- Yan Wang
- The Hospital, Qufu Normal University, Jining
| | - Mingyuan Hou
- Department of Oncology intervention, Central Hospital affiliated to Shandong First Medical University, Jinan
- Medical Imaging School, Shandong Second Medical University, Weifang
- Department of Medical Imaging, Qufu Hospital of Traditional Chinese Medicine, Jining, Shandong, China
| | - Taiyang Zuo
- Department of Oncology intervention, Central Hospital affiliated to Shandong First Medical University, Jinan
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3
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Patel D, Parikh C, Gharavi D, Patil S, Werner T, Simone CB, Alavi A. Radiation-Induced Coronary Artery Disease in Lung and Breast Cancer Patients: Insights from PET Imaging and Long-Term Risk Assessment. PET Clin 2025; 20:231-241. [PMID: 39955159 DOI: 10.1016/j.cpet.2025.01.006] [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: 02/17/2025]
Abstract
Radiation-induced coronary artery disease (RI-CAD) is a significant cardiovascular complication for cancer survivors treated with thoracic radiation therapy (RT). Despite advances in RT techniques, exposure to the heart during treatment remains a critical factor influencing long-term cardiac outcomes, particularly in patients with breast and lung cancer. RI-CAD develops due to radiation-induced endothelial injury, inflammation, and accelerated atherosclerosis, presenting a unique and aggressive disease profile. This review explores the pathophysiology, risk factors, and diagnostic advancements for RI-CAD, emphasizing the role of PET in improving patient outcomes.
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Affiliation(s)
- Dev Patel
- Department of Radiology, Hospital of the University of Pennsylvania, PA, USA; Sidney Kimmel Medical College, Philadelphia, PA, USA
| | - Chitra Parikh
- Department of Radiology, Hospital of the University of Pennsylvania, PA, USA; Sidney Kimmel Medical College, Philadelphia, PA, USA
| | - Daniel Gharavi
- Department of Radiology, Hospital of the University of Pennsylvania, PA, USA; Virginia Commonwealth University, Richmond, VA, USA
| | - Shiv Patil
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Thomas Werner
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Charles B Simone
- New York Proton Center, 225 East 126th Street, New York, NY 10035, USA; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Abass Alavi
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
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4
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Currie G, Kiat H. Beyond the Lumen: Molecular Imaging to Unmask Vulnerable Coronary Plaques. J Cardiovasc Dev Dis 2025; 12:51. [PMID: 39997485 PMCID: PMC11856627 DOI: 10.3390/jcdd12020051] [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: 12/29/2024] [Revised: 01/23/2025] [Accepted: 01/28/2025] [Indexed: 02/26/2025] Open
Abstract
Vulnerable coronary atherosclerotic plaque involves a dynamic pathophysiologic process within and surrounding an atheromatous plaque in coronary artery intima. The process drastically increases the risk of plaque rupture and is clinically responsible for most cases of acute coronary syndromes, myocardial infarctions, and sudden cardiac deaths. Early detection of vulnerable plaque is crucial for clinicians to implement appropriate risk-mitigation treatment strategies, offer timely interventions, and prevent potentially life-threatening events. There is an imperative clinical need to develop practical diagnostic pathways that utilize non-invasive means to risk-stratify symptomatic patients. Since the early 1990s, the identification of vulnerable plaque in clinical practice has primarily relied on invasive imaging techniques. In the last two decades, CT coronary angiogram (CTCA) has rapidly evolved into the prevalent non-invasive diagnostic modality for assessing coronary anatomy. There are now validated plaque appearances on CTCA correlating with plaque vulnerability. It is worth noting that in clinical practice, most CTCA reports omit mention of vulnerable plaque details because spatial resolution (0.3-0.5 mm) is often insufficient to reliably detect some crucial features of vulnerable plaques, such as thin fibrous caps. Additionally, accurately identifying vulnerable plaque features requires substantial expertise and time, which many cardiologists or radiologists may lack in routine reporting. Cardiac magnetic resonance imaging (cMRI) is also non-invasive and allows simultaneous anatomic and functional assessment of coronary plaques. Despite several decades of research and development, routine clinical application of cMRI in coronary plaque imaging remains hampered by complex imaging protocols, inconsistent image quality, and cost. Molecular imaging with radiotracers, specifically positron emission tomography (PET) with sodium fluoride (Na18F PET), have demonstrated significant potential as a sensitive and specific imaging procedure for diagnosing vulnerable coronary artery plaque. The study protocol is robust and brief, requiring minimal patient preparation. Compared to CTCA and cMRI, the diagnostic accuracy of this test is less dependent on the experience and expertise of the readers. Furthermore, validated automated quantitative algorithms complement the visual interpretation of the study, enhancing confidence in the diagnosis. This combination of factors makes Na18F PET a promising tool in cardiology for identifying high-risk coronary plaques.
