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Gou MJ, Charpentier J, Cobraiville G, Crommen J, Caers J, Fillet M. Improvement of untargeted proteomics workflow for surfaceome profiling and its evaluation through the implementation of quality controls: Application to multiple myeloma. Anal Chim Acta 2023; 1279:341764. [PMID: 37827665 DOI: 10.1016/j.aca.2023.341764] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/28/2023] [Accepted: 08/29/2023] [Indexed: 10/14/2023]
Abstract
BACKGROUND Comprehensive surfaceome profiling of cancer cells using mass spectrometry (MS)-based technologies is a valuable approach to identify new antigens that could be targeted by immunotherapies. Multiple myeloma (MM) is an incurable hematological malignancy in which patients suffer from multiple relapses associated with drug resistance. Nevertheless, only three MM-specific antigens are currently targeted by approved immunotherapies which restrain the availability of efficient treatments for severe refractory patients affected by aggressive forms of the disease. Therefore, the discovery of new antigens in this context could open new perspectives for those patients. RESULTS In this study, the first objective was to improve a MS-based untargeted proteomics workflow in order to handle limited patient samples. For this purpose, a highly sensitive and robust miniaturized separation system (LC-Chip) coupled with drift tube ion mobility spectrometry and high-resolution MS was integrated in our workflow to maximize protein identification. As sample preparation can strongly influence the detectability of membrane-associated proteins, the critical steps in sample preparation were carefully optimized. As a result, 4.5 times more membrane-associated proteins were identified and experimental throughput was also drastically improved. In addition to workflow performance, particular attention was paid to assess the quality of the generated data. Indeed, several quality controls (QC) were implemented to assess data quality. Finally, the optimized workflow as well as selected QCs were evaluated in the analysis of samples containing limited number of cells. SIGNIFICANCE This work allowed the improvement of an untargeted proteomics workflow for surfaceome profiling in terms of performance. Besides, the reliability of the obtained data was evaluated through the introduction of QCs in the workflow. The applicability of the improved workflow as well as the implemented QCs for the analysis of MM primary cells obtained from patients was confirmed.
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Affiliation(s)
- Marie-Jia Gou
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, Quartier Hopital, Avenue Hippocrate 15, 4000, Liege, Belgium
| | - Julien Charpentier
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, Quartier Hopital, Avenue Hippocrate 15, 4000, Liege, Belgium
| | - Gaël Cobraiville
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, Quartier Hopital, Avenue Hippocrate 15, 4000, Liege, Belgium
| | - Jacques Crommen
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, Quartier Hopital, Avenue Hippocrate 15, 4000, Liege, Belgium
| | - Jo Caers
- Laboratory of Hematology, GIGA I3, University of Liège, Liège, Belgium; Department of Hematology, CHU de Liège, Liège, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liege, Quartier Hopital, Avenue Hippocrate 15, 4000, Liege, Belgium.
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Schmitz L, Pirotte M, Lebeau A, Ernst M, Fillet M, Devey A, Schmitt J, Cobraiville G, Binsfeld M, Gofflot S, Beguin Y, Vertenoeil G. Alterations of erythropoiesis in Covid-19 patients: prevalence of positive Coombs tests and iron metabolism. Ther Adv Hematol 2023; 14:20406207231199837. [PMID: 37780945 PMCID: PMC10540584 DOI: 10.1177/20406207231199837] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 08/18/2023] [Indexed: 10/03/2023] Open
Abstract
Background For more than 2 years medical practice has been dealing with the Covid-19 pandemic. Atypical symptoms, such as frostbites and acrosyndromes, have appeared, and autoimmune anemias (some of which with cold agglutinins) have been described. Objectives We planned to study the prevalence of positive direct Coombs tests (DCTs) and hemolytic autoimmune anemia in patients infected with Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) and its correlation with complications, and then investigate the impact of the infection on iron metabolism. Design This is an observational, cross-sectional, single-center, exploratory study. Methods We obtained Coombs tests in a population of 179 infected patients at the CHU of Liège. We then studied iron metabolism in some of these patients, by measuring serum ferritin, erythropoietin (EPO), erythroferrone and hepcidin. Results We did not identify any case of autoimmune hemolysis. However, there was a 20.3% prevalence of positive DCT, mainly with IgG (91.7%). These patients, compared to DCT-negative patients, were not only more anemic and transfused, but also required more transfers to intensive care units and had longer hospital stays and mechanical ventilation. The pattern of anemia was consistent with the anemia of inflammation, showing elevated hepcidin and ferritin levels, while EPO and erythroferrone values were lower than expected at this degree of anemia. Erythroferrone was higher and Hb was lower in DCT-positive patients. Finally, we identified a correlation between iron parameters and complicated forms of infection. Conclusion Covid-19 patients suffered from inflammatory anemia with more severe forms of infection correlated to positive DCT status. This could potentially be of interest for future clinical practice.
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Affiliation(s)
- Léa Schmitz
- Department of Hematology and GIGA Laboratory of Hematology, University Hospital of Liège and ULiège, Liège, Belgium
| | - Michelle Pirotte
- Department of Hematology and GIGA Laboratory of Hematology, University Hospital of Liège and ULiège, Liège, Belgium
| | - Alizée Lebeau
- Laboratory of Experimental Pathology, GIGA Cancer, University Hospital of Liège and ULiège, Liège, Belgium
| | - Marie Ernst
- Department of Biostatistics and Medico-Economics, University Hospital of Liège and ULiège, Liège, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, CIRM, ULiège, Liège, Belgium
| | - Anais Devey
- Department of Clinical Biology, University Hospital of Liège and ULiège, Liège, Belgium
| | - Justine Schmitt
- Department of Clinical Biology, University Hospital of Liège and ULiège, Liège, Belgium
| | - Gaël Cobraiville
- Department of Rhumatology and GIGA Laboratory of Rhumatology, University Hospital of Liège and ULiège, Liège, Belgium
| | - Marilène Binsfeld
- Hematology Research Unit, GIGA-I3, University of Liège, Liège, Belgium
| | - Stéphanie Gofflot
- Biobank of the CHU of Liège, CHU de Liège – Hôpital du Sart Tilman, Liège, Belgium
| | - Yves Beguin
- Department of Hematology and GIGA Laboratory of Hematology, University Hospital of Liège and ULiège, Liège, Belgium
| | - Gaëlle Vertenoeil
- Department of Hematology, CHU of Liège, 1 avenue de l’Hôpital, Liège 4000, Belgium
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Lejeune M, Köse MC, Jassin M, Gou MJ, Herbet A, Duray E, Cobraiville G, Foguenne J, Boquet D, Gothot A, Beguin Y, Fillet M, Caers J. Integrative Analysis of Proteomics and Transcriptomics Reveals Endothelin Receptor B as Novel Single Target and Identifies New Combinatorial Targets for Multiple Myeloma. Hemasphere 2023; 7:e901. [PMID: 37359190 PMCID: PMC10289631 DOI: 10.1097/hs9.0000000000000901] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 04/25/2023] [Indexed: 06/28/2023] Open
Abstract
Despite the recent introduction of next-generation immunotherapeutic agents, multiple myeloma (MM) remains incurable. New strategies targeting MM-specific antigens may result in a more effective therapy by preventing antigen escape, clonal evolution, and tumor resistance. In this work, we adapted an algorithm that integrates proteomic and transcriptomic results of myeloma cells to identify new antigens and possible antigen combinations. We performed cell surface proteomics on 6 myeloma cell lines based and combined these results with gene expression studies. Our algorithm identified 209 overexpressed surface proteins from which 23 proteins could be selected for combinatorial pairing. Flow cytometry analysis of 20 primary samples confirmed the expression of FCRL5, BCMA, and ICAM2 in all samples and IL6R, endothelin receptor B (ETB), and SLCO5A1 in >60% of myeloma cases. Analyzing possible combinations, we found 6 combinatorial pairs that can target myeloma cells and avoid toxicity on other organs. In addition, our studies identified ETB as a tumor-associated antigen that is overexpressed on myeloma cells. This antigen can be targeted with a new monoclonal antibody RB49 that recognizes an epitope located in a region that becomes highly accessible after activation of ETB by its ligand. In conclusion, our algorithm identified several candidate antigens that can be used for either single-antigen targeting approaches or for combinatorial targeting in new immunotherapeutic approaches in MM.
