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Ding X, Xue L, Wang M, Zhu S, Zhu K, Jiang S, Wu J, Miao L. Dynamics and implications of anti-drug antibodies against adalimumab using ultra-sensitive and highly drug-tolerant assays. Front Immunol 2024; 15:1429544. [PMID: 39238635 PMCID: PMC11374634 DOI: 10.3389/fimmu.2024.1429544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 08/05/2024] [Indexed: 09/07/2024] Open
Abstract
Background Adalimumab induces the production of anti-drug antibodies (ADA) that may lead to reduced drug concentration and loss-of-response, posing significant clinical challenges. However, traditional immunoassays have limitations in terms of sensitivity and drug-tolerance, hindering the insights of ADA response. Methods Herein, we developed an integrated immunoassay platform combining the electrochemiluminescence immunoassay with immunomagnetic separation strategy. A longitudinal cohort study involving 49 patients with ankylosing spondylitis was carried out to analyze the dynamic profiles of ADA and to investigate the impact of ADA on adalimumab pharmacokinetics using a population pharmacokinetic model. Additionally, cross-sectional data from 12 patients were collected to validate the correlation between ADA levels and disease relapse. Results The ADA assay demonstrated high sensitivity (0.4 ng/mL) and drug-tolerance (100 μg/mL), while the neutralizing antibodies (NAB) assay showed a sensitivity of 100 ng/mL and drug-tolerance of 20 μg/mL. Analysis of the longitudinal cohort revealed that a majority of patients (44/49, 90%) developed persistent ADA within the first 24 weeks of treatment. ADA levels tended to plateau over time after an initial increase during the early immune response phase. Further, nearly all of the tested patients (26/27, 96%) were classified as NAB positive, with a strong correlation between ADA levels and neutralization capacity (R2 = 0.83, P < 0.001). Population pharmacokinetic modeling revealed a significant positive association between model-estimated individual clearance and observed ADA levels. Higher ADA levels were associated with adalimumab clearance and disease relapse in a cross-sectional cohort, suggesting a promising ADA threshold of 10 for potential clinical application. Moreover, the IgG class was the primary contributor to ADA against adalimumab and the apparent affinity exhibited an increasing trend over time, indicating a T-cell dependent mechanism for ADA elicitation by adalimumab. Conclusion In summary, this integrated immunoassay platform shows promise for in-depth analysis of ADA against biologics, offering fresh insights into immunogenicity and its clinical implications.
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Affiliation(s)
- Xiaoliang Ding
- Department of Pharmacy, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
| | - Ling Xue
- Department of Pharmacy, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
| | - Mingjun Wang
- Department of Rheumatology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Shengxiong Zhu
- Department of Pharmacy, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
- College of Pharmaceutical Sciences, Soochow University, Suzhou, China
| | - Kouzhu Zhu
- Department of Pharmacy, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
- College of Pharmaceutical Sciences, Soochow University, Suzhou, China
| | - Sheng Jiang
- Department of Pharmacy, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
- College of Pharmaceutical Sciences, Soochow University, Suzhou, China
| | - Jian Wu
- Department of Rheumatology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Liyan Miao
- Department of Pharmacy, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
- College of Pharmaceutical Sciences, Soochow University, Suzhou, China
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2
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Krieckaert CL, van Tubergen A, Gehin JE, Hernández-Breijo B, Le Mélédo G, Balsa A, Böhm P, Cucnik S, Elkayam O, Goll GL, Hooijberg F, Jani M, Kiely PD, McCarthy N, Mulleman D, Navarro-Compán V, Payne K, Perry ME, Plasencia-Rodriguez C, Stones SR, Syversen SW, de Vries A, Ward KM, Wolbink G, Isaacs JD. EULAR points to consider for therapeutic drug monitoring of biopharmaceuticals in inflammatory rheumatic and musculoskeletal diseases. Ann Rheum Dis 2023; 82:65-73. [PMID: 35551063 DOI: 10.1136/annrheumdis-2022-222155] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 04/06/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To develop EULAR