1
|
Callegari S, Feher A, Smolderen KG, Mena-Hurtado C, Sinusas AJ. Multi-modality imaging for assessment of the microcirculation in peripheral artery disease: Bench to clinical practice. AMERICAN HEART JOURNAL PLUS : CARDIOLOGY RESEARCH AND PRACTICE 2024; 42:100400. [PMID: 38779485 PMCID: PMC11108852 DOI: 10.1016/j.ahjo.2024.100400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 05/07/2024] [Indexed: 05/25/2024]
Abstract
Peripheral artery disease (PAD) is a highly prevalent disorder with a high risk of mortality and amputation despite the introduction of novel medical and procedural treatments. Microvascular disease (MVD) is common among patients with PAD, and despite the established role as a predictor of amputations and mortality, MVD is not routinely assessed as part of current standard practice. Recent pre-clinical and clinical perfusion and molecular imaging studies have confirmed the important role of MVD in the pathogenesis and outcomes of PAD. The recent advancements in the imaging of the peripheral microcirculation could lead to a better understanding of the pathophysiology of PAD, and result in improved risk stratification, and our evaluation of response to therapies. In this review, we will discuss the current understanding of the anatomy and physiology of peripheral microcirculation, and the role of imaging for assessment of perfusion in PAD, and the latest advancements in molecular imaging. By highlighting the latest advancements in multi-modality imaging of the peripheral microcirculation, we aim to underscore the most promising imaging approaches and highlight potential research opportunities, with the goal of translating these approaches for improved and personalized management of PAD in the future.
Collapse
Affiliation(s)
- Santiago Callegari
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, USA
- Vascular Medicine Outcomes Program, Yale University, New Haven, CT, USA
| | - Attila Feher
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, USA
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Kim G. Smolderen
- Vascular Medicine Outcomes Program, Yale University, New Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Carlos Mena-Hurtado
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, USA
- Vascular Medicine Outcomes Program, Yale University, New Haven, CT, USA
| | - Albert J. Sinusas
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, USA
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
| |
Collapse
|
2
|
Zhang S, Zhang Q, Lu Y, Chen J, Liu J, Li Z, Xie Z. Roles of Integrin in Cardiovascular Diseases: From Basic Research to Clinical Implications. Int J Mol Sci 2024; 25:4096. [PMID: 38612904 PMCID: PMC11012347 DOI: 10.3390/ijms25074096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/28/2024] [Accepted: 04/02/2024] [Indexed: 04/14/2024] Open
Abstract
Cardiovascular diseases (CVDs) pose a significant global health threat due to their complex pathogenesis and high incidence, imposing a substantial burden on global healthcare systems. Integrins, a group of heterodimers consisting of α and β subunits that are located on the cell membrane, have emerged as key players in mediating the occurrence and progression of CVDs by regulating the physiological activities of endothelial cells, vascular smooth muscle cells, platelets, fibroblasts, cardiomyocytes, and various immune cells. The crucial role of integrins in the progression of CVDs has valuable implications for targeted therapies. In this context, the development and application of various integrin antibodies and antagonists have been explored for antiplatelet therapy and anti-inflammatory-mediated tissue damage. Additionally, the rise of nanomedicine has enhanced the specificity and bioavailability of precision therapy targeting integrins. Nevertheless, the complexity of the pathogenesis of CVDs presents tremendous challenges for monoclonal targeted treatment. This paper reviews the mechanisms of integrins in the development of atherosclerosis, cardiac fibrosis, hypertension, and arrhythmias, which may pave the way for future innovations in the diagnosis and treatment of CVDs.
Collapse
Affiliation(s)
- Shuo Zhang
- College of Basic Medical, Nanchang University, Nanchang 330006, China; (S.Z.); (Q.Z.); (Y.L.); (J.C.); (J.L.); (Z.L.)
- Queen Mary School, Medical Department, Nanchang University, Nanchang 330031, China
| | - Qingfang Zhang
- College of Basic Medical, Nanchang University, Nanchang 330006, China; (S.Z.); (Q.Z.); (Y.L.); (J.C.); (J.L.); (Z.L.)
- Queen Mary School, Medical Department, Nanchang University, Nanchang 330031, China
| | - Yutong Lu
- College of Basic Medical, Nanchang University, Nanchang 330006, China; (S.Z.); (Q.Z.); (Y.L.); (J.C.); (J.L.); (Z.L.)
- Queen Mary School, Medical Department, Nanchang University, Nanchang 330031, China
| | - Jianrui Chen
- College of Basic Medical, Nanchang University, Nanchang 330006, China; (S.Z.); (Q.Z.); (Y.L.); (J.C.); (J.L.); (Z.L.)
