Abstract
Given the increasing number of available treatments for rheumatoid arthritis (RA) with varying efficacy and safety profiles, it is critical to understand the level of trade-offs that patients are willing to make between benefits and risks. Adult patients with moderate to severe RA were invited to participate in a discrete choice experiment that solicited their preferences for hypothetical RA treatments. Each participant was presented with 14 choice cards asking about their preference between two hypothetical RA treatments with varying levels of efficacy, adverse events, and process-related attributes. A multivariable logistic regression model assessed the association between the attributes and the patient’s decision and risk-increases were calculated. 510 eligible patients with moderate to severe RA completed the study. The average age of the participants was 56.4 years, 64.7% were female, and 45.1% received biologic agents. To achieve a 50% improvement in physical function, patients were willing to accept risk-increases of 91.1, 4.7, and 18.4% for abnormal laboratory results, cancer, and serious infection, respectively. Similarly, to achieve a 50% reduction in RA-related pain, patients were willing to accept risk-increases of 70.6, 3.7, and 14.2% for each AE. Moreover, patients were willing to trade risk-increases of 42.0, 2.2, and 8.5% for each AE to obtain a 50% reduction in the number of swollen joints. Patients with moderate to severe RA are willing to accept increased treatment risks to achieve improved physical function and disease control. These attributes are helpful to clinicians to make informed treatment choices.
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Helmick CG, Felson DT, Lawrence RC, Gabriel S, Hirsch R, Kwoh CK, Liang MH, Kremers HM, Mayes MD, Merkel PA, Pillemer SR, Reveille JD, Stone JH, National Arthritis Data W (2008) Estimates of the prevalence of arthritis and other rheumatic conditions in the United States. Part I. Arthritis Rheum 58(1):15–25. doi:10.1002/art.23177
Venables PJW (2016) Diagnosis and differential diagnosis of rheumatoid arthritis. UpToDate. Accessed July 14 2016
Singh JA, Saag KG, Bridges SL, Akl EA, Bannuru RR, Sullivan MC, Vaysbrot E, McNaughton C, Osani M, Shmerling RH (2016) 2015 American College of Rheumatology guideline for the treatment of rheumatoid arthritis. Arthritis Rheumatol 68(1):1–26
van Vollenhoven RF, Cifaldi MA, Ray S, Chen N, Weisman MH (2010) Improvement in work place and household productivity for patients with early rheumatoid arthritis treated with adalimumab plus methotrexate: work outcomes and their correlations with clinical and radiographic measures from a randomized controlled trial companion study. Arthritis Care Res (Hoboken) 62(2):226–234. doi:10.1002/acr.20072
Taylor PC, Feldmann M (2009) Anti-TNF biologic agents: still the therapy of choice for rheumatoid arthritis. Nat Rev Rheumatol 5(10):578–582. doi:10.1038/nrrheum.2009.181
Betts KA, Griffith J, Ganguli A, Li N, Douglas K, Wu EQ (2016) Economic burden and treatment patterns of cycling between conventional synthetic disease-modifying antirheumatic drugs among biologic-treated patients with rheumatoid arthritis. Clin Ther 38(5):1205–1216. doi:10.1016/j.clinthera.2016.03.013
Colombel JF, Sandborn WJ, Panaccione R, Robinson AM, Lau W, Li J, Cardoso AT (2009) Adalimumab safety in global clinical trials of patients with Crohn’s disease. Inflamm Bowel Dis 15(9):1308–1319. doi:10.1002/ibd.20956