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Affiliation(s)
- Margaux Lejeune
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Murat Cem Köse
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Mégane Jassin
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Marie-Jia Gou
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège, Belgium
| | - Amaury Herbet
- Université Paris-Saclay, CEA, Département Médicaments et Technologies pour la Santé (DMTS), SPI, Gif-sur-Yvette, France
| | - Elodie Duray
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Gaël Cobraiville
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège, Belgium
| | - Jacques Foguenne
- Department of Hematobiology and Immunohematology, CHU de Liège, Belgium
| | - Didier Boquet
- Université Paris-Saclay, CEA, Département Médicaments et Technologies pour la Santé (DMTS), SPI, Gif-sur-Yvette, France
| | - André Gothot
- Department of Hematobiology and Immunohematology, CHU de Liège, Belgium
| | - Yves Beguin
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
- Department of Hematology, CHU de Liège, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège, Belgium
| | - Jo Caers
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
- Department of Hematology, CHU de Liège, Belgium
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Farré-Segura J, Le Goff C, Lukas P, Cobraiville G, Fillet M, Servais AC, Delanaye P, Cavalier E. Validation of an LC-MS/MS Method Using Solid-Phase Extraction for the Quantification of 1-84 Parathyroid Hormone: Toward a Candidate Reference Measurement Procedure. Clin Chem 2022; 68:1399-1409. [PMID: 36056745 DOI: 10.1093/clinchem/hvac135] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 07/05/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Parathyroid hormone (PTH) measurement is important for patients with disorders of calcium metabolism, including those needing bone-turnover monitoring due to chronic kidney disease-mineral bone disorder. There are currently 2 generations of PTH immunoassays on the market, both having cross-reactivity issues and lacking standardization. Therefore, we developed an LC-MS/MS higher-order method for PTH analysis. METHODS The method was calibrated against the international standard for 1-84 PTH (WHO 95/646). Antibody-free sample preparation with the addition of an isotope-labeled internal standard was performed by solid-phase extraction. Extracts were analyzed by LC-MS/MS. EDTA-K2 plasma was used throughout the development and validation. Bias and uncertainty sources were tested according to ISO 15193. Clinical Laboratory Standards Institute guidelines and reference measurement procedures were consulted for the design of the validation. Patient samples and external quality controls were compared between LC-MS/MS and 2 third-generation immunoassays. RESULTS The method was validated for 1-84 PTH from 5.7 to 872.6 pg/mL. The interassay imprecision was between 1.2% and 3.9%, and the accuracy ranged from 96.2% to 103.2%. The measurement uncertainty was <5.6%. The comparison between LC-MS/MS and the immunoassays showed a proportional bias but moderate to substantial correlation between methods. CONCLUSIONS This LC-MS/MS method, which is independent of antibodies, is suitable for a wide range of PTH concentrations. The obtained analytical performance specifications demonstrate that development of a reference measurement procedure will be possible once a higher order reference standard is available.
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Affiliation(s)
- Jordi Farré-Segura
- Department of Clinical Chemistry, University of Liège (ULiège), CHU de Liège, Liège, Belgium
| | - Caroline Le Goff
- Department of Clinical Chemistry, University of Liège (ULiège), CHU de Liège, Liège, Belgium
| | - Pierre Lukas
- Department of Clinical Chemistry, University of Liège (ULiège), CHU de Liège, Liège, Belgium
| | - Gaël Cobraiville
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège (ULiège), Liège, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège (ULiège), Liège, Belgium
| | - Anne-Catherine Servais
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège (ULiège), Liège, Belgium
| | - Pierre Delanaye
- Department of Nephrology-Dialysis-Transplantation, University of Liège (ULiège), CHU Liège, Liège, Belgium
- Department of Nephrology-Dialysis-Apheresis, Hôpital Universitaire Carémeau, Nîmes, France
| | - Etienne Cavalier
- Department of Clinical Chemistry, University of Liège (ULiège), CHU de Liège, Liège, Belgium
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Deroyer C, Poulet C, Paulissen G, Ciregia F, Malaise O, Plener Z, Cobraiville G, Daniel C, Gillet P, Malaise MG, de Seny D. CEMIP (KIAA1199) regulates inflammation, hyperplasia and fibrosis in osteoarthritis synovial membrane. Cell Mol Life Sci 2022; 79:260. [PMID: 35474501 PMCID: PMC9042994 DOI: 10.1007/s00018-022-04282-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 10/29/2021] [Revised: 03/24/2022] [Accepted: 04/01/2022] [Indexed: 11/26/2022]
Abstract
Osteoarthritis (OA) synovial membrane is mainly characterized by low-grade inflammation, hyperplasia with increased cell proliferation and fibrosis. We previously underscored a critical role for CEMIP in fibrosis of OA cartilage. However, its role in OA synovial membrane remains unknown. An in vitro model with fibroblast-like synoviocytes from OA patients and an in vivo model with collagenase-induced OA mice were used to evaluate CEMIP-silencing effects on inflammation, hyperplasia and fibrosis. Our results showed that i. CEMIP expression was increased in human and mouse inflamed synovial membrane; ii. CEMIP regulated the inflammatory response pathway and inflammatory cytokines production in vitro and in vivo; iii. CEMIP induced epithelial to mesenchymal transition pathway and fibrotic markers in vitro and in vivo; iv. CEMIP increased cell proliferation and synovial hyperplasia; v. CEMIP expression was increased by inflammatory cytokines and by TGF-β signaling; vi. anti-fibrotic drugs decreased CEMIP expression. All these findings highlighted the central role of CEMIP in OA synovial membrane development and underscored that targeting CEMIP could be a new therapeutic approach.
