Abstract
Despite nearly three decades of advances in the management of rheumatoid arthritis (RA), a substantial minority of patients are exposed to multiple DMARDs without necessarily benefitting from them; a group of patients variously designated as having ‘difficult to treat’, ‘treatment-resistant’ or ‘refractory’ RA. This Review of refractory RA focuses on two types of patients: those for whom multiple targeted therapies lack efficacy and who have persistent inflammatory pathology, which we designate as persistent inflammatory refractory RA (PIRRA); and those with supposed refractory RA who have continued disease activity that is predominantly independent of objective evidence of inflammation, which we designate as non-inflammatory refractory RA (NIRRA). These two types of disease are not mutually exclusive, but identifying those individuals with predominant PIRRA or NIRRA is important, as it informs distinct treatment and management approaches. This Review outlines the clinical differences between PIRRA and NIRRA, the genetic and epigenetic mechanisms and immune pathways that might contribute to the immunopathogenesis of recalcitrant synovitis in PIRRA, and a possible basis for non-inflammatory symptomatology in NIRRA. Future approaches towards the definition of refractory RA and the application of single-cell and integrated omics technologies to the identification of refractory RA endotypes are also discussed.
Key points
-
The term refractory rheumatoid arthritis (RA) implies treatment-resistant persistent joint and/or systemic inflammation; however, it is often used interchangeably with broader definitions such as ‘difficult to treat’ RA.
-
Refractory RA could be stratified into two major categories; persistent inflammatory refractory RA (PIRRA), in which unabated inflammation is evident, and non-inflammatory refractory RA (NIRRA), which lacks discernible inflammation.
-
Within the category of PIRRA, serological status and HLA associations can provide meaningful stratification that can inform potential therapeutic avenues.
-
Epigenetic modifiers, including methylation, microRNAs and long non-coding RNAs, can influence the course of RA and could provide a basis for the emergence of refractory RA.
-
NIRRA is typically mediated by ongoing pain and patient-reported outcomes; pain mechanisms might include autoimmune and neuroinflammatory pathways that are independent of joint synovitis.
-
The classification of RA and other diseases along an innate-to-adaptive immunological axis can be applied to refractory RA to help discover targets that might be of therapeutic benefit.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 print issues and online access
$209.00 per year
only $17.42 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Smolen, J. S. & Aletaha, D. Rheumatoid arthritis therapy reappraisal: strategies, opportunities and challenges. Nat. Rev. Rheumatol. 11, 276–289 (2015).
Buch, M. H. Defining refractory rheumatoid arthritis. Ann. Rheum. Dis. 77, 966–999 (2018).
de Hair, M. J. H., Jacobs, J. W. G., Schoneveld, J. L. M. & van Laar, J. M. Difficult-to-treat rheumatoid arthritis: an area of unmet clinical need. Rheumatology 57, 1135–1144 (2018).
Nagy, G. et al. EULAR definition of difficult-to-treat rheumatoid arthritis. Ann. Rheum. Dis. https://doi.org/10.1136/annrheumdis-2020-217344 (2020).
Roodenrijs, N. M. T. et al. Characteristics of difficult-to-treat rheumatoid arthritis: results of an international survey. Ann. Rheum. Dis. 77, 1705–1709 (2018).
Gabriel, S. E. & Luthra, H. S. Rheumatoid arthritis: can the long-term outcome be altered? Mayo Clin. Proc. 63, 58–68 (1988).
Smolen, J. S. et al. Evidence of radiographic benefit of treatment with infliximab plus methotrexate in rheumatoid arthritis patients who had no clinical improvement: a detailed subanalysis of data from the anti-tumor necrosis factor trial in rheumatoid arthritis with concomitant therapy study. Arthritis Rheum. 52, 1020–1030 (2005).
Buch, M. H. et al. The value of synovial cytokine expression in predicting the clinical response to TNF antagonist therapy (infliximab). Rheumatology 47, 1469–1475 (2008).
McGonagle, D., Gibbon, W. & Emery, P. Classification of inflammatory arthritis by enthesitis. Lancet 352, 1137–1140 (1998).
Conaghan, P. G. et al. Elucidation of the relationship between synovitis and bone damage: a randomized magnetic resonance imaging study of individual joints in patients with early rheumatoid arthritis. Arthritis Rheum. 48, 64–71 (2003).
Brown, A. K. et al. An explanation for the apparent dissociation between clinical remission and continued structural deterioration in rheumatoid arthritis. Arthritis Rheum. 58, 2958–2967 (2008).
Lee, Y. C. et al. Incidence and predictors of secondary fibromyalgia in an early arthritis cohort. Ann. Rheum. Dis. 72, 949–954 (2013).
