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Peverelli M, Maughan RT, Gopalan D, Dweck MR, Dey D, Buch MH, Rudd JHF, Tarkin JM. Use of coronarycomputed tomography for cardiovascular risk assessment in immune-mediated inflammatory diseases. Heart 2024; 110:545-551. [PMID: 38238078 DOI: 10.1136/heartjnl-2022-321403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 12/05/2023] [Indexed: 02/15/2024] Open
Abstract
Immune-mediated inflammatory diseases (IMIDs) are recognised risk factors for accelerated atherosclerotic cardiovascular disease (CVD), particularly in younger individuals and women who lack traditional CVD risk factors. Reflective of the critical role that inflammation plays in the formation, progression and rupture of atherosclerotic plaques, research into immune mechanisms of CVD has led to the identification of a range of therapeutic targets that are the subject of ongoing clinical trials. Several key inflammatory pathways implicated in the pathogenesis of atherosclerosis are targeted in people with IMIDs. However, cardiovascular risk continues to be systematically underestimated by conventional risk assessment tools in the IMID population, resulting in considerable excess CVD burden and mortality. Hence, there is a pressing need to improve methods for CVD risk-stratification among patients with IMIDs, to better guide the use of statins and other prognostic interventions. CT coronary angiography (CTCA) is the current first-line investigation for diagnosing and assessing the severity of coronary atherosclerosis in many individuals with suspected angina. Whether CTCA is also useful in the general population for reclassifying asymptomatic individuals and improving long-term prognosis remains unknown. However, in the context of IMIDs, it is conceivable that the information provided by CTCA, including state-of-the-art assessments of coronary plaque, could be an important clinical adjunct in this high-risk patient population. This narrative review discusses the current literature about the use of coronary CT for CVD risk-stratification in three of the most common IMIDs including rheumatoid arthritis, psoriasis and systemic lupus erythematosus.
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Affiliation(s)
- Marta Peverelli
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | | | - Deepa Gopalan
- Department of Radiology, Imperial College Healthcare NHS Trust, London, UK
- Department of Radiology, Cambridge University Hospitals NHS Trust, UK
| | - Marc R Dweck
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Damini Dey
- Departments of Biomedical Sciences and Medicine, Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Maya H Buch
- Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
| | - James H F Rudd
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | - Jason M Tarkin
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
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2
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Wall C, Weir-McCall J, Tweed K, Hoole SP, Gopalan D, Huang Y, Corovic A, Peverelli M, Dey D, Bennett MR, Rudd JHF, Kydd A, Bhagra S, Tarkin JM. CT pericoronary adipose tissue density predicts coronary allograft vasculopathy and adverse clinical outcomes after cardiac transplantation. Eur Heart J Cardiovasc Imaging 2024:jeae069. [PMID: 38493483 DOI: 10.1093/ehjci/jeae069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 02/26/2024] [Indexed: 03/19/2024] Open
Abstract
AIMS To assess pericoronary adipose tissue (PCAT) density on Coronary Computed Tomography Angiography (CCTA) as a marker of inflammatory disease activity in coronary allograft vasculopathy (CAV). METHODS AND RESULTS PCAT density, lesion volumes, and total vessel volume-to-myocardial mass ratio (V/M) were retrospectively measured in 126 CCTAs from 94 heart transplant patients (mean age 49 [SD 14.5] years, 40% female) who underwent imaging between 2010 to 2021; age and sex-matched controls; and patients with atherosclerosis. PCAT density was higher in transplant patients with CAV (n = 40; -73.0 HU [SD 9.3]) than without CAV (n = 86; -77.9 HU [SD 8.2]), and controls (n = 12; -86.2 HU [SD 5.4]), p < 0.01 for both. Unlike patients with atherosclerotic coronary artery disease (n = 32), CAV lesions were predominantly non-calcified, comprised of mostly fibrous or fibrofatty tissue. V/M was lower in patients with CAV than without (32.4 mm3/g [SD 9.7] vs. 41.4 mm3/g [SD 12.3], p < 0.0001). PCAT density and V/M improved the ability to predict CAV from AUC 0.75 to 0.85 when added to donor age and donor hypertension status (p < 0.0001). PCAT density above -66 HU was associated with a greater incidence of all-cause mortality (OR 18.0 [95%CI 3.25-99.6], p < 0.01) and the composite endpoint of death, CAV progression, acute rejection, and coronary revascularization (OR 7.47 [95%CI 1.8-31.6], p = 0.01) over 5.3 (SD 2.1) years. CONCLUSIONS Heart transplant patients with CAV have higher PCAT density and lower V/M than those without. Increased PCAT density is associated with adverse clinical outcomes. These CCTA metrics could be useful for diagnosis and monitoring of CAV severity.
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Affiliation(s)
- Christopher Wall
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | - Jonathan Weir-McCall
- Department of Radiology, University of Cambridge, Cambridge, UK
- Department of Radiology, Royal Papworth Hospital, Cambridge, UK
| | - Katharine Tweed
- Department of Radiology, Royal Papworth Hospital, Cambridge, UK
| | - Stephen P Hoole
- Department of Cardiology, Royal Papworth Hospital, Cambridge, UK
| | - Deepa Gopalan
- Department of Radiology, Cambridge University Hospitals NHS Trust, Cambridge, UK
- Department of Radiology, Imperial College Healthcare NHS Trust, London, UK
| | - Yuan Huang
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | - Andrej Corovic
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | - Marta Peverelli
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | - Damini Dey
- Departments of Biomedical Sciences and Medicine, Cedars-Sinai Medical Center, Biomedical Imaging Research Institute, Los Angeles, California
| | - Martin R Bennett
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | - James H F Rudd
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
| | - Anna Kydd
- Transplant Unit, Royal Papworth Hospital, Cambridge, UK
| | - Sai Bhagra
- Transplant Unit, Royal Papworth Hospital, Cambridge, UK
| | - Jason M Tarkin
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, UK
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Harrison J, Newland SA, Jiang W, Giakomidi D, Zhao X, Clement M, Masters L, Corovic A, Zhang X, Drago F, Ma M, Ozsvar Kozma M, Yasin F, Saady Y, Kothari H, Zhao TX, Shi GP, McNamara CA, Binder CJ, Sage AP, Tarkin JM, Mallat Z, Nus M. Marginal zone B cells produce 'natural' atheroprotective IgM antibodies in a T cell-dependent manner. Cardiovasc Res 2024; 120:318-328. [PMID: 38381113 PMCID: PMC10939463 DOI: 10.1093/cvr/cvae027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 11/10/2023] [Accepted: 12/12/2023] [Indexed: 02/22/2024] Open
Abstract
AIMS The adaptive immune response plays an important role in atherosclerosis. In response to a high-fat/high-cholesterol (HF/HC) diet, marginal zone B (MZB) cells activate an atheroprotective programme by regulating the differentiation and accumulation of 'poorly differentiated' T follicular helper (Tfh) cells. On the other hand, Tfh cells activate the germinal centre response, which promotes atherosclerosis through the production of class-switched high-affinity antibodies. We therefore investigated the direct role of Tfh cells and the role of IL18 in Tfh differentiation in atherosclerosis. METHODS AND RESULTS We generated atherosclerotic mouse models with selective genetic deletion of Tfh cells, MZB cells, or IL18 signalling in Tfh cells. Surprisingly, mice lacking Tfh cells had increased atherosclerosis. Lack of Tfh not only reduced class-switched IgG antibodies against oxidation-specific epitopes (OSEs) but also reduced atheroprotective natural IgM-type anti-phosphorylcholine (PC) antibodies, despite no alteration of natural B1 cells. Moreover, the absence of Tfh cells was associated with an accumulation of MZB cells with substantially reduced ability to secrete antibodies. In the same manner, MZB cell deficiency in Ldlr-/- mice was associated with a significant decrease in atheroprotective IgM antibodies, including natural anti-PC IgM antibodies. In humans, we found a positive correlation between circulating MZB-like cells and anti-OSE IgM antibodies. Finally, we identified an important role for IL18 signalling in HF/HC diet-induced Tfh. CONCLUSION Our findings reveal a previously unsuspected role of MZB cells in regulating atheroprotective 'natural' IgM antibody production in a Tfh-dependent manner, which could have important pathophysiological and therapeutic implications.
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Affiliation(s)
- James Harrison
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Stephen A Newland
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Wei Jiang
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Despoina Giakomidi
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Xiaohui Zhao
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Marc Clement
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- Laboratory for Vascular Translational Sciences (LVTS), Université de Paris, INSERM U1148, Paris, France
| | - Leanne Masters
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Andrej Corovic
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Xian Zhang
- Department of Medicine, Brigham and Woman’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Fabrizio Drago
- Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Marcella Ma
- Wellcome-MRC Institute of Metabolic Science and Medical Research Council Metabolic Diseases Unit, University of Cambridge, UK
| | - Maria Ozsvar Kozma
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Froher Yasin
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Yuta Saady
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Hema Kothari
- Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Tian X Zhao
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Guo-Ping Shi
- Department of Medicine, Brigham and Woman’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Coleen A McNamara
- Division of Cardiovascular Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Christoph J Binder
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Andrew P Sage
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Jason M Tarkin
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Ziad Mallat
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- PARCC Inserm U970, Universite de Paris, Paris, France
| | - Meritxell Nus
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
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Chowdhury MM, Tarkin JM. Could imaging microcalcification activity improve abdominal aortic aneurysm risk stratification after intervention? Heart 2023; 109:1654-1656. [PMID: 37463734 DOI: 10.1136/heartjnl-2023-322814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2023] Open
Affiliation(s)
- Mohammed M Chowdhury
- Vascular Surgery, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Section of Cardiorespiratory Medicine, Victor Phillip Dahdaleh Heart & Lung Research Institute, Cambridge University, Cambridge, UK
| | - Jason M Tarkin
- Section of Cardiorespiratory Medicine, Victor Phillip Dahdaleh Heart & Lung Research Institute, Cambridge University, Cambridge, UK
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Duff LM, Scarsbrook AF, Ravikumar N, Frood R, van Praagh GD, Mackie SL, Bailey MA, Tarkin JM, Mason JC, van der Geest KSM, Slart RHJA, Morgan AW, Tsoumpas C. An Automated Method for Artifical Intelligence Assisted Diagnosis of Active Aortitis Using Radiomic Analysis of FDG PET-CT Images. Biomolecules 2023; 13:343. [PMID: 36830712 PMCID: PMC9953018 DOI: 10.3390/biom13020343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/30/2023] [Accepted: 02/01/2023] [Indexed: 02/12/2023] Open
Abstract
The aim of this study was to develop and validate an automated pipeline that could assist the diagnosis of active aortitis using radiomic imaging biomarkers derived from [18F]-Fluorodeoxyglucose Positron Emission Tomography-Computed Tomography (FDG PET-CT) images. The aorta was automatically segmented by convolutional neural network (CNN) on FDG PET-CT of aortitis and control patients. The FDG PET-CT dataset was split into training (43 aortitis:21 control), test (12 aortitis:5 control) and validation (24 aortitis:14 control) cohorts. Radiomic features (RF), including SUV metrics, were extracted from the segmented data and harmonized. Three radiomic fingerprints were constructed: A-RFs with high diagnostic utility removing highly correlated RFs; B used principal component analysis (PCA); C-Random Forest intrinsic feature selection. The diagnostic utility was evaluated with accuracy and area under the receiver operating characteristic curve (AUC). Several RFs and Fingerprints had high AUC values (AUC > 0.8), confirmed by balanced accuracy, across training, test and external validation datasets. Good diagnostic performance achieved across several multi-centre datasets suggests that a radiomic pipeline can be generalizable. These findings could be used to build an automated clinical decision tool to facilitate objective and standardized assessment regardless of observer experience.
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Affiliation(s)
- Lisa M. Duff
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- Institute of Medical and Biological Engineering, University of Leeds, Leeds LS2 9JT, UK
| | - Andrew F. Scarsbrook
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- Department of Radiology, St. James University Hospital, Leeds LS9 7TF, UK
| | - Nishant Ravikumar
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- Center for Computational Imaging and Simulation Technologies in Biomedicine, University of Leeds, Leeds LS2 9JT, UK
| | - Russell Frood
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- Department of Radiology, St. James University Hospital, Leeds LS9 7TF, UK
| | - Gijs D. van Praagh
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Sarah L. Mackie
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- NIHR Leeds Biomedical Research Centre and NIHR Leeds MedTech and In Vitro Diagnostics Co-Operative, Leeds Teaching Hospitals NHS Trust, Leeds LS7 4SA, UK
| | - Marc A. Bailey
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- The Leeds Vascular Institute, Leeds General Infirmary, Leeds LS2 9NS, UK
| | - Jason M. Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Justin C. Mason
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - Kornelis S. M. van der Geest
- Department of Rheumatology and Clinical Immunology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Riemer H. J. A. Slart
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
- Department of Biomedical Photonic Imaging, Faculty of Science and Technology, University of Twente, 7522 NB Enschede, The Netherlands
| | - Ann W. Morgan
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- NIHR Leeds Biomedical Research Centre and NIHR Leeds MedTech and In Vitro Diagnostics Co-Operative, Leeds Teaching Hospitals NHS Trust, Leeds LS7 4SA, UK
| | - Charalampos Tsoumpas
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
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6
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Ćorović A, Wall C, Nus M, Gopalan D, Huang Y, Imaz M, Zulcinski M, Peverelli M, Uryga A, Lambert J, Bressan D, Maughan RT, Pericleous C, Dubash S, Jordan N, Jayne DR, Hoole SP, Calvert PA, Dean AF, Rassl D, Barwick T, Iles M, Frontini M, Hannon G, Manavaki R, Fryer TD, Aloj L, Graves MJ, Gilbert FJ, Dweck MR, Newby DE, Fayad ZA, Reynolds G, Morgan AW, Aboagye EO, Davenport AP, Jørgensen HF, Mallat Z, Bennett MR, Peters JE, Rudd JHF, Mason JC, Tarkin JM. Somatostatin Receptor PET/MR Imaging of Inflammation in Patients With Large Vessel Vasculitis and Atherosclerosis. J Am Coll Cardiol 2023; 81:336-354. [PMID: 36697134 PMCID: PMC9883634 DOI: 10.1016/j.jacc.2022.10.034] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 10/03/2022] [Accepted: 10/24/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND Assessing inflammatory disease activity in large vessel vasculitis (LVV) can be challenging by conventional measures. OBJECTIVES We aimed to investigate somatostatin receptor 2 (SST2) as a novel inflammation-specific molecular imaging target in LVV. METHODS In a prospective, observational cohort study, in vivo arterial SST2 expression was assessed by positron emission tomography/magnetic resonance imaging (PET/MRI) using 68Ga-DOTATATE and 18F-FET-βAG-TOCA. Ex vivo mapping of the imaging target was performed using immunofluorescence microscopy; imaging mass cytometry; and bulk, single-cell, and single-nucleus RNA sequencing. RESULTS Sixty-one participants (LVV: n = 27; recent atherosclerotic myocardial infarction of ≤2 weeks: n = 25; control subjects with an oncologic indication for imaging: n = 9) were included. Index vessel SST2 maximum tissue-to-blood ratio was 61.8% (P < 0.0001) higher in active/grumbling LVV than inactive LVV and 34.6% (P = 0.0002) higher than myocardial infarction, with good diagnostic accuracy (area under the curve: ≥0.86; P < 0.001 for both). Arterial SST2 signal was not elevated in any of the control subjects. SST2 PET/MRI was generally consistent with 18F-fluorodeoxyglucose PET/computed tomography imaging in LVV patients with contemporaneous clinical scans but with very low background signal in the brain and heart, allowing for unimpeded assessment of nearby coronary, myocardial, and intracranial artery involvement. Clinically effective treatment for LVV was associated with a 0.49 ± 0.24 (standard error of the mean [SEM]) (P = 0.04; 22.3%) reduction in the SST2 maximum tissue-to-blood ratio after 9.3 ± 3.2 months. SST2 expression was localized to macrophages, pericytes, and perivascular adipocytes in vasculitis specimens, with specific receptor binding confirmed by autoradiography. SSTR2-expressing macrophages coexpressed proinflammatory markers. CONCLUSIONS SST2 PET/MRI holds major promise for diagnosis and therapeutic monitoring in LVV. (PET Imaging of Giant Cell and Takayasu Arteritis [PITA], NCT04071691; Residual Inflammation and Plaque Progression Long-Term Evaluation [RIPPLE], NCT04073810).