Dommasch ED, Abuabara K, Shin DB, Nguyen J, Troxel AB, Gelfand JM (2011) The risk of infection and malignancy with tumor necrosis factor antagonists in adults with psoriatic disease: a systematic review and meta-analysis of randomized controlled trials. J Am Acad Dermatol 64(6):1035–1050. doi:10.1016/j.jaad.2010.09.734
Schiff MH, Burmester GR, Kent JD, Pangan AL, Kupper H, Fitzpatrick SB, Donovan C (2006) Safety analyses of adalimumab (HUMIRA) in global clinical trials and US postmarketing surveillance of patients with rheumatoid arthritis. Ann Rheum Dis 65(7):889–894. doi:10.1136/ard.2005.043166
Zhou ZY, Griffith J, Du EX, Chin D, Betts KA, Ganguli A (2016) Economic burden of switching to a non-tumor necrosis factor inhibitor versus a tumor necrosis factor inhibitor biologic therapy among patients with rheumatoid arthritis. Adv Ther 33(5):807–823. doi:10.1007/s12325-016-0318-5
HUMIRA (adalimumab) injection, for subcutaneous use. (2014) Food and Drug Administration. Accessed 19 Sept 2016
CIMZIA (certolizumab pegol) for injection, for subcutaneous use (2013) Food and Drug Administration. Accessed 19 Sep 2016
SIMPONI (golimumab) injection, for subcutaneous use (2014) Food and Drug Administration. Accessed 19 Sep 2016
SIMPONI ARIA (golimumab) injection, for intravenous use (2014) Food and Drug Administration. Accessed 19 Sep 2016
ENBREL (etanercept) solution for subcutaneous use (2015) Food and Drug Administration. Accessed 19 Sep 2016
REMICADE (infliximab) lyophilized concentrate for injection, for intravenous use (2015) Food and Drug Administration. Accessed 19 Sep 2016
ACTEMRA (tocilizumab) injection, for intravenous use (2015) Food and Drug Administration. Accessed 19 Sep 2016
RITUXAN (rituximab) injection, for intravenous use (2015) Food and Drug Administration. Accessed 19 Sep 2016
Augustovski F, Beratarrechea A, Irazola V, Rubinstein F, Tesolin P, Gonzalez J, Lencina V, Scolnik M, Waimann C, Navarta D, Citera G, Soriano ER (2013) Patient preferences for biologic agents in rheumatoid arthritis: a discrete-choice experiment. Value Health 16(2):385–393. doi:10.1016/j.jval.2012.11.007
Harrold LR GJ, Bao Y, Grant S, Kremer JM, Reed G, Florentinus S, Karki C, Lacerda AP, Ganguli A (2014) Time to biologic therapy driven by rheumatoid arthritis disease activity and severity. In: Annual European congress of rheumatology, Paris
Suarez-Almazor ME, Conner-Spady B, Kendall CJ, Russell AS, Skeith K (2001) Lack of congruence in the ratings of patients’ health status by patients and their physicians. Med Decis Mak 21(2):113–121
Ryan M (2004) Discrete choice experiments in health care. BMJ 328(7436):360–361. doi:10.1136/bmj.328.7436.360
Ryan M, Gerard K, Amaya-Amaya M (2008) Using discrete choice experiments to value health and health care. The Economics of Non-Market Goods and Resources vol 11. Springer, Netherlands. doi:10.1007/978-1-4020-5753-3
van de Putte LB, Atkins C, Malaise M, Sany J, Russell AS, van Riel PL, Settas L, Bijlsma JW, Todesco S, Dougados M, Nash P, Emery P, Walter N, Kaul M, Fischkoff S, Kupper H (2004) Efficacy and safety of adalimumab as monotherapy in patients with rheumatoid arthritis for whom previous disease modifying antirheumatic drug treatment has failed. Ann Rheum Dis 63(5):508–516. doi:10.1136/ard.2003.013052