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Affiliation(s)
- Céline Deroyer
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium.
| | - Christophe Poulet
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
| | - Geneviève Paulissen
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
| | - Federica Ciregia
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
| | - Olivier Malaise
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
| | - Zelda Plener
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
| | - Gaël Cobraiville
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
| | | | - Philippe Gillet
- Department of Orthopaedic Surgery, CHULiège, 4000, Liège, Belgium
| | - Michel G Malaise
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
| | - Dominique de Seny
- Laboratory of Rheumatology, GIGA-Research, CHULiège, ULiège, 4000, Liège, Belgium
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de Seny D, Baiwir D, Bianchi E, Cobraiville G, Deroyer C, Poulet C, Malaise O, Paulissen G, Kaiser MJ, Hauzeur JP, Mazzucchelli G, Delvenne P, Malaise M. New Proteins Contributing to Immune Cell Infiltration and Pannus Formation of Synovial Membrane from Arthritis Diseases. Int J Mol Sci 2021; 23:ijms23010434. [PMID: 35008858 PMCID: PMC8745719 DOI: 10.3390/ijms23010434] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/24/2021] [Accepted: 12/27/2021] [Indexed: 01/15/2023] Open
Abstract
An inflamed synovial membrane plays a major role in joint destruction and is characterized by immune cells infiltration and fibroblast proliferation. This proteomic study considers the inflammatory process at the molecular level by analyzing synovial biopsies presenting a histological inflammatory continuum throughout different arthritis joint diseases. Knee synovial biopsies were obtained from osteoarthritis (OA; n = 9), chronic pyrophosphate arthropathy (CPPA; n = 7) or rheumatoid arthritis (RA; n = 8) patients. The histological inflammatory score was determined using a semi-quantitative scale based on synovial hyperplasia, lymphocytes, plasmocytes, neutrophils and macrophages infiltration. Proteomic analysis was performed by liquid chromatography-mass spectrometry (LC-MS/MS). Differentially expressed proteins were confirmed by immunohistochemistry. Out of the 1871 proteins identified and quantified by LC-MS/MS, 10 proteins (LAP3, MANF, LCP1, CTSZ, PTPRC, DNAJB11, EML4, SCARA5, EIF3K, C1orf123) were differentially expressed in the synovial membrane of at least one of the three disease groups (RA, OA and CPPA). Significant increased expression of the seven first proteins was detected in RA and correlated to the histological inflammatory score. Proteomics is therefore a powerful tool that provides a molecular pattern to the classical histology usually applied for synovitis characterization. Except for LCP1, CTSZ and PTPRC, all proteins have never been described in human synovitis.
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Affiliation(s)
- Dominique de Seny
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
- Correspondence: ; Tel.: +32-366-24-74
| | - Dominique Baiwir
- GIGA Proteomics Facility, University of Liège, 4000 Liège, Belgium; (D.B.); (P.D.)
| | - Elettra Bianchi
- Department of Pathology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium;
| | - Gaël Cobraiville
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
| | - Céline Deroyer
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
| | - Christophe Poulet
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
| | - Olivier Malaise
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
| | - Geneviève Paulissen
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
| | - Marie-Joëlle Kaiser
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
| | - Jean-Philippe Hauzeur
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium;
| | - Philippe Delvenne
- GIGA Proteomics Facility, University of Liège, 4000 Liège, Belgium; (D.B.); (P.D.)
| | - Michel Malaise
- Laboratory and Service of Rheumatology, GIGA Research, Centre Hospitalier Universitaire de Liège, University of Liège, 4000 Liège, Belgium; (G.C.); (C.D.); (C.P.); (O.M.); (G.P.); (M.-J.K.); (J.-P.H.); (M.M.)
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Ciregia F, Nys G, Cobraiville G, Badot V, Di Romana S, Sidiras P, Sokolova T, Durez P, Fillet M, Malaise MG, de Seny D. A Cross-Sectional and Longitudinal Study to Define Alarmins and A-SAA Variants as Companion Markers in Early Rheumatoid Arthritis. Front Immunol 2021; 12:638814. [PMID: 34489924 PMCID: PMC8418532 DOI: 10.3389/fimmu.2021.638814] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 08/04/2021] [Indexed: 11/24/2022] Open
Abstract
Nowadays, in the study of rheumatoid arthritis (RA), more and more interest is directed towards an earlier effective therapeutic intervention and the determination of companion markers for predicting response to therapy with the goal to prevent progressive joint damage, deformities, and functional disability. With the present work, we aimed at quantifying in a cohort of early RA (ERA) patients naïve to DMARD therapy, proteins whose increase was previously found associated with RA: serum amyloid A (A-SAA) and alarmins. Five A-SAA variants (SAA1α, SAA1β, SAA1γ, SAA2α, and SAA2β) but also S100A8 and S100A9 proteins were simultaneously quantified in plasma applying a method based on single targeted bottom-up proteomics LC-MS/MS. First, we compared their expression between ERA (n = 100) and healthy subjects (n = 100), then we focused on their trend by monitoring ERA patients naïve to DMARD treatment, 1 year after starting therapy. Only SAA1α and SAA2α levels were increased in ERA patients, and SAA2α appears to mostly mediate the pathological role of A-SAA. Levels of these variants, together with SAA1β, only decreased under biologic DMARD treatment but not under methotrexate monotherapy. This study highlights the importance to better understand the modulation of expression of these variants in ERA in order to subsequently better characterize their biological function. On the other hand, alarmin expression increased in ERA compared to controls but remained elevated after 12 months of methotrexate or biologic treatment. The work overcomes the concept of considering these proteins as biomarkers for diagnosis, demonstrating that SAA1α, SAA1β, and SAA2α variants but also S100A8 and S100A9 do not respond to all early treatment in ERA and should be rather considered as companion markers useful to improve the follow-up of treatment response and remission state. Moreover, it suggests that earlier use of biologics in addition to methotrexate may be worth considering.