- Queen Mary School, Medical Department, Nanchang University, Nanchang 330031, China
| | - Jinkai Liu
- College of Basic Medical, Nanchang University, Nanchang 330006, China; (S.Z.); (Q.Z.); (Y.L.); (J.C.); (J.L.); (Z.L.)
- Queen Mary School, Medical Department, Nanchang University, Nanchang 330031, China
| | - Zhuohan Li
- College of Basic Medical, Nanchang University, Nanchang 330006, China; (S.Z.); (Q.Z.); (Y.L.); (J.C.); (J.L.); (Z.L.)
- Queen Mary School, Medical Department, Nanchang University, Nanchang 330031, China
| | - Zhenzhen Xie
- College of Basic Medical, Nanchang University, Nanchang 330006, China; (S.Z.); (Q.Z.); (Y.L.); (J.C.); (J.L.); (Z.L.)
| |
Collapse
|
3
|
Maier A, Teunissen AJP, Nauta SA, Lutgens E, Fayad ZA, van Leent MMT. Uncovering atherosclerotic cardiovascular disease by PET imaging. Nat Rev Cardiol 2024:10.1038/s41569-024-01009-x. [PMID: 38575752 DOI: 10.1038/s41569-024-01009-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/04/2024] [Indexed: 04/06/2024]
Abstract
Assessing atherosclerosis severity is essential for precise patient stratification. Specifically, there is a need to identify patients with residual inflammation because these patients remain at high risk of cardiovascular events despite optimal management of cardiovascular risk factors. Molecular imaging techniques, such as PET, can have an essential role in this context. PET imaging can indicate tissue-based disease status, detect early molecular changes and provide whole-body information. Advances in molecular biology and bioinformatics continue to help to decipher the complex pathogenesis of atherosclerosis and inform the development of imaging tracers. Concomitant advances in tracer synthesis methods and PET imaging technology provide future possibilities for atherosclerosis imaging. In this Review, we summarize the latest developments in PET imaging techniques and technologies for assessment of atherosclerotic cardiovascular disease and discuss the relationship between imaging readouts and transcriptomics-based plaque phenotyping.
Collapse
Affiliation(s)
- Alexander Maier
- Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Abraham J P Teunissen
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Cardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sheqouia A Nauta
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Cardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Esther Lutgens
- Cardiovascular Medicine and Immunology, Experimental Cardiovascular Immunology Laboratory, Mayo Clinic, Rochester, MN, USA
| | - Zahi A Fayad
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of 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, New York, NY, USA.
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Cardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| |
Collapse
|
4
|
Maes L, Versweyveld L, Evans NR, McCabe JJ, Kelly P, Van Laere K, Lemmens R. Novel Targets for Molecular Imaging of Inflammatory Processes of Carotid Atherosclerosis: A Systematic Review. Semin Nucl Med 2023:S0001-2998(23)00085-5. [PMID: 37996309 DOI: 10.1053/j.semnuclmed.2023.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 10/20/2023] [Accepted: 10/23/2023] [Indexed: 11/25/2023]
Abstract
Computed tomography angiography (CTA), magnetic resonance angiography (MRA) and 18F-FDG-PET have proven clinical value when evaluating patients with carotid atherosclerosis. In this systematic review, we will focus on the role of novel molecular imaging tracers in that assessment and their potential strengths to stratify stroke risk. We systematically searched PubMed, Embase, the Web of Science Core Collection, and Cochrane Library for articles reporting on molecular imaging to noninvasively detect or characterize inflammation in carotid atherosclerosis. As our focus was on nonclassical novel targets, we omitted reports solely on 18F-FDG and 18F-NaF. We summarized and mapped the selected studies to provide an overview of the current clinical development in molecular imaging in relation to risk factors, imaging and histological findings, diagnostic and prognostic performance. We identified 20 articles in which the utilized tracers to visualize carotid wall inflammation were somatostatin subtype-2- (SST2-) (n = 5), CXC-motif chemokine receptor 4- (CXCR4-) (n = 3), translocator protein- (TSPO-) (n = 2) and aVβ3 integrin-ligands (n = 2) and choline-tracers (n = 2). Tracer uptake correlated with traditional cardiovascular risk factors, that is, age, gender, diabetes, hypercholesterolemia, and hypertension as well as prior cardiovascular disease. We identified discrepancies between tracer uptake and grade of stenosis, plaque calcification, and 18F-FDG uptake, suggesting the importance of alternative characterization of atherosclerosis beyond classical neuroimaging features. Immunohistochemical analysis linked tracer uptake to markers of macrophage infiltration and neovascularization. Symptomatic carotid arteries showed higher uptake compared to asymptomatic (including contralateral, nonculprit) arteries. Some studies demonstrated a potential role of these novel molecular imaging as a specific intermediary (bio)marker for outcome. Several novel tracers show promise for identification of high-risk plaque inflammation. Based on the current evidence we cautiously propose the SST2-ligands and the choline radiotracers as viable candidates for larger prospective longitudinal outcome studies to evaluate their predictive use in clinical practice.