Fleischmann R, Vencovsky J, van Vollenhoven RF, Borenstein D, Box J, Coteur G, Goel N, Brezinschek HP, Innes A, Strand V (2009) Efficacy and safety of certolizumab pegol monotherapy every 4 weeks in patients with rheumatoid arthritis failing previous disease-modifying antirheumatic therapy: the FAST4WARD study. Ann Rheum Dis 68(6):805–811. doi:10.1136/ard.2008.099291
Klareskog L, van der Heijde D, de Jager JP, Gough A, Kalden J, Malaise M, Martin Mola E, Pavelka K, Sany J, Settas L, Wajdula J, Pedersen R, Fatenejad S, Sanda M, Investigators Ts (2004) Therapeutic effect of the combination of etanercept and methotrexate compared with each treatment alone in patients with rheumatoid arthritis: double-blind randomised controlled trial. Lancet 363(9410):675–681. doi:10.1016/S0140-6736(04)15640-7
Emery P, Fleischmann RM, Moreland LW, Hsia EC, Strusberg I, Durez P, Nash P, Amante EJ, Churchill M, Park W, Pons-Estel BA, Doyle MK, Visvanathan S, Xu W, Rahman MU (2009) Golimumab, a human anti-tumor necrosis factor alpha monoclonal antibody, injected subcutaneously every four weeks in methotrexate-naive patients with active rheumatoid arthritis: twenty-four-week results of a phase III, multicenter, randomized, double-blind, placebo-controlled study of golimumab before methotrexate as first-line therapy for early-onset rheumatoid arthritis. Arthritis Rheum 60(8):2272–2283. doi:10.1002/art.24638
St Clair EW, van der Heijde DM, Smolen JS, Maini RN, Bathon JM, Emery P, Keystone E, Schiff M, Kalden JR, Wang B, Dewoody K, Weiss R, Baker D, Active-Controlled Study of Patients Receiving Infliximab for the Treatment of Rheumatoid Arthritis of Early Onset Study G (2004) Combination of infliximab and methotrexate therapy for early rheumatoid arthritis: a randomized, controlled trial. Arthritis Rheum 50(11):3432–3443. doi:10.1002/art.20568
Kremer JM, Genant HK, Moreland LW, Russell AS, Emery P, Abud-Mendoza C, Szechinski J, Li T, Ge Z, Becker JC, Westhovens R (2006) Effects of abatacept in patients with methotrexate-resistant active rheumatoid arthritis: a randomized trial. Ann Intern Med 144(12):865–876
Fleischmann RM, Schechtman J, Bennett R, Handel ML, Burmester GR, Tesser J, Modafferi D, Poulakos J, Sun G (2003) Anakinra, a recombinant human interleukin-1 receptor antagonist (r-metHuIL-1ra), in patients with rheumatoid arthritis: a large, international, multicenter, placebo-controlled trial. Arthritis Rheum 48(4):927–934. doi:10.1002/art.10870
Cohen S, Hurd E, Cush J, Schiff M, Weinblatt ME, Moreland LW, Kremer J, Bear MB, Rich WJ, McCabe D (2002) Treatment of rheumatoid arthritis with anakinra, a recombinant human interleukin-1 receptor antagonist, in combination with methotrexate: results of a twenty-four-week, multicenter, randomized, double-blind, placebo-controlled trial. Arthritis Rheum 46(3):614–624. doi:10.1002/art.10141
Burmester GR, Rubbert-Roth A, Cantagrel A, Hall S, Leszczynski P, Feldman D, Rangaraj MJ, Roane G, Ludivico C, Lu P, Rowell L, Bao M, Mysler EF (2014) A randomised, double-blind, parallel-group study of the safety and efficacy of subcutaneous tocilizumab versus intravenous tocilizumab in combination with traditional disease-modifying antirheumatic drugs in patients with moderate to severe rheumatoid arthritis (SUMMACTA study). Ann Rheum Dis 73(1):69–74. doi:10.1136/annrheumdis-2013-203523