Joharatnam, N. et al. A cross-sectional study of pain sensitivity, disease-activity assessment, mental health, and fibromyalgia status in rheumatoid arthritis. Arthritis Res. Ther. 17, 11 (2015).
Ton, E. et al. Look beyond the disease activity score of 28 joints (DAS28): tender points influence the DAS28 in patients with rheumatoid arthritis. J. Rheumatol. 39, 22–27 (2012).
Ferreira, R. J. O. et al. Suppressing inflammation in rheumatoid arthritis: does patient global assessment blur the target? A practice-based call for a paradigm change. Arthritis Care Res. 70, 369–378 (2018).
Studenic, P., Smolen, J. S. & Aletaha, D. Near misses of ACR/EULAR criteria for remission: effects of patient global assessment in Boolean and index-based definitions. Ann. Rheum. Dis. 71, 1702–1705 (2012).
Lard, L. R., Visser, H. & Speyer, I. Early versus delayed treatment in patients with recent-onset rheumatoid arthritis: comparison of two cohorts who received different treatment strategies. Am. J. Med. 111, 446–451 (2001).
Emery, P. et al. A pragmatic randomised controlled trial of Very early Etanercept and MTX versus MTX with Delayed Etanercept in RA — the VEDERA trial. Ann. Rheum. Dis. 79, 464–471 (2020).
Kearsley-Fleet, L. et al. Biologic refractory disease in rheumatoid arthritis: results from the British Society for Rheumatology Biologics Register for Rheumatoid Arthritis. Ann. Rheum. Dis. 77, 1405–1412 (2018).
Bécède, M. et al. Risk profiling for a refractory course of rheumatoid arthritis. Semin. Arthritis Rheum. 49, 211–217 (2019).
Aletaha, D. et al. Effect of disease duration and prior disease-modifying antirheumatic drug use on treatment outcomes in patients with rheumatoid arthritis. Ann. Rheum. Dis. 78, 1609–1615 (2019).
Nell, V. P. et al. Benefit of very early referral and very early therapy with disease-modifying anti-rheumatic drugs in patients with early rheumatoid arthritis. Rheumatology 43, 906–914 (2004).
Myasoedova, E., Crowson, C. S., Turesson, C., Gabriel, S. E. & Matteson, E. L. Incidence of extraarticular rheumatoid arthritis in olmsted county, Minnesota, in 1995–2007 versus 1985–1994: a population-based study. J. Rheumatol. 38, 983–989 (2011).
Erhardt, C. C., Mumford, P. A., Venables, P. J. W. & Maini, R. N. Factors predicting a poor life prognosis in rheumatoid arthritis: an eight year prospective study. Ann. Rheum. Dis. 48, 7–13 (1989).
Nikiphorou, E., Sjöwall, C., Hannonen, P., Rannio, T. & Sokka, T. Long-term outcomes of destructive seronegative (rheumatoid) arthritis – description of four clinical cases. BMC Musculoskelet. Disord. 17, 246 (2016).
van der Helm-van Mil, A. H. M., Verpoort, K. N., Breedveld, F. C., Toes, R. E. M. & Huizinga, T. W. J. Antibodies to citrullinated proteins and differences in clinical progression of rheumatoid arthritis. Arthritis Res. Ther. 7, R949–R958 (2005).
Cader, M. Z., Filer, A. D., Buckley, C. D. & Raza, K. The relationship between the clinical manifestations and the presence of anti cyclic citrullinated peptide antibodies in very early rheumatoid arthritis. BMC Musculoskelet. Disord. 11, 187 (2010).
Mankia, K. & Emery, P. Palindromic rheumatism as part of the rheumatoid arthritis continuum. Nat. Rev. Rheumatol. 15, 687–695 (2019).
Pollard, L. C., Choy, E. H., Gonzalez, J., Khoshaba, B. & Scott, D. L. Fatigue in rheumatoid arthritis reflects pain, not disease activity. Rheumatology 45, 885–889 (2006).
Lee, Y. C. et al. Subgrouping of patients with rheumatoid arthritis based on pain, fatigue, inflammation, and psychosocial factors. Arthritis Rheumatol. 66, 2006–2014 (2014).
Albrecht, K. & Zink, A. Poor prognostic factors guiding treatment decisions in rheumatoid arthritis patients: a review of data from randomized clinical trials and cohort studies. Arthritis Res. Ther. 19, 68 (2017).
van der Helm-van Mil, A. H. M. & Huizinga, T. W. J. Advances in the genetics of rheumatoid arthritis point to subclassification into distinct disease subsets. Arthritis Res. Ther. 10, 205 (2008).
Aletaha, D., Alasti, F. & Smolen, J. S. Rheumatoid factor, not antibodies against citrullinated proteins, is associated with baseline disease activity in rheumatoid arthritis clinical trials. Arthritis Res. Ther. 17, 229 (2015).