Collapse
Affiliation(s)
- Louise Maes
- Department of Neurology, University Hospitals Leuven, Leuven, Belgium; Department of Neurosciences, Experimental Neurology, KULeuven - University of Leuven, Leuven, Belgium.
| | - Louis Versweyveld
- Department of Neurology, University Hospitals Leuven, Leuven, Belgium; Department of Neurosciences, Experimental Neurology, KULeuven - University of Leuven, Leuven, Belgium
| | - Nicholas R Evans
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - John J McCabe
- Health Research Board (HRB), Stroke Clinical Trials Network Ireland (SCTNI), Dublin, Ireland; School of Medicine, University College Dublin (UCD), Dublin, Ireland; Department of Geriatric Medicine, Mater Misericordiae University Hospital Dublin, Dublin, Ireland
| | - Peter Kelly
- Health Research Board (HRB), Stroke Clinical Trials Network Ireland (SCTNI), Dublin, Ireland; School of Medicine, University College Dublin (UCD), Dublin, Ireland; Mater Misericordiae University Hospital Dublin, Stroke Service, Dublin, Ireland
| | - Koen Van Laere
- Division of Nuclear Medicine, University Hospitals Leuven, Leuven, Belgium; Department of Imaging and Pathology, KULeuven - University of Leuven - Nuclear Medicine and Molecular Imaging, Leuven, Belgium
| | - Robin Lemmens
- Department of Neurology, University Hospitals Leuven, Leuven, Belgium; Department of Neurosciences, Experimental Neurology, KULeuven - University of Leuven, Leuven, Belgium
| |
Collapse
|
5
|
McCabe JJ, Evans NR, Gorey S, Bhakta S, Rudd JHF, Kelly PJ. Imaging Carotid Plaque Inflammation Using Positron Emission Tomography: Emerging Role in Clinical Stroke Care, Research Applications, and Future Directions. Cells 2023; 12:2073. [PMID: 37626883 PMCID: PMC10453446 DOI: 10.3390/cells12162073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/11/2023] [Accepted: 08/13/2023] [Indexed: 08/27/2023] Open
Abstract
Atherosclerosis is a chronic systemic inflammatory condition of the vasculature and a leading cause of stroke. Luminal stenosis severity is an important factor in determining vascular risk. Conventional imaging modalities, such as angiography or duplex ultrasonography, are used to quantify stenosis severity and inform clinical care but provide limited information on plaque biology. Inflammatory processes are central to atherosclerotic plaque progression and destabilization. 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET) is a validated technique for quantifying plaque inflammation. In this review, we discuss the evolution of FDG-PET as an imaging modality to quantify plaque vulnerability, challenges in standardization of image acquisition and analysis, its potential application to routine clinical care after stroke, and the possible role it will play in future drug discovery.
Collapse
Affiliation(s)
- John J. McCabe
- Health Research Board Stroke Clinical Trials Network Ireland, Catherine McAuley Centre, Nelson Street, D07 KX5K Dublin, Ireland; (S.G.); (P.J.K.)
- Neurovascular Unit for Applied Translational and Therapeutics Research, Catherine McAuley Centre, Nelson Street, D07 KX5K Dublin, Ireland
- School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland
- Stroke Service, Department of Medicine for the Elderly, Mater Misericordiae University Hospital, Eccles Street, D07 R2WY Dublin, Ireland
| | - Nicholas R. Evans
- Department of Clinical Neurosciences, Box 83, Addenbrooke’s Hospital, University of Cambridge, Hills Road, Cambridge CB2 0QQ, UK; (N.R.E.); (S.B.)
| | - Sarah Gorey
- Health Research Board Stroke Clinical Trials Network Ireland, Catherine McAuley Centre, Nelson Street, D07 KX5K Dublin, Ireland; (S.G.); (P.J.K.)
- Neurovascular Unit for Applied Translational and Therapeutics Research, Catherine McAuley Centre, Nelson Street, D07 KX5K Dublin, Ireland
- School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland
- Stroke Service, Department of Medicine for the Elderly, Mater Misericordiae University Hospital, Eccles Street, D07 R2WY Dublin, Ireland
| | - Shiv Bhakta
- Department of Clinical Neurosciences, Box 83, Addenbrooke’s Hospital, University of Cambridge, Hills Road, Cambridge CB2 0QQ, UK; (N.R.E.); (S.B.)
| | - James H. F. Rudd
- Division of Cardiovascular Medicine, Addenbrooke’s Hospital, University of Cambridge, Hills Road, Cambridge CB2 0QQ, UK;
| | - Peter J. Kelly
- Health Research Board Stroke Clinical Trials Network Ireland, Catherine McAuley Centre, Nelson Street, D07 KX5K Dublin, Ireland; (S.G.); (P.J.K.)