points-to-consider for therapeutic drug monitoring (TDM) of biopharmaceuticals in inflammatory rheumatic and musculoskeletal diseases (RMDs). METHODS The points-to-consider were developed in accordance with EULAR standardised operation procedures by a multidisciplinary task force from eight European countries, based on a systematic literature review and expert consensus. Level of evidence and strength of the points-to-consider were determined, and mean levels of agreement among the task force were calculated using a 10-point rating scale. RESULTS Six overarching principles and 13 points-to-consider were formulated. The level of agreement among the task force for the overarching principles and points-to-consider ranged from 8.4 to 9.9.The overarching principles define TDM and its subtypes, and reinforce the underlying pharmacokinetic/pharmacodynamic principles, which are relevant to all biopharmaceutical classes. The points-to-consider highlight the clinical utility of the measurement and interpretation of biopharmaceutical blood concentrations and antidrug antibodies in specific clinical scenarios, including factors that influence these parameters. In general, proactive use of TDM is not recommended but reactive TDM could be considered in certain clinical situations. An important factor limiting wider adoption of TDM is the lack of both high quality trials addressing effectiveness and safety of TDM and robust economic evaluation in patients with RMDs. Future research should focus on providing this evidence, as well as on further understanding of pharmacokinetic and pharmacodynamic characteristics of biopharmaceuticals. CONCLUSION These points-to-consider are evidence-based and consensus-based statements for the use of TDM of biopharmaceuticals in inflammatory RMDs, addressing the clinical utility of TDM.
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Affiliation(s)
- Charlotte Lm Krieckaert
- Reumatology, Amsterdam Rheumatology and Immunology Center, Reade, Amsterdam, The Netherlands
| | - Astrid van Tubergen
- Medicine, Division of Rheumatology, Maastricht University Medical Centre+, Maastricht, The Netherlands.,CAPHRI, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Johanna Elin Gehin
- Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway.,Faculty of Medicine, University of Oslo, Oslo, Norway
| | | | | | - Alejandro Balsa
- Immuno-Rheumatology Research Group, La Paz University Hospital, Madrid, Spain.,Rheumatology, La Paz University Hospital, Madrid, Spain
| | - Peter Böhm
- Forschungspartner, Deutsche Rheuma-Liga Bundesverband, Bonn, Germany
| | - Sasa Cucnik
- Rheumatology, Ljubljanski Univerzitetni klinicni center, Ljubljana, Slovenia.,Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Ori Elkayam
- Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Guro L Goll
- Rheumatology and Research, Diakonhjemmet Hospital, Oslo, Norway
| | - Femke Hooijberg
- Rheumatology, Reade Hoofdlocatie Dr Jan van Breemenstraat, Amsterdam, The Netherlands
| | - Meghna Jani
- Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK.,Rheumatology, Salford Royal NHS Foundation Trust, Salford, UK
| | - Patrick Dw Kiely
- Department of Rheumatology, St George's University Hospitals NHS Foundation Trust, London, UK.,Institute of Medical and Biochemical Education, St George's University Hospitals NHS Foundation Trust, London, UK
| | - Neil McCarthy
- Patient Representative, Newcastle upon Tyne Hospitals NHS Foundation Trust, Manchester, UK
| | - Denis Mulleman
- Rheumatology, Regional University Hospital Centre Tours, Tours, France
| | | | - Katherine Payne
- Division of Population Health, Health Services Research and Primary Care, Manchester Academic Health Science Centre, Manchester, UK.,NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Martin E Perry
- Centre for Rheumatic Diseases, Royal Alexandra Hospital, Paisley, UK
| | | | - Simon R Stones
- EULAR Patient Research partner, Collaboro Consulting, Manchester, UK
| | | | | | - Katherine M Ward
- Department of Rheumatology, Diakonhjemmet Hospital Department of Rheumatology, Oslo, Norway
| | - Gertjan Wolbink
- Reumatology, Amsterdam Rheumatology and Immunology Center, Reade, Amsterdam, The Netherlands.,Immunopathology, Sanquin Research, Amsterdam, The Netherlands
| | - John D Isaacs
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK .,Musculoskeletal Unit, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
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3