Gonzalez, A. et al. Mortality trends in rheumatoid arthritis: the role of rheumatoid factor. J. Rheumatol. 35, 1009–1014 (2008).
van Gaalen, F. A. et al. Association between HLA class II genes and autoantibodies to cyclic citrullinated peptides (CCPs) influences the severity of rheumatoid arthritis. Arthritis Rheum. 50, 2113–2121 (2004).
Mouterde, G. et al. Association of anticyclic citrullinated peptide antibodies and/or rheumatoid factor status and clinical presentation in early arthritis: results from the ESPOIR cohort. J. Rheumatol. 41, 1614–1622 (2014).
Sokolove, J. et al. Rheumatoid factor as a potentiator of anti-citrullinated protein antibody-mediated inflammation in rheumatoid arthritis. Arthritis Rheumatol. 66, 813–821 (2014).
Isaacs, J. D. et al. Effect of baseline rheumatoid factor and anticitrullinated peptide antibody serotype on rituximab clinical response: a meta-analysis. Ann. Rheum. Dis. 72, 329–336 (2013).
Maneiro, R. J., Salgado, E., Carmona, L. & Gomez-Reino, J. J. Rheumatoid factor as predictor of response to abatacept, rituximab and tocilizumab in rheumatoid arthritis: systematic review and meta-analysis. Semin. Arthritis Rheum. 43, 9–17 (2013).
van Oosterhout, M. et al. Differences in synovial tissue infiltrates between anti-cyclic citrullinated peptide-positive rheumatoid arthritis and anti-cyclic citrullinated peptide-negative rheumatoid arthritis. Arthritis Rheum. 58, 53–60 (2007).
Gómez-Puerta, J. A. et al. Differences in synovial fluid cytokine levels but not in synovial tissue cell infiltrate between anti-citrullinated peptide/protein antibody-positive and -negative rheumatoid arthritis patients. Arthritis Res. Ther. 15, R182 (2013).
Viatte, S. et al. Genetic markers of rheumatoid arthritis susceptibility in anti-citrullinated peptide antibody negative patients. Ann. Rheum. Dis. 71, 1984–1990 (2012).
Huizinga, T. W. J. et al. Refining the complex rheumatoid arthritis phenotype based on specificity of the HLA-DRB1 shared epitope for antibodies to citrullinated proteins. Arthritis Rheum. 52, 3433–3438 (2005).
Han, B. et al. Fine mapping seronegative and seropositive rheumatoid arthritis to shared and distinct HLA alleles by adjusting for the effects of heterogeneity. Am. J. Hum. Genet. 94, 522–532 (2014).
Viatte, S. et al. Replication of associations of genetic loci outside the HLA region with susceptibility to anti-cyclic citrullinated peptide-negative rheumatoid arthritis. Arthritis Rheumatol. 68, 1603–1613 (2016).
Klareskog, L. et al. A new model for an etiology of rheumatoid arthritis: smoking may trigger HLA–DR (shared epitope)-restricted immune reactions to autoantigens modified by citrullination. Arthritis Rheum. 54, 38–46 (2005).
Verpoort, K. N. et al. Association of HLA-DR3 with anti-cyclic citrullinated peptide antibody-negative rheumatoid arthritis. Arthritis Rheum. 52, 3058–3062 (2005).
Irigoyen, P. et al. Regulation of anti-cyclic citrullinated peptide antibodies in rheumatoid arthritis: contrasting effects of HLA-DR3 and the shared epitope alleles. Arthritis Rheum. 52, 3813–3818 (2005).
FitzGerald, O., Haroon, M., Giles, J. T. & Winchester, R. Concepts of pathogenesis in psoriatic arthritis: genotype determines clinical phenotype. Arthritis Res. Ther. 17, 115 (2015).
FitzGerald, O. & Winchester, R. Psoriatic arthritis: from pathogenesis to therapy. Arthritis Res. Ther. 11, 214 (2009).
McGonagle, D., Aydin, S. Z., Gül, A., Mahr, A. & Direskeneli, H. ‘MHC-I-opathy’-unified concept for spondyloarthritis and Behçet disease. Nat. Rev. Rheumatol. 11, 731–740 (2015).
Menon, B. et al. Interleukin-17+CD8T cells are enriched in the joints of patients with psoriatic arthritis and correlate with disease activity and joint damage progression. Arthritis Rheumatol. 66, 1272–1281 (2014).
McGonagle, D., Watad, A. & Savic, S. Mechanistic immunological based classification of rheumatoid arthritis. Autoimmun. Rev. 17, 1115–1123 (2018).
Okada, Y. et al. Genetics of rheumatoid arthritis contributes to biology and drug discovery. Nature 506, 376–381 (2014).