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Affiliation(s)
- Geoffrey Currie
- School of Dentistry and Medical Sciences, Charles Sturt University, Wagga Wagga, NSW 2678, Australia;
| | - Hosen Kiat
- School of Dentistry and Medical Sciences, Charles Sturt University, Wagga Wagga, NSW 2678, Australia;
- College of Health and Medicine, Australian National University, Canberra, ACT 2601, Australia
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW 2109, Australia
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Lieverse TGF, van Praagh GD, Mulder DJ, Lambers Heerspink HJ, Wolterink JM, Slart RHJA. Quantitative aortic Na[ 18F]F positron emission tomography computed tomography as a tool to associate vascular calcification with major adverse cardiovascular events. Eur J Nucl Med Mol Imaging 2025; 52:501-509. [PMID: 39297960 PMCID: PMC11732873 DOI: 10.1007/s00259-024-06901-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 08/25/2024] [Indexed: 09/21/2024]
Abstract
PURPOSE Sodium[18F]fluoride (Na[18F]F) used in positron emission tomography (PET) binds to active calcification and correlates consistently with higher cardiovascular risk. This study aims to investigate the feasibility of aortic Na[18F]F-PET in hybrid combination with low-dose computed tomography (CT) as a risk model for major adverse cardiovascular events (MACE). METHODS Patient data and Na[18F]F-PET/CT scans from January 2019 to February 2022 were retrospectively collected at the University Medical Center Groningen (UMCG), the Netherlands. MACE-outcome was a composite of time to first documented myocardial infarction, cerebral vascular accident (CVA), acute heart failure hospitalization, and aortic aneurysms. MACE dates were recorded from the day of the scan until follow-up in December 2023. The aorta was manually segmented in all low-dose CT scans. To minimize spill-over effects from the vertebrae, the vertebrae were automatically segmented using an open-source model, dilated with 10 mm, and subtracted from the aortic mask. The total aortic Na[18F]F corrected maximum standardized uptake value (cSUVmax) and total aortic Agatston score were automatically calculated using SEQUOIA. Kaplan-Meier and Cox regression survival analysis were performed, stratifying patients into high, medium, and low cSUVmax and Agatston categories. Cox regression models were adjusted for age. RESULTS Out of 280 identified scans, 216 scans of unique patients were included. During a median follow-up of 3.9 years, 12 MACE occurred. Kaplan-Meier survival analysis demonstrated a significant difference in MACE-free survival among the high cSUVmax group compared to the medium and low groups (p = 0.03 and p < 0.01, respectively). Similarly, patients with high Agatston scores had a significantly lower MACE-free survival probability compared to those with medium and low scores (both p < 0.01). CONCLUSION This study highlights the potential clinical utility of Na[18F]F-PET/CT as an imaging tool to predict the risk of MACE. Clinical validation of this novel proof-of-concept method is needed to confirm these results and expand the clinical context.
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Affiliation(s)
- T G F Lieverse
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - G D van Praagh
- Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - D J Mulder
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - H J Lambers Heerspink
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - J M Wolterink
- Department of Applied Mathematics and Technical Medical Center, University of Twente, Enschede, The Netherlands
| | - R H J A Slart
- Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Biomedical Photonic Imaging, Faculty of Science and Technology, University of Twente, Enschede, The Netherlands
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Markousis-Mavrogenis G, Habib M, Huck DM, Andre 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 PMCID: PMC12055239 DOI: 10.1161/atvbaha.124.321202] [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] [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
- Departments of Cardiology, Angiology and Pneumology, Heidelberg University, Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg/Mannheim, Heidelberg, Germany
- University Research Institute of Maternal and Child Health and Precision Medicine and UNESCO Chair in Adolescent Healthcare, Medical School, National and Kapodistrian University of Athens, Aghia Sophia Children’s Hospital, Athens, Greece
| | - Muzzamal Habib
- Heart and Vascular Center, Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
| | - Daniel M. Huck
- Heart and Vascular Center, Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
| | - Florian Andre
- Departments of Cardiology, Angiology and Pneumology, Heidelberg University, Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg/Mannheim, Heidelberg, Germany
| | - Henning Steen
- Departments of Cardiology, Angiology and Pneumology, Heidelberg University, Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg/Mannheim, Heidelberg, Germany
| | - Monica Mukherjee
- Division of Cardiology, Johns Hopkins University, Baltimore, MD, USA
| | - Sophie I. Mavrogeni
- University Research Institute of Maternal and Child Health and Precision Medicine and UNESCO Chair in Adolescent Healthcare, Medical School, National and Kapodistrian University of Athens, Aghia Sophia Children’s Hospital, Athens, Greece
- Onassis Cardiac Surgery Center, Athens, Greece
- University of Padova, Padova, Italy
| | - Brittany Weber
- Heart and Vascular Center, Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
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Jamialahmadi T, Reiner Ž, Simental-Mendia LE, Almahmeed W, Karav S, Eid AH, Giammarile F, Sahebkar A. Effect of statins on arterial wall inflammation as assessed by 18F-FDG PET CT: an updated systematic review and meta-analysis. J Inflamm (Lond) 2024; 21:52. [PMID: 39696570 DOI: 10.1186/s12950-024-00421-x] [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: 01/03/2024] [Accepted: 11/13/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Pathogenesis of atherosclerosis is largely mediated by inflammatory process. Statins are lipid-lowering drugs which also have anti-inflammatory effects. 18 fluorine radiolabeled fluorodeoxyglucose (18 F-FDG) positron emission tomography-computed tomography (PET-CT) is considered to be a good indicator of arterial wall inflammation. Therefore, in this meta-analysis the role of statins on inflammatory process in the artery wall was evaluated using this method since its actual validity for this purpose is not yet well established. METHODS PubMed, Scopus, Web of Science, ClinicalTrials.gov, and Google Scholar databases were searched using MESH terms and keywords. Funnel plot, Begg's rank correlation, and Egger's weighted regression tests evaluated publication bias in the meta-analysis. In cases where funnel plot asymmetry was observed, the "trim and fill" method was used to check the input of potentially missing studies. RESULTS Findings of 10 clinical trials involving 373 subjects showed a remarkable reduction of arterial wall 18 F-FDG uptake according to target-to-background ratio (TBR) index after treatment with statins. Subgroup analysis showed a significant decrease in TBR with high-intensity and non-significant reduction of TBR with low-to-moderate-intensity statin therapy. CONCLUSION Treatment with statins suppressed arterial wall inflammation as shown by using 18 F-FDG PET-CT.
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Affiliation(s)
- Tannaz Jamialahmadi
- Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran.
- Medical Toxicology Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
| | - Željko Reiner
- Department of Internal Medicine, University Hospital Center Zagreb, Zagreb, Croatia
- Polish Mother's Memorial Hospital Research Institute, Lodz, 93-338, Poland
| | | | - Wael Almahmeed
- Heart and Vascular Institute, Cleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Sercan Karav
- Department of Molecular Biology and Genetics, Canakkale Onsekiz Mart University, Canakkale, 17100, Turkey
| | - Ali H Eid
- Department of Basic Medical Sciences, College of Medicine, QU Health, Qatar University, Doha, Qatar
| | - Francesco Giammarile
- Nuclear Medicine and Diagnostic Imaging Section, International Atomic Energy Agency, Vienna, Austria
| | - Amirhossein Sahebkar
- Center for Global Health Research, Saveetha Institute of Medical and Technical Sciences, Saveetha Medical College and Hospitals, Saveetha University, Chennai, India.
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran.