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Krieckaert C, Hernández-Breijo B, Gehin JE, le Mélédo G, Balsa A, Jani M, Mulleman D, Navarro-Compan V, Wolbink G, Isaac J, van Tubergen A. Therapeutic drug monitoring of biopharmaceuticals in inflammatory rheumatic and musculoskeletal disease: a systematic literature review informing EULAR points to consider. RMD Open 2022; 8:e002216. [PMID: 35980738 PMCID: PMC9171282 DOI: 10.1136/rmdopen-2022-002216] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 05/18/2022] [Indexed: 01/08/2023] Open
Abstract
The objectives of this review were to collect and summarise evidence on therapeutic drug monitoring (TDM) of biopharmaceuticals in inflammatory rheumatic and musculoskeletal diseases and to inform the EULAR Task Force for the formulation of evidence-based points to consider. A systematic literature review (SLR) was performed, covering technical aspects and (clinical) utility of TDM, to answer 13 research questions. MEDLINE, Embase and Cochrane were searched until July 2020. American College of Rheumatology and EULAR abstracts were also considered for inclusion. Data were extracted in evidence tables and risk of bias assessment was performed. For the search on technical aspects, 678 records were identified, of which 22 papers were selected. For the clinical utility search, 3846 records were identified, of which 108 papers were included. Patient-related factors associated with biopharmaceutical blood concentrations included body weight, methotrexate comedication and disease activity. The identification of a target range was hampered by study variability, mainly disease activity measures and study type. Evidence was inconsistent for multiple clinical situations in which TDM is currently applied. However, for some particular scenarios, including prediction of future treatment response, non-response to treatment, tapering and hypersensitivity reactions, robust evidence was found. There is currently no evidence for routine use of proactive TDM, in part because published cost-effectiveness analyses do not incorporate the current landscape of biopharmaceutical costs and usage. This SLR yields evidence in favour of TDM of biopharmaceuticals in some clinical scenarios, but evidence is insufficient to support implementation of routine use of TDM.
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Affiliation(s)
- Charlotte Krieckaert
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Reade, Amsterdam, The Netherlands
| | | | - Johanna Elin Gehin
- Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway
| | | | | | - Meghna Jani
- Centre for Epidemiology versus Arthritis, Centre for Musculoskeletal Research, The University of Manchester, Manchester, UK
- department of Rheumatology, Salford Royal Hospitals NHS Trust, Salford, UK
| | | | | | - Gertjan Wolbink
- Immunopathology, Sanquin Research, Amsterdam, The Netherlands
| | - John Isaac
- Translational and Clinical Research Institute, Newcastle University and Musculoskeletal Unit, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Astrid van Tubergen
- department of Medicine, Division of Rheumatology, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
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Maselis K, Žekevičiūtė R, Vaitkus A. Refractoriness to drugs in migraine may be the result of developing anti-drug antibodies. Med Hypotheses 2020; 146:110459. [PMID: 33360448 DOI: 10.1016/j.mehy.2020.110459] [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: 10/26/2020] [Revised: 12/09/2020] [Accepted: 12/11/2020] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Migraine is a common neurological disease and is listed second among the most disabling health conditions worldwide. Refractory migraine (RM) is a term used to emphasize the unresponsiveness of migraine to various treatment options, encompassing both episodic refractory and chronic refractory migraine. In this paper we discuss various known and possible mechanisms of pharmacological refractoriness in RM, such as possible involvement of the gut microbiome, the blood-brain barrier, migraine genetics and various mechanisms of pharmacokinetic and pharmacodynamic tolerance. Development of medication-overuse headache as a secondary disorder following migraine is also considered. We argue that the available literature is insufficient to fully explain the mechanisms of refractoriness and we present our hypothesis. HYPOTHESIS Refractoriness to drugs in migraine may be the result of developing anti-drug antibodies. Most migraine drugs are small molecules, which cannot elicit an immune response on their own due to