Porcu, E. et al. Mendelian randomization integrating GWAS and eQTL data reveals genetic determinants of complex and clinical traits. Nat. Commun. 10, 3300 (2019).
Patsopoulos, N. A. et al. Multiple sclerosis genomic map implicates peripheral immune cells and microglia in susceptibility. Science 365, eaav7188 (2019).
Emery, P. et al. Comparison of methotrexate monotherapy with a combination of methotrexate and etanercept in active, early, moderate to severe rheumatoid arthritis (COMET): a randomised, double-blind, parallel treatment trial. Lancet 372, 375–382 (2008).
Emery, P. et al. Combination etanercept and methotrexate provides better disease control in very early (≤4 months) versus early rheumatoid arthritis (>4 months and <2 years): post hoc analyses from the COMET study. Ann. Rheum. Dis. 71, 989–992 (2012).
Nemtsova, M. V. et al. Epigenetic changes in the pathogenesis of rheumatoid arthritis. Front. Genet. 10, 570 (2019).
Ai, R. et al. DNA methylome signature in synoviocytes from patients with early rheumatoid arthritis compared to synoviocytes from patients with longstanding rheumatoid arthritis. Arthritis Rheumatol. 67, 1978–1980 (2015).
Nakano, K., Whitaker, J. W., Boyle, D. L., Wang, W. & Firestein, G. S. DNA methylome signature in rheumatoid arthritis. Ann. Rheum. Dis. 72, 110–117 (2013).
Nair, N. et al. Differential DNA methylation correlates with response to methotrexate in rheumatoid arthritis. Rheumatology 59, 1364–1371 (2019).
Trenkmann, M. et al. Epigenetically-driven anatomical diversity of synovial fibroblasts guides joint-specific fibroblast functions. Nat. Commun. 8, 14852 (2017).
Stanczyk, J. et al. Altered expression of microRNA-203 in rheumatoid arthritis synovial fibroblasts and its role in fibroblast activation. Int. J. Adv. Rheumatol. 63, 373–381 (2011).
Kurowska-Stolarska, M. et al. MicroRNA-155 as a proinflammatory regulator in clinical and experimental arthritis. Proc. Natl Acad. Sci. USA 108, 11193–11198 (2011).
Zhou, Q. et al. Decreased expression of miR-146a and miR-155 contributes to an abnormal Treg phenotype in patients with rheumatoid arthritis. Ann. Rheum. Dis. 74, 1265–1274 (2015).
Alivernini, S. et al. MicroRNA-155 influences B-cell function through PU.1 in rheumatoid arthritis. Nat. Commun. 7, 12970 (2016).
Zeilinger, S. et al. Tobacco smoking leads to extensive genome-wide changes in DNA methylation. PLoS One 8, e63812 (2013).
Lee, A. et al. Tumor necrosis factor α induces sustained signaling and a prolonged and unremitting inflammatory response in rheumatoid arthritis synovial fibroblasts. Arthritis Rheum. 65, 928–938 (2013).
Viatte, S., Plant, D. & Raychaudhuri, S. Genetics and epigenetics of rheumatoid arthritis. Nat. Rev. Rheumatol. 9, 141–153 (2013).
Neidhart, M. et al. Retrotransposable L1 elements expressed in rheumatoid arthritis synovial tissue. Arthritis Rheum. 43, 2634–2647 (2000).
Nakano, K., Boyle, D. L. & Firestein, G. S. Regulation of DNA methylation in rheumatoid arthritis synoviocytes. J. Immunol. 190, 1297–1303 (2013).
Liu, Y. et al. Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis. Nat. Biotechnol. 31, 142–147 (2013).
Ospelt, C., Gay, S. & Klein, K. Epigenetics in the pathogenesis of RA. Semin. Immunopathol. 39, 409–419 (2017).
Gondek, L. P. & DeZern, A. E. Assessing clonal haematopoiesis: clinical burdens and benefits of diagnosing myelodysplastic syndrome precursor states. Lancet Haematol. 7, e73–e81 (2019).
Jaiswal, S. et al. Age-related clonal hematopoiesis associated with adverse outcomes. N. Engl. J. Med. 371, 2488–2498 (2014).
Abdel-Wahab, O. & Levine, R. L. Mutations in epigenetic modifiers in the pathogenesis and therapy of acute myeloid leukemia. Blood 121, 3563–3572 (2013).
Gibson, C. J. & Steensma, D. P. New insights from studies of clonal hematopoiesis. Clin. Cancer Res. 24, 4633–4642 (2018).
Jaiswal, S. & Libby, P. Clonal haematopoiesis: connecting ageing and inflammation in cardiovascular disease. Nat. Rev. Cardiol. 17, 137–144 (2020).