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
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8
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Sheppard AJ, Paravastu SS, Farhadi F, Donnelly E, Hartley IR, Gafni RI, Saboury B, Collins MT, Roszko KL. Structural and molecular imaging-based characterization of soft tissue and vascular calcification in hyperphosphatemic familial tumoral calcinosis. J Bone Miner Res 2024; 39:1327-1339. [PMID: 39046425 PMCID: PMC11371904 DOI: 10.1093/jbmr/zjae115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 05/16/2024] [Accepted: 07/23/2024] [Indexed: 07/25/2024]
Abstract
Hyperphosphatemic familial tumoral calcinosis (HFTC) is a rare disorder caused by deficient FGF23 signaling and resultant ectopic calcification. Here, we systematically characterized and quantified macro- and micro-calcification in a HFTC cohort using CT and 18F-sodium fluoride PET/CT (18F-NaF PET/CT). Fourier-transform infrared (FTIR) spectroscopy was performed on 4 phenotypically different calcifications from a patient with HFTC, showing the dominant component to be hydroxyapatite. Eleven patients with HFTC were studied with CT and/or 18F-NaF PET/CT. Qualitative review was done to describe the spectrum of imaging findings on both modalities. CT-based measures of volume (eg, total calcific burden and lesion volume) and density (Hounsfield units) were quantified and compared to PET-based measures of mineralization activity (eg, mean standardized uptake values-SUVs). Microcalcification scores were calculated for the vasculature of 6 patients using 18F-NaF PET/CT and visualized on a standardized vascular atlas. Ectopic calcifications were present in 82% of patients, predominantly near joints and the distal extremities. Considerable heterogeneity was observed in total calcific burden per patient (823.0 ± 670.1 cm3, n = 9) and lesion volume (282.5 ± 414.8 cm3, n = 27). The largest lesions were found at the hips and shoulders. 18F-NaF PET offered the ability to differentiate active vs quiescent calcifications. Calcifications were also noted in multiple anatomic locations, including brain parenchyma (50%). Vascular calcification was seen in the abdominal aorta, carotid, and coronaries in 50%, 73%, and 50%, respectively. 18F-NaF-avid, but CT-negative calcification was seen in a 17-year-old patient, implicating early onset vascular calcification. This first systematic assessment of calcifications in a cohort of patients with HFTC has identified the early onset, prevalence, and extent of calcification. It supports 18F-NaF PET/CT as a clinical tool for distinguishing between active and inactive calcification, informing disease progression, and quantification of ectopic and vascular disease burden.
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MESH Headings
- Humans
- Calcinosis/diagnostic imaging
- Calcinosis/pathology
- Calcinosis/genetics
- Female
- Male
- Hyperphosphatemia/diagnostic imaging
- Hyperphosphatemia/pathology
- Hyperphosphatemia/complications
- Hyperphosphatemia/genetics
- Adult
- Positron Emission Tomography Computed Tomography
- Vascular Calcification/diagnostic imaging
- Vascular Calcification/pathology
- Vascular Calcification/metabolism
- Middle Aged
- Fibroblast Growth Factor-23
- Adolescent
- Child
- Molecular Imaging/methods
- Hyperostosis, Cortical, Congenital/diagnostic imaging
- Hyperostosis, Cortical, Congenital/genetics
- Hyperostosis, Cortical, Congenital/pathology
- Hyperostosis, Cortical, Congenital/complications
- Hyperostosis, Cortical, Congenital/metabolism
- Sodium Fluoride
- Young Adult
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Affiliation(s)
- Aaron J Sheppard
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD 20892, United States
- School of Medicine, Louisiana State University Health Shreveport, Shreveport, LA 71103, United States
| | - Sriram S Paravastu
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD 20892, United States
- University of Missouri - Kansas City School of Medicine, Kansas City, MO 64108, United States
| | - Faraz Farhadi
- Department of Radiology and Imaging Sciences, Clinical Center, NIH, Bethesda, MD 20892, United States
- Geisel School of Medicine, Dartmouth, Hanover, NH 03755, United States
- Institute of Nuclear Medicine, Bethesda, MD 20892, United States
| | - Eve Donnelly
- Department of Materials Science and Engineering, Cornell University, Ithaca, NY 14853, United States
| | - Iris R Hartley
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD 20892, United States
| | - Rachel I Gafni
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD 20892, United States
| | - Babak Saboury
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD 20892, United States
- Institute of Nuclear Medicine, Bethesda, MD 20892, United States
| | - Michael T Collins
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD 20892, United States
| | - Kelly L Roszko
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD 20892, United States
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9
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Sheppard AJ, Theng EH, Paravastu SS, Wojnowski NM, Farhadi F, Morris MA, Hartley IR, Rachel IG, Roszko KL, Collins MT, Saboury B. Spatial Atlas for Mapping Vascular Microcalcification Using 18F-NaF PET/CT: Application in Hyperphosphatemic Familial Tumoral Calcinosis. Arterioscler Thromb Vasc Biol 2024; 44:1432-1446. [PMID: 38660800 PMCID: PMC11111330 DOI: 10.1161/atvbaha.123.320455] [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: 12/18/2023] [Accepted: 03/28/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND Vascular calcification causes significant morbidity and occurs frequently in diseases of calcium/phosphate imbalance. Radiolabeled sodium fluoride positron emission tomography/computed tomography has emerged as a sensitive and specific method for detecting and quantifying active microcalcifications. We developed a novel technique to quantify and map total vasculature microcalcification to a common space, allowing simultaneous assessment of global disease burden and precise tracking of site-specific microcalcifications across time and individuals. METHODS To develop this technique, 4 patients with hyperphosphatemic familial tumoral calcinosis, a monogenic disorder of FGF23 (fibroblast growth factor-23) deficiency with a high prevalence of vascular calcification, underwent radiolabeled sodium fluoride positron emission tomography/computed tomography imaging. One patient received serial imaging 1 year after treatment with an IL-1 (interleukin-1) antagonist. A radiolabeled sodium fluoride-based microcalcification score, as well as calcification volume, was computed at all perpendicular slices, which were then mapped onto a standardized vascular atlas. Segment-wise mCSmean and mCSmax were computed to compare microcalcification score levels at predefined vascular segments within subjects. RESULTS Patients with hyperphosphatemic familial tumoral calcinosis had notable peaks in microcalcification score near the aortic bifurcation and distal femoral arteries, compared with a control subject who had uniform distribution of vascular radiolabeled sodium fluoride uptake. This technique also identified microcalcification in a 17-year-old patient, who had no computed tomography-defined calcification. This technique could not only detect a decrease in microcalcification score throughout the patient treated with an IL-1 antagonist but it also identified anatomic areas that had increased responsiveness while there was no change in computed tomography-defined macrocalcification after treatment. CONCLUSIONS This technique affords the ability to visualize spatial patterns of the active microcalcification process in the peripheral vasculature. Further, this technique affords the ability to track microcalcifications at precise locations not only across time but also across subjects. This technique is readily adaptable to other diseases of vascular calcification and may represent a significant advance in the field of vascular biology.