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Affiliation(s)
- Andrej Ćorović
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Christopher Wall
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Meritxell Nus
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Deepa Gopalan
- Department of Radiology, Imperial College Healthcare National Health Service (NHS) Trust, London, United Kingdom; Department of Radiology, Cambridge University Hospitals NHS Trust, Cambridge, United Kingdom
| | - Yuan Huang
- Engineering and Physical Sciences Research Council Centre for Mathematical Imaging in Healthcare, University of Cambridge, Cambridge, United Kingdom
| | - Maria Imaz
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Michal Zulcinski
- Leeds Institute of Cardiovascular & Metabolic Medicine, University of Leeds, Leeds, United Kingdom
| | - Marta Peverelli
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom; Vascular Sciences, National Heart & Lung Institute, Imperial College London, London, United Kingdom
| | - Anna Uryga
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Jordi Lambert
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Dario Bressan
- Cancer Research UK Cambridge Institute, Cambridge, United Kingdom
| | - Robert T Maughan
- Vascular Sciences, National Heart & Lung Institute, Imperial College London, London, United Kingdom
| | - Charis Pericleous
- Vascular Sciences, National Heart & Lung Institute, Imperial College London, London, United Kingdom
| | - Suraiya Dubash
- Department of Oncology, University College London NHS Trust, London, United Kingdom; Department of Surgery & Cancer, Imperial College London, London, United Kingdom
| | - Natasha Jordan
- Department of Rheumatology, Cambridge University Hospitals NHS Trust, Cambridge, United Kingdom
| | - David R Jayne
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Stephen P Hoole
- Department of Cardiology, Royal Papworth Hospital NHS Trust, Cambridge, United Kingdom
| | - Patrick A Calvert
- Department of Cardiology, Royal Papworth Hospital NHS Trust, Cambridge, United Kingdom
| | - Andrew F Dean
- Department of Histopathology, Cambridge University Hospitals NHS Trust, Cambridge, United Kingdom
| | - Doris Rassl
- Department of Histopathology, Royal Papworth Hospital NHS Trust, Cambridge, United Kingdom
| | - Tara Barwick
- Department of Radiology, Imperial College Healthcare National Health Service (NHS) Trust, London, United Kingdom; Department of Surgery & Cancer, Imperial College London, London, United Kingdom
| | - Mark Iles
- Leeds Institute of Cardiovascular & Metabolic Medicine, University of Leeds, Leeds, United Kingdom
| | - Mattia Frontini
- Institute of Biomedical & Clinical Science, University of Exeter Medical School, Exeter, United Kingdom
| | - Greg Hannon
- Cancer Research UK Cambridge Institute, Cambridge, United Kingdom
| | - Roido Manavaki
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom
| | - Tim D Fryer
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Luigi Aloj
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom
| | - Martin J Graves
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom
| | - Fiona J Gilbert
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom
| | - Marc R Dweck
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - David E Newby
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Zahi A Fayad
- BioMedical Engineering & Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Gary Reynolds
- Department of Rheumatology, University of Newcastle, Newcastle, United Kingdom
| | - Ann W Morgan
- Leeds Institute of Cardiovascular & Metabolic Medicine, University of Leeds, Leeds, United Kingdom
| | - Eric O Aboagye
- Department of Surgery & Cancer, Imperial College London, London, United Kingdom
| | - Anthony P Davenport
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Helle F Jørgensen
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Ziad Mallat
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Martin R Bennett
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - James E Peters
- Centre for Inflammatory Disease, Imperial College London, London, United Kingdom
| | - James H F Rudd
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Justin C Mason
- Vascular Sciences, National Heart & Lung Institute, Imperial College London, London, United Kingdom
| | - Jason M Tarkin
- Section of Cardiorespiratory Medicine, University of Cambridge, Cambridge, United Kingdom; Vascular Sciences, National Heart & Lung Institute, Imperial College London, London, United Kingdom.
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Abstract
Multimodality cardiovascular imaging is an essential component of the clinical management of patients with large-vessel vasculitis (LVV), a chronic, relapsing and remitting inflammatory disease of the aorta and its major branches. Imaging is needed to confirm the initial diagnosis, to survey the extent and severity of arterial involvement, to screen for cardiovascular complications and for subsequent long-term disease monitoring. Indeed, diagnosing LVV can be challenging due to the non-specific nature of the presenting symptoms, which often evoke a broad differential. Identification of disease flares and persistent residual arteritis following conventional treatments for LVV present additional clinical challenges. However, by identifying and tracking arterial inflammation and injury, multimodality imaging can help direct the use of disease-modifying treatments that suppress inflammation and prevent or slow disease progression. Each of the non-invasive imaging modalities can provide unique and complementary information, contributing to different aspects of the overall clinical assessment. This article provides a focused review of the many roles of multimodality imaging in LVV.
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Affiliation(s)
- Jason M Tarkin
- Section of Cardiorespiratory Medicine, University of Cambridge, Heart & Lung Research Institute, Cambridge, UK
| | - Deepa Gopalan
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.,Department of Radiology, Imperial College Healthcare NHS Trust, London, UK
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8
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Abstract
The use of positron emission tomography imaging with 18F-fluorodeoxyglucose in the diagnostic workup of patients with suspected prosthetic valve endocarditis and cardiac device infection (implantable electronic device and left ventricular assist device) is gaining momentum in clinical practice. However, in the absence of prospective randomized trials, guideline recommendations about 18F-fluorodeoxyglucose positron emission tomography in this setting are currently largely based on expert opinion. Measurement of aortic valve microcalcification occurring as a healing response to valvular inflammation using 18F-sodium fluoride positron emission tomography represents another promising clinical approach, which is associated with both the risk of native valve stenosis progression and bioprosthetic valve degeneration in research trials. In this review, we consider the role of molecular imaging in cardiac valvular diseases, including aortic stenosis and valvular endocarditis, as well as cardiac device infections.
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Affiliation(s)
- Jason M Tarkin
- Heart and Lung Research Institute, University of Cambridge, UK (J.M.T.)
| | - Wengen Chen
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, MD (W.C., V.D.)
| | - Marc R Dweck
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, UK (M.R.D.)
| | - Vasken Dilsizian
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, MD (W.C., V.D.)
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9
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Ćorović A, Gopalan D, Wall C, Peverelli M, Hoole SP, Calvert PA, Manavaki R, Fryer TD, Aloj L, Graves MJ, Bennett MR, Rudd JH, Tarkin JM. Novel Approach for Assessing Postinfarct Myocardial Injury and Inflammation Using Hybrid Somatostatin Receptor Positron Emission Tomography/Magnetic Resonance Imaging. Circ Cardiovasc Imaging 2023; 16:e014538. [PMID: 36649455 PMCID: PMC9848209 DOI: 10.1161/circimaging.122.014538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
- Andrej Ćorović
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
| | - Deepa Gopalan
- Department of Radiology, Cambridge University Hospitals NHS Trust, United Kingdom (D.G.)
| | - Christopher Wall
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
| | - Marta Peverelli
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
| | - Stephen P. Hoole
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
- Department of Cardiology, Royal Papworth Hospital NHS Trust, United Kingdom (S.P.H., P.A.C.)
| | - Patrick A. Calvert
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
- Department of Cardiology, Royal Papworth Hospital NHS Trust, United Kingdom (S.P.H., P.A.C.)
| | - Roido Manavaki
- Department of Radiology (R.M., L.A., M.J.G.), University of Cambridge, United Kingdom
| | - Tim D. Fryer
- Department of Clinical Neurosciences (T.D.F.), University of Cambridge, United Kingdom
| | - Luigi Aloj
- Department of Radiology (R.M., L.A., M.J.G.), University of Cambridge, United Kingdom
| | - Martin J. Graves
- Department of Radiology (R.M., L.A., M.J.G.), University of Cambridge, United Kingdom
| | - Martin R. Bennett
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
| | - James H.F. Rudd
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
| | - Jason M. Tarkin
- Section of CardioRespiratory Medicine (A.C., C.W., M.P., S.P.H., P.A.C., M.R.B., J.H.F.R., J.M.T.), University of Cambridge, United Kingdom
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10
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Corovic A, Nus M, Peverelli M, Gopalan D, Calvert PA, Hoole SP, Manavaki R, Fryer T, Aloj L, Graves MJ, Dweck MR, Newby DE, Mallat Z, Rudd JHF, Tarkin JM. Imaging of post-infarct myocardial inflammation with 68Ga-DOTATATE PET/MRI. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
After myocardial infarction (MI), inflammation and its resolution modulate the extent of myocardial damage. 68Ga-DOTATATE is a PET tracer that binds to somatostatin receptor 2 (SST2), which is up-regulated in pro-inflammatory macrophages [1].
Purpose
We investigated 68Ga-DOTATATE PET/MRI for quantifying post-infarct myocardial inflammation.
Methods
In this prospective observational cohort study, participants with MI underwent 68Ga-DOTATATE PET/MRI at baseline (t0: <2 weeks post-MI) and 3 months (t3M). Patients with prior MI, heart failure, coronary revascularisation, or contraindication to PET/MRI, were excluded. Blood samples were taken at the time of imaging for high sensitivity CRP (hsCRP), high sensitivity troponin I (hsTnI), NTproBNP and peripheral blood monocyte subset counts measured by mass cytometry. 68Ga-DOTATATE maximum Standardised Uptake Values (SUV) and Tissue-to-Background Ratios (TBR) adjusted for blood pool activity were compared in the infarct defined by late gadolinium enhancement (LGE) MRI to remote myocardium at t0 and t3M.
Results
Thirty-two patients (mean age 59 [SD 9] years; 26 [81%] male and 6 [19%] female), comprised of 18 (56%) patients with ST elevation MI and 14 (44%) with non-ST elevation MI, were enrolled. Mean peak troponin was 16,953ng/L (range 408 to >25,000ng/L), and 16 (52%) patients had left ventricular impairment (ejection fraction <50%).
68Ga-DOTATATE PET signal co-localised with myocardial LGE and focal oedema (arrows) on T2-weighted MRI (Fig. 1; asterisk: culprit artery) and had excellent ability to discriminate infarct from remote regions (t0: infarct SUV 2.41 vs. remote 1.58, p<0.0001; t0: infarct TBR 5.08 vs. 3.35, p<0.0001; Fig. 2a).
At 100 (SD 13) days after MI (n=23 patients), residual 68Ga-DOTATATE uptake in the infarct remained higher than remote myocardium (t3M: infarct SUV 1.88 vs. remote 1.27, p<0.0001; t3M: infarct TBR 3.96 vs. remote 2.73, p<0.0001), but was reduced compared to baseline (SUV −22%, p<0.0001; TBR −22%, p=0.002; Fig. 2b).
Reduction in infarct 68Ga-DOTATATE uptake was consistent with overall decreases in hsCRP (2.16 vs. 8.76 mg/L), hsTnI (19 vs. 1365 ng/L) and NTproBNP (372 vs. 959 pg/mL) at t3M vs. t0 (n=23, all p<0.05). Focal oedema on MRI was resolved in 17 (74%) patients at t3M. Infarct-to-remote TBR ratio at t0 was correlated with hsTnI (r=0.35, p<0.05). At t3M (n=9 samples) vs t0 (n=20 samples), there was a reduction in % classical-to-non-classical ratio of peripheral monocytes (mean 6.5 [SD 3.8] vs. 14.4 [SD 11.2], p=0.005).
Conclusions
This is the first prospective study of serial 68Ga-DOTATATE PET/MRI in patients after MI. Here we show that 68Ga-DOTATATE tracks resolving myocardial inflammation. Ongoing work as part of this study seeks to confirm the cellular origin of infarct-related 68Ga-DOTATATE PET signal and SST2 expression within inflamed myocardial tissue, and test its longer-term association with ischaemic myocardial remodelling.
