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Palamidas DA, Kalykakis G, Benaki D, Chatzis L, Argyropoulou OD, Palla P, Kollia A, Kafouris P, Metaxas M, Goules AV, Mikros E, Kambas K, Anagnostopoulos CD, Tzioufas AG. 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in Large-Vessel Vasculitis During Active and Inactive Disease Stages Is Associated with the Metabolic Profile, but Not the Macrophage-Related Cytokines: A Proof-of-Concept Study. Cells 2024; 13:1851. [PMID: 39594602 PMCID: PMC11592869 DOI: 10.3390/cells13221851] [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: 10/04/2024] [Accepted: 11/05/2024] [Indexed: 11/28/2024] Open
Abstract
Giant cell arteritis (GCA) is an autoimmune/autoinflammatory disease affecting large vessels in patients over 50 years old. The disease presents as an acute inflammatory response with two phenotypes, cranial GCA and large-vessel vasculitis (LV)-GCA, involving the thoracic aorta and its branches. 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET-CT) is among the imaging techniques contributing to diagnosing patients with systemic disease. However, its association with soluble inflammatory markers is still elusive. This proof-of-concept study aims to identify novel soluble serum biomarkers in PET/CT-positive patients with LV-GCA and associate them with active (0 months) and inactive disease (6 months following treatment), in sequential samples. The most-diseased-segment target-to-background ratio (TBRMDS) was calculated for 13 LV-GCA patients, while 14 cranial GCA and 14 Polymyalgia Rheumatica patients with negative initial PET/CT scans served as disease controls. Serum macrophage-related cytokines were evaluated by cytometric bead array (CBA). Finally, previously published NMR/metabolomics data acquired from the same blood sampling were analyzed along with PET/CT findings. TBRMDS was significantly increased in active versus inactive disease (3.32 vs. 2.65, p = 0.006). The analysis identified nine serum metabolites as more sensitive to change from the active to inactive state. Among them, choline levels were exclusively altered in the LV-GCA group but not in the disease controls. Cytokine levels were not associated with PET/CT activity. Combining CRP, ESR, and TBRMDS with choline levels, a composite index was generated to distinguish active and inactive LV-GCA (20.4 vs. 11.62, p = 0.001). These preliminary results could pave the way for more extensive studies integrating serum metabolomic parameters with PET/CT imaging data to extract sensitive composite disease indexes useful for everyday clinical practice.
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Affiliation(s)
- Dimitris Anastasios Palamidas
- Department of Pathophysiology and Joint Academic Rheumatology Program, School of Medicine, National and Kapodistrian University of Athens, 11526 Athens, Greece
| | - Georgios Kalykakis
- Department of Informatics, Ionian University, 49100 Kerkyra, Greece
- PET-CT Department & Preclinical Imaging Unit, Center for Experimental Surgery, Clinical & Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Dimitra Benaki
- Department of Pharmaceutical Chemistry, School of Pharmacy, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Loukas Chatzis
- Department of Pathophysiology and Joint Academic Rheumatology Program, School of Medicine, National and Kapodistrian University of Athens, 11526 Athens, Greece
- Research Institute for Systemic Autoimmune Diseases, 11526 Athens, Greece
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Ourania D. Argyropoulou
- Department of Pathophysiology and Joint Academic Rheumatology Program, School of Medicine, National and Kapodistrian University of Athens, 11526 Athens, Greece
| | - Panagiota Palla
- Department of Pathophysiology and Joint Academic Rheumatology Program, School of Medicine, National and Kapodistrian University of Athens, 11526 Athens, Greece
| | - Antonia Kollia
- PET-CT Department & Preclinical Imaging Unit, Center for Experimental Surgery, Clinical & Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Pavlos Kafouris