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Affiliation(s)
- Aaron J Sheppard
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
- Louisiana State University Health Shreveport, School of Medicine, Shreveport, LA, 71103
| | - Elizabeth H Theng
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
- Department of Radiology, Stanford School of Medicine, Stanford, CA, 94304
| | - Sriram S Paravastu
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
- University of Missouri – Kansas City School of Medicine, Kansas City, MO, 64108
| | - Natalia M Wojnowski
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
- Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611
| | - Faraz Farhadi
- Radiology and Imaging Sciences, Clinical Center, NIH, Bethesda, MD, 20892
- Geisel School of Medicine, Dartmouth, Hanover, NH, 03755
- Institute of Nuclear Medicine, Bethesda, MD, USA
| | | | - Iris R Hartley
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
| | - I Gafni Rachel
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
| | - Kelly L Roszko
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
| | - Michael T Collins
- National Institutes of Dental and Craniofacial Research, NIH, Bethesda, MD, 20892
| | - Babak Saboury
- Radiology and Imaging Sciences, Clinical Center, NIH, Bethesda, MD, 20892
- Institute of Nuclear Medicine, Bethesda, MD, USA
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10
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Chesnais H, Bastin N, Miguez S, Kargilis D, Kalluri A, Terry A, Rajapakse CS. Predicting Fractures Using Vertebral 18F-NaF Uptake in Prostate Cancer Patients. J Bone Metab 2023; 30:329-337. [PMID: 38073266 PMCID: PMC10721380 DOI: 10.11005/jbm.2023.30.4.329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/01/2023] [Accepted: 10/08/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Patients with prostate cancer tend to be at heightened risk for fracture due to bone metastases and treatment with androgen-deprivation therapy. Bone mineral density (BMD) derived from dual energy X-ray absorptiometry (DXA) is the standard for determining fracture risk in this population. However, BMD often fails to predict many osteoporotic fractures. Patients with prostate cancer also undergo 18F-sodium fluoride (18F-NaF)-positron emission tomography/computed tomography (PET/CT) to monitor metastases. The purpose of this study was to assess whether bone deposition, assessed by 18F-NaF uptake in 18F-NaF PET/CT, could predict incident fractures better than DXA- or CT-derived BMD in patients with prostate cancer. METHODS This study included 105 males with prostate cancer who had undergone full body 18F-NaF PET/CT. Standardized uptake value (SUVmean and SUVmax) and CT-derived Hounsfield units (HU), a correlate of BMD, were recorded for each vertebral body. The average SUVmean, SUVmax, and HU were calculated for cervical, thoracic, lumbar, and sacral areas. The t-test was used to assess significant differences between fracture and no-fracture groups. RESULTS The SUVmean and SUVmax values for the thoracic area were lower in the fracture group than in the no-fracture group. There was no significant difference in cervical, thoracic, lumbar or sacral HU between the 2 groups. CONCLUSIONS Our study reports that lower PET-derived non-metastatic bone deposition in the thoracic spine is correlated with incidence of fractures in patients with prostate cancer. CT-derived HU, a correlate of DXA-derived BMD, was not predictive of fracture risk. 18F-NaF PET/CT may provide important insight into bone quality and fracture risk.
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Affiliation(s)
- Helene Chesnais
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Nikita Bastin
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Sofia Miguez
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel Kargilis
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Anita Kalluri
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Ashley Terry
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
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11
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Piri R, Hamakan Y, Vang A, Edenbrandt L, Larsson M, Enqvist O, Gerke O, Høilund-Carlsen PF. Common carotid segmentation in 18 F-sodium fluoride PET/CT scans: Head-to-head comparison of artificial intelligence-based and manual method. Clin Physiol Funct Imaging 2023; 43:71-77. [PMID: 36331059 PMCID: PMC10100011 DOI: 10.1111/cpf.12793] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 10/06/2022] [Accepted: 10/14/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Carotid atherosclerosis is a major cause of stroke, traditionally diagnosed late. Positron emission tomography/computed tomography (PET/CT) with 18 F-sodium fluoride (NaF) detects arterial wall micro-calcification long before macro-calcification becomes detectable by ultrasound, CT or magnetic resonance imaging. However, manual PET/CT processing is time-consuming and requires experience. We compared a convolutional neural network (CNN) approach with manual segmentation of the common carotids. METHODS Segmentation in NaF-PET/CT scans of 29 healthy volunteers and 20 angina pectoris patients were compared for segmented volume (Vol) and mean, maximal, and total standardized uptake values (SUVmean, SUVmax, and SUVtotal). SUVmean was the average of SUVmeans within the VOI, SUVmax the highest SUV in all voxels in the VOI, and SUVtotal the SUVmean multiplied by the Vol of the VOI. Intra and Interobserver variability with manual segmentation was examined in 25 randomly selected scans. RESULTS Bias for Vol, SUVmean, SUVmax, and SUVtotal were 1.33 ± 2.06, -0.01 ± 0.05, 0.09 ± 0.48, and 1.18 ± 1.99 in the left and 1.89 ± 1.5, -0.07 ± 0.12, 0.05 ± 0.47, and 1.61 ± 1.47, respectively, in the right common carotid artery. Manual segmentation lasted typically 20 min versus 1 min with the CNN-based approach. Mean Vol deviation at repeat manual segmentation was 14% and 27% in left and right common carotids. CONCLUSIONS CNN-based segmentation was much faster and provided SUVmean values virtually identical to manually obtained ones, suggesting CNN-based analysis as a promising substitute of slow and cumbersome manual processing.