Funding Acknowledgement
Type of funding sources: Foundation. Main funding source(s): Wellcome TrustBritish Heart Foundation
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Affiliation(s)
- A Corovic
- University of Cambridge , Cambridge , United Kingdom
| | - M Nus
- University of Cambridge , Cambridge , United Kingdom
| | - M Peverelli
- University of Cambridge , Cambridge , United Kingdom
| | - D Gopalan
- Cambridge University Hospitals NHS Foundation Trust , Cambridge , United Kingdom
| | - P A Calvert
- Royal Papworth Hospital NHS Foundation Trust , Cambridge , United Kingdom
| | - S P Hoole
- Royal Papworth Hospital NHS Foundation Trust , Cambridge , United Kingdom
| | - R Manavaki
- University of Cambridge , Cambridge , United Kingdom
| | - T Fryer
- University of Cambridge , Cambridge , United Kingdom
| | - L Aloj
- University of Cambridge , Cambridge , United Kingdom
| | - M J Graves
- University of Cambridge , Cambridge , United Kingdom
| | - M R Dweck
- University of Edinburgh , Edinburgh , United Kingdom
| | - D E Newby
- University of Edinburgh , Edinburgh , United Kingdom
| | - Z Mallat
- University of Cambridge , Cambridge , United Kingdom
| | - J H F Rudd
- University of Cambridge , Cambridge , United Kingdom
| | - J M Tarkin
- University of Cambridge , Cambridge , United Kingdom
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11
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Taglieri N, Bonfiglioli R, Bon I, Malosso P, Corovic A, Bruno M, Le E, Granozzi B, Palmerini T, Ghetti G, Tamburello M, Bruno AG, Saia F, Tarkin JM, Rudd JHF, Calza L, Fanti S, Re MC, Galié N. Pattern of arterial inflammation and inflammatory markers in people living with HIV compared with uninfected people. J Nucl Cardiol 2022; 29:1566-1575. [PMID: 33569752 PMCID: PMC9345795 DOI: 10.1007/s12350-020-02522-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 12/25/2020] [Indexed: 11/03/2022]
Abstract
STUDY DESIGN To compare arterial inflammation (AI) between people living with HIV (PLWH) and uninfected people as assessed by 18F-Fluorodeoxyglucose (18F-FDG)-positron emission tomography (PET). METHODS We prospectively enrolled 20 PLWH and 20 uninfected people with no known cardiovascular disease and at least 3 traditional cardiovascular risk factors. All patients underwent 18F-FDG-PET/computed tomography (CT) of the thorax and neck. Biomarkers linked to inflammation and atherosclerosis were also determined. The primary outcome was AI in ascending aorta (AA) measured as mean maximum target-to-background ratio (TBRmax). The independent relationships between HIV status and both TBRmax and biomarkers were evaluated by multivariable linear regression adjusted for body mass index, creatinine, statin therapy, and atherosclerotic cardiovascular 10-year estimated risk (ASCVD). RESULTS Unadjusted mean TBRmax in AA was slightly higher but not statistically different (P = .18) in PLWH (2.07; IQR 1.97, 2.32]) than uninfected people (2.01; IQR 1.85, 2.16]). On multivariable analysis, PLWH had an independent risk of increased mean log-TBRmax in AA (coef = 0.12; 95%CI 0.01,0.22; P = .032). HIV infection was independently associated with higher values of interleukin-10 (coef = 0.83; 95%CI 0.34, 1.32; P = .001), interferon-γ (coef. = 0.90; 95%CI 0.32, 1.47; P = .003), and vascular cell adhesion molecule-1 (VCAM-1) (coef. = 0.75; 95%CI: 0.42, 1.08, P < .001). CONCLUSIONS In patients with high cardiovascular risk, HIV status was an independent predictor of increased TBRmax in AA. PLWH also had an increased independent risk of IFN-γ, IL-10, and VCAM-1 levels.
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Affiliation(s)
- Nevio Taglieri
- Division of Cardiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St.Orsola, Alma Mater Studiorum-University of Bologna, Via Massarenti 9, 40138, Bologna, Italy.
| | - Rachele Bonfiglioli
- Division of Nuclear Medicine, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Isabella Bon
- Division of Microbiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Pietro Malosso
- Department of Medical and Surgical Sciences, Clinics of Infectious Diseases, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Andrej Corovic
- Division of Cardiovascular Medicine, Addenbrookes Hospital, University of Cambridge, Cambridge, UK
| | - Matteo Bruno
- Division of Cardiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St.Orsola, Alma Mater Studiorum-University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
| | - Elizabeth Le
- Division of Cardiovascular Medicine, Addenbrookes Hospital, University of Cambridge, Cambridge, UK
| | - Bianca Granozzi
- Department of Medical and Surgical Sciences, Clinics of Infectious Diseases, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Tullio Palmerini
- Division of Cardiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St.Orsola, Alma Mater Studiorum-University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
| | - Gabriele Ghetti
- Division of Cardiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St.Orsola, Alma Mater Studiorum-University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
| | - Martina Tamburello
- Division of Microbiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Antonio Giulio Bruno
- Division of Cardiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St.Orsola, Alma Mater Studiorum-University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
| | - Francesco Saia
- Division of Cardiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St.Orsola, Alma Mater Studiorum-University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, Addenbrookes Hospital, University of Cambridge, Cambridge, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, Addenbrookes Hospital, University of Cambridge, Cambridge, UK
| | - Leonardo Calza
- Department of Medical and Surgical Sciences, Clinics of Infectious Diseases, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Stefano Fanti
- Division of Nuclear Medicine, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Maria Carla Re
- Division of Microbiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St. Orsola, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Nazzareno Galié
- Division of Cardiology, Department of Experimental Diagnostic and Specialty Medicine, IRCCS Policlinico di St.Orsola, Alma Mater Studiorum-University of Bologna, Via Massarenti 9, 40138, Bologna, Italy
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12
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Tarkin JM, Gonçalves I. Could targeting the macrophage urokinase-type plasminogen activator receptor be a bullseye for PET imaging of atherosclerotic plaque inflammation? Atherosclerosis 2022; 352:80-82. [DOI: 10.1016/j.atherosclerosis.2022.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 05/10/2022] [Accepted: 05/12/2022] [Indexed: 11/29/2022]
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13
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Toner YC, Ghotbi AA, Naidu S, Sakurai K, van Leent MMT, Jordan S, Ordikhani F, Amadori L, Sofias AM, Fisher EL, Maier A, Sullivan N, Munitz J, Senders ML, Mason C, Reiner T, Soultanidis G, Tarkin JM, Rudd JHF, Giannarelli C, Ochando J, Pérez-Medina C, Kjaer A, Mulder WJM, Fayad ZA, Calcagno C. Systematically evaluating DOTATATE and FDG as PET immuno-imaging tracers of cardiovascular inflammation. Sci Rep 2022; 12:6185. [PMID: 35418569 PMCID: PMC9007951 DOI: 10.1038/s41598-022-09590-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 03/22/2022] [Indexed: 02/08/2023] Open
Abstract
In recent years, cardiovascular immuno-imaging by positron emission tomography (PET) has undergone tremendous progress in preclinical settings. Clinically, two approved PET tracers hold great potential for inflammation imaging in cardiovascular patients, namely FDG and DOTATATE. While the former is a widely applied metabolic tracer, DOTATATE is a relatively new PET tracer targeting the somatostatin receptor 2 (SST2). In the current study, we performed a detailed, head-to-head comparison of DOTATATE-based radiotracers and [18F]F-FDG in mouse and rabbit models of cardiovascular inflammation. For mouse experiments, we labeled DOTATATE with the long-lived isotope [64Cu]Cu to enable studying the tracer's mode of action by complementing in vivo PET/CT experiments with thorough ex vivo immunological analyses. For translational PET/MRI rabbit studies, we employed the more widely clinically used [68Ga]Ga-labeled DOTATATE, which was approved by the FDA in 2016. DOTATATE's pharmacokinetics and timed biodistribution were determined in control and atherosclerotic mice and rabbits by ex vivo gamma counting of blood and organs. Additionally, we performed in vivo PET/CT experiments in mice with atherosclerosis, mice subjected to myocardial infarction and control animals, using both [64Cu]Cu-DOTATATE and [18F]F-FDG. To evaluate differences in the tracers' cellular specificity, we performed ensuing ex vivo flow cytometry and gamma counting. In mice subjected to myocardial infarction, in vivo [64Cu]Cu-DOTATATE PET showed higher differential uptake between infarcted (SUVmax 1.3, IQR, 1.2-1.4, N = 4) and remote myocardium (SUVmax 0.7, IQR, 0.5-0.8, N = 4, p = 0.0286), and with respect to controls (SUVmax 0.6, IQR, 0.5-0.7, N = 4, p = 0.0286), than [18F]F-FDG PET. In atherosclerotic mice, [64Cu]Cu-DOTATATE PET aortic signal, but not [18F]F-FDG PET, was higher compared to controls (SUVmax 1.1, IQR, 0.9-1.3 and 0.5, IQR, 0.5-0.6, respectively, N = 4, p = 0.0286). In both models, [64Cu]Cu-DOTATATE demonstrated preferential accumulation in macrophages with respect to other myeloid cells, while [18F]F-FDG was taken up by macrophages and other leukocytes. In a translational PET/MRI study in atherosclerotic rabbits, we then compared [68Ga]Ga-DOTATATE and [18F]F-FDG for the assessment of aortic inflammation, combined with ex vivo radiometric assays and near-infrared imaging of macrophage burden. Rabbit experiments showed significantly higher aortic accumulation of both [68Ga]Ga-DOTATATE and [18F]F-FDG in atherosclerotic (SUVmax 0.415, IQR, 0.338-0.499, N = 32 and 0.446, IQR, 0.387-0.536, N = 27, respectively) compared to control animals (SUVmax 0.253, IQR, 0.197-0.285, p = 0.0002, N = 10 and 0.349, IQR, 0.299-0.423, p = 0.0159, N = 11, respectively). In conclusion, we present a detailed, head-to-head comparison of the novel SST2-specific tracer DOTATATE and the validated metabolic tracer [18F]F-FDG for the evaluation of inflammation in small animal models of cardiovascular disease. Our results support further investigations on the use of DOTATATE to assess cardiovascular inflammation as a complementary readout to the widely used [18F]F-FDG.
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Affiliation(s)
- Yohana C Toner
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Adam A Ghotbi
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Clinical Physiology, Nuclear Medicine and PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Sonum Naidu
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ken Sakurai
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mandy M T van Leent
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stefan Jordan
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Institute of Microbiology, Infectious Diseases and Immunology, Berlin, Germany
| | - Farideh Ordikhani
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Letizia Amadori
- Department of Genetics and Genomic Sciences, Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- New York University Cardiovascular Research Center, Department of Medicine, Leon H. Charney Division of Cardiology, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
| | - Alexandros Marios Sofias
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Elizabeth L Fisher
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alexander Maier
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Cardiology and Angiology I, Faculty of Medicine, Heart Center Freiburg University, University of Freiburg, Freiburg, Germany
| | - Nathaniel Sullivan
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jazz Munitz
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Max L Senders
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medical Biochemistry, Academic Medical Center, Amsterdam, The Netherlands
| | - Christian Mason
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Thomas Reiner
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Department of Radiology and Chemical Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Radiology, Weill Cornell Medical College, New York, NY, USA
| | - Georgios Soultanidis
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Chiara Giannarelli
- Department of Genetics and Genomic Sciences, Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- New York University Cardiovascular Research Center, Department of Medicine, Leon H. Charney Division of Cardiology, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
- Cardiovascular Research Center, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jordi Ochando
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Transplant Immunology Unit, National Center of Microbiology, Instituto de Salud Carlos III, Madrid, Spain
| | - Carlos Pérez-Medina
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
| | - Andreas Kjaer
- Department of Clinical Physiology, Nuclear Medicine and PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Willem J M Mulder
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
- Laboratory of Chemical Biology, Department of Biochemical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Zahi A Fayad
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Claudia Calcagno
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, PO Box: 1234, New York, NY, 10029, USA.
- Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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14
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Kwiecinski J, Tzolos E, Cartlidge TRG, Fletcher A, Doris MK, Bing R, Tarkin JM, Seidman MA, Gulsin GS, Cruden NL, Barton AK, Uren NG, Williams MC, van Beek EJR, Leipsic J, Dey D, Makkar RR, Slomka PJ, Rudd JHF, Newby DE, Sellers SL, Berman DS, Dweck MR. Native Aortic Valve Disease Progression and Bioprosthetic Valve Degeneration in Patients With Transcatheter Aortic Valve Implantation. Circulation 2021; 144:1396-1408. [PMID: 34455857 PMCID: PMC8542078 DOI: 10.1161/circulationaha.121.056891] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Supplemental Digital Content is available in the text. Background: Major uncertainties remain regarding disease activity within the retained native aortic valve, and regarding bioprosthetic valve durability, after transcatheter aortic valve implantation (TAVI). We aimed to assess native aortic valve disease activity and bioprosthetic valve durability in patients with TAVI in comparison with subjects with bioprosthetic surgical aortic valve replacement (SAVR). Methods: In a multicenter cross-sectional observational cohort study, patients with TAVI or bioprosthetic SAVR underwent baseline echocardiography, computed tomography angiography, and 18F-sodium fluoride (18F-NaF) positron emission tomography. Participants (n=47) were imaged once with 18F-NaF positron emission tomography/computed tomography either at 1 month (n=9, 19%), 2 years (n=22, 47%), or 5 years (16, 34%) after valve implantation. Patients subsequently underwent serial echocardiography to assess for changes in valve hemodynamic performance (change in peak aortic velocity) and evidence of structural valve dysfunction. Comparisons were made with matched patients with bioprosthetic SAVR (n=51) who had undergone the same imaging protocol. Results: In patients with TAVI, native aortic valves demonstrated 18F-NaF uptake around the outside of the bioprostheses that showed a modest correlation with the time from TAVI (r=0.36, P=0.023). 18F-NaF uptake in the bioprosthetic leaflets was comparable between the SAVR and TAVI groups (target-to-background ratio, 1.3 [1.2–1.7] versus 1.3 [1.2–1.5], respectively; P=0.27). The frequencies of imaging evidence of bioprosthetic valve degeneration at baseline were similar on echocardiography (6% versus 8%, respectively; P=0.78), computed tomography (15% versus 14%, respectively; P=0.87), and positron emission tomography (15% versus 29%, respectively; P=0.09). Baseline 18F-NaF uptake was associated with a subsequent change in peak aortic velocity for both TAVI (r=0.7, P<0.001) and SAVR (r=0.7, P<0.001). On multivariable analysis, 18F-NaF uptake was the only predictor of peak velocity progression (P<0.001). Conclusions: In patients with TAVI, native aortic valves demonstrate evidence of ongoing active disease. Across imaging modalities, TAVI degeneration is of similar magnitude to bioprosthetic SAVR, suggesting comparable midterm durability. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT02304276.