Savola, P. et al. Clonal hematopoiesis in patients with rheumatoid arthritis. Blood Cancer J. 8, 69 (2018).
De Santis, M. et al. Mutations associated with clonal hematopoiesis of indeterminate potential are found in peripheral blood and synovial fluid macrophages from patients with rheumatoid and psoriatic arthritis [abstract]. Arthritis Rheumatol. 70 (Suppl. 10), 1983 (2018).
Savola, P. et al. Somatic STAT3 mutations in Felty syndrome: an implication for a common pathogenesis with large granular lymphocyte leukemia. Haematologica 103, 304–312 (2018).
Savola, P. et al. Somatic mutations in clonally expanded cytotoxic T lymphocytes in patients with newly diagnosed rheumatoid arthritis. Nat. Commun. 8, 15869 (2017).
Mekinian, A. et al. Inflammatory arthritis in patients with myelodysplastic syndromes: A multicenter retrospective study and literature review of 68 cases. Medicine 93, 1–10 (2018).
Beck, D. B. et al. Somatic mutations in UBA1 and severe adult-onset autoinflammatory disease. N. Engl. J. Med. https://doi.org/10.1056/NEJMoa2026834 (2020).
De Rooy, D. P. C. et al. Smoking as a risk factor for the radiological severity of rheumatoid arthritis: a study on six cohorts. Ann. Rheum. Dis. 73, 1384–1387 (2014).
Söderlin, M. K., Petersson, I. F. & Geborek, P. The effect of smoking on response and drug survival in rheumatoid arthritis patients treated with their first anti-TNF drug. Scand. J. Rheumatol. 41, 1–9 (2012).
Chang, K. et al. Smoking and rheumatoid arthritis. Int. J. Mol. Sci. 15, 22279–22295 (2014).
Facchinetti, F. et al. α,β-unsaturated aldehydes in cigarette smoke release inflammatory mediators from human macrophages. Am. J. Respir. Cell Mol. Biol. 37, 617–623 (2007).
Monick, M. M. et al. Identification of an autophagy defect in smokers’ alveolar macrophages. J. Immunol. 185, 5425–5435 (2010).
Meng, W. et al. DNA methylation mediates genotype and smoking interaction in the development of anti-citrullinated peptide antibody-positive rheumatoid arthritis. Arthritis Res. Ther. 19, 71 (2017).
Genovese, G. et al. Clonal hematopoiesis and blood-cancer risk inferred from blood DNA sequence. N. Engl. J. Med. 371, 2477–2487 (2014).
Strom, S. S., Gu, Y., Gruschkus, S. K., Pierce, S. A. & Estey, E. H. Risk factors of myelodysplastic syndromes: a case-control study. Leukemia 19, 1912–1918 (2015).
Bjork, J. et al. Smoking and myelodysplastic syndromes. Epidemiology 11, 285–291 (2000).
Bendayan, R., Cooper, R. & Muthuri, S. G. Lifetime cigarette smoking and chronic widespread and regional pain in later adulthood: evidence from the 1946 British birth cohort study. BMJ Open 8, e021896 (2018).
Shi, Y., Weingarten, T. N., Mantilla, C. B., Hooten, W. M. & Warner, D. O. Smoking and pain: pathophysiology and clinical implications. Anesthesiology 113, 977–992 (2010).
McInnes, I. B., Buckley, C. D. & Isaacs, J. D. Cytokines in rheumatoid arthritis-shaping the immunological landscape. Nat. Rev. Rheumatol. 12, 63–68 (2016).
Schett, G., Elewaut, D., McInnes, I. B., Dayer, J.-M. & Neurath, M. F. How cytokine networks fuel inflammation: toward a cytokine-based disease taxonomy. Nat. Med. 19, 822–824 (2013).
Bijlsma, J. W. J. et al. Early rheumatoid arthritis treated with tocilizumab, methotrexate, or their combination (U-Act-Early): a multicentre, randomised, double-blind, double-dummy, strategy trial. Lancet 388, 343–355 (2016).
Pratt, A. G. et al. A CD4 T cell gene signature for early rheumatoid arthritis implicates interleukin 6-mediated STAT3 signalling, particularly in anti-citrullinated peptide antibody-negative disease. Ann. Rheum. Dis. 71, 1374–1381 (2012).
Anderson, A. E. et al. IL-6-driven STAT signalling in circulating CD4+ lymphocytes is a marker for early anticitrullinated peptide antibody-negative rheumatoid arthritis. Ann. Rheum. Dis. 75, 466–473 (2016).
Weinblatt, M. E. et al. A randomized phase IIb study of mavrilimumab and golimumab in rheumatoid arthritis. Arthritis Rheumatol. 70, 49–59 (2018).