- Neurovascular Unit for Applied Translational and Therapeutics Research, Catherine McAuley Centre, Nelson Street, D07 KX5K Dublin, Ireland
- School of Medicine, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland
- Stroke Service, Department of Medicine for the Elderly, Mater Misericordiae University Hospital, Eccles Street, D07 R2WY Dublin, Ireland
| |
Collapse
|
6
|
Soleimani M, Dashtbozorg B, Mirkhalaf M, Mirkhalaf S. A multiphysics-based artificial neural networks model for atherosclerosis. Heliyon 2023; 9:e17902. [PMID: 37483801 PMCID: PMC10362161 DOI: 10.1016/j.heliyon.2023.e17902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/25/2023] Open
Abstract
Atherosclerosis is a medical condition involving the hardening and/or thickening of arteries' walls. Mathematical multi-physics models have been developed to predict the development of atherosclerosis under different conditions. However, these models are typically computationally expensive. In this study, we used machine learning techniques, particularly artificial neural networks (ANN), to enhance the computational efficiency of these models. A database of multi-physics Finite Element Method (FEM) simulations was created and used for training and validating an ANN model. The model is capable of quick and accurate prediction of atherosclerosis development. A remarkable computational gain is obtained using the ANN model compared to the original FEM simulations.
Collapse
Affiliation(s)
- M. Soleimani
- Institute of Continuum Mechanics, Leibniz Universität Hannover, Hannover, Germany
| | - B. Dashtbozorg
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - M. Mirkhalaf
- School of Mechanical, Medical and Process Engineering, Queensland University of Technology, Brisbane, Australia
| | - S.M. Mirkhalaf
- Department of Physics, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
7
|
Nakahara T, Strauss HW, Narula J, Jinzaki M. Vulnerable Plaque Imaging. Semin Nucl Med 2023; 53:230-240. [PMID: 36333157 DOI: 10.1053/j.semnuclmed.2022.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 08/27/2022] [Accepted: 08/30/2022] [Indexed: 11/13/2022]
Abstract
Atherosclerotic plaques progress as a result of inflammation. Both invasive and noninvasive imaging techniques have been developed to identify and characterize plaque as vulnerable (more likely to rupture and cause a clinical event). Imaging techniques to identify vulnerable include identifying vessels with focal subendothelial collections of I) inflammatory cells; II) lipid/ fatty acid; III) local regions of hypoxia; IV) local expression of angiogenesis factors; V) local expression of protease; VI) intravascular foci of thrombus; hemorrhage (most often seen in the aftermath of a clinical event); VII) apoptosis and VIII) microcalcification. This review provides an overview of atherosclerotic plaque progression and tracers which can visualize specific molecules associated with vulnerability.
Collapse
Affiliation(s)
- Takehiro Nakahara
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan.
| | - H William Strauss
- Division of Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Jagat Narula
- Division of Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Mahahiro Jinzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| |
Collapse
|
8
|
Vorster M. Gallium-68 Labelled Radiopharmaceuticals for Imaging Inflammatory Disorders. Semin Nucl Med 2023; 53:199-212. [PMID: 36270829 DOI: 10.1053/j.semnuclmed.2022.08.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 08/18/2022] [Accepted: 08/22/2022] [Indexed: 12/24/2022]
Abstract
Inflammation is an important component of several chronic and debilitating diseases that result in significant morbidity and mortality. This is best evidenced within the cardiovascular system where it may manifest as atherosclerosis or myocarditis, and at the extreme end of the spectrum as myocardial infarction, ventricular remodeling, or cardiac failure. Early non-invasive detection and monitoring of inflammation in these and other settings may better guide patient management with resultant improved outcomes. Key role players in inflammation pathophysiology include chemokines, macrophages, neutrophils, fibroblasts, integrins, and reactive oxygen species, amongst others. Examples of receptor expression and over-expression include somatostatin receptors, CXCR4-, folate-, mannose-, TSPO- receptors and secretion of various vascular adhesion molecules (such as VCAM and ICAM). Gallium-68-based PET offers imaging possibilities for nearly all the major pathophysiological role players in inflammation, with mounting recent interest in macrophage differentiation, various forms of receptor expression and secretion of chemokines and vascular adhesion molecules. The advantages in terms of logistics and costs of having generator-produced PET probes available is well known, and a 68Ga-based tracer provides easily translatable theranostic possibilities to especially Lu-177. Some of the more versatile and better validated Ga-68-based inflammation probes include 68Ga-DOTA-TATE/NOC/TOC, 68Ga-NOTA-RGD, 68Ga-CXCR4, 68Ga-citrate and 68Ga-FAPI.
