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Cooles FAH, Tarn J, Lendrem DW, Naamane N, Lin CM, Millar B, Maney NJ, Anderson AE, Thalayasingam N, Diboll J, Bondet V, Duffy D, Barnes MR, Smith GR, Ng S, Watson D, Henkin R, Cope AP, Reynard LN, Pratt AG, Isaacs JD. Interferon-α-mediated therapeutic resistance in early rheumatoid arthritis implicates epigenetic reprogramming. Ann Rheum Dis 2022; 81:1214-1223. [PMID: 35680389 PMCID: PMC9380486 DOI: 10.1136/annrheumdis-2022-222370] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [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: 02/16/2022] [Accepted: 05/23/2022] [Indexed: 11/09/2022]
Abstract
OBJECTIVES An interferon (IFN) gene signature (IGS) is present in approximately 50% of early, treatment naive rheumatoid arthritis (eRA) patients where it has been shown to negatively impact initial response to treatment. We wished to validate this effect and explore potential mechanisms of action. METHODS In a multicentre inception cohort of eRA patients (n=191), we examined the whole blood IGS (MxA, IFI44L, OAS1, IFI6, ISG15) with reference to circulating IFN proteins, clinical outcomes and epigenetic influences on circulating CD19+ B and CD4+ T lymphocytes. RESULTS We reproduced our previous findings demonstrating a raised baseline IGS. We additionally showed, for the first time, that the IGS in eRA reflects circulating IFN-α protein. Paired longitudinal analysis demonstrated a significant reduction between baseline and 6-month IGS and IFN-α levels (p<0.0001 for both). Despite this fall, a raised baseline IGS predicted worse 6-month clinical outcomes such as increased disease activity score (DAS-28, p=0.025) and lower likelihood of a good EULAR clinical response (p=0.034), which was independent of other conventional predictors of disease activity and clinical response. Molecular analysis of CD4+ T cells and CD19+ B cells demonstrated differentially methylated CPG sites and dysregulated expression of disease relevant genes, including PARP9, STAT1, and EPSTI1, associated with baseline IGS/IFNα levels. Differentially methylated CPG sites implicated altered transcription factor binding in B cells (GATA3, ETSI, NFATC2, EZH2) and T cells (p300, HIF1α). CONCLUSIONS Our data suggest that, in eRA, IFN-α can cause a sustained, epigenetically mediated, pathogenic increase in lymphocyte activation and proliferation, and that the IGS is, therefore, a robust prognostic biomarker. Its persistent harmful effects provide a rationale for the initial therapeutic targeting of IFN-α in selected patients with eRA.
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Affiliation(s)
- Faye A H Cooles
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Jessica Tarn
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Dennis W Lendrem
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Najib Naamane
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Chung Ma Lin
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Ben Millar
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Nicola J Maney
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Amy E Anderson
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Nishanthi Thalayasingam
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Julie Diboll
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Vincent Bondet
- Laboratory of Dendritic Cell Immunobiology, Institut Pasteur, Paris, France
| | - Darragh Duffy
- Laboratory of Dendritic Cell Immunobiology, Institut Pasteur, Paris, France
- Center for Translational Research, Institut Pasteur, Paris, France
| | - Michael R Barnes
- Centre for Translational Bioinformatics, William Harvey Research Institute, London, UK
| | - Graham R Smith
- Bioinformatics Support Unit, Newcastle University Faculty of Medical Sciences, Newcastle Upon Tyne, UK
| | - Sandra Ng
- Centre for Translational Bioinformatics, William Harvey Research Institute, London, UK
| | - David Watson
- Department of Statistical Science, University College London, London, UK
| | - Rafael Henkin
- Centre for Translational Bioinformatics, William Harvey Research Institute, London, UK
| | - Andrew P Cope
- Academic Department of Rheumatology, King's College London, London, UK
| | - Louise N Reynard
- Newcastle University Biosciences Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Arthur G Pratt
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
- Musculoskeletal Research Group, The Freeman Hospital, Newcastle Upon Tyne, UK
| | - John D Isaacs
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
- Musculoskeletal Research Group, The Freeman Hospital, Newcastle Upon Tyne, UK
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Marklein B, Jenning M, Konthur Z, Häupl T, Welzel F, Nonhoff U, Krobitsch S, Mulder DM, Koenders MI, Joshua V, Cope AP, Shlomchik MJ, Anders HJ, Burmester GR, Hensvold A, Catrina AI, Rönnelid J, Steiner G, Skriner K. The citrullinated/native index of autoantibodies against hnRNP-DL predicts an individual "window of treatment success" in RA patients. Arthritis Res Ther 2021; 23:239. [PMID: 34521462 PMCID: PMC8439038 DOI: 10.1186/s13075-021-02603-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 08/06/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There is a need for biomarker to identify patients "at risk" for rheumatoid arthritis (risk-RA) and to better predict the therapeutic response and in this study we tested the hypothesis that novel native and citrullinated heterogeneous nuclear ribonucleoprotein (hnRNP)-DL autoantibodies could be possible biomarkers. METHODS Using protein macroarray and ELISA, epitope recognition against hnRNP-DL was analysed in sera from different developed RA disease and diagnosed SLE patients. Toll-like receptor (TLR) 7/9 and myeloid differentiation primary response gene 88 (MyD88)-dependency were studied in sera from murine disease models. HnRNP-DL expression in cultivated cells and synovial tissue was analysed by indirect immunofluorescence, immunoblot and immunohistochemistry. RESULTS HnRNP-DL was highly expressed in stress granules, citrullinated in the rheumatoid joint and targeted by autoantibodies either as native or citrullinated proteins in patient subsets with different developed RA disease. Structural citrullination dependent epitopes (SCEs) of hnRNP-DL were detected in 58% of the SLE patients although 98% of these sera were α-CCP-2-negative. To obtain a specific citrullinated signal value, we subtracted the native antibody value from the citrullinated signal. The citrullinated/native index of autoantibodies against hnRNP-DL (CNDL-Index) was identified as a new value for an "individual window of treatment success" in early RA and for the detection of RF IgM/α-CCP-2 seronegative RA patients (24-46%). Negative CNDL-index was found in SLE patients, risk-RA and early RA cohorts such as EIRA where the majority of these patients are DAS28-responders to methotrexate (MTX) treatment (87%). High positive CNDL-values were associated with more severe RA, shared epitope and parenchymal changes in the lung. Specifically, native α-hnRNP-DL is TLR7/9-dependent, associated with pain and ROC analysis revealed an association to initial MTX or etanercept treatment response, especially in seronegative RA patients. CONCLUSION CNDL-index defines people at risk to develop RA and the "window of treatment success" thereby closing the sensitivity gap in RA.