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Affiliation(s)
- Federica Ciregia
- Laboratory of Rheumatology, University of Liège, Centre Hospitalier Universitaire (CHU) de Liège, Liège, Belgium
| | - Gwenaël Nys
- Laboratory for the Analysis of Medicines, Centre Interdisciplinaire De Recherche Sur Le Médicament (CIRM), Department of Pharmacy, University of Liège, Liège, Belgium
| | - Gaël Cobraiville
- Laboratory of Rheumatology, University of Liège, Centre Hospitalier Universitaire (CHU) de Liège, Liège, Belgium
| | - Valérie Badot
- Department of Rheumatology, Centre Hospitalier Universitaire (CHU) Brugmann, Bruxelles, Belgium
| | - Silvana Di Romana
- Department of Rheumatology, Centre Hospitalier Universitaire (CHU) Saint-Pierre, Bruxelles, Belgium
| | - Paschalis Sidiras
- Department of Rheumatology, Hôpital Erasme, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Tatiana Sokolova
- Department of Rheumatology, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique (IREC), Université Catholique de Louvain, Bruxelles, Belgium
| | - Patrick Durez
- Department of Rheumatology, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique (IREC), Université Catholique de Louvain, Bruxelles, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Centre Interdisciplinaire De Recherche Sur Le Médicament (CIRM), Department of Pharmacy, University of Liège, Liège, Belgium
| | - Michel G Malaise
- Laboratory of Rheumatology, University of Liège, Centre Hospitalier Universitaire (CHU) de Liège, Liège, Belgium
| | - Dominique de Seny
- Laboratory of Rheumatology, University of Liège, Centre Hospitalier Universitaire (CHU) de Liège, Liège, Belgium
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Nix C, Hemmati M, Cobraiville G, Servais AC, Fillet M. Blood Microsampling to Monitor Metabolic Profiles During Physical Exercise. Front Mol Biosci 2021; 8:681400. [PMID: 34124161 PMCID: PMC8191458 DOI: 10.3389/fmolb.2021.681400] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 04/30/2021] [Indexed: 12/02/2022] Open
Abstract
Monitoring approaches and technical improvements are key factors to improve a sportsman’s health, training, and recovery after an injury. In this study, a targeted metabolomics approach using microsampling with hemaPEN® was developed to measure changes in blood concentrations of nine amino acids and four organic acids before, during, and after exercise. The aim of this research project was to investigate if a reliable monitoring of metabolite levels during sports activity can be achieved by collecting one drop of whole blood at different time points. A hemaPEN device is an easy-to-use and noninvasive microsampling technique designed to collect four accurate and precise blood volumes simultaneously (10.96 µl). Twenty healthy volunteers between 19 and 30 years of age were included in this study. Physical activity consisted in running as fast as possible 1,600 m after 400 m warm-up. One drop of blood was collected at five time points: before exercise, after 800-m running, after 1,600 m, and 30 min and 60 min after finishing the exercise. The influence of physical activity on metabolite levels was evaluated using two ultrahigh-performance liquid chromatography coupled to tandem mass spectrometry (UHPLC-MS/MS) methods. Analytical performance criteria such as metabolite stability, method precision, trueness, and accuracy were found to be satisfactory. Expected significant metabolic changes were identified for lactic acid, main TCA cycle intermediates, and some amino acids (e.g., creatinine, choline, and taurine). This preliminary study performed on a small cohort demonstrated a high interest of using microsampling for fluxomics analysis, not only to collect quickly and easily biological samples during sports events but also because it is much easier to store and to process the samples than classical plasma/serum samples obtained by venipuncture. The present results open new avenue for fluxomics analysis in the context of health care.
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Affiliation(s)
- Cindy Nix
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liège, Liège, Belgium
| | - Maryam Hemmati
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liège, Liège, Belgium
| | - Gaël Cobraiville
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liège, Liège, Belgium
| | - Anne-Catherine Servais
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liège, Liège, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liège, Liège, Belgium
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de Seny D, Bianchi E, Baiwir D, Cobraiville G, Collin C, Deliège M, Kaiser MJ, Mazzucchelli G, Hauzeur JP, Delvenne P, Malaise MG. Proteins involved in the endoplasmic reticulum stress are modulated in synovitis of osteoarthritis, chronic pyrophosphate arthropathy and rheumatoid arthritis, and correlate with the histological inflammatory score. Sci Rep 2020; 10:14159. [PMID: 32887899 PMCID: PMC7473860 DOI: 10.1038/s41598-020-70803-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 08/03/2020] [Indexed: 01/21/2023] Open
Abstract
It is now well recognized that osteoarthritis (OA) synovial membrane presents inflammatory components. The aim of this work is to provide evidence that similar inflammatory mechanisms exist in synovial membrane (n = 24) obtained from three pathologies presenting altogether an inflammatory gradient: OA, chronic pyrophosphate arthropathy (CPPA) and rheumatoid arthritis (RA). Synovial biopsies were first characterized by a histological score based on synovial hyperplasia and infiltration of lymphocytes, plasma cells, polymorphonuclear and macrophages. All biopsies were also analyzed by 2D-nano-UPLC-ESI-Q-Orbitrap for protein identification and quantification. Protein levels were correlated with the histological score. Histological score was in the range of 3 to 8 for OA, 5 to 13 for CPPA and 12 to 17 for RA. Of the 4,336 proteins identified by mass spectrometry, 51 proteins were selected for their strong correlation (p < 0.001) with the histological score of which 11 proteins (DNAJB11, CALR, ERP29, GANAB, HSP90B1, HSPA1A, HSPA5, HYOU1, LMAN1, PDIA4, and TXNDC5) were involved in the endoplasmic reticulum (ER) stress. Protein levels of S100A8 and S100A9 were significantly higher in RA compared to OA (for both) or to CPPA (for S100A8 only) and also significantly correlated with the histological score. Eighteen complement component proteins were identified, but only C1QB and C1QBP were weakly correlated with the histological score. This study highlights the inflammatory gradient existing between OA, CPPA and RA synovitis either at the protein level or at the histological level. Inflamed synovitis was characterized by the overexpression of ER stress proteins.
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Affiliation(s)
- Dominique de Seny
- Laboratory of Rheumatology, GIGA Research, CHU Liege, Tour GIGA, +2, 4000, Liege, Belgium.
| | - Elettra Bianchi
- Department of Pathology, GIGA Research, CHU Liege, 4000, Liège, Belgium
| | - Dominique Baiwir
- GIGA Proteomics Facility, University of Liege, 4000, Liege, Belgium
| | - Gaël Cobraiville
- Laboratory of Rheumatology, GIGA Research, CHU Liege, Tour GIGA, +2, 4000, Liege, Belgium
| | - Charlotte Collin
- Laboratory of Rheumatology, GIGA Research, CHU Liege, Tour GIGA, +2, 4000, Liege, Belgium
| | - Mégane Deliège
- Laboratory of Rheumatology, GIGA Research, CHU Liege, Tour GIGA, +2, 4000, Liege, Belgium
| | - Marie-Joëlle Kaiser
- Laboratory of Rheumatology, GIGA Research, CHU Liege, Tour GIGA, +2, 4000, Liege, Belgium
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, MolSys Unit Research, University of Liege, 4000, Liege, Belgium
| | - Jean-Philippe Hauzeur
- Laboratory of Rheumatology, GIGA Research, CHU Liege, Tour GIGA, +2, 4000, Liege, Belgium
| | - Philippe Delvenne
- Department of Pathology, GIGA Research, CHU Liege, 4000, Liège, Belgium
| | - Michel G Malaise
- Laboratory of Rheumatology, GIGA Research, CHU Liege, Tour GIGA, +2, 4000, Liege, Belgium
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Nys G, Nix C, Cobraiville G, Servais AC, Fillet M. Enhancing protein discoverability by data independent acquisition assisted by ion mobility mass spectrometry. Talanta 2020; 213:120812. [DOI: 10.1016/j.talanta.2020.120812] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 02/01/2020] [Accepted: 02/07/2020] [Indexed: 11/28/2022]
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Gou MJ, Nys G, Cobraiville G, Demelenne A, Servais AC, Fillet M. Hyphenation of capillary zone electrophoresis with mass spectrometry for proteomic analysis: Optimization and comparison of two coupling interfaces. J Chromatogr A 2020; 1618:460873. [DOI: 10.1016/j.chroma.2020.460873] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Revised: 01/08/2020] [Accepted: 01/09/2020] [Indexed: 11/30/2022]
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Ciregia F, Baiwir D, Cobraiville G, Dewael T, Mazzucchelli G, Badot V, Di Romana S, Sidiras P, Sokolova T, Durez P, Malaise MG, de Seny D. Glycosylation deficiency of lipopolysaccharide-binding protein and corticosteroid-binding globulin associated with activity and response to treatment for rheumatoid arthritis. J Transl Med 2020; 18:8. [PMID: 31907043 PMCID: PMC6945416 DOI: 10.1186/s12967-019-02188-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 12/23/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Serum protein glycosylation is an area of investigation in inflammatory arthritic disorders such as rheumatoid arthritis (RA). Indeed, some studies highlighted abnormalities of protein glycosylation in RA. Considering the numerous types of enzymes, monosaccharides and glycosidic linkages, glycosylation is one of the most complex post translational modifications. By this work, we started with a preliminary screening of glycoproteins in serum from RA patients and controls. METHODS In order to isolate glycoproteins from serum, lectin wheat germ agglutinin was used and quantitative differences between patients and controls were investigated by LC-MS/MS. Consequently, we focused our attention on two glycoproteins found in this explorative phase: corticosteroid-binding globulin (CBG) and lipopolysaccharide-binding protein (LBP). The subsequent validation with immunoassays was widened to a larger number of early RA (ERA) patients (n = 90) and well-matched healthy controls (n = 90). RESULTS We observed a significant reduction of CBG and LBP glycosylation in ERA patients compared with healthy controls. Further, after 12 months of treatment, glycosylated CBG and LBP levels increased both to values comparable to those of controls. In addition, these changes were correlated with clinical parameters. CONCLUSIONS This study enables to observe that glycosylation changes of CBG and LBP are related to RA disease activity and its response to treatment.