Collapse
Affiliation(s)
- Mariza Vorster
- Nuclear Medicine, Department of Nuclear Medicine at Inkosi Albert Luthuli Hospital, University of KwaZulu-Natal, Berea, KwaZulu-Natal, South Africa.
| |
Collapse
|
9
|
Carlsen EA, Loft M, Loft A, Czyzewska D, Andreassen M, Langer SW, Knigge U, Kjaer A. Prospective Phase II Trial of [ 68Ga]Ga-NODAGA-E[c(RGDyK)] 2 PET/CT Imaging of Integrin α vβ 3 for Prognostication in Patients with Neuroendocrine Neoplasms. J Nucl Med 2023; 64:252-259. [PMID: 35981899 PMCID: PMC9902862 DOI: 10.2967/jnumed.122.264383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/13/2022] [Accepted: 08/13/2022] [Indexed: 02/04/2023] Open
Abstract
Integrin αvβ3, a subtype of the arginine-glycine-aspartate (RGD)-recognizing cell surface integrins, is upregulated on endothelial cells during angiogenesis and on tumor cells. Because of involvement in tumor growth, invasiveness and metastases, and angiogenesis, integrin αvβ3 is an attractive target in cancers. In this study, we applied 68Ga-NODAGA-E[c(RGDyK)]2 for imaging of integrin αvβ3 in patients with neuroendocrine neoplasms (NENs) and its potential use for prognostication. We hypothesized that 68Ga-NODAGA-E[c(RGDyK)]2 PET/CT would show tumor lesion uptake and that higher tumor lesion uptake was associated with a poorer prognosis. Methods: Between December 2017 and November 2020 we prospectively enrolled 113 patients with NEN of all grades (2019 World Health Organization classification) for 68Ga-NODAGA-E[c(RGDyK)]2 PET/CT. The scan was acquired 45 min after injection of 200 MBq of 68Ga-NODAGA-E[c(RGDyK)]2 Board-certified specialists in nuclear medicine and radiology analyzed the PET/CT measuring SUVmax in tumor lesions. Positive tumor lesions were defined as those with tumor-to-liver background ≥ 2. Maximal tumor SUVmax for each patient was used as a predictor of outcome. Patients were followed for at least 1 y to assess progression-free survival and overall survival. Results: Of 113 patients enrolled in the trial, 99 underwent 68Ga-NODAGA-E[c(RGDyK)]2 PET/CT, with 97 patients having evaluable lesions. The patients predominantly had small intestinal (64%) or pancreatic (20%) NEN and most had metastatic disease (93%). Most patients had low-grade tumors (78%), whereas 22% had high-grade tumors. During a median follow-up of 31 mo (interquartile range, 26-38 mo), 62 patients (64%) experienced disease progression and 25 (26%) patients died. In total, 76% of patients had positive tumor lesions, and of the patients with high-grade tumors 91% had positive tumor lesions. High integrin αvβ3 expression, defined as an SUVmax of at least 5.25, had a hazard ratio of 2.11 (95% CI, 1.18-3.78) and 6.95 (95% CI, 1.64-29.51) for progression-free survival and overall survival, respectively (P = 0.01 for both). Conclusion: Tumor lesion uptake of 68Ga-NODAGA-E[c(RGDyK)]2 was evident in patients with all grades of NEN. High uptake was associated with a poorer prognosis. Further studies are warranted to establish whether 68Ga-NODAGA-E[c(RGDyK)]2 PET/CT may become a prediction tool for identification of patients eligible for treatments targeting integrin αvβ3.