- PET-CT Department & Preclinical Imaging Unit, Center for Experimental Surgery, Clinical & Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Marinos Metaxas
- PET-CT Department & Preclinical Imaging Unit, Center for Experimental Surgery, Clinical & Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Andreas V. Goules
- Department of Pathophysiology and Joint Academic Rheumatology Program, School of Medicine, National and Kapodistrian University of Athens, 11526 Athens, Greece
- Research Institute for Systemic Autoimmune Diseases, 11526 Athens, Greece
| | - Emmanuel Mikros
- Department of Pharmaceutical Chemistry, School of Pharmacy, National and Kapodistrian University of Athens, 15771 Athens, Greece
- Athena Research and Innovation Center in Information Communication & Knowledge Technologies, 15125 Marousi, Greece
| | - Konstantinos Kambas
- Laboratory of Molecular Genetics, Department of Immunology, Hellenic Pasteur Institute, 11521 Athens, Greece
| | - Constantinos D. Anagnostopoulos
- PET-CT Department & Preclinical Imaging Unit, Center for Experimental Surgery, Clinical & Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Athanasios G. Tzioufas
- Department of Pathophysiology and Joint Academic Rheumatology Program, School of Medicine, National and Kapodistrian University of Athens, 11526 Athens, Greece
- Research Institute for Systemic Autoimmune Diseases, 11526 Athens, Greece
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
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Manning JE, Harris E, Mathieson H, Sorensen L, Luqmani R, McGettrick HM, Morgan AW, Young SP, Mackie SL. Polymyalgia rheumatica shows metabolomic alterations that are further altered by glucocorticoid treatment: Identification of metabolic correlates of fatigue. J Autoimmun 2024; 147:103260. [PMID: 38797046 DOI: 10.1016/j.jaut.2024.103260] [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: 01/10/2024] [Revised: 04/17/2024] [Accepted: 05/21/2024] [Indexed: 05/29/2024]
Abstract
OBJECTIVE In polymyalgia rheumatica (PMR), glucocorticoids (GCs) relieve pain and stiffness, but fatigue may persist. We aimed to explore the effect of disease, GCs and PMR symptoms in the metabolite signatures of peripheral blood from patients with PMR or the related disease, giant cell arteritis (GCA). METHODS Nuclear magnetic resonance spectroscopy was performed on serum from 40 patients with untreated PMR, 84 with new-onset confirmed GCA, and 53 with suspected GCA who later were clinically confirmed non-GCA, and 39 age-matched controls. Further samples from PMR patients were taken one and six months into glucocorticoid therapy to explore relationship of metabolites to persistent fatigue. 100 metabolites were identified using Chenomx and statistical analysis performed in SIMCA-P to examine the relationship between metabolic profiles and, disease, GC treatment or symptoms. RESULTS The metabolite signature of patients with PMR and GCA differed from that of age-matched non-inflammatory controls (R2 > 0.7). There was a smaller separation between patients with clinically confirmed GCA and those with suspected GCA who later were clinically confirmed non-GCA (R2 = 0.135). In PMR, metabolite signatures were further altered with glucocorticoid treatment (R2 = 0.42) but did not return to that seen in controls. Metabolites correlated with CRP, pain, stiffness, and fatigue (R2 ≥ 0.39). CRP, pain, and stiffness declined with treatment and were associated with 3-hydroxybutyrate and acetoacetate, but fatigue did not. Metabolites differentiated patients with high and low fatigue both before and after treatment (R2 > 0.9). Low serum glutamine was predictive of high fatigue at both time points (0.79-fold change). CONCLUSION PMR and GCA alter the metabolite signature. In PMR, this is further altered by glucocorticoid therapy. Treatment-induced metabolite changes were linked to measures of inflammation (CRP, pain and stiffness), but not to fatigue. Furthermore, metabolite signatures distinguished patients with high or low fatigue.
