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Published in: Arthritis Research & Therapy 1/2015

Open Access 01-12-2015 | Research article

Effect of prednisone on type I interferon signature in rheumatoid arthritis: consequences for response prediction to rituximab

Authors: Tamarah D de Jong, Saskia Vosslamber, Marjolein Blits, Gertjan Wolbink, Mike T Nurmohamed, Conny J van der Laken, Gerrit Jansen, Alexandre E Voskuyl, Cornelis L Verweij

Published in: Arthritis Research & Therapy | Issue 1/2015

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Abstract

Introduction

Elevated type I interferon (IFN) response gene (IRG) expression has proven clinical relevance in predicting rituximab non-response in rheumatoid arthritis (RA). Interference between glucocorticoids (GCs) and type I IFN signaling has been demonstrated in vitro. Since GC use and dose are highly variable among patients before rituximab treatment, the aim of this study was to determine the effect of GC use on IRG expression in relation to rituximab response prediction in RA.

Methods

In two independent cohorts of 32 and 182 biologic-free RA patients and a third cohort of 40 rituximab-starting RA patients, peripheral blood expression of selected IRGs was determined by microarray or quantitative real-time polymerase chain reaction (qPCR), and an IFN-score was calculated. The baseline IFN-score was tested for its predictive value towards rituximab response in relation to GC use using receiver operating characteristics (ROC) analysis in the rituximab cohort. Patients with a decrease in disease activity score (∆DAS28) >1.2 after 6 months of rituximab were considered responders.

Results

We consistently observed suppression of IFN-score in prednisone users (PREDN+) compared to non-users (PREDN). In the rituximab cohort, analysis on PREDN patients (n = 13) alone revealed improved prediction of rituximab non-response based on baseline IFN-score, with an area under the curve (AUC) of 0.975 compared to 0.848 in all patients (n = 40). Using a group-specific IFN-score cut-off for all patients and PREDN patients alone, sensitivity increased from 41% to 88%, respectively, combined with 100% specificity.