Collapse
Affiliation(s)
- Esben Andreas Carlsen
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital, Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark;,ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Mathias Loft
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital, Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark;,ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Annika Loft
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital, Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark;,ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Dorota Czyzewska
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital, Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark;,ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Mikkel Andreassen
- ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark;,Department of Clinical Endocrinology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Seppo W. Langer
- ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark;,Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark;,Department Clinical Medicine, University of Copenhagen, Copenhagen, Denmark; and
| | - Ulrich Knigge
- ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark;,Department of Clinical Endocrinology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark;,Department of Surgical Gastroenterology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Andreas Kjaer
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital, Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark; .,ENETS Neuroendocrine Tumor Center of Excellence, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| |
Collapse
|
10
|
Dietz M, Dunet V, Mantziari S, Pomoni A, Dias Correia R, Testart Dardel N, Boughdad S, Nicod Lalonde M, Treglia G, Schafer M, Schaefer N, Prior JO. Comparison of integrin α vβ 3 expression with 68Ga-NODAGA-RGD PET/CT and glucose metabolism with 18F-FDG PET/CT in esophageal or gastroesophageal junction cancers. Eur J Hybrid Imaging 2023; 7:3. [PMID: 36720731 PMCID: PMC9889587 DOI: 10.1186/s41824-023-00162-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 01/09/2023] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The primary aims of this study were to compare in patients with esophageal or esophagogastric junction cancers the potential of 68Ga-NODAGA-RGD PET/CT with that of 18F-FDG PET/CT regarding tumoral uptake and distribution, as well as histopathologic examination. METHODS Ten 68Ga-NODAGA-RGD and ten 18F-FDG PET/CT were performed in nine prospectively included participants (1 woman; aged 58 ± 8.4 y, range 40-69 y). Maximum SUV (SUVmax) and metabolic tumor volumes (MTV) were calculated. The Mann-Whitney U test and Spearman correlation analysis (ρ) were used. RESULTS 68Ga-NODAGA-RGD PET/CT detected positive uptake in 10 primary sites (8 for primary tumors and 2 for local relapse suspicion), 6 lymph nodes and 3 skeletal sites. 18F-FDG PET/CT detected positive uptake in the same sites but also in 16 additional lymph nodes and 1 adrenal gland. On a lesion-based analysis, SUVmax of 18F-FDG was significantly higher than those of 68Ga-NODAGA-RGD (4.9 [3.7-11.3] vs. 3.2 [2.6-4.2] g/mL, p = 0.014). Only one participant showed a higher SUVmax in an osseous metastasis with 68Ga-NODAGA-RGD as compared to 18F-FDG (6.6 vs. 3.9 g/mL). Correlation analysis showed positive correlation between 18F-FDG and 68Ga-NODAGA-RGD PET parameters (ρ = 0.56, p = 0.012 for SUVmax, ρ = 0.78, p < 0.001 for lesion-to-background ratios and ρ = 0.58, p = 0.024 for MTV). We observed that 18F-FDG uptake was homogenous inside all the confirmed primary sites (n = 9). In contrast, 68Ga-NODAGA-RGD PET showed more heterogenous uptake in 6 out of the 9 confirmed primary sites (67%), seen mostly in the periphery of the tumor in 5 out of the 9 confirmed primary sites (56%), and showed slight extensions into perilesional structures in 5 out of the 9 confirmed primary sites (56%). CONCLUSIONS In conclusion, 68Ga-NODAGA-RGD has lower potential in the detection of esophageal or esophagogastric junction malignancies compared to 18F-FDG. However, the results suggest that PET imaging of integrin αvβ3 expression may provide complementary information and could aid in tumor diversity and delineation. TRIAL REGISTRATION Trial registration: NCT02666547. Registered January 28, 2016-Retrospectively registered, https://clinicaltrials.gov/ct2/show/NCT02666547 .
Collapse
Affiliation(s)
- Matthieu Dietz
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland ,grid.25697.3f0000 0001 2172 4233INSERM U1060, CarMeN Laboratory, University of Lyon, Lyon, France
| | - Vincent Dunet
- grid.8515.90000 0001 0423 4662Department of Diagnostic and Interventional Radiology, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland ,grid.9851.50000 0001 2165 4204University of Lausanne, Lausanne, Switzerland
| | - Styliani Mantziari
- grid.9851.50000 0001 2165 4204University of Lausanne, Lausanne, Switzerland ,grid.8515.90000 0001 0423 4662Department of Visceral Surgery, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Anastasia Pomoni
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Ricardo Dias Correia
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Nathalie Testart Dardel
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Sarah Boughdad
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Marie Nicod Lalonde
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland ,grid.9851.50000 0001 2165 4204University of Lausanne, Lausanne, Switzerland
| | - Giorgio Treglia
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland ,grid.9851.50000 0001 2165 4204University of Lausanne, Lausanne, Switzerland ,grid.469433.f0000 0004 0514 7845Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Bellinzona, Switzerland ,grid.29078.340000 0001 2203 2861Università Della Svizzera Italiana, Lugano, Switzerland
| | - Markus Schafer