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Affiliation(s)
- Reza Piri
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Yaran Hamakan
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | - Ask Vang
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | - Lars Edenbrandt
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Department of Clinical Physiology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | | | - Olof Enqvist
- Eigenvision AB, Malmö, Sweden.,Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Oke Gerke
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Poul Flemming Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
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12
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Sammartino AM, Falco R, Drera A, Dondi F, Bellini P, Bertagna F, Vizzardi E. "Vascular inflammation and cardiovascular disease: review about the role of PET imaging". Int J Cardiovasc Imaging 2023; 39:433-440. [PMID: 36255543 PMCID: PMC9870832 DOI: 10.1007/s10554-022-02730-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 09/09/2022] [Indexed: 01/27/2023]
Abstract
Inflammation characterizes all stages of atherothrombosis and provides a critical pathophysiological link between plaque formation and its acute rupture, leading to coronary occlusion and heart attack. In the last 20 years the possibility of quantifying the degree of inflammation of atherosclerotic plaques and, therefore, also of vascular inflammation aroused much interest. 18Fluoro-deoxy-glucose photon-emissions-tomography (18F-FDG-PET) is widely used in oncology for staging and searching metastases; in cardiology, the absorption of 18F-FDG into the arterial wall was observed for the first time incidentally in the aorta of patients undergoing PET imaging for cancer staging. PET/CT imaging with 18F-FDG and 18F-sodium fluoride (18F-NaF) has been shown to assess atherosclerotic disease in its molecular phase, when the process may still be reversible. This approach has several limitations in the clinical practice, due to lack of prospective data to justify their use routinely, but it's desirable to develop further scientific evidence to confirm this technique to detect high-risk patients for cardiovascular events.
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Affiliation(s)
- Antonio Maria Sammartino
- Institute of Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili, University of Brescia, Brescia, Italy.
| | - Raffaele Falco
- Institute of Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili, University of Brescia, Brescia, Italy
| | - Andrea Drera
- Institute of Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili, University of Brescia, Brescia, Italy
| | - Francesco Dondi
- Nuclear Medicine, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili Di Brescia, University of Brescia, Brescia, Italy
| | - Pietro Bellini
- Nuclear Medicine, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili Di Brescia, University of Brescia, Brescia, Italy
| | - Francesco Bertagna
- Nuclear Medicine, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili Di Brescia, University of Brescia, Brescia, Italy
| | - Enrico Vizzardi
- Institute of Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, ASST Spedali Civili, University of Brescia, Brescia, Italy.
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13
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Dai M, Xu W, Chesnais H, Anabaraonye N, Parente J, Chatterjee S, Rajapakse CS. Atherogenic Indices as a Predictor of Aortic Calcification in Prostate Cancer Patients Assessed Using 18F-Sodium Fluoride PET/CT. Int J Mol Sci 2022; 23:13056. [PMID: 36361839 PMCID: PMC9653585 DOI: 10.3390/ijms232113056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 10/24/2022] [Indexed: 11/16/2022] Open
Abstract
A major pathophysiological cause of cardiovascular disease is vascular plaque calcification. Fluorine 18−Sodium Fluoride (18F-NaF) PET/CT can be used as a sensitive imaging modality for detection of vascular calcification. The aim of this study was to find a non-invasive, cost-efficient, and readily available metric for predicting vascular calcification severity. This retrospective study was performed on 36 participants who underwent 18F-NaF fused PET/CT scans. The mean standard uptake values (SUVs) were calculated from manually sectioned axial sections over the aortic arch and thoracic aorta. Correlation analyses were performed between SUVs and calculated atherogenic indices (AIs). Castelli’s Risk Index I (r = 0.63, p < 0.0001), Castelli’s Risk Index II (r = 0.64, p < 0.0001), Atherogenic Coefficient (r = 0.63, p < 0.0001), Atherogenic Index of Plasma (r = 0.51, p = 0.00152), and standalone high-density lipoprotein (HDL) cholesterol (r = −0.53, p = 0.000786) were associated with aortic calcification. AIs show strong association with aortic arch and thoracic aorta calcifications. AIs are better predictors of vascular calcification compared to standalone lipid metrics, with the exception of HDL cholesterol. Clinical application of AIs provides a holistic metric beneficial for enhancing screening and treatment protocols.
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Affiliation(s)
- Michelle Dai
- Department of Radiology, University of Pennsylvania, 1 Founders Building, 3400 Spruce Street, Philadelphia, PA 19104, USA
- College of Osteopathic Medicine, Touro University Nevada, 874 American Pacific Drive, Henderson, NV 89014, USA
| | - Winnie Xu
- Department of Radiology, University of Pennsylvania, 1 Founders Building, 3400 Spruce Street, Philadelphia, PA 19104, USA
| | - Helene Chesnais
- Department of Radiology, University of Pennsylvania, 1 Founders Building, 3400 Spruce Street, Philadelphia, PA 19104, USA
| | - Nancy Anabaraonye
- Department of Radiology, University of Pennsylvania, 1 Founders Building, 3400 Spruce Street, Philadelphia, PA 19104, USA
| | - James Parente
- Department of Radiology, University of Pennsylvania, 1 Founders Building, 3400 Spruce Street, Philadelphia, PA 19104, USA
| | - Shampa Chatterjee
- Department of Physiology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Chamith S. Rajapakse
- Department of Radiology, University of Pennsylvania, 1 Founders Building, 3400 Spruce Street, Philadelphia, PA 19104, USA
- Department of Orthopaedic Surgery, University of Pennsylvania, Philadelphia, PA 19104, USA
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14
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Raynor WY, Borja AJ, Zhang V, Kothekar E, Lau HC, Ng SJ, Seraj SM, Rojulpote C, Taghvaei R, Jin KY, Werner TJ, Høilund-Carlsen PF, Alavi A, Revheim ME. Assessing Coronary Artery and Aortic Calcification in Patients with Prostate Cancer Using 18F-Sodium Fluoride PET/Computed Tomography. PET Clin 2022; 17:653-659. [DOI: 10.1016/j.cpet.2022.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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15
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Yang W, Zhong Z, Feng G, Wang Z. Advances in positron emission tomography tracers related to vascular calcification. Ann Nucl Med 2022; 36:787-797. [PMID: 35834116 DOI: 10.1007/s12149-022-01771-3] [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: 05/05/2022] [Accepted: 07/03/2022] [Indexed: 11/28/2022]
Abstract
Microcalcification, a type of vascular calcification, increases the instability of plaque and easily leads to acute clinical events. Positron emission tomography (PET) is a new examination technology with significant advantages in identifying vascular calcification, especially microcalcification. The use of the 18F-NaF is undoubtedly the benchmark, and other PET tracers related to vascular calcification are also currently in development. Despite all this, a large number of studies are still needed to further clarify the specific mechanisms and characteristics. This review aimed at providing a summary of the application and progress of different PET tracers and also the future development direction.