Edwards, J. C. W. et al. Efficacy of B-cell-targeted therapy with rituximab in patients with rheumatoid arthritis. N. Engl. J. Med. 350, 2572–2581 (2004).
Kremer, J. M. et al. Effects of abatacept in patients with methotrexate-resistant active rheumatoid arthritis: a randomized trial. Ann. Intern. Med. 144, 865–876 (2006).
Lubberts, E., Koenders, M. & van den Berg, W. B. The role of T cell interleukin-17 in conducting destructive arthritis: lessons from animal models. Arthritis Res. Ther. 7, 29–37 (2005).
Chabaud, M. et al. Human interleukin 17. A T cell–derived proinflammatory cytokine produced by the rheumatoid synovium. Arthritis Rheum. 42, 963–970 (1999).
Dayer, J.-M. The pivotal role of interleukin-1 in the clinical manifestations of rheumatoid arthritis. Rheumatology 42 (Suppl. 2), ii3–10 (2003).
Joosten, L. A. B. et al. IL-1αβ blockade prevents cartilage and bone destruction in murine type II collagen-induced arthritis, whereas TNF-α blockade only ameliorates joint inflammation. J. Immunol. 163, 5049–5055 (1999).
Blanco, F. J. et al. Secukinumab in active rheumatoid arthritis: a phase III randomized, double-blind, active comparator- and placebo-controlled study. Arthritis Rheumatol. 69, 1144–1153 (2017).
Buch, M. H. et al. Lack of response to anakinra in rheumatoid arthritis following failure of tumor necrosis factor alpha blockade. Arthritis Rheum. 50, 725–728 (2004).
Alzabin, S. et al. Incomplete response of inflammatory arthritis to TNF α blockade is associated with the Th17 pathway. Ann. Rheum. Dis. 71, 1741–1748 (2012).
Wiesenfeld-Hallin, Z. Sex differences in pain perception. Gend. Med. 2, 137–145 (2005).
Sluka, K. A. & Clauw, D. J. Neurobiology of fibromyalgia and chronic widespread pain. Neuroscience 338, 114–129 (2016).
Saevarsdottir, S. et al. Predictors of response to methotrexate in early DMARD naive rheumatoid arthritis: results from the initial open-label phase of the SWEFOT trial. Ann. Rheum. Dis. 70, 469–475 (2011).
Catrina, A. I., Svensson, C. I., Malmström, V., Schett, G. & Klareskog, L. Mechanisms leading from systemic autoimmunity to joint-specific disease in rheumatoid arthritis. Nat. Rev. Rheumatol. 13, 79–86 (2017).
Bersellini Farinotti, A. et al. Cartilage-binding antibodies induce pain through immune complex-mediated activation of neurons. J. Exp. Med. 216, 1904–1924 (2019).
Christianson, C. A. et al. Characterization of the acute and persistent pain state present in K/BxN serum transfer arthritis. Pain 151, 394–403 (2010).
Kalcheva, I., Yu, N., Park, J., Kaang, B. & Michael, P. Dorsal root ganglia: potential roles in acute inflammatory pain. Pain 155, 1150–1160 (2014).
Cook, A. D. et al. TNF and granulocyte macrophage-colony stimulating factor interdependence mediates inflammation via CCL17. JCI Insight 3, e99249 (2018).
Burmester, G. R. et al. A randomised phase IIb study of mavrilimumab, a novel GM–CSF receptor alpha monoclonal antibody, in the treatment of rheumatoid arthritis. Ann. Rheum. Dis. 76, 1020–1030 (2017).
McGonagle, D., Tan, A. L., Døhn, U. M., Østergaard, M. & Benjamin, M. Microanatomic studies to define predictive factors for the topography of periarticular erosion formation in inflammatory arthritis. Arthritis Rheum. 60, 1042–1051 (2009).
McGonagle, D., Lories, R. J. U., Tan, A. L. & Benjamin, M. The concept of a “synovio-entheseal complex” and its implications for understanding joint inflammation and damage in psoriatic arthritis and beyond. Arthritis Rheum. 56, 2482–2491 (2007).
Freemont, A. J. et al. Nerve ingrowth into diseased intervertebral disc in chronic back pain. Lancet 350, 178–181 (1997).
Hess, A., Axmann, R., Rech, J. & Finzel, S. Blockade of TNF-α rapidly inhibits pain responses in the central nervous system. Proc. Natl Acad. Sci. USA 108, 3731–3736 (2011).
Rech, J. et al. Association of brain functional magnetic resonance activity with response to tumor necrosis factor inhibition in rheumatoid arthritis. Arthritis Rheum. 65, 325–333 (2013).
Schrepf, A. et al. A multi-modal MRI study of the central response to inflammation in rheumatoid arthritis. Nat. Commun. 9, 2243 (2018).