their size. However, such molecules can bind to peptide carriers in their vicinity, greatly increasing their immunogenicity. A small molecule possessing this binding ability is called a hapten. Haptens form hapten-carrier complexes (HCCs), which can evoke powerful immune responses. Immune reactions to HCCs are known to be predominantly 'drug allergies' or type 1 drug hypersensitivity reactions', usually resulting from IgE or non-IgE mediated mast cell degranulation. We argue that the immune reaction to HCCs can take shape in developing neutralizing anti-drug antibodies (ADA) in the form of IgG and IgA class antibodies. Since biological therapeutics, such as various monoclonal antibodies, face the issue of ADA-induced drug tolerance, HCCs, being similar in the sense that they carry peptide antigens, are of sufficient size and may be considerably immunogenic, can be responded to in a similar way by producing neutralizing ADA. Furthermore, we argue that such responses are expected to happen more frequently than is thought, due to IgG and IgA being prevalent antibodies, which utilize their neutralizing capabilities on regular basis. Finally, it is important to consider that neutralization reactions in normal immune responses are typically asymptomatic, with the only clinical expression being progressive drug tolerance. These cases may be overshadowed by the life-threatening cases of drug allergy induced anaphylaxis, possibly leading to neutralization reactions being underrecognized. DISCUSSION This hypothesis aims to stimulate more research regarding drug resistance, and if it receives support from empirical evidence, it may help further elucidate the mechanisms underlying refractory diseases and contribute to the development of more effective treatment of many disorders.
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Affiliation(s)
- K Maselis
- Hospital of Lithuanian, University of Health Sciences Kauno klinikos, Eivenių g. 2, Kaunas, Lithuania.
| | - R Žekevičiūtė
- Hospital of Lithuanian, University of Health Sciences Kauno klinikos, Eivenių g. 2, Kaunas, Lithuania
| | - A Vaitkus
- Lithuanian University of Health Sciences, Eivenių g. 2, Kaunas, Lithuania
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Schuster L, Sauter M, Uhl P, Meid A, Haefeli WE, Weiss J, Theile D. Reporter cell assay-based functional quantification of TNF-α-antagonists in serum – a proof-of-principle study for adalimumab. Anal Biochem 2020; 596:113646. [DOI: 10.1016/j.ab.2020.113646] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 02/20/2020] [Accepted: 02/24/2020] [Indexed: 10/24/2022]
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Jaria G, Calisto V, Otero M, Esteves VI. Monitoring pharmaceuticals in the aquatic environment using enzyme-linked immunosorbent assay (ELISA)-a practical overview. Anal Bioanal Chem 2020; 412:3983-4008. [PMID: 32088755 DOI: 10.1007/s00216-020-02509-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 01/29/2020] [Accepted: 02/11/2020] [Indexed: 12/22/2022]
Abstract
The presence of pharmaceuticals, which are considered as contaminants of emerging concern, in natural waters is currently recognized as a widespread problem. Monitoring these contaminants in the environment has been an important field of research since their presence can affect the ecosystems even at very low levels. Several analytical techniques have been developed to detect and quantify trace concentrations of these contaminants in the aquatic environment, namely high-performance liquid chromatography, gas chromatography, and capillary electrophoresis, usually coupled to different types of detectors, which need to be complemented with time-consuming and costly sample cleaning and pre-concentration procedures. Generally, the enzyme-linked immunosorbent assay (ELISA), as other immunoassay methodologies, is mostly used in biological samples (most frequently urine and blood). However, during the last years, the number of studies referring the use of ELISA for the analysis of pharmaceuticals in complex environmental samples has been growing. Therefore, this work aims to present an overview of the application of ELISA for screening and quantification of pharmaceuticals in the aquatic environment, namely in water samples and biological tissues. The experimental procedures together with the main advantages and limitations of the assay are addressed, as well as new incomes related with the application of molecular imprinted polymers to mimic antibodies in similar, but alternative, approaches. Graphical Abstract.