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Affiliation(s)
- Federica Ciregia
- Laboratory of Rheumatology, GIGA-I3, University of Liège, CHU de Liège, 4000, Liège, Belgium.
| | - Dominique Baiwir
- GIGA Proteomic Facility, University of Liège, 4000, Liège, Belgium
| | - Gaël Cobraiville
- Laboratory of Rheumatology, GIGA-I3, University of Liège, CHU de Liège, 4000, Liège, Belgium
| | - Thibaut Dewael
- Laboratory of Rheumatology, GIGA-I3, University of Liège, CHU de Liège, 4000, Liège, Belgium
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, System Biology and Chemical Biology, GIGA-Research, University of Liège, 4000, Liège, Belgium
| | - Valérie Badot
- Department of Rheumatology, CHU Brugmann, 1200, Brussels, Belgium
| | - Silvana Di Romana
- Department of Rheumatology, CHU Saint-Pierre, 1200, Brussels, Belgium
| | - Paschalis Sidiras
- Department of Rheumatology, Hôpital Erasme, Université Libre de Bruxelles, 1200, Brussels, Belgium
| | - Tatiana Sokolova
- Department of Rheumatology, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique (IREC), Université Catholique de Louvain, 1200, Brussels, Belgium
| | - Patrick Durez
- Department of Rheumatology, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique (IREC), Université Catholique de Louvain, 1200, Brussels, Belgium
| | - Michel G Malaise
- Laboratory of Rheumatology, GIGA-I3, University of Liège, CHU de Liège, 4000, Liège, Belgium
| | - Dominique de Seny
- Laboratory of Rheumatology, GIGA-I3, University of Liège, CHU de Liège, 4000, Liège, Belgium
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Nys G, Cobraiville G, Fillet M. Multidimensional performance assessment of micro pillar array column chromatography combined to ion mobility-mass spectrometry for proteome research. Anal Chim Acta 2019; 1086:1-13. [DOI: 10.1016/j.aca.2019.08.068] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 08/23/2019] [Accepted: 08/27/2019] [Indexed: 01/23/2023]
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Nys G, Cobraiville G, Servais AC, Malaise MG, de Seny D, Fillet M. Targeted proteomics reveals serum amyloid A variants and alarmins S100A8-S100A9 as key plasma biomarkers of rheumatoid arthritis. Talanta 2019; 204:507-517. [PMID: 31357327 DOI: 10.1016/j.talanta.2019.06.044] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 06/07/2019] [Accepted: 06/10/2019] [Indexed: 01/18/2023]
Abstract
Serum amyloid A (SAA) and S100 (S100A8, S100A9 and S100A12) proteins were previously identified as biomarkers of interest for rheumatoid arthritis (RA). Among SAA family, two closely related isoforms (SAA-1 and SAA-2) are linked to the acute-phase of inflammation. They respectively exist under the form of three (α, β, and γ) and two (α and β) allelic variants. We developed a single run quantitative method for these protein variants and investigated their clinical relevance in the context of RA. The method was developed and validated according to regulations before being applied on plasma coming from RA patients (n = 46), other related inflammatory pathologies (n = 116) and controls (n = 62). Depending on the activity score of RA, SAA1 isoforms (mainly of SAA1α and SAA1β subtypes) were found to be differentially present in plasma revealing their dual role during the development of RA. In addition, the weight of SAA1α in the total SAA response varied from 32 to 80% depending on the pathology studied. A negative correlation between SAA1α and SAA1β was also highlighted for RA early-onset (r = -0.41). SAA2 and S100A8/S100A9 proteins were significantly overexpressed compared to control samples regardless of RA stage. The pathophysiological relevance of these quantitative and qualitative characteristics of the SAA response remains unknown. However, the significant negative correlation observed between SAA1α and SAA1β levels in RA early-onset suggests the existence of still unknown regulatory mechanisms in these diseases.
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Affiliation(s)
- Gwenaël Nys
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), ULiege, Quartier Hopital, Avenue Hippocrate 15, 4000 Liege, Belgium
| | - Gaël Cobraiville
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), ULiege, Quartier Hopital, Avenue Hippocrate 15, 4000 Liege, Belgium; Laboratory of Rheumatology, GIGA-Inflammation, Infection & Immunity, ULiege and CHU de Liege, Quartier Hopital, Avenue Hippocrate 15, 4000 Liege, Belgium
| | - Anne-Catherine Servais
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), ULiege, Quartier Hopital, Avenue Hippocrate 15, 4000 Liege, Belgium
| | - Michel G Malaise
- Laboratory of Rheumatology, GIGA-Inflammation, Infection & Immunity, ULiege and CHU de Liege, Quartier Hopital, Avenue Hippocrate 15, 4000 Liege, Belgium
| | - Dominique de Seny
- Laboratory of Rheumatology, GIGA-Inflammation, Infection & Immunity, ULiege and CHU de Liege, Quartier Hopital, Avenue Hippocrate 15, 4000 Liege, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), ULiege, Quartier Hopital, Avenue Hippocrate 15, 4000 Liege, Belgium.