Taylor, P. C. et al. Achieving pain control in rheumatoid arthritis with baricitinib or adalimumab plus methotrexate: results from the RA-BEAM trial. J. Clin. Med. 8, 831 (2019).
Taylor, P. C. et al. Baricitinib versus placebo or adalimumab in rheumatoid arthritis. N. Engl. J. Med. 376, 652–662 (2017).
Fleischmann, R. et al. Upadacitinib versus placebo or adalimumab in patients with rheumatoid arthritis and an inadequate response to methotrexate: results of a phase III, double-blind, randomized controlled trial. Arthritis Rheumatol. 71, 1788–1800 (2019).
Buckley, C. D. Why does chronic inflammation persist: an unexpected role for fibroblasts. Immunol. Lett. 138, 12–14 (2011).
Yoshitomi, H. Regulation of immune responses and chronic inflammation by fibroblast-like synoviocytes. Front. Immunol. 10, 1395 (2019).
Bartok, B. & Firestein, G. S. Fibroblast-like synoviocytes: key effector cells in rheumatoid arthritis. Immunol. Rev. 233, 233–255 (2010).
McGettrick, H. M., Butler, L. M., Buckley, C. D., Rainger, G. E. & Nash, G. B. Tissue stroma as a regulator of leukocyte recruitment in inflammation. J. Leukoc. Biol. 91, 385–400 (2012).
Ospelt, C. & Gay, S. The role of resident synovial cells in destructive arthritis. Best Pract. Res. Clin. Rheumatol. 22, 239–252 (2008).
Humby, F. et al. Synovial cellular and molecular signatures stratify clinical response to csDMARD therapy and predict radiographic progression in early rheumatoid arthritis patients. Ann. Rheum. Dis. 78, 761–772 (2019).
Lliso-Ribera, G. et al. Synovial tissue signatures enhance clinical classification and prognostic/treatment response algorithms in early inflammatory arthritis and predict requirement for subsequent biological therapy: results from the pathobiology of early arthritis cohort (PEAC). Ann. Rheum. Dis. 78, 1642–1652 (2019).
BioMed Central. ISRCTN Registry http://www.isrctn.com/ISRCTN36667085 (2020).
Lefèvre, S. et al. Synovial fibroblasts spread rheumatoid arthritis to unaffected joints. Nat. Med. 15, 1414–1420 (2009).
Orange, D. E. et al. RNA identification of PRIME cells predicting rheumatoid arthritis flares. N. Engl. J. Med. 383, 218–228 (2020).
Churchman, S. M. et al. Transient existence of circulating mesenchymal stem cells in the deep veins in humans following long bone intramedullary reaming. J. Clin. Med. 9, 968 (2020).
Wernig, G. et al. Unifying mechanism for different fibrotic diseases. Proc. Natl Acad. Sci. USA 114, 4757–4762 (2020).
Mizoguchi, F. et al. Functionally distinct disease-associated fibroblast subsets in rheumatoid arthritis. Nat. Commun. 9, 789 (2018).
Croft, A. P. et al. Distinct fibroblast subsets drive inflammation and damage in arthritis. Nature 570, 246–251 (2019).
McInnes, I. B. & Schett, G. Pathogenetic insights from the treatment of rheumatoid arthritis. Lancet 389, 2328–2337 (2017).
Alten, R. et al. Baseline autoantibodies preferentially impact abatacept efficacy in patients with rheumatoid arthritis who are biologic naïve: 6-month results froma real-world, international, prospective study. RMD Open 3, e000345 (2017).
Petsch, C. et al. Prevalence of monosodium urate deposits in a population of rheumatoid arthritis patients with hyperuricemia. Semin. Arthritis Rheum. 45, 663–668 (2016).
Savic, S. et al. Autoimmune-autoinflammatory rheumatoid arthritis overlaps: a rare but potentially important subgroup of diseases. RMD Open 3, e000550 (2017).
Harrison, S. R. et al. Anakinra as a diagnostic challenge and treatment option for systemic autoinflammatory disorders of undefined etiology. JCI Insight 1, e86336 (2016).
Gabay, C. et al. Open-label, multicentre, dose-escalating phase II clinical trial on the safety and efficacy of tadekinig alfa (IL-18BP) in adult-onset Still’s disease. Ann. Rheum. Dis. 77, 840–847 (2018).
de Jesus, A. A. et al. Distinct interferon signatures and cytokine patterns define additional systemic autoinflammatory diseases. J. Clin. Invest. 130, 1669–1682 (2020).
Reinhardt, R. L. et al. A novel model for IFN-γ-mediated autoinflammatory syndromes. J. Immunol. 194, 2358–2368 (2015).