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Affiliation(s)
- Guilaine Jaria
- Department of Chemistry and CESAM, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Vânia Calisto
- Department of Chemistry and CESAM, University of Aveiro, 3810-193, Aveiro, Portugal.
| | - Marta Otero
- Department of Environment and Planning and CESAM, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Valdemar I Esteves
- Department of Chemistry and CESAM, University of Aveiro, 3810-193, Aveiro, Portugal
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Ogrič M, Poljšak KM, Lakota K, Žigon P, Praprotnik S, Semrl SS, Čučnik S. Neutralizing effects of anti-infliximab antibodies on synergistically-stimulated human coronary artery endothelial cells. Atherosclerosis 2019; 291:1-8. [PMID: 31629987 DOI: 10.1016/j.atherosclerosis.2019.09.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 08/09/2019] [Accepted: 09/20/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND AND AIMS Patients with rheumatic diseases have an increased risk of atherosclerosis with up-regulated serum amyloid A (SAA), tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β), which were reported to activate human coronary artery endothelial cells (HCAEC). We aimed to investigate the effects of TNF-α inhibitor infliximab and anti-infliximab antibodies on the TNF-α/IL-1β/SAA activated HCAEC. METHODS HCAEC were incubated with TNF-α, IL-1β, SAA, infliximab, anti-infliximab antibodies and their combinations. The protein levels of pro- and anti-atherogenic analytes were measured in supernatants using ELISA and multiplex assays, while mRNA expression was determined by RT-PCR. Anti-infliximab antibodies were purified from sera samples by affinity chromatography. RESULTS IL-6, IL-8, GM-CSF and GRO-α were synergistically up-regulated in triple stimulation with TNF-α, IL-1β and SAA, while their levels in solely SAA- or TNF-α-stimulated HCAEC did not increase. IL-1Ra, IL-1α, VCAM-1, MCP-1, IL-10 and IL-17A were increased, but no synergistic responses were observed in triple stimulation. Infliximab was effective in lowering the synergistic effect of IL-6, IL-8, GM-CSF and GRO-α in triple stimulation, while anti-infliximab antibodies restored the levels. The changes were confirmed at the mRNA expression level for IL-6, IL-8 and GM-CSF. CONCLUSIONS Triple stimulation with TNF-α, IL-1β and SAA synergistically elevated IL-6, IL-8, GM-CSF and GRO-α release in supernatants of HCAEC, with infliximab substantially inhibiting their levels. An isolated, enriched fraction of polyclonal anti-infliximab antibodies was capable of neutralizing infliximab, in the presence of TNF-α/IL-1β/SAA. The long-term presence of anti-infliximab antibodies in the circulation of patients with chronic rheumatic diseases is potentially important for promoting the atherosclerotic process.
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Affiliation(s)
- Manca Ogrič
- University Medical Centre Ljubljana, Department of Rheumatology, Ljubljana, Slovenia; University of Ljubljana, Faculty of Pharmacy, Chair of Clinical Biochemistry, Ljubljana, Slovenia
| | - Katjuša Mrak Poljšak
- University Medical Centre Ljubljana, Department of Rheumatology, Ljubljana, Slovenia
| | - Katja Lakota
- University Medical Centre Ljubljana, Department of Rheumatology, Ljubljana, Slovenia; University of Primorska, FAMNIT, Koper, Slovenia
| | - Polona Žigon
- University Medical Centre Ljubljana, Department of Rheumatology, Ljubljana, Slovenia
| | - Sonja Praprotnik
- University Medical Centre Ljubljana, Department of Rheumatology, Ljubljana, Slovenia
| | - Snezna Sodin Semrl
- University Medical Centre Ljubljana, Department of Rheumatology, Ljubljana, Slovenia; University of Primorska, FAMNIT, Koper, Slovenia
| | - Saša Čučnik
- University Medical Centre Ljubljana, Department of Rheumatology, Ljubljana, Slovenia; University of Ljubljana, Faculty of Pharmacy, Chair of Clinical Biochemistry, Ljubljana, Slovenia.
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