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Ion V, Nys G, Cobraiville G, Cavalier E, Crommen J, Servais AC, Muntean DL, Fillet M. Ultra-high-performance liquid chromatography-mass spectrometry method for neutrophil gelatinase-associated lipocalin as a predictive biomarker in acute kidney injury. Talanta 2019; 195:668-675. [DOI: 10.1016/j.talanta.2018.11.050] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 11/14/2018] [Accepted: 11/16/2018] [Indexed: 01/22/2023]
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Cobraiville G, Fillet M, Sharif M, Ourradi K, Nys G, Malaise MG, de Seny D. Validation of a new method by nano-liquid chromatography on chip tandem mass spectrometry for combined quantitation of C3f and the V65 vitronectin fragment as biomarkers of diagnosis and severity of osteoarthritis. Talanta 2017; 169:170-180. [PMID: 28411808 DOI: 10.1016/j.talanta.2017.03.078] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 03/22/2017] [Accepted: 03/25/2017] [Indexed: 10/19/2022]
Abstract
Microfluidic liquid chromatography coupled to a nanoelectrospray source ion trap mass spectrometry was used for the absolute and simultaneous quantitation of C3f and the V65 vitronectin fragment in serum. The method was first carefully optimized and then validated in serum biological matrix. Stable isotopes for the two biomarkers of interest were used as stable isotope labeled peptide standards. A weighted 1/x2 quadratic regression for C3f and a weighted 1/x quadratic regression for the V65 vitronectin peptide were selected for calibration curves. Trueness (with a relative bias <10%), precision (repeatability and intermediate precision <15%) and accuracy (risk <15%) of the method were successfully demonstrated. The linearity of results was validated in the concentration range of 2.5-200ng/mL for C3f and 2.5-100ng/mL for the V65 vitronectin fragment. Serum samples (n=147) classified in 7 groups [(healthy volunteers, OA with 5 grades of severity and rheumatoid arthritis (RA) patients] were analyzed with our new quantitative method. Our data confirm that C3f and the V65 vitronectin fragment are biomarkers of OA severity, but also that C3f fragment is further related to OA severity whereas the V65 vitronectin fragment is more related to early OA detection.
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Affiliation(s)
- Gaël Cobraiville
- Laboratory of Rheumatology, GIGA-I(3), University of Liege, CHU de Liege, 4000 Liege, Belgium; Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liege, 4000 Liege, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liege, 4000 Liege, Belgium
| | - Mohammed Sharif
- School of Clinical Sciences, University of Bristol, Musculoskeletal Research Unit, Avon Orthopaedic Centre, Southmead Hospital, Bristol BS10 5NB, UK
| | - Khadija Ourradi
- School of Clinical Sciences, University of Bristol, Musculoskeletal Research Unit, Avon Orthopaedic Centre, Southmead Hospital, Bristol BS10 5NB, UK
| | - Gwenaël Nys
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liege, 4000 Liege, Belgium
| | - Michel G Malaise
- Laboratory of Rheumatology, GIGA-I(3), University of Liege, CHU de Liege, 4000 Liege, Belgium
| | - Dominique de Seny
- Laboratory of Rheumatology, GIGA-I(3), University of Liege, CHU de Liege, 4000 Liege, Belgium.
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de Seny D, Cobraiville G, Leprince P, Fillet M, Collin C, Mathieu M, Hauzeur JP, Gangji V, Malaise MG. Biomarkers of inflammation and innate immunity in atrophic nonunion fracture. J Transl Med 2016; 14:258. [PMID: 27599571 PMCID: PMC5011805 DOI: 10.1186/s12967-016-1019-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 08/22/2016] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Nonunion is a failure of healing following a bone fracture. Its physiopathology remains partially unclear and the discovery of new mediators could promote the understanding of bone healing. METHODS Thirty-three atrophic nonunion (NU) patients that failed to demonstrate any radiographic improvement for 6 consecutive months were recruited for providing serum samples. Thirty-five healthy volunteers (HV) served as the control group. Proteomics studies were performed using SELDI-TOF-MS and 2D-DIGE approaches, associated or not with Proteominer® preprocessing, to highlight biomarkers specific to atrophic nonunion pathology. Peak intensities were analyzed by two statistical approaches, a nonparametric Mann-Whitney U tests (univariate approach) and a machine-learning algorithm called extra-trees (multivariate approach). Validation of highlighted biomarkers was performed by alternative approaches such as microfluidic LC-MS/MS, nephelometry, western blotting or ELISA assays. RESULTS From the 35 HV and 33 NU crude serum samples and Proteominer® eluates, 136 spectra were collected by SELDI-TOF-MS using CM10 and IMAC-Cu(2+) ProteinChip arrays, and 665 peaks were integrated for extra-trees multivariate analysis. Accordingly, seven biomarkers and several variants were identified as potential NU biomarkers. Their levels of expression were found to be down- or up-regulated in serum of HV vs NU. These biomarkers are inter-α-trypsin inhibitor H4, hepcidin, S100A8, S100A9, glycated hemoglobin β subunit, PACAP related peptide, complement C3 α-chain. 2D-DIGE experiment allowed to detect 14 biomarkers as being down- or up-regulated in serum of HV vs NU including a cleaved fragment of apolipoprotein A-IV, apolipoprotein E, complement C3 and C6. Several biomarkers such as hepcidin, complement C6, S100A9, apolipoprotein E, complement C3 and C4 were confirmed by an alternative approach as being up-regulated in serum of NU patients compared to HV controls. CONCLUSION Two proteomics approaches were used to identify new biomarkers up- or down-regulated in the nonunion pathology, which are involved in bone turn-over, inflammation, innate immunity, glycation and lipid metabolisms. High expression of hepcidin or S100A8/S100A9 by myeloid cells and the presence of advanced glycation end products and complement factors could be the result of a longstanding inflammatory process. Blocking macrophage activation and/or TLR4 receptor could accelerate healing of fractured bone in at-risk patients.
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Affiliation(s)
- Dominique de Seny
- Laboratory of Rheumatology, Department of Rheumatology, GIGA Research, University of Liège, Tour GIGA, +2, CHU, 4000, Liège, Belgium.