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Affiliation(s)
- Jacek Kwiecinski
- Department of Interventional Cardiology and Angiology, Institute of Cardiology, Warsaw, Poland (J.K.)
| | - Evangelos Tzolos
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Timothy R G Cartlidge
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Alexander Fletcher
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Mhairi K Doris
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Rong Bing
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, UK (J.M.T., J.H.F.R.)
| | | | - Gaurav S Gulsin
- Department of Radiology, Centre for Cardiovascular Innovation, & Centre for Heart Lung Innovation, University of British Columbia & St. Paul's Hospital, Canada (J.Z.S., G.S.G., J.L., S.K.S.)
| | - Nicholas L Cruden
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Anna K Barton
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Neal G Uren
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Michelle C Williams
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Edwin J R van Beek
- Edinburgh Imaging, facility QMRI (E.J.R.v.B.), University of Edinburgh, UK
| | - Jonathon Leipsic
- Department of Radiology, Centre for Cardiovascular Innovation, & Centre for Heart Lung Innovation, University of British Columbia & St. Paul's Hospital, Canada (J.Z.S., G.S.G., J.L., S.K.S.)
| | - Damini Dey
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA (D.D., R.R.M., P.J.S., D.S.B.)
| | - Raj R Makkar
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA (D.D., R.R.M., P.J.S., D.S.B.)
| | - Piotr J Slomka
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA (D.D., R.R.M., P.J.S., D.S.B.)
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, UK (J.M.T., J.H.F.R.)
| | - David E Newby
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
| | - Stephanie L Sellers
- Department of Radiology, Centre for Cardiovascular Innovation, & Centre for Heart Lung Innovation, University of British Columbia & St. Paul's Hospital, Canada (J.Z.S., G.S.G., J.L., S.K.S.)
| | - Daniel S Berman
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA (D.D., R.R.M., P.J.S., D.S.B.)
| | - Marc R Dweck
- Centre for Cardiovascular Science (E.T., T.R.G.C., A.F., M.K.D., R.B., N.L.C., A.K.B., N.G.U., M.C.W., E.J.R.v.B., D.E.N., M.R.D.), University of Edinburgh, UK
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15
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Evans NR, Tarkin JM, Walsh J, Chowdhury MM, Patterson AJ, Graves MJ, Rudd JHF, Warburton EA. Carotid Atheroinflammation Is Associated With Cerebral Small Vessel Disease Severity. Front Neurol 2021; 12:690935. [PMID: 34531813 PMCID: PMC8438317 DOI: 10.3389/fneur.2021.690935] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Accepted: 07/30/2021] [Indexed: 11/17/2022] Open
Abstract
Background: Atherosclerosis is a systemic inflammatory disease, with common inflammatory processes implicated in both atheroma vulnerability and blood-brain barrier disruption. This prospective multimodal imaging study aimed to measure directly the association between systemic atheroma inflammation (“atheroinflammation”) and downstream chronic cerebral small vessel disease severity. Methods: Twenty-six individuals with ischemic stroke with ipsilateral carotid artery stenosis of >50% underwent 18fluoride-fluorodeoxyglucose-positron emission tomography within 2 weeks of stroke. Small vessel disease severity and white matter hyperintensity volume were assessed using 3-tesla magnetic resonance imaging also within 2 weeks of stroke. Results: Fluorodeoxyglucose uptake was independently associated with more severe small vessel disease (odds ratio 6.18, 95% confidence interval 2.1–18.2, P < 0.01 for the non-culprit carotid artery) and larger white matter hyperintensity volumes (coefficient = 14.33 mL, P < 0.01 for the non-culprit carotid artery). Conclusion: These proof-of-concept results have important implications for our understanding of the neurovascular interface and potential therapeutic exploitation in the management of systemic atherosclerosis, particularly non-stenotic disease previously considered asymptomatic, in order to reduce the burden of chronic cerebrovascular disease.
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Affiliation(s)
- Nicholas R Evans
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom.,Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Jessica Walsh
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | | | - Andrew J Patterson
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom
| | - Martin J Graves
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth A Warburton
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
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16
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Wall C, Huang Y, Le EPV, Ćorović A, Uy CP, Gopalan D, Ma C, Manavaki R, Fryer TD, Aloj L, Graves MJ, Tombetti E, Ariff B, Bambrough P, Hoole SP, Rusk RA, Jayne DR, Dweck MR, Newby D, Fayad ZA, Bennett MR, Peters JE, Slomka P, Dey D, Mason JC, Rudd JHF, Tarkin JM. Pericoronary and periaortic adipose tissue density are associated with inflammatory disease activity in Takayasu arteritis and atherosclerosis. Eur Heart J Open 2021; 1:oeab019. [PMID: 34661196 PMCID: PMC8508012 DOI: 10.1093/ehjopen/oeab019] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/26/2021] [Accepted: 08/04/2021] [Indexed: 12/20/2022]
Abstract
AIMS To examine pericoronary adipose tissue (PCAT) and periaortic adipose tissue (PAAT) density on coronary computed tomography angiography for assessing arterial inflammation in Takayasu arteritis (TAK) and atherosclerosis. METHODS AND RESULTS PCAT and PAAT density was measured in coronary (n = 1016) and aortic (n = 108) segments from 108 subjects [TAK + coronary artery disease (CAD), n = 36; TAK, n = 18; atherosclerotic CAD, n = 32; matched controls, n = 22]. Median PCAT and PAAT densities varied between groups (mPCAT: P < 0.0001; PAAT: P = 0.0002). PCAT density was 7.01 ± standard error of the mean (SEM) 1.78 Hounsfield Unit (HU) higher in coronary segments from TAK + CAD patients than stable CAD patients (P = 0.0002), and 8.20 ± SEM 2.04 HU higher in TAK patients without CAD than controls (P = 0.0001). mPCAT density was correlated with Indian Takayasu Clinical Activity Score (r = 0.43, P = 0.001) and C-reactive protein (r = 0.41, P < 0.0001) and was higher in active vs. inactive TAK (P = 0.002). mPCAT density above -74 HU had 100% sensitivity and 95% specificity for differentiating active TAK from controls [area under the curve = 0.99 (95% confidence interval 0.97-1)]. The association of PCAT density and coronary arterial inflammation measured by 68Ga-DOTATATE positron emission tomography (PET) equated to an increase of 2.44 ± SEM 0.77 HU in PCAT density for each unit increase in 68Ga-DOTATATE maximum tissue-to-blood ratio (P = 0.002). These findings remained in multivariable sensitivity analyses adjusted for potential confounders. CONCLUSIONS PCAT and PAAT density are higher in TAK than atherosclerotic CAD or controls and are associated with clinical, biochemical, and PET markers of inflammation. Owing to excellent diagnostic accuracy, PCAT density could be useful as a clinical adjunct for assessing disease activity in TAK.
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Affiliation(s)
- Christopher Wall
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Yuan Huang
- EPSRC Centre for Mathematical Imaging in Healthcare, University of Cambridge, Cambridge, UK
| | - Elizabeth P V Le
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Andrej Ćorović
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Christopher P Uy
- Vascular Sciences, National Heart & Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Campus, DuCane Road, London, W12 0HS, UK
| | - Deepa Gopalan
- Department of Radiology, Cambridge University Hospitals NHS Trust, Hills Road, Cambridge, CB2 2QQ, UK
- Department of Radiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, W12 0HS, UK
| | - Chuoxin Ma
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
| | - Roido Manavaki
- Department of Radiology, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Tim D Fryer
- Department of Clinical Neurosciences, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Luigi Aloj
- Department of Radiology, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Martin J Graves
- Department of Radiology, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Enrico Tombetti
- Department of biomedical Sciences L. Sacco, Università degli Studi di Milano, Milan, Italy
| | - Ben Ariff
- Department of Radiology, Imperial College Healthcare NHS Trust, Hammersmith Hospital, London, W12 0HS, UK
| | - Paul Bambrough
- Department of Cardiology, Royal Papworth Hospital, Cambridge, UK CB2 0AY, UK
| | - Stephen P Hoole
- Department of Cardiology, Royal Papworth Hospital, Cambridge, UK CB2 0AY, UK
| | - Rosemary A Rusk
- Department of Cardiology, Cambridge University Hospitals NHS Trust, Hills Road, Cambridge, CB2 2QQ, UK
| | - David R Jayne
- Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Marc R Dweck
- Centre for Cardiovascular Science, University of Edinburgh, 47 Little France Crescent, Edinburgh, EH16 4TJ, UK
| | - David Newby
- Centre for Cardiovascular Science, University of Edinburgh, 47 Little France Crescent, Edinburgh, EH16 4TJ, UK
| | - Zahi A Fayad
- BioMedical Engineering & Imaging Institute, Icahn School of Medicine at Mt Sinai, Gustave L. Levy Place, New York, NY 10029-5674, USA
| | - Martin R Bennett
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - James E Peters
- Centre for Inflammatory Diseases, Imperial College London, London, UK
| | - Piotr Slomka
- Department of Medicine, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Damini Dey
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, 116 N Robertson Blvd, Los Angeles, CA, 90048, USA
| | - Justin C Mason
- Vascular Sciences, National Heart & Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Campus, DuCane Road, London, W12 0HS, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 2QQ, UK
- Vascular Sciences, National Heart & Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Campus, DuCane Road, London, W12 0HS, UK
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17
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Abstract
PURPOSE OF REVIEW To examine the use of positron emission tomography (PET) for imaging post-infarct myocardial inflammation and repair. RECENT FINDINGS Dysregulated immune responses after myocardial infarction are associated with adverse cardiac remodelling and an increased likelihood of ischaemic heart failure. PET imaging utilising novel tracers can be applied to visualise different components of the post-infarction inflammatory and repair processes. This approach could offer unique pathophysiological insights that could prove useful for the identification and risk-stratification of individuals who would ultimately benefit most from emerging immune-modulating therapies. PET imaging could also bridge the clinical translational gap as a surrogate measure of drug efficacy in early-stage clinical trials in patients with myocardial infarction. The use of hybrid PET/MR imaging, in particular, offers the additional advantage of simultaneous in vivo molecular imaging and detailed assessment of myocardial function, viability and tissue characterisation. Further research is needed to realise the true clinical translational value of PET imaging after myocardial infarction.
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Affiliation(s)
- Andrej Ćorović
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Meritxell Nus
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Ziad Mallat
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - James H. F. Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Jason M. Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
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18
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Sriranjan RS, Tarkin JM, Evans NR, Le EPV, Chowdhury MM, Rudd JHF. Atherosclerosis imaging using PET: Insights and applications. Br J Pharmacol 2021; 178:2186-2203. [PMID: 31517992 DOI: 10.1111/bph.14868] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 08/02/2019] [Accepted: 08/16/2019] [Indexed: 12/17/2022] Open
Abstract
PET imaging is able to harness biological processes to characterise high-risk features of atherosclerotic plaque prone to rupture. Current radiotracers are able to track inflammation, microcalcification, hypoxia, and neoangiogenesis within vulnerable plaque. 18 F-fluorodeoxyglucose (18 F-FDG) is the most commonly used radiotracer in vascular studies and is employed as a surrogate marker of plaque inflammation. Increasingly, 18 F-FDG and other PET tracers are also being used to provide imaging endpoints in cardiovascular interventional trials. The evolution of novel PET radiotracers, imaging protocols, and hybrid scanners are likely to enable more efficient and accurate characterisation of high-risk plaque. This review explores the role of PET imaging in atherosclerosis with a focus on PET tracers utilised in clinical research and the applications of PET imaging to cardiovascular drug development.
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Affiliation(s)
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Nicholas R Evans
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Elizabeth P V Le
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | | | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
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19
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Le EPV, Rundo L, Tarkin JM, Evans NR, Chowdhury MM, Coughlin PA, Pavey H, Wall C, Zaccagna F, Gallagher FA, Huang Y, Sriranjan R, Le A, Weir-McCall JR, Roberts M, Gilbert FJ, Warburton EA, Schönlieb CB, Sala E, Rudd JHF. Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events. Sci Rep 2021; 11:3499. [PMID: 33568735 PMCID: PMC7876096 DOI: 10.1038/s41598-021-82760-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 01/21/2021] [Indexed: 02/02/2023] Open
Abstract
Radiomics, quantitative feature extraction from radiological images, can improve disease diagnosis and prognostication. However, radiomic features are susceptible to image acquisition and segmentation variability. Ideally, only features robust to these variations would be incorporated into predictive models, for good generalisability. We extracted 93 radiomic features from carotid artery computed tomography angiograms of 41 patients with cerebrovascular events. We tested feature robustness to region-of-interest perturbations, image pre-processing settings and quantisation methods using both single- and multi-slice approaches. We assessed the ability of the most robust features to identify culprit and non-culprit arteries using several machine learning algorithms and report the average area under the curve (AUC) from five-fold cross validation. Multi-slice features were superior to single for producing robust radiomic features (67 vs. 61). The optimal image quantisation method used bin widths of 25 or 30. Incorporating our top 10 non-redundant robust radiomics features into ElasticNet achieved an AUC of 0.73 and accuracy of 69% (compared to carotid calcification alone [AUC: 0.44, accuracy: 46%]). Our results provide key information for introducing carotid CT radiomics into clinical practice. If validated prospectively, our robust carotid radiomic set could improve stroke prediction and target therapies to those at highest risk.
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Affiliation(s)
| | - Leonardo Rundo
- Department of Radiology, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge, UK
| | - Jason M Tarkin
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Nicholas R Evans
- Department of Medicine, University of Cambridge, Cambridge, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Mohammed M Chowdhury
- Division of Vascular Surgery, Department of Surgery, University of Cambridge, Cambridge, UK
| | - Patrick A Coughlin
- Division of Vascular Surgery, Department of Surgery, University of Cambridge, Cambridge, UK
| | - Holly Pavey
- Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, UK
| | - Chris Wall
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Fulvio Zaccagna
- Department of Radiology, University of Cambridge, Cambridge, UK
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | | | - Yuan Huang
- Department of Radiology, University of Cambridge, Cambridge, UK
- EPSRC Centre for Mathematical Imaging in Healthcare, University of Cambridge, Cambridge, UK
| | | | - Anthony Le
- School of Medicine, University of Leeds, Leeds, UK
| | | | - Michael Roberts
- EPSRC Centre for Mathematical Imaging in Healthcare, University of Cambridge, Cambridge, UK
- Oncology R&D, AstraZeneca, Cambridge, UK
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK
| | - Fiona J Gilbert
- Department of Radiology, University of Cambridge, Cambridge, UK
| | | | - Carola-Bibiane Schönlieb
- EPSRC Centre for Mathematical Imaging in Healthcare, University of Cambridge, Cambridge, UK
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK
| | - Evis Sala
- Department of Radiology, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge, UK
| | - James H F Rudd
- Department of Medicine, University of Cambridge, Cambridge, UK.
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20
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Tzolos E, Kwiecinski J, Cartlidge TRG, Fletcher A, Doris MK, Tarkin JM, Slomka PJ, Newby DE, Rudd JHF, Berman DS, Dweck MR. 18F-Sodium fluoride PET/CT detects transcatheter aortic valve degeneration. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeaa356.366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): This work was supported by the British Heart Foundation, London, United Kingdom
Background
Early detection of transcatheter aortic valve implantation (TAVI) degeneration is challenging and only feasible when advanced haemodynamic valve dysfunction is apparent.