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Affiliation(s)
- Wenjun Yang
- Department of Cardiology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China
| | - Zhiqi Zhong
- Department of Cardiology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China
| | - Guoquan Feng
- Department of Radiology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China
| | - Zhongqun Wang
- Department of Cardiology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China.
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Abstract
Abstract
Purpose
As atherosclerosis is a prominent cause of morbidity and mortality, early detection of atherosclerotic plaques is vital to prevent complications. Imaging plays a significant role in this goal. Molecular imaging and structural imaging detect different phases of atherosclerotic progression. In this review, we explain the relation between these types of imaging with the physiopathology of plaques, along with their advantages and disadvantages. We also discuss in detail the most commonly used positron emission tomography (PET) radiotracers for atherosclerosis imaging.
Method
A comprehensive search was conducted to extract articles related to imaging of atherosclerosis in PubMed, Google Scholar, and Web of Science. The obtained papers were reviewed regarding precise relation with our topic. Among the search keywords utilized were "atherosclerosis imaging", "atherosclerosis structural imaging", "atherosclerosis CT scan" "positron emission tomography", "PET imaging", "18F-NaF", "18F-FDG", and "atherosclerosis calcification."
Result
Although structural imaging such as computed tomography (CT) offers essential information regarding plaque structure and morphologic features, these modalities can only detect macroscopic alterations that occur later in the disease’s progression, when the changes are frequently irreversible. Molecular imaging modalities like PET, on the other hand, have the advantage of detecting microscopic changes and allow us to treat these plaques before irreversible changes occur. The two most commonly used tracers in PET imaging of atherosclerosis are 18F-sodium fluoride (18F-NaF) and 18F-fluorodeoxyglucose (18F-FDG). While there are limitations in the use of 18F-FDG for the detection of atherosclerosis in coronary arteries due to physiological uptake in myocardium and high luminal blood pool activity of 18F-FDG, 18F-NaF PET is less affected and can be utilized to analyze the coronary arteries in addition to the peripheral vasculature.
Conclusion
Molecular imaging with PET/CT has become a useful tool in the early detection of atherosclerosis. 18F-NaF PET/CT shows promise in the early global assessment of atherosclerosis, but further prospective studies are needed to confirm its role in this area.
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17
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Takx RAP, van Asperen R, Bartstra JW, Zwakenberg SR, Wolterink JM, Celeng C, de Jong PA, Beulens JW. Determinants of 18F-NaF uptake in femoral arteries in patients with type 2 diabetes mellitus. J Nucl Cardiol 2021; 28:2700-2705. [PMID: 32185685 PMCID: PMC8709815 DOI: 10.1007/s12350-020-02099-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 02/27/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND The goal of this study was to investigate the potential determinants of 18F-NaF uptake in femoral arteries as a marker of arterial calcification in patients with type 2 diabetes and a history of arterial disease. METHODS AND RESULTS The study consisted of participants of a randomized controlled trial to investigate the effect of vitamin K2 (NCT02839044). In this prespecified analysis, subjects with type 2 diabetes and known arterial disease underwent full body 18F-NaF PET/CT. Target-to-background ratio (TBR) was calculated by dividing the mean SUVmax from both superficial femoral arteries by the SUVmean in the superior vena cava (SVC) and calcium mass was measured on CT. The association between 18F-NaF TBR and cardiovascular risk factors was investigated using uni- and multivariate linear regression corrected for age and sex. In total, 68 patients (mean age: 69 ± 8 years; male: 52) underwent 18F-NaF PET/CT. Higher CT calcium mass, total cholesterol, and HbA1c were associated with higher 18F-NaF TBR after adjusting. CONCLUSION This study shows that several modifiable cardiovascular risk factors (total cholesterol, triglycerides, HbA1c) are associated with femoral 18F-NaF tracer uptake in patients with type 2 diabetes.
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Affiliation(s)
- Richard A P Takx
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
| | - Ruth van Asperen
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Jonas W Bartstra
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Sabine R Zwakenberg
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jelmer M Wolterink
- Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Csilla Celeng
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Pim A de Jong
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Joline W Beulens
- Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, Vrije Universiteit, University Medical Center, Amsterdam, The Netherlands
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18
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Raynor WY, Park PSU, Borja AJ, Sun Y, Werner TJ, Ng SJ, Lau HC, Høilund-Carlsen PF, Alavi A, Revheim ME. PET-Based Imaging with 18F-FDG and 18F-NaF to Assess Inflammation and Microcalcification in Atherosclerosis and Other Vascular and Thrombotic Disorders. Diagnostics (Basel) 2021; 11:diagnostics11122234. [PMID: 34943473 PMCID: PMC8700072 DOI: 10.3390/diagnostics11122234] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 11/19/2021] [Accepted: 11/23/2021] [Indexed: 01/13/2023] Open
Abstract
Positron emission tomography (PET) imaging with 18F-fluorodeoxyglucose (FDG) represents a method of detecting and characterizing arterial wall inflammation, with potential applications in the early assessment of vascular disorders such as atherosclerosis. By portraying early-stage molecular changes, FDG-PET findings have previously been shown to correlate with atherosclerosis progression. In addition, recent studies have suggested that microcalcification revealed by 18F-sodium fluoride (NaF) may be more sensitive at detecting atherogenic changes compared to FDG-PET. In this review, we summarize the roles of FDG and NaF in the assessment of atherosclerosis and discuss the role of global assessment in quantification of the vascular disease burden. Furthermore, we will review the emerging applications of FDG-PET in various vascular disorders, including pulmonary embolism, as well as inflammatory and infectious vascular diseases.