- grid.9851.50000 0001 2165 4204University of Lausanne, Lausanne, Switzerland ,grid.8515.90000 0001 0423 4662Department of Visceral Surgery, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland
| | - Niklaus Schaefer
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland ,grid.9851.50000 0001 2165 4204University of Lausanne, Lausanne, Switzerland
| | - John O. Prior
- grid.8515.90000 0001 0423 4662Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Rue du Bugnon 46, 1011 Lausanne, Switzerland ,grid.9851.50000 0001 2165 4204University of Lausanne, Lausanne, Switzerland
| |
Collapse
|
11
|
Ng SJ, Lau HC, Naseer R, Sandhu S, Raynor WY, Werner TJ, Alavi A. Atherosclerosis Imaging. PET Clin 2023; 18:71-80. [DOI: 10.1016/j.cpet.2022.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|
12
|
Laursen JC, Rasmussen IKB, Zobel EH, Hasbak P, Holmvang L, Hansen CS, von Scholten BJ, Frimodt-Møller M, Rossing P, Hansen TW, Kjaer A, Ripa RS. In vivo molecular imaging of cardiac angiogenesis in persons with and without type 2 diabetes: A cross-sectional 68 Ga-RGD-PET study. Diabet Med 2023; 40:e14960. [PMID: 36135822 DOI: 10.1111/dme.14960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 09/14/2022] [Indexed: 11/28/2022]
Abstract
AIMS To assess cardiac angiogenesis in type 2 diabetes by positron emission tomography (PET) tracer [68 Ga]Ga-NODAGA-E[(cRGDyK)]2 (68 Ga-RGD) imaging. METHODS Cross-sectional study including 20 persons with type 2 diabetes and 10 non-diabetic controls (CONs). Primary prespecified outcome was difference in cardiac angiogenesis (cardiac 68 Ga-RGD mean target-to-background ratio [TBRmean ]) between type 2 diabetes and CONs. Secondary outcome was to investigate associations between cardiac angiogenesis and kidney function and other risk factors. RESULTS Participants with type 2 diabetes had a mean ± SD age of 61 ± 9 years, 30% were women, median (IQR) diabetes duration of 11 (6-19) years and 3 (15%) had a history of cardiovascular disease. The CONs had comparable age and sex distribution to the participants with type 2 diabetes, and none had a history of coronary artery disease. Myocardial flow reserve was lower in type 2 diabetes (2.7 ± 0.6) compared with CONs (3.4 ± 1.2) ( p = 0.03) and coronary artery calcium score was higher (562 [142-905] vs. 1 [0-150] p = 0.04). Cardiac 68 Ga-RGD TBRmean was similar in participants with type 2 diabetes (0.89 ± 0.09) and CONs (0.89 ± 0.10) ( p = 0.92). Cardiac 68 Ga-RGD TBRmean was not associated with estimated glomerular filtration rate, urine albumin creatinine ratio, cardiovascular disease, coronary artery calcium score or baroreflex sensitivity, neither in pooled analyses nor in type 2 diabetes. CONCLUSIONS Cardiac angiogenesis, evaluated with 68 Ga-RGD PET, was similar in type 2 diabetes and CONs. Cardiac angiogenesis was not associated with kidney function or other risk markers in pooled analyses or in analyses restricted to type 2 diabetes.
Collapse
Affiliation(s)
| | | | - Emilie Hein Zobel
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Novo Nordisk, Bagsvaerd, Denmark
| | - Philip Hasbak
- Department of Clinical Physiology, Nuclear Medicine and PET & Cluster for Molecular Imaging, Copenhagen University Hospital - Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Lene Holmvang
- Department of Cardiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | | | - Bernt Johan von Scholten
- Department of Clinical Physiology, Nuclear Medicine and PET & Cluster for Molecular Imaging, Copenhagen University Hospital - Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Peter Rossing
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | | | | |
Collapse
|
13
|
Dietz M, Kamani CH, Dunet V, Fournier S, Rubimbura V, Testart Dardel N, Schaefer A, Jreige M, Boughdad S, Nicod Lalonde M, Schaefer N, Mewton N, Prior JO, Treglia G. Overview of the RGD-Based PET Agents Use in Patients With Cardiovascular Diseases: A Systematic Review. Front Med (Lausanne) 2022; 9:887508. [PMID: 35602497 PMCID: PMC9120643 DOI: 10.3389/fmed.2022.887508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 04/19/2022] [Indexed: 01/02/2023] Open
Abstract
Studies using arginine–glycine–aspartate (RGD)-PET agents in cardiovascular diseases have been recently published. The aim of this systematic review was to perform an updated, evidence-based summary about the role of RGD-based PET agents in patients with cardiovascular diseases to better address future research in this setting. Original articles within the field of interest reporting the role of RGD-based PET agents in patients with cardiovascular diseases were eligible for inclusion in this systematic review. A systematic literature search of PubMed/MEDLINE and Cochrane library databases was performed until October 26, 2021. Literature shows an increasing role of RGD-based PET agents in patients with cardiovascular diseases. Overall, two main topics emerged: the infarcted myocardium and atherosclerosis. The existing studies support that αvβ3 integrin expression in the infarcted myocardium is well evident in RGD PET/CT scans. RGD-based PET radiotracers accumulate at the site of infarction as early as 3 days and seem to be peaking at 1–3 weeks post myocardial infarction before decreasing, but only 1 study assessed serial changes of myocardial RGD-based PET uptake after ischemic events. RGD-based PET uptake in large vessels showed correlation with CT plaque burden, and increased signal was found in patients with prior cardiovascular events. In human atherosclerotic carotid plaques, increased PET signal was observed in stenotic compared with non-stenotic areas based on MR or CT angiography data. Histopathological analysis found a co-localization between tracer accumulation and areas of αvβ3 expression. Promising applications using RGD-based PET agents are emerging, such as prediction of remodeling processes in the infarcted myocardium or detection of active atherosclerosis, with potentially significant clinical impact.