Purpose
We tested whether 18F-sodium fluoride (18F-NaF) positron emission tomography and computed tomography (PET/CT) could detect structural TAVI degeneration and haemodynamic valve dysfunction.
Methods
After TAVI implantation, patients underwent baseline echocardiography, CT angiography and 18F-NaF PET/CT (Figure). We assessed for morphological changes, stenosis or regurgitation on Doppler echocardiography, CT (hypoattenuated leaflet thickening [HALT] or spotty calcification) and PET (18F-NaF uptake; maximum target-to-background ratio, TBRmax). We categorised structural valve degeneration (SVD) according to the standardised definition for surgical and transcatheter bioprosthetic valves, as proposed in a recent consensus statement.
Results
We recruited 47 patients (81 ± 6 years old, 79% male) 1 month (n = 9), 2 years (n = 22) or 5 years (n = 16) after TAVI: 25 (53%) had received a balloon expanded bioprosthesis and 22 (47%) a self-expanding valve. There was moderate valve dysfunction on Doppler echocardiography in 3 (6%) patients, HALT on CT in 6 (13%) patients, spotty calcification in one patient and 18F-NaF uptake in 7 patients (15%) (TBRmax range: 1.59-5.88); all enrolled 5 years post-TAVI.
All patients with increased 18F-NaF uptake (TBRmax ≥1.59) demonstrated either SVD without haemodynamic valve dysfunction (stage 1, n = 4) or structural valve dysfunction with moderate valve dysfunction and mean transprosthetic pressure gradients >20 mmHg (stage 2, n = 3). In patients without increased 18F-NaF uptake there was no evidence of structural valve degeneration (n = 40).
Within the increased 18F-NaF uptake (n = 7) group, patients with stage 2 SVD (n = 3) demonstrated higher uptake compared to patients with stage 1 SVD (TBRmax 4.3 [3.02-5.88] versus 1.8 [1.59-2.28]). Patients with stage 2 SVD (n = 3) had over 3 times higher TBRmax than those without SVD (n = 40) (4.30 [3.02, 5.88] versus 1.31 [1.21, 1.46]; p < 0.001); Figure).
Conclusion
18F-NaF PET/CT detects patients with SVD and potentially identifies those at risk of valve failure.
Abstract Figure.
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Affiliation(s)
- E Tzolos
- University of Edinburgh, BHF Centre for Cardiovascular Science, Edinburgh, United Kingdom of Great Britain & Northern Ireland
| | - J Kwiecinski
- Institute of Cardiology, Department of Interventional Cardiology and Angiology, Warsaw, Poland
| | - TRG Cartlidge
- University of Edinburgh, BHF Centre for Cardiovascular Science, Edinburgh, United Kingdom of Great Britain & Northern Ireland
| | - A Fletcher
- University of Edinburgh, BHF Centre for Cardiovascular Science, Edinburgh, United Kingdom of Great Britain & Northern Ireland
| | - MK Doris
- University of Edinburgh, BHF Centre for Cardiovascular Science, Edinburgh, United Kingdom of Great Britain & Northern Ireland
| | - JM Tarkin
- Cambridge University Hospitals NHS Foundation Trust, Division of Cardiovascular Medicine, Cambridge, United Kingdom of Great Britain & Northern Ireland
| | - PJ Slomka
- Cedars-Sinai Medical Center, Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Los Angeles, United States of America
| | - DE Newby
- University of Edinburgh, BHF Centre for Cardiovascular Science, Edinburgh, United Kingdom of Great Britain & Northern Ireland
| | - JHF Rudd
- Cambridge University Hospitals NHS Foundation Trust, Division of Cardiovascular Medicine, Cambridge, United Kingdom of Great Britain & Northern Ireland
| | - DS Berman
- Cedars-Sinai Medical Center, Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Los Angeles, United States of America
| | - MR Dweck
- University of Edinburgh, BHF Centre for Cardiovascular Science, Edinburgh, United Kingdom of Great Britain & Northern Ireland
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21
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Affiliation(s)
- Jason M Tarkin
- Department of Cardiovascular Medicine, National Heart & Lung Institute, Imperial College London, Hammersmith Campus, DuCane Road, London, UK.,Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Road, Cambridge, UK
| | | | - Michael Sheaff
- Department of Cellular Pathology, Royal London Hospital, Whitechapel Road, London, UK
| | - Mark Westwood
- Department of Cardiology, Barts Heart Centre, W Smithfield, London, UK
| | - Charlotte Manisty
- Department of Cardiology, Barts Heart Centre, W Smithfield, London, UK.,Institute of Cardiovascular Science, University College London, Chenies Mews, London, UK
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Abstract
Purpose of Review To provide a focused update on recent advances in positron emission tomography (PET) imaging in vascular inflammatory diseases and consider future directions in the field. Recent Findings While PET imaging with 18F-fluorodeoxyglucose (FDG) can provide a useful marker of disease activity in several vascular inflammatory diseases, including atherosclerosis and large-vessel vasculitis, this tracer lacks inflammatory cell specificity and is not a practical solution for imaging the coronary vasculature because of avid background myocardial signal. To overcome these limitations, research is ongoing to identify novel PET tracers that can more accurately track individual components of vascular immune responses. Use of these novel PET tracers could lead to a better understanding of underlying disease mechanisms and help inform the identification and stratification of patients for newly emerging immune-modulatory therapies. Summary Future research is needed to realise the true clinical translational value of PET imaging in vascular inflammatory diseases.
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Affiliation(s)
- Andrej Ćorović
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Christopher Wall
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Justin C Mason
- Cardiovascular Division, National Heart & Lung Institute, Imperial College London, London, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK. .,Cardiovascular Division, National Heart & Lung Institute, Imperial College London, London, UK.
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23
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Uy CP, Tarkin JM, Gopalan D, Barwick TD, Tombetti E, Youngstein T, Mason JC. The Impact of Integrated Noninvasive Imaging in the Management of Takayasu Arteritis. JACC Cardiovasc Imaging 2020; 14:495-500. [PMID: 32682724 DOI: 10.1016/j.jcmg.2020.04.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 04/22/2020] [Accepted: 04/23/2020] [Indexed: 01/22/2023]
Affiliation(s)
- Christopher P Uy
- Department of Rheumatology, Hammersmith Hospital, Imperial College Healthcare Trust, London, United Kingdom
| | - Jason M Tarkin
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Deepa Gopalan
- Department of Imaging, Hammersmith Hospital, Imperial College Healthcare Trust, London, United Kingdom
| | - Tara D Barwick
- Department of Imaging, Hammersmith Hospital, Imperial College Healthcare Trust, London, United Kingdom
| | - Enrico Tombetti
- Department of Biomedical and Clinical Sciences "L. Sacco," University of Milan, Milan, Italy
| | - Taryn Youngstein
- Department of Rheumatology, Hammersmith Hospital, Imperial College Healthcare Trust, London, United Kingdom; National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Justin C Mason
- Department of Rheumatology, Hammersmith Hospital, Imperial College Healthcare Trust, London, United Kingdom; National Heart and Lung Institute, Imperial College, London, United Kingdom.
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24
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Tarkin JM, Ćorović A, Wall C, Gopalan D, Rudd JH. Positron emission tomography imaging in cardiovascular disease. Heart 2020; 106:1712-1718. [PMID: 32571959 DOI: 10.1136/heartjnl-2019-315183] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 05/22/2020] [Accepted: 05/26/2020] [Indexed: 01/05/2023] Open
Abstract
Positron emission tomography (PET) imaging is useful in cardiovascular disease across several areas, from assessment of myocardial perfusion and viability, to highlighting atherosclerotic plaque activity and measuring the extent of cardiac innervation in heart failure. Other important roles of PET have emerged in prosthetic valve endocarditis, implanted device infection, infiltrative cardiomyopathies, aortic stenosis and cardio-oncology. Advances in scanner technology, including hybrid PET/MRI and total body PET imaging, as well as the development of novel PET tracers and cardiac-specific postprocessing techniques using artificial intelligence will undoubtedly continue to progress the field.
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Affiliation(s)
- Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Andrej Ćorović
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Christopher Wall
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Deepa Gopalan
- Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, Cambridgeshire, UK
| | - James Hf Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
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25
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Tarkin JM, Wall C, Gopalan D, Aloj L, Manavaki R, Fryer TD, Aboagye EO, Bennett MR, Peters JE, Rudd JHF, Mason JC. Novel Approach to Imaging Active Takayasu Arteritis Using Somatostatin Receptor Positron Emission Tomography/Magnetic Resonance Imaging. Circ Cardiovasc Imaging 2020; 13:e010389. [PMID: 32460529 DOI: 10.1161/circimaging.119.010389] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Jason M Tarkin
- Division of Cardiovascular Medicine (J.M.T., C.W., M.R.B., J.H.F.R.), University of Cambridge, United Kingdom.,Vascular Sciences, National Heart and Lung Institute (J.M.T., J.C.M.), Imperial College London, United Kingdom
| | - Christopher Wall
- Division of Cardiovascular Medicine (J.M.T., C.W., M.R.B., J.H.F.R.), University of Cambridge, United Kingdom
| | - Deepa Gopalan
- Department of Radiology, Cambridge University Hospitals NHS Trust, United Kingdom (D.G.)
| | - Luigi Aloj
- Department of Radiology (L.A., R.M.), University of Cambridge, United Kingdom
| | - Roido Manavaki
- Department of Radiology (L.A., R.M.), University of Cambridge, United Kingdom
| | - Tim D Fryer
- Department of Clinical Neurosciences (T.D.F.), University of Cambridge, United Kingdom
| | - Eric O Aboagye
- Department of Surgery and Cancer (E.O.A.), Imperial College London, United Kingdom
| | - Martin R Bennett
- Division of Cardiovascular Medicine (J.M.T., C.W., M.R.B., J.H.F.R.), University of Cambridge, United Kingdom
| | - James E Peters
- Department of Immunology and Inflammation (J.E.P.), Imperial College London, United Kingdom.,Health Data Research UK (J.E.P.)
| | - James H F Rudd
- Division of Cardiovascular Medicine (J.M.T., C.W., M.R.B., J.H.F.R.), University of Cambridge, United Kingdom
| | - Justin C Mason
- Vascular Sciences, National Heart and Lung Institute (J.M.T., J.C.M.), Imperial College London, United Kingdom
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26
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Evans NR, Tarkin JM, Le EP, Sriranjan RS, Corovic A, Warburton EA, Rudd JH. Integrated cardiovascular assessment of atherosclerosis using PET/MRI. Br J Radiol 2020; 93:20190921. [PMID: 32238077 DOI: 10.1259/bjr.20190921] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Atherosclerosis is a systemic inflammatory disease typified by the development of lipid-rich atheroma (plaques), the rupture of which are a major cause of myocardial infarction and stroke. Anatomical evaluation of the plaque considering only the degree of luminal stenosis overlooks features associated with vulnerable plaques, such as high-risk morphological features or pathophysiology, and hence risks missing vulnerable or ruptured non-stenotic plaques. Consequently, there has been interest in identifying these markers of vulnerability using either MRI for morphology, or positron emission tomography (PET) for physiological processes involved in atherogenesis. The advent of hybrid PET/MRI scanners offers the potential to combine the strengths of PET and MRI to allow comprehensive assessment of the atherosclerotic plaque. This review will discuss the principles and technical aspects of hybrid PET/MRI assessment of atherosclerosis, and consider how combining the complementary modalities of PET and MRI has already furthered our understanding of atherogenesis, advanced drug development, and how it may hold potential for clinical application.
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Affiliation(s)
- Nicholas R Evans
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth Pv Le
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Rouchelle S Sriranjan
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Andrej Corovic
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth A Warburton
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - James Hf Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
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27
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Moss AJ, Weir-McCall JM, Norton L, Tarkin JM. Mandatory Minimums in Cardiac Imaging. JACC Cardiovasc Imaging 2020; 13:1100-1101. [DOI: 10.1016/j.jcmg.2020.01.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 01/21/2020] [Accepted: 01/22/2020] [Indexed: 10/24/2022]
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Chowdhury MM, Tarkin JM, Albaghdadi MS, Evans NR, Le EP, Berrett TB, Sadat U, Joshi FR, Warburton EA, Buscombe JR, Hayes PD, Dweck MR, Newby DE, Rudd JH, Coughlin PA. Vascular Positron Emission Tomography and Restenosis in Symptomatic Peripheral Arterial Disease: A Prospective Clinical Study. JACC Cardiovasc Imaging 2020; 13:1008-1017. [PMID: 31202739 PMCID: PMC7136751 DOI: 10.1016/j.jcmg.2019.03.031] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 03/26/2019] [Accepted: 04/12/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVES This study determined whether in vivo positron emission tomography (PET) of arterial inflammation (18F-fluorodeoxyglucose [18F-FDG]) or microcalcification (18F-sodium fluoride [18F-NaF]) could predict restenosis following PTA. BACKGROUND Restenosis following lower limb percutaneous transluminal angioplasty (PTA) is common, unpredictable, and challenging to treat. Currently, it is impossible to predict which patient will suffer from restenosis following angioplasty. METHODS In this prospective observational cohort study, 50 patients with symptomatic peripheral arterial disease underwent 18F-FDG and 18F-NaF PET/computed tomography (CT) imaging of the superficial femoral artery before and 6 weeks after angioplasty. The primary outcome was arterial restenosis at 12 months. RESULTS Forty subjects completed the study protocol with 14 patients (35%) reaching the primary outcome of restenosis. The baseline activities of femoral arterial inflammation (18F-FDG tissue-to-background ratio [TBR] 2.43 [interquartile range (IQR): 2.29 to 2.61] vs. 1.63 [IQR: 1.52 to 1.78]; p < 0.001) and microcalcification (18F-NaF TBR 2.61 [IQR: 2.50 to 2.77] vs. 1.69 [IQR: 1.54 to 1.77]; p < 0.001) were higher in patients who developed restenosis. The predictive value of both 18F-FDG (cut-off TBRmax value of 1.98) and 18F-NaF (cut-off TBRmax value of 2.11) uptake demonstrated excellent discrimination in predicting 1-year restenosis (Kaplan Meier estimator, log-rank p < 0.001). CONCLUSIONS Baseline and persistent femoral arterial inflammation and micro-calcification are associated with restenosis following lower limb PTA. For the first time, we describe a method of identifying complex metabolically active plaques and patients at risk of restenosis that has the potential to select patients for intervention and to serve as a biomarker to test novel interventions to prevent restenosis.