Conclusions

Because of prednisone-related suppression of IFN-score, higher accuracy of rituximab response prediction was achieved in PREDN patients. These results suggest that the IFN-score-based rituximab response prediction model could be improved upon implementation of prednisone use.
Literature
1.
go back to reference Smolen JS, Landewe R, Breedveld FC, Dougados M, Emery P, Gaujoux-Viala C, et al. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs. Ann Rheum Dis. 2010;69:964–75.CrossRefPubMedCentralPubMed Smolen JS, Landewe R, Breedveld FC, Dougados M, Emery P, Gaujoux-Viala C, et al. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs. Ann Rheum Dis. 2010;69:964–75.CrossRefPubMedCentralPubMed
2.
go back to reference Thurlings RM, Boumans M, Tekstra J, van Roon JA, Vos K, van Westing DM, et al. Relationship between the type I interferon signature and the response to rituximab in rheumatoid arthritis patients. Arthritis Rheum. 2010;62:3607–14.CrossRefPubMed Thurlings RM, Boumans M, Tekstra J, van Roon JA, Vos K, van Westing DM, et al. Relationship between the type I interferon signature and the response to rituximab in rheumatoid arthritis patients. Arthritis Rheum. 2010;62:3607–14.CrossRefPubMed
3.
go back to reference Raterman HG, Vosslamber S, De RS, Nurmohamed MT, Lems WF, Boers M, et al. The interferon type I signature towards prediction of non-response to rituximab in rheumatoid arthritis patients. Arthritis Res Ther. 2012;14:R95.CrossRefPubMedCentralPubMed Raterman HG, Vosslamber S, De RS, Nurmohamed MT, Lems WF, Boers M, et al. The interferon type I signature towards prediction of non-response to rituximab in rheumatoid arthritis patients. Arthritis Res Ther. 2012;14:R95.CrossRefPubMedCentralPubMed
4.
go back to reference van der Pouw Kraan TC, Wijbrandts CA, van Baarsen LG, Voskuyl AE, Rustenburg F, Baggen JM, et al. Rheumatoid arthritis subtypes identified by genomic profiling of peripheral blood cells: assignment of a type I interferon signature in a subpopulation of patients. Ann Rheum Dis. 2007;66:1008–14.CrossRefPubMedCentralPubMed van der Pouw Kraan TC, Wijbrandts CA, van Baarsen LG, Voskuyl AE, Rustenburg F, Baggen JM, et al. Rheumatoid arthritis subtypes identified by genomic profiling of peripheral blood cells: assignment of a type I interferon signature in a subpopulation of patients. Ann Rheum Dis. 2007;66:1008–14.CrossRefPubMedCentralPubMed
6.
go back to reference Reily MM, Pantoja C, Hu X, Chinenov Y, Rogatsky I. The GRIP1:IRF3 interaction as a target for glucocorticoid receptor-mediated immunosuppression. EMBO J. 2006;25:108–17.CrossRefPubMedCentralPubMed Reily MM, Pantoja C, Hu X, Chinenov Y, Rogatsky I. The GRIP1:IRF3 interaction as a target for glucocorticoid receptor-mediated immunosuppression. EMBO J. 2006;25:108–17.CrossRefPubMedCentralPubMed
7.
go back to reference Flammer JR, Dobrovolna J, Kennedy MA, Chinenov Y, Glass CK, Ivashkiv LB, et al. The type I interferon signaling pathway is a target for glucocorticoid inhibition. Mol Cell Biol. 2010;30:4564–74.CrossRefPubMedCentralPubMed Flammer JR, Dobrovolna J, Kennedy MA, Chinenov Y, Glass CK, Ivashkiv LB, et al. The type I interferon signaling pathway is a target for glucocorticoid inhibition. Mol Cell Biol. 2010;30:4564–74.CrossRefPubMedCentralPubMed
8.
go back to reference Bijlsma JW. Disease control with glucocorticoid therapy in rheumatoid arthritis. Rheumatology (Oxford). 2012;51:iv9–13. Bijlsma JW. Disease control with glucocorticoid therapy in rheumatoid arthritis. Rheumatology (Oxford). 2012;51:iv9–13.
9.
go back to reference Arnett FC, Edworthy SM, Bloch DA, McShane DJ, Fries JF, Cooper NS, et al. The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum. 1988;31:315–24.CrossRefPubMed Arnett FC, Edworthy SM, Bloch DA, McShane DJ, Fries JF, Cooper NS, et al. The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum. 1988;31:315–24.CrossRefPubMed
10.
go back to reference van Gestel AM, Haagsma CJ, van Riel PL. Validation of rheumatoid arthritis improvement criteria that include simplified joint counts. Arthritis Rheum. 1998;41:1845–50.CrossRefPubMed van Gestel AM, Haagsma CJ, van Riel PL. Validation of rheumatoid arthritis improvement criteria that include simplified joint counts. Arthritis Rheum. 1998;41:1845–50.CrossRefPubMed
11.
go back to reference Verweij CL, Vosslamber S. New insight in the mechanism of action of rituximab: the interferon signature towards personalized medicine. Discov Med. 2011;12:229–36.PubMed Verweij CL, Vosslamber S. New insight in the mechanism of action of rituximab: the interferon signature towards personalized medicine. Discov Med. 2011;12:229–36.PubMed
12.
go back to reference Guiducci C, Gong M, Xu Z, Gill M, Chaussabel D, Meeker T, et al. TLR recognition of self nucleic acids hampers glucocorticoid activity in lupus. Nature. 2010;465:937–41.CrossRefPubMedCentralPubMed Guiducci C, Gong M, Xu Z, Gill M, Chaussabel D, Meeker T, et al. TLR recognition of self nucleic acids hampers glucocorticoid activity in lupus. Nature. 2010;465:937–41.CrossRefPubMedCentralPubMed
13.
go back to reference Ronnblom L, Eloranta ML. The interferon signature in autoimmune diseases. Curr Opin Rheumatol. 2013;25:248–53.CrossRefPubMed Ronnblom L, Eloranta ML. The interferon signature in autoimmune diseases. Curr Opin Rheumatol. 2013;25:248–53.CrossRefPubMed
14.
go back to reference Mavragani CP, La DT, Stohl W, Crow MK. Association of the response to tumor necrosis factor antagonists with plasma type I interferon activity and interferon-beta/alpha ratios in rheumatoid arthritis patients: a post hoc analysis of a predominantly Hispanic cohort. Arthritis Rheum. 2010;62:392–401.CrossRefPubMedCentralPubMed Mavragani CP, La DT, Stohl W, Crow MK. Association of the response to tumor necrosis factor antagonists with plasma type I interferon activity and interferon-beta/alpha ratios in rheumatoid arthritis patients: a post hoc analysis of a predominantly Hispanic cohort. Arthritis Rheum. 2010;62:392–401.CrossRefPubMedCentralPubMed