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Affiliation(s)
- William Y. Raynor
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA; (W.Y.R.); (P.S.U.P.); (A.J.B.); (T.J.W.); (A.A.)
| | - Peter Sang Uk Park
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA; (W.Y.R.); (P.S.U.P.); (A.J.B.); (T.J.W.); (A.A.)
- Perelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Boulevard, Philadelphia, PA 19104, USA;
| | - Austin J. Borja
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA; (W.Y.R.); (P.S.U.P.); (A.J.B.); (T.J.W.); (A.A.)
- Perelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Boulevard, Philadelphia, PA 19104, USA;
| | - Yusha Sun
- Perelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Boulevard, Philadelphia, PA 19104, USA;
| | - Thomas J. Werner
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA; (W.Y.R.); (P.S.U.P.); (A.J.B.); (T.J.W.); (A.A.)
| | - Sze Jia Ng
- Department of Medicine, Crozer-Chester Medical Center, Upland, PA 19013, USA; (S.J.N.); (H.C.L.)
| | - Hui Chong Lau
- Department of Medicine, Crozer-Chester Medical Center, Upland, PA 19013, USA; (S.J.N.); (H.C.L.)
| | - Poul Flemming Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense C, Denmark;
- Department of Clinical Research, University of Southern Denmark, 5000 Odense C, Denmark
| | - Abass Alavi
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA; (W.Y.R.); (P.S.U.P.); (A.J.B.); (T.J.W.); (A.A.)
| | - Mona-Elisabeth Revheim
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA; (W.Y.R.); (P.S.U.P.); (A.J.B.); (T.J.W.); (A.A.)
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Sognsvannsveien 20, 0372 Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Problemveien 7, 0315 Oslo, Norway
- Correspondence: or
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Hsu JJ, Tintut Y, Demer LL. Lipids and cardiovascular calcification: contributions to plaque vulnerability. Curr Opin Lipidol 2021; 32:308-314. [PMID: 34320564 PMCID: PMC8416796 DOI: 10.1097/mol.0000000000000777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE OF REVIEW Cardiovascular calcification, a common feature of atherosclerotic lesions, has long been known to associate with cardiovascular risk. The roles of lipoproteins in atherosclerosis are also established, and lipid-modifying therapies have shown capacity for plaque regression. However, the association of lipid-modifying therapies with calcification is more complex, and currently no medical therapies have been found to reverse or attenuate calcification in patients. In this review, we summarize recent developments in our understanding of the interplay between lipids and cardiovascular calcification, as well as new imaging modalities for assessing calcified atherosclerotic plaque vulnerability. RECENT FINDINGS Recent clinical studies have highlighted the associations of lipoprotein subtypes, such as low-density and high-density lipoprotein particles, as well as lipoprotein (a) [Lp(a)], with coronary calcification and calcific aortic valve disease. Further, evidence continues to emerge for the utility of fused 18F-sodium fluoride positron-emission tomographic and computed tomographic (18F-NaF PET/CT) imaging in characterizing the microarchitecture and vulnerability of atherosclerotic plaque, in both humans and animal models. SUMMARY The relationship between lipids and cardiovascular calcification is complex, and new imaging techniques, such as 18F-NaF PET/CT imaging, may allow for better identification of disease-modifying therapies and prediction of calcified plaque progression and stability to help guide clinical management.
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Affiliation(s)
- Jeffrey J Hsu
- Department of Medicine
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Yin Tintut
- Department of Medicine
- Department of Physiology
- Department of Orthopaedic Surgery
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Linda L Demer
- Department of Medicine
- Department of Physiology
- Department of Bioengineering, University of California - Los Angeles
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
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Saboury B, Edenbrandt L, Piri R, Gerke O, Werner T, Arbab-Zadeh A, Alavi A, Høilund-Carlsen PF. Alavi-Carlsen Calcification Score (ACCS): A Simple Measure of Global Cardiac Atherosclerosis Burden. Diagnostics (Basel) 2021; 11:1421. [PMID: 34441355 PMCID: PMC8391812 DOI: 10.3390/diagnostics11081421] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 07/30/2021] [Accepted: 08/04/2021] [Indexed: 11/21/2022] Open
Abstract
Multislice cardiac CT characterizes late stage macrocalcification in epicardial arteries as opposed to PET/CT, which mirrors early phase arterial wall changes in epicardial and transmural coronary arteries. With regard to tracer, there has been a shift from using mainly 18F-fluorodeoxyglucose (FDG), indicating inflammation, to applying predominantly 18F-sodium fluoride (NaF) due to its high affinity for arterial wall microcalcification and more consistent association with cardiovascular risk factors. To make NaF-PET/CT an indispensable adjunct to clinical assessment of cardiac atherosclerosis, the Alavi-Carlsen Calcification Score (ACCS) has been proposed. It constitutes a global assessment of cardiac atherosclerosis burden in the individual patient, supported by an artificial intelligence (AI)-based approach for fast observer-independent segmentation. Common measures for characterizing epicardial coronary atherosclerosis by NaF-PET/CT as the maximum standardized uptake value (SUV) or target-to-background ratio are more versatile, error prone, and less reproducible than the ACCS, which equals the average cardiac SUV. The AI-based approach ensures a quick and easy delineation of the entire heart in 3D to obtain the ACCS expressing ongoing global cardiac atherosclerosis, even before it gives rise to CT-detectable coronary calcification. The quantification of global cardiac atherosclerotic burden by the ACCS is suited for management triage and monitoring of disease progression with and without intervention.
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Affiliation(s)
- Babak Saboury
- Clinical Center, Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, MD 20892, USA;
- Department of Computer Science and Electrical Engineering, University of Maryland, Baltimore County, Baltimore, MD 21250, USA
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Lars Edenbrandt
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 41345 Gothenburg, Sweden;
- Department of Clinical Physiology, Sahlgrenska University Hospital, Region Västra Götaland, 41345 Gothenburg, Sweden
| | - Reza Piri
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense C, Denmark; (R.P.); (O.G.)
- Department of Clinical Research, University of Southern Denmark, 5000 Odense C, Denmark
| | - Oke Gerke
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense C, Denmark; (R.P.); (O.G.)