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Affiliation(s)
- Mohammed M. Chowdhury
- Division of Vascular Surgery, Department of Surgery, Addenbrooke’s Hospital, University of Cambridge, United Kingdom,Department of Cardiovascular Medicine, Addenbrooke’s Hospital, University of Cambridge, United Kingdom,Address for correspondence: Mr. Mohammed M. Chowdhury, Divisions of Vascular Surgery and Cardiovascular Medicine, University of Cambridge, Box 212, Addenbrooke’s Cambridge University Hospital, Hills Road, Cambridge CB2 2QQ, United Kingdom.
| | - Jason M. Tarkin
- Department of Cardiovascular Medicine, Addenbrooke’s Hospital, University of Cambridge, United Kingdom
| | - Mazen S. Albaghdadi
- Cardiovascular Research Center, Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nicholas R. Evans
- Department of Clinical Neurosciences, University of Cambridge, United Kingdom
| | - Elizabeth P.V. Le
- Department of Cardiovascular Medicine, Addenbrooke’s Hospital, University of Cambridge, United Kingdom
| | - Thomas B. Berrett
- Statistical Laboratory, Department of Pure Mathematics and Mathematical Sciences, University of Cambridge, United Kingdom
| | - Umar Sadat
- Division of Vascular Surgery, Department of Surgery, Addenbrooke’s Hospital, University of Cambridge, United Kingdom
| | | | | | - John R. Buscombe
- Department of Nuclear Medicine, Addenbrooke’s Hospital, University of Cambridge United Kingdom
| | - Paul D. Hayes
- Division of Vascular Surgery, Department of Surgery, Addenbrooke’s Hospital, University of Cambridge, United Kingdom
| | - Marc R. Dweck
- British Heart Foundation for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - David E. Newby
- British Heart Foundation for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - James H.F. Rudd
- Department of Cardiovascular Medicine, Addenbrooke’s Hospital, University of Cambridge, United Kingdom
| | - Patrick A. Coughlin
- Division of Vascular Surgery, Department of Surgery, Addenbrooke’s Hospital, University of Cambridge, United Kingdom
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29
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Tarkin JM, Gopalan D, Mason JC. A Woman in Her 20s With Chest Pain and Arm Claudication. JAMA Cardiol 2020; 5:482. [PMID: 31995127 DOI: 10.1001/jamacardio.2019.5447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Jason M Tarkin
- National Heart & Lung Institute, Imperial College London, London, England.,Division of Cardiovascular Medicine, University of Cambridge, Cambridge, England
| | - Deepa Gopalan
- Department of Radiology, Imperial College Healthcare NHS Trust, London, England
| | - Justin C Mason
- National Heart & Lung Institute, Imperial College London, London, England
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30
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Tarkin JM, Calcagno C, Dweck MR, Evans NR, Chowdhury MM, Gopalan D, Newby DE, Fayad ZA, Bennett MR, Rudd JH. 68Ga-DOTATATE PET Identifies Residual Myocardial Inflammation and Bone Marrow Activation After Myocardial Infarction. J Am Coll Cardiol 2020; 73:2489-2491. [PMID: 31097170 PMCID: PMC6525109 DOI: 10.1016/j.jacc.2019.02.052] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 02/21/2019] [Accepted: 02/22/2019] [Indexed: 11/29/2022]
Affiliation(s)
| | | | | | | | | | | | | | | | | | - James H.F. Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Level 6, Box 110, ACCI, Addenbrooke’s Hospital, Hills Road, Cambridge CB2 0QQ, United Kingdom @jhfrudd
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31
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Evans NR, Tarkin JM, Chowdhury MM, Le EPV, Coughlin PA, Rudd JHF, Warburton EA. Dual-Tracer Positron-Emission Tomography for Identification of Culprit Carotid Plaques and Pathophysiology In Vivo. Circ Cardiovasc Imaging 2020; 13:e009539. [PMID: 32164454 DOI: 10.1161/circimaging.119.009539] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Inflammation and microcalcification are interrelated processes contributing to atherosclerotic plaque vulnerability. Positron-emission tomography can quantify these processes in vivo. This study investigates (1) 18F-fluorodeoxyglucose (FDG) and 18F-sodium fluoride (NaF) uptake in culprit versus nonculprit carotid atheroma, (2) spatial distributions of uptake, and (3) how macrocalcification affects this relationship. METHODS Individuals with acute ischemic stroke with ipsilateral carotid stenosis of ≥50% underwent FDG-positron-emission tomography and NaF-positron-emission tomography. Tracer uptake was quantified using maximum tissue-to-background ratios (TBRmax) and macrocalcification quantified using Agatston scoring. RESULTS In 26 individuals, median most diseased segment TBRmax (interquartile range) was higher in culprit than in nonculprit atheroma for both FDG (2.08 [0.52] versus 1.89 [0.40]; P<0.001) and NaF (2.68 [0.63] versus 2.39 [1.02]; P<0.001). However, whole vessel TBRmax was higher in culprit arteries for FDG (1.92 [0.41] versus 1.71 [0.31]; P<0.001) but not NaF (1.85 [0.28] versus 1.79 [0.60]; P=0.10). NaF uptake was concentrated at carotid bifurcations, while FDG was distributed evenly throughout arteries. Correlations between FDG and NaF TBRmax differed between bifurcations with low macrocalcification (rs=0.38; P<0.001) versus high macrocalcification (rs=0.59; P<0.001). CONCLUSIONS This is the first study to demonstrate increased uptake of both FDG and NaF in culprit carotid plaques, with discrete distributions of pathophysiology influencing vulnerability in vivo. These findings have implications for our understanding of the natural history of the disease and for the clinical assessment and management of carotid atherosclerosis.
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Affiliation(s)
- Nicholas R Evans
- Department of Clinical Neurosciences (N.R.E., E.A.W.), University of Cambridge, Cambridge, United Kingdom.,Department of Medicine (N.R.E., J.M.T., E.P.V.L., J.H.F.R.), University of Cambridge, Cambridge, United Kingdom
| | - Jason M Tarkin
- Department of Medicine (N.R.E., J.M.T., E.P.V.L., J.H.F.R.), University of Cambridge, Cambridge, United Kingdom
| | - Mohammed M Chowdhury
- Division of Vascular Surgery (M.M.C., P.A.C.), University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth P V Le
- Department of Medicine (N.R.E., J.M.T., E.P.V.L., J.H.F.R.), University of Cambridge, Cambridge, United Kingdom
| | - Patrick A Coughlin
- Division of Vascular Surgery (M.M.C., P.A.C.), University of Cambridge, Cambridge, United Kingdom
| | - James H F Rudd
- Department of Medicine (N.R.E., J.M.T., E.P.V.L., J.H.F.R.), University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth A Warburton
- Department of Clinical Neurosciences (N.R.E., E.A.W.), University of Cambridge, Cambridge, United Kingdom
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Joshi NV, Elkhawad M, Forsythe RO, McBride OMB, Rajani NK, Tarkin JM, Chowdhury MM, Donoghue E, Robson JMJ, Boyle JR, Fryer TD, Huang Y, Teng Z, Dweck MR, Tawakol AA, Gillard JH, Coughlin PA, Wilkinson IB, Newby DE, Rudd JHF. Greater aortic inflammation and calcification in abdominal aortic aneurysmal disease than atherosclerosis: a prospective matched cohort study. Open Heart 2020; 7:e001141. [PMID: 32201583 PMCID: PMC7066636 DOI: 10.1136/openhrt-2019-001141] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 01/06/2020] [Accepted: 01/21/2020] [Indexed: 01/24/2023] Open
Abstract
Objective Using combined positron emission tomography and CT (PET-CT), we measured aortic inflammation and calcification in patients with abdominal aortic aneurysms (AAA), and compared them with matched controls with atherosclerosis. Methods We prospectively recruited 63 patients (mean age 76.1±6.8 years) with asymptomatic aneurysm disease (mean size 4.33±0.73 cm) and 19 age-and-sex-matched patients with confirmed atherosclerosis but no aneurysm. Inflammation and calcification were assessed using combined 18F-FDG PET-CT and quantified using tissue-to-background ratios (TBRs) and Agatston scores. Results In patients with AAA, 18F-FDG uptake was higher within the aneurysm than in other regions of the aorta (mean TBRmax2.23±0.46 vs 2.12±0.46, p=0.02). Compared with atherosclerotic control subjects, both aneurysmal and non-aneurysmal aortae showed higher 18F-FDG accumulation (total aorta mean TBRmax2.16±0.51 vs 1.70±0.22, p=0.001; AAA mean TBRmax2.23±0.45 vs 1.68±0.21, p<0.0001). Aneurysms containing intraluminal thrombus demonstrated lower 18F-FDG uptake within their walls than those without (mean TBRmax2.14±0.43 vs 2.43±0.45, p=0.018), with thrombus itself showing low tracer uptake (mean TBRmax thrombus 1.30±0.48 vs aneurysm wall 2.23±0.46, p<0.0001). Calcification in the aneurysmal segment was higher than both non-aneurysmal segments in patients with aneurysm (Agatston 4918 (2901-8008) vs 1017 (139-2226), p<0.0001) and equivalent regions in control patients (442 (304-920) vs 166 (80-374) Agatston units per cm, p=0.0042). Conclusions The entire aorta is more inflamed in patients with aneurysm than in those with atherosclerosis, perhaps suggesting a generalised inflammatory aortopathy in patients with aneurysm. Calcification was prominent within the aneurysmal sac, with the remainder of the aorta being relatively spared. The presence of intraluminal thrombus, itself metabolically relatively inert, was associated with lower levels of inflammation in the adjacent aneurysmal wall.
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Affiliation(s)
- Nikhil V Joshi
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Maysoon Elkhawad
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Rachael O Forsythe
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Olivia M B McBride
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Nikil K Rajani
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Mohammed M Chowdhury
- Department of Vascular Surgery, University of Cambridge, Cambridge, United Kingdom
| | - Emma Donoghue
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | | | - Jonathan R Boyle
- Department of Vascular Surgery, University of Cambridge, Cambridge, United Kingdom
| | - Tim D Fryer
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Yuan Huang
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Zhongzhao Teng
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
| | - Marc R Dweck
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | | | - Jonathan H Gillard
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Patrick A Coughlin
- Department of Vascular Surgery, University of Cambridge, Cambridge, United Kingdom
| | - Ian B Wilkinson
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - David E Newby
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK
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33
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Tarkin JM, Cole GD, Gopalan D, Flora R, McAdoo SP, Mason JC, Peters NS, Pusey CD, Varnava A. Multimodal Imaging of Granulomatosis With Polyangiitis Aortitis Complicated by Severe Aortic Regurgitation and Complete Heart Block. Circ Cardiovasc Imaging 2020; 13:e009879. [PMID: 32069115 DOI: 10.1161/circimaging.119.009879] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Jason M Tarkin
- Vascular Sciences, National Heart & Lung Institute, Imperial College London, United Kingdom (J.M.T., J.C.M.).,Department of Cardiology, Imperial College Healthcare NHS Trust, United Kingdom (J.M.T., G.D.C., N.S.P., A.V.)
| | - Graham D Cole
- Department of Cardiology, Imperial College Healthcare NHS Trust, United Kingdom (J.M.T., G.D.C., N.S.P., A.V.)
| | - Deepa Gopalan
- Department of Radiology, Imperial College Healthcare NHS Trust, United Kingdom (D.G.)
| | - Rashpal Flora
- Department of Pathology, Imperial College Healthcare NHS Trust, United Kingdom (R.F.)
| | - Stephen P McAdoo
- Department of Renal Medicine, Imperial College Healthcare NHS Trust, United Kingdom (S.P.M., C.D.P.)
| | - Justin C Mason
- Vascular Sciences, National Heart & Lung Institute, Imperial College London, United Kingdom (J.M.T., J.C.M.)
| | - Nicholas S Peters
- Department of Cardiology, Imperial College Healthcare NHS Trust, United Kingdom (J.M.T., G.D.C., N.S.P., A.V.)
| | - Charles D Pusey
- Department of Renal Medicine, Imperial College Healthcare NHS Trust, United Kingdom (S.P.M., C.D.P.)
| | - Amanda Varnava
- Department of Cardiology, Imperial College Healthcare NHS Trust, United Kingdom (J.M.T., G.D.C., N.S.P., A.V.)
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34
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Affiliation(s)
- Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, UK .,Vascular Sciences, National Heart & Lung Institute, Imperial College London, London, UK
| | - Justin C Mason
- Vascular Sciences, National Heart & Lung Institute, Imperial College London, London, UK
| | - Zahi A Fayad
- Translational & Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Wang X, Le EPV, Rajani NK, Hudson-Peacock NJ, Pavey H, Tarkin JM, Babar J, Williams MC, Gopalan D, Rudd JHF. A zero coronary artery calcium score in patients with stable chest pain is associated with a good prognosis, despite risk of non-calcified plaques. Open Heart 2019; 6:e000945. [PMID: 31168373 PMCID: PMC6519430 DOI: 10.1136/openhrt-2018-000945] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 03/07/2019] [Accepted: 03/18/2019] [Indexed: 11/03/2022] Open
Abstract
Objectives To estimate the prevalence of non-calcified coronary artery disease (CAD) in patients with suspected stable angina and a zero coronary artery calcification (CAC) score, and to assess the prognostic significance of a zero CAC in these symptomatic patients. Methods In this prospective cohort study, consecutive patients with stable chest pain underwent CAC scoring ± CT coronary angiography (CTCA) as part of routine clinical care at a single tertiary centre over 7 years. Major adverse cardiac event (MACE) was defined as cardiac death, non-fatal myocardial infarction and/or non-elective revascularisation. Results A total of 915 of 1753 (52.2%) patients (mean age 56.8 ± 12.0 years; 46.2% male) had a zero CAC score. Of the 751 (82.1%) patients with a zero CAC in whom CTCA was performed, 674 (89.7%) had normal coronary arteries, 63 (8.4%) had non-calcified CAD with < 50% stenosis and 14 (1.9%) had ≥ 50% stenosis in at least one coronary artery. The negative predictive value of a zero CAC for excluding a ≥ 50% CTCA stenosis was 98.1%. Over a median follow-up period of 2.2 years (range 1.0-7.0 years), the absolute annualised rates of MACE were as follows: zero CAC 1.9 per 1000 person-years and non-zero CAC 7.4 per 1000 person-years (HR 3.8, p = 0.009). However, after adjusting for age, gender and cardiovascular risk factors using a multivariable Cox proportional hazards model, there was no statistically significant difference in the risk of MACE between the two patient cohorts (p = 0.19). After adjusting for age, gender and cardiovascular risk factors, the HR for all-cause mortality among the zero CAC cohort vers non-zero CAC was 2.1 (p = 0.27). Conclusion A zero CAC score in patients undergoing CT scanning for suspected stable angina has a high negative predictive value for the exclusion of obstructive CAD and is associated with a good medium-term prognosis.