15.
go back to reference de Jong TD, Vosslamber S, Eloranta ML, Rönnblom L, Mantel E, Gelderman KA, et al. On the origin of the type I interferon activity in rheumatoid arthritis. Ann Rheum Dis. 2013;72:A79.CrossRef de Jong TD, Vosslamber S, Eloranta ML, Rönnblom L, Mantel E, Gelderman KA, et al. On the origin of the type I interferon activity in rheumatoid arthritis. Ann Rheum Dis. 2013;72:A79.CrossRef
16.
go back to reference Bhattacharyya S, Zhao Y, Kay TW, Muglia LJ. Glucocorticoids target suppressor of cytokine signaling 1 (SOCS1) and type 1 interferons to regulate Toll-like receptor-induced STAT1 activation. Proc Natl Acad Sci U S A. 2011;108:9554–9.CrossRefPubMedCentralPubMed Bhattacharyya S, Zhao Y, Kay TW, Muglia LJ. Glucocorticoids target suppressor of cytokine signaling 1 (SOCS1) and type 1 interferons to regulate Toll-like receptor-induced STAT1 activation. Proc Natl Acad Sci U S A. 2011;108:9554–9.CrossRefPubMedCentralPubMed
17.
go back to reference Krebs DL, Hilton DJ. SOCS proteins: negative regulators of cytokine signaling. Stem Cells. 2001;19:378–87.CrossRefPubMed Krebs DL, Hilton DJ. SOCS proteins: negative regulators of cytokine signaling. Stem Cells. 2001;19:378–87.CrossRefPubMed
18.
go back to reference van der Pouw Kraan TC, van Gaalen FA, Kasperkovitz PV, Verbeet NL, Smeets TJ, Kraan MC, et al. Rheumatoid arthritis is a heterogeneous disease: evidence for differences in the activation of the STAT-1 pathway between rheumatoid tissues. Arthritis Rheum. 2003;48:2132–45.CrossRefPubMed van der Pouw Kraan TC, van Gaalen FA, Kasperkovitz PV, Verbeet NL, Smeets TJ, Kraan MC, et al. Rheumatoid arthritis is a heterogeneous disease: evidence for differences in the activation of the STAT-1 pathway between rheumatoid tissues. Arthritis Rheum. 2003;48:2132–45.CrossRefPubMed
19.
go back to reference van der Pouw Kraan TC, van Baarsen LG, Wijbrandts CA, Voskuyl AE, Rustenburg F, Baggen JM, et al. Expression of a pathogen-response program in peripheral blood cells defines a subgroup of rheumatoid arthritis patients. Genes Immun. 2008;9:16–22.CrossRefPubMed van der Pouw Kraan TC, van Baarsen LG, Wijbrandts CA, Voskuyl AE, Rustenburg F, Baggen JM, et al. Expression of a pathogen-response program in peripheral blood cells defines a subgroup of rheumatoid arthritis patients. Genes Immun. 2008;9:16–22.CrossRefPubMed
20.
go back to reference Vosslamber S, Raterman HG, van der Pouw Kraan TC, Schreurs MW, von Blomberg BM, Nurmohamed MT, et al. Pharmacological induction of interferon type I activity following treatment with rituximab determines clinical response in rheumatoid arthritis. Ann Rheum Dis. 2011;70:1153–9.CrossRefPubMed Vosslamber S, Raterman HG, van der Pouw Kraan TC, Schreurs MW, von Blomberg BM, Nurmohamed MT, et al. Pharmacological induction of interferon type I activity following treatment with rituximab determines clinical response in rheumatoid arthritis. Ann Rheum Dis. 2011;70:1153–9.CrossRefPubMed
21.
go back to reference Sekiguchi N, Kawauchi S, Furuya T, Inaba N, Matsuda K, Ando S, et al. Messenger ribonucleic acid expression profile in peripheral blood cells from RA patients following treatment with an anti-TNF-alpha monoclonal antibody, infliximab. Rheumatology (Oxford). 2008;47:780–8.CrossRefPubMed Sekiguchi N, Kawauchi S, Furuya T, Inaba N, Matsuda K, Ando S, et al. Messenger ribonucleic acid expression profile in peripheral blood cells from RA patients following treatment with an anti-TNF-alpha monoclonal antibody, infliximab. Rheumatology (Oxford). 2008;47:780–8.CrossRefPubMed
22.
go back to reference van Baarsen LG, Wijbrandts CA, Rustenburg F, Cantaert T, van der Pouw Kraan TC, Baeten DL, et al. Regulation of IFN response gene activity during infliximab treatment in rheumatoid arthritis is associated with clinical response to treatment. Arthritis Res Ther. 2010;12:R11.CrossRefPubMedCentralPubMed van Baarsen LG, Wijbrandts CA, Rustenburg F, Cantaert T, van der Pouw Kraan TC, Baeten DL, et al. Regulation of IFN response gene activity during infliximab treatment in rheumatoid arthritis is associated with clinical response to treatment. Arthritis Res Ther. 2010;12:R11.CrossRefPubMedCentralPubMed
23.
go back to reference Sanayama Y, Ikeda K, Saito Y, Kagami S, Yamagata M, Furuta S, et al. Prediction of therapeutic responses to tocilizumab in patients with rheumatoid arthritis: biomarkers identified by analysis of gene expression in peripheral blood mononuclear cells using genome-wide DNA microarray. Arthritis Rheumatol. 2014;66:1421–31.CrossRefPubMed Sanayama Y, Ikeda K, Saito Y, Kagami S, Yamagata M, Furuta S, et al. Prediction of therapeutic responses to tocilizumab in patients with rheumatoid arthritis: biomarkers identified by analysis of gene expression in peripheral blood mononuclear cells using genome-wide DNA microarray. Arthritis Rheumatol. 2014;66:1421–31.CrossRefPubMed
Metadata
Title
Effect of prednisone on type I interferon signature in rheumatoid arthritis: consequences for response prediction to rituximab
Authors
Tamarah D de Jong
Saskia Vosslamber
Marjolein Blits
Gertjan Wolbink
Mike T Nurmohamed
Conny J van der Laken
Gerrit Jansen
Alexandre E Voskuyl
Cornelis L Verweij
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Arthritis Research & Therapy / Issue 1/2015
Electronic ISSN: 1478-6362
DOI
https://doi.org/10.1186/s13075-015-0564-y

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