- Department of Clinical Research, University of Southern Denmark, 5000 Odense C, Denmark
| | - Tom Werner
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Armin Arbab-Zadeh
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA;
| | - Abass Alavi
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Poul Flemming Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense C, Denmark; (R.P.); (O.G.)
- Department of Clinical Research, University of Southern Denmark, 5000 Odense C, Denmark
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Mayer M, Borja AJ, Hancin EC, Auslander T, Revheim ME, Moghbel MC, Werner TJ, Alavi A, Rajapakse CS. Imaging Atherosclerosis by PET, With Emphasis on the Role of FDG and NaF as Potential Biomarkers for This Disorder. Front Physiol 2020; 11:511391. [PMID: 33192540 PMCID: PMC7642524 DOI: 10.3389/fphys.2020.511391] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 09/08/2020] [Indexed: 11/13/2022] Open
Abstract
Molecular imaging has emerged in the past few decades as a novel means to investigate atherosclerosis. From a pathophysiological perspective, atherosclerosis is characterized by microscopic inflammation and microcalcification that precede the characteristic plaque buildup in arterial walls detected by traditional assessment methods, including anatomic imaging modalities. These processes of inflammation and microcalcification are, therefore, prime targets for molecular detection of atherosclerotic disease burden. Imaging with positron emission tomography/computed tomography (PET/CT) using 18F-fluorodeoxyglucose (FDG) and 18F-sodium fluoride (NaF) can non-invasively assess arterial inflammation and microcalcification, respectively. FDG uptake reflects glucose metabolism, which is particularly increased in atherosclerotic plaques retaining macrophages and undergoing hypoxic stress. By contrast, NaF uptake reflects the exchange of hydroxyl groups of hydroxyapatite crystals for fluoride producing fluorapatite, a key biochemical step in calcification of atherosclerotic plaque. Here we review the existing literature on FDG and NaF imaging and their respective values in investigating the progression of atherosclerotic disease. Based on the large volume of data that have been introduced to the literature and discussed in this review, it is clear that PET imaging will have a major role to play in assessing atherosclerosis in the major and coronary arteries. However, it is difficult to draw definitive conclusions on the potential role of FDG in investigating atherosclerosis given the vast number of studies with different designs, image acquisition methods, analyses, and interpretations. Our experience in this domain of research has suggested that NaF may be the tool of choice over FDG in assessing atherosclerosis, especially in the setting of coronary artery disease (CAD). Specifically, global NaF assessment appears to be superior in detecting plaques in tissues with high background FDG activity, such as the coronary arteries.
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Affiliation(s)
- Michael Mayer
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Austin J Borja
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States.,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Emily C Hancin
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States.,Lewis Katz School of Medicine at Temple University, Philadelphia, PA, United States
| | - Thomas Auslander
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Mona-Elisabeth Revheim
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States.,Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Mateen C Moghbel
- Department of Radiology, Massachusetts General Hospital, Boston, MA, United States
| | - Thomas J Werner
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Abass Alavi
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Chamith S Rajapakse
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, United States.,Department of Orthopaedic Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
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Atherosclerosis Imaging with 18F-Sodium Fluoride PET. Diagnostics (Basel) 2020; 10:diagnostics10100852. [PMID: 33092250 PMCID: PMC7590213 DOI: 10.3390/diagnostics10100852] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 10/08/2020] [Accepted: 10/15/2020] [Indexed: 12/21/2022] Open
Abstract
The evidence on atherosclerosis imaging with 18F-sodium-fluoride (NaF) positron emission tomography (PET) is hotly debated because of the different patient characteristics, methodology, vascular beds, etc. in reported studies. This review is a continuation of a previous review on this topic, which covered the period 2010-2018. The purpose was to examine whether some of the most important questions that the previous review had left open had been elucidated by the most recent literature. Using principles of a systematic review, we ended analyzing 25 articles dealing with the carotids, coronary arteries, aorta, femoral, intracranial, renal, and penile arteries. The knowledge thus far can be summarized as follows: by targeting active arterial microcalcification, NaF uptake is considered a marker of early stage atherosclerosis, is age-dependent, and consistently associated with cardiovascular risk. Longitudinal studies on NaF uptake, conducted in the abdominal aorta only, showed unchanged uptake in postmenopausal women for nearly four years and varying uptake in prostate cancer patients over 1.5 years, despite constant or increasing calcium volume detected by computed tomography (CT). Thus, uncertainty remains about the transition from active arterial wall calcification marked by increased NaF uptake to less active or consolidated calcification detected by CT. The question of whether early-phase atherosclerosis and calcification can be modified remains also unanswered due to lack of intervention studies.
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Lee R, Seok JW. An Update on [ 18F]Fluoride PET Imaging for Atherosclerotic Disease. J Lipid Atheroscler 2020; 9:349-361. [PMID: 33024730 PMCID: PMC7521973 DOI: 10.12997/jla.2020.9.3.349] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 09/02/2020] [Accepted: 09/02/2020] [Indexed: 11/16/2022] Open
Abstract
Atherosclerosis is the leading cause of life-threatening morbidity and mortality, as the rupture of atherosclerotic plaques leads to critical atherothrombotic events such as myocardial infarction and ischemic stroke, which are the 2 most common causes of death worldwide. Vascular calcification is a complicated pathological process involved in atherosclerosis, and microcalcifications are presumed to increase the likelihood of plaque rupture. Despite many efforts to develop novel non-invasive diagnostic modalities, diagnostic techniques are still limited, especially before symptomatic presentation. From this point of view, vulnerable plaques are a direct target of atherosclerosis imaging. Anatomic imaging modalities have the limitation of only visualizing macroscopic structural changes, which occurs in later stages of disease, while molecular imaging modalities are able to detect microscopic processes and microcalcifications, which occur early in the disease process. Na[18F]-fluoride positron emission tomography/computed tomography could allow the early detection of plaque instability, which is deemed to be a primary goal in the prevention of cardiac or brain ischemic events, by quantifying the microcalcifications within vulnerable plaques and evaluating the atherosclerotic disease burden.
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Affiliation(s)
- Reeree Lee
- Department of Nuclear Medicine, Chung-Ang University Hospital, Seoul, Korea
| | - Ju Won Seok
- Department of Nuclear Medicine, Chung-Ang University Hospital, Seoul, Korea
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