| | - Gaël Cobraiville
- Laboratory of Rheumatology, Department of Rheumatology, GIGA Research, University of Liège, Tour GIGA, +2, CHU, 4000, Liège, Belgium.,Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liège, 4000, Liège, Belgium
| | - Pierre Leprince
- GIGA-Neurosciences, University of Liège, 4000, Liège, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Department of Pharmacy, CIRM, University of Liège, 4000, Liège, Belgium
| | - Charlotte Collin
- Laboratory of Rheumatology, Department of Rheumatology, GIGA Research, University of Liège, Tour GIGA, +2, CHU, 4000, Liège, Belgium
| | - Myrielle Mathieu
- Laboratory of Bone and Metabolic Biochemistry, Department of Rheumatology, Université Libre de Bruxelles (ULB), 1000, Brussels, Belgium
| | - Jean-Philippe Hauzeur
- Laboratory of Rheumatology, Department of Rheumatology, GIGA Research, University of Liège, Tour GIGA, +2, CHU, 4000, Liège, Belgium
| | - Valérie Gangji
- Laboratory of Bone and Metabolic Biochemistry, Department of Rheumatology, Université Libre de Bruxelles (ULB), 1000, Brussels, Belgium.,Department of Rheumatology and Physical Medicine, Hôpital Erasme, Université Libre de Bruxelles (ULB), 1000, Brussels, Belgium
| | - Michel G Malaise
- Laboratory of Rheumatology, Department of Rheumatology, GIGA Research, University of Liège, Tour GIGA, +2, CHU, 4000, Liège, Belgium
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Charlier E, Malaise O, Zeddou M, Neuville S, Cobraiville G, Deroyer C, Sanchez C, Gillet P, Kurth W, de Seny D, Relic B, Malaise MG. Restriction of spontaneous and prednisolone-induced leptin production to dedifferentiated state in human hip OA chondrocytes: role of Smad1 and β-catenin activation. Osteoarthritis Cartilage 2016; 24:315-24. [PMID: 26318657 DOI: 10.1016/j.joca.2015.08.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [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: 08/17/2015] [Accepted: 08/18/2015] [Indexed: 02/02/2023]
Abstract
OBJECTIVE The aetiology of OA is not fully understood although several adipokines such as leptin are known mediators of disease progression. Since leptin levels were increased in synovial fluid compared to serum in OA patients, it was suggested that joint cells themselves could produce leptin. However, exact mechanisms underlying leptin production by chondrocytes are poorly understood. Nevertheless, prednisolone, although displaying powerful anti-inflammatory properties has been recently reported to be potent stimulator of leptin and its receptor in OA synovial fibroblasts. Therefore, we investigated, in vitro, spontaneous and prednisolone-induced leptin production in OA chondrocytes, focusing on transforming growth factor-β (TGFβ) and Wnt/β-catenin pathways. DESIGN We used an in vitro dedifferentiation model, comparing human freshly isolated hip OA chondrocytes cultivated in monolayer during 1 day (type II, COL2A1 +; type X, COL10A1 + and type I collagen, COL1A1 -) or 14 days (COL2A1 -; COL10A1 - and COL1A1+). RESULTS Leptin expression was not detected in day1 OA chondrocytes whereas day14 OA chondrocytes produced leptin, significantly increased with prednisolone. Activin receptor-like kinase 1 (ALK1)/ALK5 ratio was shifted during dedifferentiation, from high ALK5 and phospho (p)-Smad2 expression at day1 to high ALK1, endoglin and p-Smad1/5 expression at day14. Moreover, inactive glycogen synthase kinase 3 (GSK3) and active β-catenin were only found in dedifferentiated OA chondrocytes. Smad1 and β-catenin but not endoglin stable lentiviral silencing led to a significant decrease in leptin production by dedifferentiated OA chondrocytes. CONCLUSIONS Only dedifferentiated OA chondrocytes produced leptin. Prednisolone markedly enhanced leptin production, which involved Smad1 and β-catenin activation.
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Affiliation(s)
- E Charlier
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium.
| | - O Malaise
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
| | - M Zeddou
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
| | - S Neuville
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
| | - G Cobraiville
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
| | - C Deroyer
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
| | - C Sanchez
- Bone and Cartilage Research Unit, Arthropole Liège, University of Liège, Belgium
| | - P Gillet
- Orthopedic Surgery Unit, CHU of Liège, Belgium
| | - W Kurth
- Orthopedic Surgery Unit, CHU of Liège, Belgium
| | - D de Seny
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
| | - B Relic
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
| | - M G Malaise
- Laboratory of Rheumatology, GIGA Research, CHU de Liège, Arthropole Liège, University of Liège, Belgium
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de Seny D, Cobraiville G, Charlier E, Neuville S, Lutteri L, Le Goff C, Malaise D, Malaise O, Chapelle JP, Relic B, Malaise MG. Apolipoprotein-A1 as a damage-associated molecular patterns protein in osteoarthritis: ex vivo and in vitro pro-inflammatory properties. PLoS One 2015; 10:e0122904. [PMID: 25849372 PMCID: PMC4388661 DOI: 10.1371/journal.pone.0122904] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Accepted: 02/24/2015] [Indexed: 12/16/2022] Open
Abstract
Osteoarthritis (OA) is associated with a local inflammatory process. Dyslipidemia is known to be an underlying cause for the development of OA. Therefore, lipid and inflammatory levels were quantified ex vivo in blood and synovial fluid of OA patients (n=29) and compared to those of rheumatoid arthritis (RA) patients (n=27) or healthy volunteers (HV) (n=35). The role of apolipoprotein A-I (ApoA1) was investigated in vitro on inflammatory parameters using human joint cells isolated from cartilage and synovial membrane obtained from OA patients after joint replacement. Cells were stimulated with ApoA1 in the presence or not of serum amyloid A (SAA) protein and/or lipoproteins (LDL and HDL) at physiological concentration observed in OA synovial fluid. In our ex vivo study, ApoA1, LDL-C and total cholesterol levels were strongly correlated to each other inside the OA joint cavity whereas same levels were not or weakly correlated to their corresponding serum levels. In OA synovial fluid, ApoA1 was not as strongly correlated to HDL as observed in OA serum or in RA synovial fluid, suggesting a dissociative level between ApoA1 and HDL in OA synovial fluid. In vitro, ApoA1 induced IL-6, MMP-1 and MMP-3 expression by primary chondrocytes and fibroblast-like synoviocytes through TLR4 receptor. HDL and LDL attenuated joint inflammatory response induced by ApoA1 and SAA in a ratio dependent manner. In conclusion, a dysregulated lipidic profile in the synovial fluid of OA patients was observed and was correlated with inflammatory parameters in the OA joint cavity. Pro-inflammatory properties of ApoA1 were confirmed in vitro.
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Affiliation(s)
- Dominique de Seny
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
- * E-mail:
| | - Gaël Cobraiville
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
| | - Edith Charlier
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
| | - Sophie Neuville
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
| | - Laurence Lutteri
- Laboratory of Clinical Chemistry, CHU Hospital of Liege, 4000 Liège, Belgium
| | - Caroline Le Goff
- Laboratory of Clinical Chemistry, CHU Hospital of Liege, 4000 Liège, Belgium
| | - Denis Malaise
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
| | - Olivier Malaise
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
| | - Jean-Paul Chapelle
- Laboratory of Clinical Chemistry, CHU Hospital of Liege, 4000 Liège, Belgium
| | - Biserka Relic
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
| | - Michel G. Malaise
- Laboratory of Rheumatology, GIGA Research, University of Liege and CHU Hospital of Liege, 4000 Liège, Belgium
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Fillet M, Deroyer C, Cobraiville G, Le Goff C, Cavalier E, Chapelle JP, Marée R, Legrand V, Pierard L, Kolh P, Merville MP. Identification of protein biomarkers associated with cardiac ischemia by a proteomic approach. Biomarkers 2013; 18:614-24. [PMID: 24044526 DOI: 10.3109/1354750x.2013.838306] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Angina is chest pain induced by ischemia of the heart muscle, generally due to obstruction or spasm of the coronary arteries. People that suffer from average to severe cases of angina have an increased percentage of death before the age of 55, usually around 60%. Therefore, prevention of major complications, optimizing diagnosis, prognosis and therapeutics are of primary importance. The main objective of this study was to uncover biomarkers by comparing serum protein profiles of patients suffering from stable or unstable angina and controls. We identified by non-targeted proteomic approach and confirmed by the means of independent techniques, the differential expression of several proteins indicating significantly increased vascular inflammation response, disturbance in the lipid metabolism and in atherogenic plaques stability.