Collapse
Affiliation(s)
- Matthieu Dietz
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
- INSERM U1060, CarMeN Laboratory, University of Lyon, Lyon, France
| | - Christel H. Kamani
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
- Cardiology Department, Lausanne University Hospital, Lausanne, Switzerland
| | - Vincent Dunet
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital, Lausanne, Switzerland
- University of Lausanne, Lausanne, Switzerland
| | - Stephane Fournier
- Cardiology Department, Lausanne University Hospital, Lausanne, Switzerland
- University of Lausanne, Lausanne, Switzerland
| | - Vladimir Rubimbura
- Cardiology Department, Lausanne University Hospital, Lausanne, Switzerland
| | - Nathalie Testart Dardel
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
| | - Ana Schaefer
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
| | - Mario Jreige
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital, Lausanne, Switzerland
| | - Sarah Boughdad
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
| | - Marie Nicod Lalonde
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
- University of Lausanne, Lausanne, Switzerland
| | - Niklaus Schaefer
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
- University of Lausanne, Lausanne, Switzerland
| | - Nathan Mewton
- INSERM U1060, CarMeN Laboratory, University of Lyon, Lyon, France
- Cardiovascular Hospital Louis Pradel, Department of Heart Failure, Hospices Civils de Lyon, Lyon, France
- Clinical Investigation Center Inserm 1407, Lyon, France
| | - John O. Prior
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
- University of Lausanne, Lausanne, Switzerland
- *Correspondence: John O. Prior
| | - Giorgio Treglia
- Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital, Lausanne, Switzerland
- University of Lausanne, Lausanne, Switzerland
- Clinic of Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Università della Svizzera Italiana, Lugano, Switzerland
| |
Collapse
|
14
|
Prigent K, Vigne J. Advances in Radiopharmaceutical Sciences for Vascular Inflammation Imaging: Focus on Clinical Applications. Molecules 2021; 26:molecules26237111. [PMID: 34885690 PMCID: PMC8659223 DOI: 10.3390/molecules26237111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 11/09/2021] [Accepted: 11/19/2021] [Indexed: 01/18/2023] Open
Abstract
Biomedical imaging technologies offer identification of several anatomic and molecular features of disease pathogenesis. Molecular imaging techniques to assess cellular processes in vivo have been useful in advancing our understanding of several vascular inflammatory diseases. For the non-invasive molecular imaging of vascular inflammation, nuclear medicine constitutes one of the best imaging modalities, thanks to its high sensitivity for the detection of probes in tissues. 2-[18F]fluoro-2-deoxy-d-glucose ([18F]FDG) is currently the most widely used radiopharmaceutical for molecular imaging of vascular inflammatory diseases such as atherosclerosis and large-vessel vasculitis. The combination of [18F]FDG and positron emission tomography (PET) imaging has become a powerful tool to identify and monitor non-invasively inflammatory activities over time but suffers from several limitations including a lack of specificity and avid background in different localizations. The use of novel radiotracers may help to better understand the underlying pathophysiological processes and overcome some limitations of [18F]FDG PET for the imaging of vascular inflammation. This review examines how [18F]FDG PET has given us deeper insight into the role of inflammation in different vascular pathologies progression and discusses perspectives for alternative radiopharmaceuticals that could provide a more specific and simple identification of pathologies where vascular inflammation is implicated. 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. Future research is needed to realize the true clinical translational value of PET imaging in vascular inflammatory diseases.
Collapse
Affiliation(s)
- Kevin Prigent
- CHU de Caen Normandie, Department of Nuclear Medicine, Normandie Université, UNICAEN, 14000 Caen, France;
| | - Jonathan Vigne
- CHU de Caen Normandie, Department of Nuclear Medicine, Normandie Université, UNICAEN, 14000 Caen, France;
- CHU de Caen Normandie, Department of Pharmacy, Normandie Université, UNICAEN, 14000 Caen, France
- UNICAEN, INSERM U1237, Etablissement Français du Sang, Physiopathology and Imaging of Neurological Disorders (PhIND), Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), Normandie University, 14000 Caen, France
- Correspondence:
| |
Collapse
|