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Affiliation(s)
- Xue Wang
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Elizabeth Phuong Vi Le
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Nikil K Rajani
- Department of Clinical Radiology, Imperial College Hospitals NHS Trust, St Mary's Hospital, London, UK
| | - NJ Hudson-Peacock
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Holly Pavey
- Cambridge Clinical Trials Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, UK
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Judith Babar
- Department of Radiology, Addenbrooke's Hospital, Cambridge, UK
| | | | - Deepa Gopalan
- Department of Radiology, Addenbrooke's Hospital, Cambridge, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
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Affiliation(s)
- Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Box 110, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK.,Department of Cardiology, Barts Heart Centre, St. Bartholomew's Hospital, W Smithfield, London EC1 7BE, UK
| | - Juan Carlos Kaski
- Molecular and Clinical Sciences Research Institute, St George's, University of London, Cranmer Terrace SW17 0RE, UK
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Affiliation(s)
- Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK.,National Heart & Lung Institute, Hammersmith Hospital, Imperial College London, London, UK
| | - Marc R Dweck
- Centre for Cardiovascular Science, University of Edinburgh, Little France Crescent, Edinburgh, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
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Tarkin JM, Le EPV, Calcagno C, Dweck MR, Evans NR, Chowdhury MM, Newby DE, Fayad ZA, Bennett MR, Rudd JHF. P30 68Ga-DOTATATE PET IDENTIFIES MYOCARDIAL INFLAMMATION AND BONE MARROW MONOCYTE MOBILISATION AFTER MYOCARDIAL INFARCTION. Cardiovasc Res 2018. [DOI: 10.1093/cvr/cvy216.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- J M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge
- National Heart & Lung Institute, Imperial College London
| | - E P V Le
- Division of Cardiovascular Medicine, University of Cambridge
| | - C Calcagno
- Translational & Molecular Imaging Institute and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York
| | - M R Dweck
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh
| | - N R Evans
- Department of Clinical Neurosciences, University of Cambridge
| | - M M Chowdhury
- Department of Vascular and Endovascular Surgery, Addenbrooke’s Hospital, Cambridge
| | - D E Newby
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh
| | - Z A Fayad
- Translational & Molecular Imaging Institute and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York
| | - M R Bennett
- Division of Cardiovascular Medicine, University of Cambridge
| | - J H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge
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Evans NR, Tarkin JM, Buscombe JR, Markus HS, Rudd JHF, Warburton EA. Erratum: PET imaging of the neurovascular interface in cerebrovascular disease. Nat Rev Neurol 2018; 14:313. [DOI: 10.1038/nrneurol.2018.42] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Abstract
Nicorandil and long-acting nitrates are vasodilatory drugs used commonly in the management of chronic stable angina pectoris. Both nicorandil and long-acting nitrates exert anti-angina properties via activation of nitric oxide (NO) signalling pathways, triggering vascular smooth muscle cell relaxation. Nicorandil has additional actions as an arterial K+ ATP channel agonist, resulting in more "balanced" arterial and venous vasodilatation than nitrates. Ultimately, these drugs prevent angina symptoms through reductions in preload and diastolic wall tension and, to a lesser extent, epicardial coronary artery dilatation and lowering of systemic blood pressure. While there is some evidence to suggest a modest reduction in cardiovascular events among patients with stable angina treated with nicorandil compared to placebo, this prognostic benefit has yet to be proven conclusively. In contrast, there is emerging evidence to suggest that chronic use of long-acting nitrates might cause endothelial dysfunction and increased cardiovascular risk in some patients.
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Affiliation(s)
- Jason M Tarkin
- National Heart and Lung Institute, Imperial College London.,Division of Cardiovascular Medicine, University of Cambridge
| | - Juan Carlos Kaski
- Cardiovascular and Cell Sciences Research Institute, St George's, University of London
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Evans NR, Tarkin JM, Buscombe JR, Markus HS, Rudd JHF, Warburton EA. PET imaging of the neurovascular interface in cerebrovascular disease. Nat Rev Neurol 2017; 13:676-688. [PMID: 28984315 DOI: 10.1038/nrneurol.2017.129] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Cerebrovascular disease encompasses a range of pathologies that affect different components of the cerebral vasculature and brain parenchyma. Large artery atherosclerosis, acute cerebral ischaemia, and intracerebral small vessel disease all demonstrate altered metabolic processes that are key to their pathogenesis. Although structural imaging techniques such as MRI are the mainstay of clinical care and research in cerebrovascular disease, they have limited ability to detect these pathophysiological processes in vivo. By contrast, PET can detect and quantify metabolic processes that are relevant to each facet of cerebrovascular disease. Information obtained from PET studies has helped to shape the understanding of key concepts in cerebrovascular medicine, including vulnerable atherosclerotic plaque, salvageable ischaemic penumbra, neuroinflammation and selective neuronal loss after ischaemic insult. PET has also helped to elucidate the relationships between chronic hypoxia, neuroinflammation, and amyloid-β deposition in cerebral small vessel disease. This Review describes how PET-based imaging of metabolic processes at the neurovascular interface has contributed to our understanding of cerebrovascular disease.
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Affiliation(s)
- Nicholas R Evans
- Department of Clinical Neurosciences, University of Cambridge, Box 83, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Box 157, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK
| | - John R Buscombe
- Department of Nuclear Medicine, Box 219, Cambridge University Hospitals NHS Foundation Trust, Hills Road, Cambridge CB2 0QQ, UK
| | - Hugh S Markus
- Department of Clinical Neurosciences, University of Cambridge, Box 83, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, Department of Medicine, University of Cambridge, Box 157, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK
| | - Elizabeth A Warburton
- Department of Clinical Neurosciences, University of Cambridge, Box 83, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK
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Chowdhury MM, Makris GC, Tarkin JM, Joshi FR, Hayes PD, Rudd JHF, Coughlin PA. Lower limb arterial calcification (LLAC) scores in patients with symptomatic peripheral arterial disease are associated with increased cardiac mortality and morbidity. PLoS One 2017; 12:e0182952. [PMID: 28886041 PMCID: PMC5590737 DOI: 10.1371/journal.pone.0182952] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 07/27/2017] [Indexed: 11/19/2022] Open
Abstract
AIMS The association of coronary arterial calcification with cardiovascular morbidity and mortality is well-recognized. Lower limb arterial calcification (LLAC) is common in PAD but its impact on subsequent health is poorly described. We aimed to determine the association between a LLAC score and subsequent cardiovascular events in patients with symptomatic peripheral arterial disease (PAD). METHODS LLAC scoring, and the established Bollinger score, were derived from a database of unenhanced CT scans, from patients presenting with symptomatic PAD. We determined the association between these scores outcomes. The primary outcome was combined cardiac mortality and morbidity (CM/M) with a secondary outcome of all-cause mortality. RESULTS 220 patients (66% male; median age 69 years) were included with follow-up for a median 46 [IQR 31-64] months. Median total LLAC scores were higher in those patients suffering a primary outcome (6831 vs. 1652; p = 0.012). Diabetes mellitus (p = 0.039), ischaemic heart disease (p = 0.028), chronic kidney disease (p = 0.026) and all-cause mortality (p = 0.012) were more common in patients in the highest quartile of LLAC scores. The area under the curve of the receiver operator curve for the LLAC score was greater (0.929: 95% CI [0.884-0.974]) than for the Bollinger score (0.824: 95% CI [0.758-0.890]) for the primary outcome. A LLAC score ≥ 4400 had the best diagnostic accuracy to determine the outcome measure. CONCLUSION This is the largest study to investigate links between lower limb arterial calcification and cardiovascular events in symptomatic PAD. We describe a straightforward, reproducible, CT-derived measure of calcification-the LLAC score.
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Affiliation(s)
- Mohammed M. Chowdhury
- Division of Vascular and Endovascular Surgery, Addenbrooke’s Hospital, Cambridge University Hospital Trust, Cambridge, United Kingdom
- * E-mail:
| | - Gregory C. Makris
- Division of Vascular and Interventional Radiology, John Radcliffe Hospital, Oxford University Hospitals Trust, Oxford, United Kingdom
| | - Jason M. Tarkin
- Division of Cardiovascular Medicine, Addenbrooke’s Hospital, Cambridge University Hospital Trust, Cambridge, United Kingdom
| | | | - Paul D. Hayes
- Division of Vascular and Endovascular Surgery, Addenbrooke’s Hospital, Cambridge University Hospital Trust, Cambridge, United Kingdom
| | - James. H. F. Rudd
- Division of Cardiovascular Medicine, Addenbrooke’s Hospital, Cambridge University Hospital Trust, Cambridge, United Kingdom
| | - Patrick A. Coughlin
- Division of Vascular and Endovascular Surgery, Addenbrooke’s Hospital, Cambridge University Hospital Trust, Cambridge, United Kingdom
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Affiliation(s)
- Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Box 110, ACCI, Addenbrooke's Hospital, Cambridge, CB2 QQ, UK
| | - Juan Carlos Kaski
- Cardiovascular and Cell Sciences Research Institute, St George's, University of London, Cranmer Terrace, Tooting, London, SW17 0RE, UK.
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Tarkin JM, Joshi FR, Evans NR, Chowdhury MM, Figg NL, Shah AV, Starks LT, Martin-Garrido A, Manavaki R, Yu E, Kuc RE, Grassi L, Kreuzhuber R, Kostadima MA, Frontini M, Kirkpatrick PJ, Coughlin PA, Gopalan D, Fryer TD, Buscombe JR, Groves AM, Ouwehand WH, Bennett MR, Warburton EA, Davenport AP, Rudd JHF. Detection of Atherosclerotic Inflammation by 68Ga-DOTATATE PET Compared to [ 18F]FDG PET Imaging. J Am Coll Cardiol 2017; 69:1774-1791. [PMID: 28385306 PMCID: PMC5381358 DOI: 10.1016/j.jacc.2017.01.060] [Citation(s) in RCA: 281] [Impact Index Per Article: 40.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 01/04/2017] [Accepted: 01/20/2017] [Indexed: 10/25/2022]
Abstract
BACKGROUND Inflammation drives atherosclerotic plaque rupture. Although inflammation can be measured using fluorine-18-labeled fluorodeoxyglucose positron emission tomography ([18F]FDG PET), [18F]FDG lacks cell specificity, and coronary imaging is unreliable because of myocardial spillover. OBJECTIVES This study tested the efficacy of gallium-68-labeled DOTATATE (68Ga-DOTATATE), a somatostatin receptor subtype-2 (SST2)-binding PET tracer, for imaging atherosclerotic inflammation. METHODS We confirmed 68Ga-DOTATATE binding in macrophages and excised carotid plaques. 68Ga-DOTATATE PET imaging was compared to [18F]FDG PET imaging in 42 patients with atherosclerosis. RESULTS Target SSTR2 gene expression occurred exclusively in "proinflammatory" M1 macrophages, specific 68Ga-DOTATATE ligand binding to SST2 receptors occurred in CD68-positive macrophage-rich carotid plaque regions, and carotid SSTR2 mRNA was highly correlated with in vivo 68Ga-DOTATATE PET signals (r = 0.89; 95% confidence interval [CI]: 0.28 to 0.99; p = 0.02). 68Ga-DOTATATE mean of maximum tissue-to-blood ratios (mTBRmax) correctly identified culprit versus nonculprit arteries in patients with acute coronary syndrome (median difference: 0.69; interquartile range [IQR]: 0.22 to 1.15; p = 0.008) and transient ischemic attack/stroke (median difference: 0.13; IQR: 0.07 to 0.32; p = 0.003). 68Ga-DOTATATE mTBRmax predicted high-risk coronary computed tomography features (receiver operating characteristics area under the curve [ROC AUC]: 0.86; 95% CI: 0.80 to 0.92; p < 0.0001), and correlated with Framingham risk score (r = 0.53; 95% CI: 0.32 to 0.69; p <0.0001) and [18F]FDG uptake (r = 0.73; 95% CI: 0.64 to 0.81; p < 0.0001). [18F]FDG mTBRmax differentiated culprit from nonculprit carotid lesions (median difference: 0.12; IQR: 0.0 to 0.23; p = 0.008) and high-risk from lower-risk coronary arteries (ROC AUC: 0.76; 95% CI: 0.62 to 0.91; p = 0.002); however, myocardial [18F]FDG spillover rendered coronary [18F]FDG scans uninterpretable in 27 patients (64%). Coronary 68Ga-DOTATATE PET scans were readable in all patients. CONCLUSIONS We validated 68Ga-DOTATATE PET as a novel marker of atherosclerotic inflammation and confirmed that 68Ga-DOTATATE offers superior coronary imaging, excellent macrophage specificity, and better power to discriminate high-risk versus low-risk coronary lesions than [18F]FDG. (Vascular Inflammation Imaging Using Somatostatin Receptor Positron Emission Tomography [VISION]; NCT02021188).
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Affiliation(s)
- Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | | | - Nicholas R Evans
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Mohammed M Chowdhury
- Department of Vascular and Endovascular Surgery, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Nichola L Figg
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Aarti V Shah
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Lakshi T Starks
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Abel Martin-Garrido
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Roido Manavaki
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom
| | - Emma Yu
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Rhoda E Kuc
- Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, United Kingdom
| | - Luigi Grassi
- Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Roman Kreuzhuber
- Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Myrto A Kostadima
- Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Mattia Frontini
- Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | | | - Patrick A Coughlin
- Department of Vascular and Endovascular Surgery, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Deepa Gopalan
- Department of Radiology, University of Cambridge, Cambridge, United Kingdom; Department of Radiology, Hammersmith Hospital, London, United Kingdom
| | - Tim D Fryer
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - John R Buscombe
- Department of Nuclear Medicine, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Ashley M Groves
- Institute of Nuclear Medicine, University College London, London, United Kingdom
| | - Willem H Ouwehand
- Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom; Department of Human Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom
| | - Martin R Bennett
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth A Warburton
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Anthony P Davenport
- Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, United Kingdom
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom.