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Affiliation(s)
- Bianka Marklein
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | - Madeleine Jenning
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
- German Rheumatism Research Centre, Leibniz Institute, 10117, Berlin, Germany
| | - Zoltán Konthur
- Max Planck Institute for Molecular Genetics, Berlin, Germany
- Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
- Department of Analytical Chemistry (Dpt.1), Bundesanstalt für Materialforschung und-prüfung (BAM), Berlin, Germany
| | - Thomas Häupl
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | | | - Ute Nonhoff
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | | | - Debbie M Mulder
- Department of Experimental Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marije I Koenders
- Department of Experimental Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Vijay Joshua
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Andrew P Cope
- Centre for Rheumatic Diseases, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Mark J Shlomchik
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Hans-Joachim Anders
- Medical Clinic and Policlinic IV, Nephrological Center, Ludwig-Maximilian-University Hospital, Munich, Germany
| | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | - Aase Hensvold
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
- Academic Specialist Center, Center for Rheumatology, Stockholm Health Region, Stockholm, Sweden
| | - Anca I Catrina
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Rönnelid
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Günter Steiner
- Division of Rheumatology, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Cluster for Arthritis and Rehabilitation, Vienna, Austria
| | - Karl Skriner
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany.
- German Rheumatism Research Centre, Leibniz Institute, 10117, Berlin, Germany.
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Slot LM, Vergroesen RD, Kerkman PF, Staudinger E, Reijm S, van Dooren HJ, van der Voort EIH, Huizinga TWJ, Toes REM, Scherer HU. Light chain skewing in autoantibodies and B-cell receptors of the citrullinated antigen-binding B-cell response in rheumatoid arthritis. PLoS One 2021; 16:e0247847. [PMID: 33784344 PMCID: PMC8009422 DOI: 10.1371/journal.pone.0247847] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 02/13/2021] [Indexed: 11/18/2022] Open
Abstract
Rheumatoid arthritis (RA) is a chronic autoimmune disease affecting 1% of the world population. RA is associated with the presence of autoantibodies, of which anti-citrullinated protein antibodies (ACPA) are most prominent. ACPA are produced by citrullinated antigen-binding B cells that have presumably survived tolerance checkpoints. So far, it is unclear how and when such autoreactive B cells emerge. Light chain (LC) rearrangement and mutation rates can be informative with regard to selection steps during B-cell development. Therefore, we studied LC characteristics of ACPA-expressing B cells and secreted ACPA with the aim to better understand the development of this disease-specific, autoreactive B-cell response. Paired ACPA-IgG and ACPA-depleted IgG were isolated from serum (n = 87) and synovial fluid (SF, n = 21) of patients with established RA. We determined the LC composition for each fraction by ELISA using kappa(Igκ)- and lambda(Igλ) LC-specific antibodies. Cellular LC expression was determined using flow cytometry. In addition, we used a B-cell receptor (BCR)-specific PCR to obtain LC variable region sequences of citrullinated antigen- and tetanus toxoid (TT)-binding B cells. In serum, we observed an increased frequency of lambda LC in ACPA-IgG (1.64:1) compared to control IgG (2.03:1) and to the κ/λ ratio reported for healthy individuals (2:1). A similar trend towards higher frequencies of lambda LCs was observed for ACPA-IgG in SF (1.84:1). Additionally, the percentage of Igλ-expressing B cells was higher for citrullinated antigen-binding B cells (51%) compared to TT-specific (43%) and total CD19+CD20+ B cells (36%). Moreover, an increased Igλ percentage was observed in BCR-sequences derived from ACPA-expressing (49%) compared to TT-specific B cells (34%). Taken together, we report an enhanced frequency of lambda LCs in the secreted ACPA-IgG repertoire and, on the cellular level, in BCR sequences of ACPA-expressing B cells compared to control. This skewing in the autoreactive B-cell repertoire could reflect a process of active selection.
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Affiliation(s)
- Linda M. Slot
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Priscilla F. Kerkman
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ellen Staudinger
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Sanne Reijm
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Hugo J. van Dooren
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Tom W. J. Huizinga
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - René E. M. Toes
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Hans U. Scherer
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
- * E-mail:
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