Aletaha, D. et al. Efficacy and safety of sirukumab in patients with active rheumatoid arthritis refractory to anti-TNF therapy (SIRROUND-T): a randomised, double-blind, placebo-controlled, parallel-group, multinational, phase 3 study. Lancet 389, 1206–1217 (2017).
Humby, F. et al. Ectopic lymphoid structures support ongoing production of class-switched autoantibodies in rheumatoid synovium. PLoS Med. 6, e1 (2009).
Genovese, M. C. et al. Safety and efficacy of upadacitinib in patients with active rheumatoid arthritis refractory to biologic disease-modifying anti-rheumatic drugs (SELECT-BEYOND): a double-blind, randomised controlled phase 3 trial. Lancet 391, 2513–2524 (2018).
Genovese, M. C. et al. Baricitinib in patients with refractory rheumatoid arthritis. N. Engl. J. Med. 374, 1243–1252 (2016).
Genovese, M. C. et al. Response to baricitinib based on prior biologic use in patients with refractory rheumatoid arthritis. Rheumatology 57, 900–908 (2018).
Hu, Q. et al. Tofacitinib in refractory adult-onset Still’s disease: 14 cases from a single centre in China. Ann. Rheum. Dis. 79, 842–844 (2020).
Genovese, M. C. et al. Combination therapy with etanercept and anakinra in the treatment of patients with rheumatoid arthritis who have been treated unsuccessfully with methotrexate. Arthritis Rheum. 50, 1412–1419 (2004).
Genovese, M. C. et al. ABT-122, a bispecific dual variable domain immunoglobulin targeting tumor necrosis factor and interleukin-17A, in patients with rheumatoid arthritis with an inadequate response to methotrexate: a randomized, double-blind study. Arthritis Rheumatol. 70, 1710–1720 (2018).
Glatt, S. et al. Efficacy and safety of bimekizumab as add-on therapy for rheumatoid arthritis in patients with inadequate response to certolizumab pegol: a proof-of-concept study. Ann. Rheum. Dis. 78, 1033–1040 (2019).
Bingham, S. J. et al. Autologous stem cell transplantation for rheumatoid arthritis — interim report of 6 patients. J. Rheumatol. Suppl. 64, 21–24 (2001).
Greco, R. et al. Allogeneic HSCT for autoimmune diseases: a retrospective study from the EBMT ADWP, IEWP, and PDWP working parties. Front. Immunol. 10, 1570 (2019).
Álvaro-Gracia, J. M. et al. Intravenous administration of expanded allogeneic adipose-derived mesenchymal stem cells in refractory rheumatoid arthritis (Cx611): results of a multicentre, dose escalation, randomised, singleblind, placebo-controlled phase Ib/IIa clinical trial. Ann. Rheum. Dis. 76, 196–202 (2017).
Zhang, F. et al. Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry. Nat. Immunol. 20, 928–942 (2019).
Rao, D. A. et al. Pathologically expanded peripheral T helper cell subset drives B cells in rheumatoid arthritis. Nature 542, 110–114 (2017).
Author information
Authors and Affiliations
Contributions
M.H.B. and D.M. researched data for the article. All authors provided substantial contributions to discussions of content, wrote the article and reviewed or edited the manuscript before submission.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Disclaimer
The views expressed in this article are those of the author(s) and not necessarily those of the National Institute of Health Research or the Department of Health and Social Care.
Peer review information
Nature Reviews Rheumatology thanks T. Takeuchi, J. Kremer and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Review criteria
A search for original articles was performed in PubMed. The search terms used were “refractory” and “rheumatoid arthritis” in combination. We also searched the reference lists of identified articles for further relevant papers.
Rights and permissions
About this article
Cite this article
Buch, M.H., Eyre, S. & McGonagle, D. Persistent inflammatory and non-inflammatory mechanisms in refractory rheumatoid arthritis. Nat Rev Rheumatol 17, 17–33 (2021). https://doi.org/10.1038/s41584-020-00541-7
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41584-020-00541-7
This article is cited by
-
Drug survival and change of disease activity using a second janus kinase inhibitor in patients with difficult-to-treat rheumatoid arthritis who failed to a janus kinase inhibitor and subsequent biologics
Advances in Rheumatology (2024)
-
Monocyte-derived transcriptomes explain the ineffectiveness of abatacept in rheumatoid arthritis
Arthritis Research & Therapy (2024)
-
Exploring the mechanism of Celastrol in the treatment of rheumatoid arthritis based on systems pharmacology and multi-omics
Scientific Reports (2024)
-
Integrative network fusion-based multi-omics study for biomarker identification and patient classification of rheumatoid arthritis
Chinese Medicine (2023)
-
Rheumatoid arthritis: the old issue, the new therapeutic approach
Stem Cell Research & Therapy (2023)