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Tarkin JM, Joshi FR, Evans NR, Chowdhury MM, Figg NL, Shah AV, Starks LT, Martin-Garrido A, Manavaki R, Yu E, Kuc RE, Grassi L, Kreuzhuber R, Kostadima MA, Frontini M, Kirkpatrick PJ, Coughlin PA, Gopalan D, Fryer TD, Buscombe JR, Groves AM, Ouwehand WH, Bennett MR, Warburton EA, Davenport AP, Rudd JHF. D Atherosclerotic inflammation imaging using 68ga-dotatate pet vs. 18f-fdg pet: a prospective clinical sudy with molecular and histological validation. Heart 2017. [DOI: 10.1136/heartjnl-2017-311726.235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Dweck MR, Aikawa E, Newby DE, Tarkin JM, Rudd JHF, Narula J, Fayad ZA. Noninvasive Molecular Imaging of Disease Activity in Atherosclerosis. Circ Res 2017; 119:330-40. [PMID: 27390335 PMCID: PMC4939871 DOI: 10.1161/circresaha.116.307971] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 02/29/2016] [Indexed: 01/05/2023]
Abstract
Major focus has been placed on the identification of vulnerable plaques as a means of improving the prediction of myocardial infarction. However, this strategy has recently been questioned on the basis that the majority of these individual coronary lesions do not in fact go on to cause clinical events. Attention is, therefore, shifting to alternative imaging modalities that might provide a more complete pan-coronary assessment of the atherosclerotic disease process. These include markers of disease activity with the potential to discriminate between patients with stable burnt-out disease that is no longer metabolically active and those with active atheroma, faster disease progression, and increased risk of infarction. This review will examine how novel molecular imaging approaches can provide such assessments, focusing on inflammation and microcalcification activity, the importance of these processes to coronary atherosclerosis, and the advantages and challenges posed by these techniques.
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Affiliation(s)
- Marc R Dweck
- From the Translational and Molecular Imaging Institute (M.R.D., Z.A.F.) and Zena and Michael A. Wiener Cardiovascular Institute (M.R.D., J.N., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York; Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom (M.R.D., D.E.N.); Cardiovascular Division, Department of Medicine, Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (E.A.); and Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom (J.M.T., J.H.F.R.).
| | - Elena Aikawa
- From the Translational and Molecular Imaging Institute (M.R.D., Z.A.F.) and Zena and Michael A. Wiener Cardiovascular Institute (M.R.D., J.N., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York; Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom (M.R.D., D.E.N.); Cardiovascular Division, Department of Medicine, Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (E.A.); and Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom (J.M.T., J.H.F.R.)
| | - David E Newby
- From the Translational and Molecular Imaging Institute (M.R.D., Z.A.F.) and Zena and Michael A. Wiener Cardiovascular Institute (M.R.D., J.N., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York; Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom (M.R.D., D.E.N.); Cardiovascular Division, Department of Medicine, Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (E.A.); and Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom (J.M.T., J.H.F.R.)
| | - Jason M Tarkin
- From the Translational and Molecular Imaging Institute (M.R.D., Z.A.F.) and Zena and Michael A. Wiener Cardiovascular Institute (M.R.D., J.N., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York; Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom (M.R.D., D.E.N.); Cardiovascular Division, Department of Medicine, Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (E.A.); and Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom (J.M.T., J.H.F.R.)
| | - James H F Rudd
- From the Translational and Molecular Imaging Institute (M.R.D., Z.A.F.) and Zena and Michael A. Wiener Cardiovascular Institute (M.R.D., J.N., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York; Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom (M.R.D., D.E.N.); Cardiovascular Division, Department of Medicine, Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (E.A.); and Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom (J.M.T., J.H.F.R.)
| | - Jagat Narula
- From the Translational and Molecular Imaging Institute (M.R.D., Z.A.F.) and Zena and Michael A. Wiener Cardiovascular Institute (M.R.D., J.N., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York; Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom (M.R.D., D.E.N.); Cardiovascular Division, Department of Medicine, Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (E.A.); and Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom (J.M.T., J.H.F.R.)
| | - Zahi A Fayad
- From the Translational and Molecular Imaging Institute (M.R.D., Z.A.F.) and Zena and Michael A. Wiener Cardiovascular Institute (M.R.D., J.N., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York; Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom (M.R.D., D.E.N.); Cardiovascular Division, Department of Medicine, Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (E.A.); and Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom (J.M.T., J.H.F.R.)
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Huang Y, Teng Z, Elkhawad M, Tarkin JM, Joshi N, Boyle JR, Buscombe JR, Fryer TD, Zhang Y, Park AY, Wilkinson IB, Newby DE, Gillard JH, Rudd JHF. High Structural Stress and Presence of Intraluminal Thrombus Predict Abdominal Aortic Aneurysm 18F-FDG Uptake: Insights From Biomechanics. Circ Cardiovasc Imaging 2017; 9:CIRCIMAGING.116.004656. [PMID: 27903534 PMCID: PMC5113243 DOI: 10.1161/circimaging.116.004656] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 09/19/2016] [Indexed: 11/16/2022]
Abstract
Supplemental Digital Content is available in the text. Background— Abdominal aortic aneurysm (AAA) wall inflammation and mechanical structural stress may influence AAA expansion and lead to rupture. We hypothesized a positive correlation between structural stress and fluorine-18-labeled 2-deoxy-2-fluoro-d-glucose (18F-FDG) positron emission tomography–defined inflammation. We also explored the influence of computed tomography–derived aneurysm morphology and composition, including intraluminal thrombus, on both variables. Methods and Results— Twenty-one patients (19 males) with AAAs below surgical threshold (AAA size was 4.10±0.54 cm) underwent 18F-FDG positron emission tomography and contrast-enhanced computed tomography imaging. Structural stresses were calculated using finite element analysis. The relationship between maximum aneurysm 18F-FDG standardized uptake value within aortic wall and wall structural stress, patient clinical characteristics, aneurysm morphology, and compositions was explored using a hierarchical linear mixed-effects model. On univariate analysis, local aneurysm diameter, thrombus burden, extent of calcification, and structural stress were all associated with 18F-FDG uptake (P<0.05). AAA structural stress correlated with 18F-FDG maximum standardized uptake value (slope estimate, 0.552; P<0.0001). Multivariate linear mixed-effects analysis revealed an important interaction between structural stress and intraluminal thrombus in relation to maximum standardized uptake value (fixed effect coefficient, 1.68 [SE, 0.10]; P<0.0001). Compared with other factors, structural stress was the best predictor of inflammation (receiver-operating characteristic curve area under the curve =0.59), with higher accuracy seen in regions with high thrombus burden (area under the curve =0.80). Regions with both high thrombus burden and high structural stress had higher 18F-FDG maximum standardized uptake value compared with regions with high thrombus burdens but low stress (median [interquartile range], 1.93 [1.60–2.14] versus 1.14 [0.90–1.53]; P<0.0001). Conclusions— Increased aortic wall inflammation, demonstrated by 18F-FDG positron emission tomography, was observed in AAA regions with thick intraluminal thrombus subjected to high mechanical stress, suggesting a potential mechanistic link underlying aneurysm inflammation.
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Affiliation(s)
- Yuan Huang
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Zhongzhao Teng
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.).
| | - Maysoon Elkhawad
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Jason M Tarkin
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Nikhil Joshi
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Jonathan R Boyle
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - John R Buscombe
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Timothy D Fryer
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Yongxue Zhang
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Ah Yeon Park
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Ian B Wilkinson
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - David E Newby
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - Jonathan H Gillard
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.)
| | - James H F Rudd
- From the Department of Radiology (Y.H., Z.T., Y.Z., J.H.G.), EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (Y.H.), Department of Engineering (Z.T.), Division of Cardiovascular Medicine (M.E., J.M.T., I.B.W., J.H.F.R.), Wolfson Brain Imaging Centre (T.D.F.), and Statistical Laboratory (A.Y.P.), University of Cambridge, United Kingdom; British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, United Kingdom (N.J., D.E.N.); Department of Vascular Surgery (J.R. Boyle) and Department of Nuclear Medicine (J.R. Buscombe), Addenbrooke's Hospital, Cambridge, United Kingdom; and Department of Vascular Surgery, Changhai Hospital, Shanghai, China (Y.Z.).
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Evans NR, Tarkin JM, Chowdhury MM, Malani S, Rudd JH, Warburton EA. Abstract TMP29: Non-invasive Identification of Culprit Carotid Atheroma Using Sodium Fluoride-positron Emission Tomography. Stroke 2017. [DOI: 10.1161/str.48.suppl_1.tmp29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction:
Microcalcification is a histopathological feature of atheroma at risk of rupture; so-called “vulnerable plaques.” Positron emission tomography (PET) using
18
F-sodium fluoride (NaF) has been used to detect microcalcification in
ex vivo
histology, though its use
in vivo
has been limited. We investigated the utility of NaF-PET to identify culprit carotid artery atheroma non-invasively
in vivo
in the setting of acute ischemic stroke.
Methods:
Symptomatic carotid artery stenosis of ≥50% was imaged using NaF-PET within 14 days of ipsilateral ischemic stroke. Symptomatic arteries were compared to contralateral asymptomatic carotid arteries. NaF dose was 125 MBq with 60 minute uptake on a GE Discovery 690 with 64 slice computed tomography. NaF uptake was measured using standardized uptake values for each artery’s single region of maximum uptake (SUVmax) and the mean of the three slices representing the most diseased segment (MDS-SUVmax). Arteries were compared using Wilcoxon signed-rank testing.
Results:
Fifty-two carotid arteries were analyzed: 26 symptomatic, 26 asymptomatic. Median SUVmax was higher in symptomatic than asymptomatic arteries: 2.16 (IQR 0.76) and 1.88 (IQR 0.94) respectively (p<0.001). MDS-SUVmax was 2.04 (IQR 0.66) in symptomatic and 1.76 (IQR 0.83) in asymptomatic carotids (p<0.001). Calcium scores did not differ between symptomatic and asymptomatic arteries (p=0.34).
Conclusions:
The ability to identify culprit carotid atheroma using NaF-PET
in vivo
represents an important advance in vascular imaging. This has important implications for understanding atherosclerosis pathophysiology, as well as potential clinical applications to identify and risk-stratify vulnerable carotid atheroma.
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Affiliation(s)
- Nicholas R Evans
- Dept of Clinical Neurosciences, Univ of Cambridge, Cambridge, United Kingdom
| | - Jason M Tarkin
- Div of Cardiovascular Medicine, Dept of Medicine, Univ of Cambridge, Cambridge, United Kingdom
| | - Mohammed M Chowdhury
- Div of Vascular and Endovascular Surgery, Cambridge Univ Hosps NHS Foundation Trust, Cambridge, United Kingdom
| | - Sangam Malani
- Dept of Clinical Neurosciences, Univ of Cambridge, Cambridge, United Kingdom
| | - James H Rudd
- Div of Cardiovascular Medicine, Dept of Medicine, Univ of Cambridge, Cambridge, United Kingdom
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49
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Echavarria-Pinto M, Petraco R, van de Hoef TP, Gonzalo N, Nijjer S, Tarkin JM, Ibanez B, Sen S, Jimenez-Quevedo P, Nunez-Gil IJ, Nombela-Franco L, Alfonso F, Fernandez-Ortiz A, Macaya C, Piek JJ, Davies J, Escaned J. Fractional flow reserve and minimum Pd/Pa ratio during intravenous adenosine infusion: very similar but not always the same. EUROINTERVENTION 2017; 11:1013-9. [PMID: 25366652 DOI: 10.4244/eijy14m10_09] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
AIMS Maximum and stable hyperaemia are critical prerequisites for the accurate measurement of fractional flow reserve (FFR). However, in some patients in whom hyperaemia is induced through a central vein (IV) the minimum distal coronary pressure to aortic pressure ratio (Pd/Pa ratio) develops before the stabilisation of hyperaemia. We sought to describe the prevalence, magnitude and clinical implications of this phenomenon. METHODS AND RESULTS The FFR tracing archive of a single institution was reviewed and a total of 104 high-quality IV-FFR recordings from 90 patients were identified. Whenever the minimum Pd/Pa ratio was found before the onset of stable hyperaemia, a search for the lowest Pd/Pa ratio within the steady-state hyperaemic plateau was performed and labelled as FFRstable. Whilst in most cases the minimum Pd/Pa ratio developed during stable hyperaemia, in 19 cases (prevalence of 18.3% [95% CI: 12.0% to 26.8%]) this value was found before the stabilisation of the hyperaemic state. In such cases, the minimum Pd/Pa ratio stabilised later at a higher level (0.77±0.09 vs. 0.81±0.08, p<0.001) (mean difference, 0.03±0.02, range, 0.01 to 0.10). In terms of dichotomous classification of stenosis severity and if FFRstable had been used to decide on revascularisation, reclassification would have occurred in three (2.9%) cases, all presenting a minimum Pd/Pa ratio ≤0.80 with FFRstable >0.80. CONCLUSIONS During IV adenosine infusion, the minimum Pd/Pa ratio occurs before the stabilisation of hyperaemia in a significant proportion of cases. While the overall difference between the minimum Pd/Pa ratio and its FFRstable counterpart is small, reclassification of stenosis severity might occur, if choosing between the minimum and stable values of FFR within the same trace.
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Affiliation(s)
- Mauro Echavarria-Pinto
- Hospital Clinico San Carlos and Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain
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50
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Evans NR, Tarkin JM, Chowdhury MM, Warburton EA, Rudd JHF. PET Imaging of Atherosclerotic Disease: Advancing Plaque Assessment from Anatomy to Pathophysiology. Curr Atheroscler Rep 2016; 18:30. [PMID: 27108163 PMCID: PMC4842219 DOI: 10.1007/s11883-016-0584-3] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Atherosclerosis is a leading cause of morbidity and mortality. It is now widely recognized that the disease is more than simply a flow-limiting process and that the atheromatous plaque represents a nidus for inflammation with a consequent risk of plaque rupture and atherothrombosis, leading to myocardial infarction or stroke. However, widely used conventional clinical imaging techniques remain anatomically focused, assessing only the degree of arterial stenosis caused by plaques. Positron emission tomography (PET) has allowed the metabolic processes within the plaque to be detected and quantified directly. The increasing armory of radiotracers has facilitated the imaging of distinct metabolic aspects of atherogenesis and plaque destabilization, including macrophage-mediated inflammatory change, hypoxia, and microcalcification. This imaging modality has not only furthered our understanding of the disease process in vivo with new insights into mechanisms but has also been utilized as a non-invasive endpoint measure in the development of novel treatments for atherosclerotic disease. This review provides grounding in the principles of PET imaging of atherosclerosis, the radioligands in use and in development, its research and clinical applications, and future developments for the field.
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Affiliation(s)
- Nicholas R Evans
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Hills Road, Cambridge, CB2 0QQ, UK.
| | - Jason M Tarkin
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Mohammed M Chowdhury
- Division of Vascular and Endovascular Surgery, Cambridge University Hospitals NHS Foundation Trust, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Elizabeth A Warburton
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Hills Road, Cambridge, CB2 0QQ, UK
| | - James H F Rudd
- Division of Cardiovascular Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
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