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Affiliation(s)
- Julia E Manning
- Institute for Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, B15-2TT, UK.
| | - Emma Harris
- School of Medicine, University of Leeds, Leeds, LS7 4SA, UK and School of Human and Health Sciences, University of Huddersfield, Huddersfield, UK.
| | - Hannah Mathieson
- School of Medicine, University of Leeds, Leeds, LS7 4SA, UK and Leeds NIHR Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK.
| | - Louise Sorensen
- School of Medicine, University of Leeds, Leeds, LS7 4SA, UK.
| | - Raashid Luqmani
- NIHR Musculoskeletal Biomedical Research Unit, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Science, University of Oxford, Oxford, UK.
| | - Helen M McGettrick
- Institute for Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, B15-2TT, UK.
| | - Ann W Morgan
- School of Medicine, University of Leeds, Leeds, School of Human and Health Sciences, University of Huddersfield, Huddersfield, And Leeds NIHR Medtech and in Vitro Diagnostics Co-operative, Leeds Teaching Hospitals NHS Trust, Leeds, LS7 4SA, UK.
| | - Stephen P Young
- Institute for Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, B15-2TT, UK.
| | - Sarah L Mackie
- School of Medicine, University of Leeds, Leeds, LS7 4SA, UK and School of Human and Health Sciences, University of Huddersfield, Huddersfield, UK.
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Palamidas DA, Chatzis L, Papadaki M, Gissis I, Kambas K, Andreakos E, Goules AV, Tzioufas AG. Current Insights into Tissue Injury of Giant Cell Arteritis: From Acute Inflammatory Responses towards Inappropriate Tissue Remodeling. Cells 2024; 13:430. [PMID: 38474394 PMCID: PMC10930978 DOI: 10.3390/cells13050430] [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: 01/31/2024] [Revised: 02/25/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024] Open
Abstract
Giant cell arteritis (GCA) is an autoimmune disease affecting large vessels in patients over 50 years old. It is an exemplary model of a classic inflammatory disorder with IL-6 playing the leading role. The main comorbidities that may appear acutely or chronically are vascular occlusion leading to blindness and thoracic aorta aneurysm formation, respectively. The tissue inflammatory bulk is expressed as acute or chronic delayed-type hypersensitivity reactions, the latter being apparent by giant cell formation. The activated monocytes/macrophages are associated with pronounced Th1 and Th17 responses. B-cells and neutrophils also participate in the inflammatory lesion. However, the exact order of appearance and mechanistic interactions between cells are hindered by the lack of cellular and molecular information from early disease stages and accurate experimental models. Recently, senescent cells and neutrophil extracellular traps have been described in tissue lesions. These structures can remain in tissues for a prolonged period, potentially favoring inflammatory responses and tissue remodeling. In this review, current advances in GCA pathogenesis are discussed in different inflammatory phases. Through the description of these-often overlapping-phases, cells, molecules, and small lipid mediators with pathogenetic potential are described.
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Affiliation(s)
- Dimitris Anastasios Palamidas
- Department of Pathophysiology, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (D.A.P.); (L.C.); (A.V.G.)
| | - Loukas Chatzis
- Department of Pathophysiology, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (D.A.P.); (L.C.); (A.V.G.)
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece; (M.P.); (E.A.)
| | - Maria Papadaki
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece; (M.P.); (E.A.)
| | - Ilias Gissis
- Department of Thoracic and Cardiovascular Surgery, Evangelismos General Hospital, 11473 Athens, Greece;
| | - Konstantinos Kambas
- Laboratory of Molecular Genetics, Department of Immunology, Hellenic Pasteur Institute, 11521 Athens, Greece;
| | - Evangelos Andreakos
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece; (M.P.); (E.A.)
| | - Andreas V. Goules
- Department of Pathophysiology, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (D.A.P.); (L.C.); (A.V.G.)
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece; (M.P.); (E.A.)
| | - Athanasios G. Tzioufas
- Department of Pathophysiology, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (D.A.P.); (L.C.); (A.V.G.)
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece; (M.P.); (E.A.)
- Research Institute for Systemic Autoimmune Diseases, 11527 Athens, Greece
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