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Affiliation(s)
- M Fillet
- GIGA Proteomic Unit, Department of Clinical Chemistry, Clinical Chemistry Laboratory
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de Seny D, Cobraiville G, Charlier E, Neuville S, Esser N, Malaise D, Malaise O, Calvo FQ, Relic B, Malaise MG. Acute-phase serum amyloid a in osteoarthritis: regulatory mechanism and proinflammatory properties. PLoS One 2013; 8:e66769. [PMID: 23776697 PMCID: PMC3680431 DOI: 10.1371/journal.pone.0066769] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2013] [Accepted: 05/11/2013] [Indexed: 01/01/2023] Open
Abstract
Objective To determine if serum amyloid A (A-SAA) could be detected in human osteoarthritic (OA) joints and further clarify if high A-SAA level in joints result from a local production or from a diffusion process from abnormally elevated plasma concentration. Regulatory mechanism of A-SAA expression and its pro-inflammatory properties were also investigated. Methods A-SAA levels in serum and synovial fluid of OA (n = 29) and rheumatoid arthritis (RA) (n = 27) patients were measured and compared to matched-healthy volunteers (HV) (n = 35). In vitro cell cultures were performed on primary joint cells provided from osteoarthritis patients. Regulatory mechanisms were studied using Western-blotting, ELISA and lentiviral transfections. Results A-SAA was statistically increased in OA plasma patients compared to HV. Moreover, A-SAA level in OA plasma and synovial fluid increased with the Kellgren & Lauwrence grade. For all OA and RA patients, A-SAA plasma level was higher and highly correlated with its corresponding level in the synovial fluid, therefore supporting that A-SAA was mainly due to the passive diffusion process from blood into the joint cavity. However, A-SAA expression was also observed in vitro under corticosteroid treatment and/or under IL-1beta stimuli. A-SAA expression was down-regulated by PPAR-γ agonists (genistein and rosiglitazone) and up-regulated by TGF-β1 through Alk1 (Smad1/5) pathway. RhSAA induced proinflammatory cytokines (IL-6, IL-8, GRO-α and MCP-1) and metalloproteinases (MMP-1, MMP-3 and MMP-13) expression in FLS and chondrocytes, which expression was downregulated by TAK242, a specific TLR4 inhibitor. Conclusion Systemic or local A-SAA expression inside OA joint cavity may play a key role in inflammatory process seen in osteoarthritis, which could be counteracted by TLR4 inhibition.
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Affiliation(s)
- Dominique de Seny
- Laboratory of Rheumatology, GIGA Research, University of Liège, CHU Liège, Liège, Belgium.
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Houbart V, Cobraiville G, Lecomte F, Debrus B, Hubert P, Fillet M. Development of a nano-liquid chromatography on chip tandem mass spectrometry method for high-sensitivity hepcidin quantitation. J Chromatogr A 2011; 1218:9046-54. [PMID: 22055522 DOI: 10.1016/j.chroma.2011.10.030] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2011] [Revised: 10/03/2011] [Accepted: 10/04/2011] [Indexed: 10/16/2022]
Abstract
Microfluidic LC systems present undeniable advantages over classical LC in terms of sensitivity. Hepcidin, a peptide marker of clinical disorders linked to iron metabolism, was used as model to demonstrate peptide quantification potentialities of LC-chip coupled to a nanoelectrospray source ion trap mass spectrometer in an aqueous sample. First, stable isotope labelled hepcidin was chosen as internal standard and gradient as well as sample compositions were optimised using design of experiments as development tool. The method was then prevalidated using accuracy profiles in order to select the most appropriate response function and to confirm the ability of the technique to quantify low hepcidin concentration. A reliable and very sensitive quantitation method was finally obtained using this integrated microfluidic technology. Indeed, good results with respect to accuracy, trueness and precision were achieved, as well as a very low limit of quantitation (0.07 ng/ml). Method suitability of nano-LC on chip tandem mass spectrometry for hepcidin quantitation was also demonstrated in complex media such as human plasma.
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Affiliation(s)
- V Houbart
- Laboratory of Analytical Pharmaceutical Chemistry, Department of Pharmacy, CIRM, University of Liège, Belgium
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de Seny D, Sharif M, Fillet M, Cobraiville G, Meuwis MA, Marée R, Hauzeur JP, Wehenkel L, Louis E, Merville MP, Kirwan J, Ribbens C, Malaise M. Discovery and biochemical characterisation of four novel biomarkers for osteoarthritis. Ann Rheum Dis 2011; 70:1144-52. [PMID: 21362709 DOI: 10.1136/ard.2010.135541] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE Knee osteoarthritis (OA) is a heterogeneous, complex joint pathology of unknown aetiology. Biomarkers have been widely used to investigate OA but currently available biomarkers lack specificity and sensitivity. Therefore, novel biomarkers are needed to better understand the pathophysiological processes of OA initiation and progression. METHODS Surface enhanced laser desorption/ionisation-time of flight-mass spectrometry proteomic technique was used to analyse protein expression levels in 284 serum samples from patients with knee OA classified according to Kellgren and Lawrence (K&L) score (0-4). OA serum samples were also compared to serum samples provided by healthy individuals (negative control subjects; NC; n=36) and rheumatoid arthritis (RA) patients (n=25). Proteins that gave similar signal in all K&L groups of OA patients were ignored, whereas proteins with increased or decreased levels of expression were selected for further studies. RESULTS Two proteins were found to be expressed at higher levels in sera of OA patients at all four K&L scores compared to NC and RA, and were identified as V65 vitronectin fragment and C3fpeptide. Of the two remaining proteins, one showed increased expression (unknown protein at m/z of 3762) and the other (identified as connective tissue-activating peptide III protein) was decreased in K&L scores >2 subsets compared to NC, RA and K&L scores 0 or 1 subsets. CONCLUSION The authors detected four unexpected biomarkers (V65 vitronectin fragment, C3f peptide, CTAP-III and m/z 3762 protein) that could be relevant in the pathophysiological process of OA as having significant correlation with parameters reflecting local inflammation and bone remodelling, as well as decrease in cartilage turnover.
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Affiliation(s)
- Dominique de Seny
- GIGA Research, Laboratory of Rheumatology, University of Liège, CHU Liège, Belgium.
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De Seny D, Ribbens C, Cobraiville G, Meuwis MA, Marée R, Geurts P, Wehenkel L, Louis E, Merville MP, Fillet M, Malaise MG. [Proteomics studies on arthritis by SELDI-TOF-MS: identification of the S100 proteins family as proteins of interest]. Rev Med Liege 2009; 64 Spec No:29-35. [PMID: 20085013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Clinical proteomics is a technical approach studying the entire proteome expressed by cells, tissues or organs. It describes the dynamics of cell regulation by detecting molecular events related to diseases development. Proteomic techniques focus mainly on identification of new biomarkers or new therapeutic targets. It is a multidisciplinary approach using medical, biological, bioanalytical and bioinformatics knowledges. A strong collaboration between these fields allowed SELDI-TOF-MS proteomics studies to be performed at the CHU and the University of Liège, in GIGA-Research facilities. The aim of these studies was driven along three main axes of research related to the identification of biomarkers specific to a studied pathology, to a common biological pathway and, finally, to a treatment response. This work was presented in the setting of the "Synthèse CHU 2009" meeting.
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Affiliation(s)
- D De Seny
- Service de Rhumatologie, CHU de Liège, Liège, Belgique.
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