Fleischmann R, Kremer J, Cush J, Schulze-Koops H, Connell CA, Bradley JD, Gruben D, Wallenstein GV, Zwillich SH, Kanik KS, Investigators OS (2012) Placebo-controlled trial of tofacitinib monotherapy in rheumatoid arthritis. N Engl J Med 367(6):495–507. doi:10.1056/NEJMoa1109071
Smolen JS, Kay J, Doyle MK, Landewe R, Matteson EL, Wollenhaupt J, Gaylis N, Murphy FT, Neal JS, Zhou Y, Visvanathan S, Hsia EC, Rahman MU, Investigators G-As (2009) Golimumab in patients with active rheumatoid arthritis after treatment with tumour necrosis factor alpha inhibitors (GO-AFTER study): a multicentre, randomised, double-blind, placebo-controlled, phase III trial. Lancet 374(9685):210–221. doi:10.1016/S0140-6736(09)60506-7
Cohen SB, Emery P, Greenwald MW, Dougados M, Furie RA, Genovese MC, Keystone EC, Loveless JE, Burmester GR, Cravets MW, Hessey EW, Shaw T, Totoritis MC, Group RT (2006) Rituximab for rheumatoid arthritis refractory to anti-tumor necrosis factor therapy: results of a multicenter, randomized, double-blind, placebo-controlled, phase III trial evaluating primary efficacy and safety at twenty-four weeks. Arthritis Rheum 54(9):2793–2806. doi:10.1002/art.22025
Moreland LW, Schiff MH, Baumgartner SW, Tindall EA, Fleischmann RM, Bulpitt KJ, Weaver AL, Keystone EC, Furst DE, Mease PJ, Ruderman EM, Horwitz DA, Arkfeld DG, Garrison L, Burge DJ, Blosch CM, Lange ML, McDonnell ND, Weinblatt ME (1999) Etanercept therapy in rheumatoid arthritis. A randomized, controlled trial. Ann Intern Med 130(6):478–486
Reed Johnson F, Lancsar E, Marshall D, Kilambi V, Muhlbacher A, Regier DA, Bresnahan BW, Kanninen B, Bridges JF (2013) Constructing experimental designs for discrete-choice experiments: report of the ISPOR Conjoint Analysis Experimental Design Good Research Practices Task Force. Value Health 16(1):3–13. doi:10.1016/j.jval.2012.08.2223
Orne B (2010) Getting started with conjoint analysis: strategies for product design and pricing research, 2nd edn. Research Publishers, Madison
Bridges JF, Hauber AB, Marshall D, Lloyd A, Prosser LA, Regier DA, Johnson FR, Mauskopf J (2011) Conjoint analysis applications in health—a checklist: a report of the ISPOR Good Research Practices for Conjoint Analysis Task Force. Value Health 14(4):403–413. doi:10.1016/j.jval.2010.11.013
Lancsar E, Louviere J (2006) Deleting ‘irrational’ responses from discrete choice experiments: a case of investigating or imposing preferences? Health Econ 15(8):797–811. doi:10.1002/hec.1104
Bolge SC, Goren A, Brown D, Ginsberg S, Allen I (2016) Openness to and preference for attributes of biologic therapy prior to initiation among patients with rheumatoid arthritis: patient and rheumatologist perspectives and implications for decision making. Patient Prefer Adherence 10:1079–1090. doi:10.2147/PPA.S107790
Burnett HF, Regier DA, Feldman BM, Miller FA, Ungar WJ (2012) Parents’ preferences for drug treatments in juvenile idiopathic arthritis: a discrete choice experiment. Arthritis Care Res (Hoboken) 64(9):1382–1391. doi:10.1002/acr.21698
Harrison M, Marra C, Shojania K, Bansback N (2015) Societal preferences for rheumatoid arthritis treatments: evidence from a discrete choice experiment. Rheumatol (Oxf) 54(10):1816–1825. doi:10.1093/rheumatology/kev113
Hauber AB, Arden NK, Mohamed AF, Johnson FR, Peloso PM, Watson DJ, Mavros P, Gammaitoni A, Sen SS, Taylor SD (2013) A discrete-choice experiment of United Kingdom patients’ willingness to risk adverse events for improved function and pain control in osteoarthritis. Osteoarthritis Cartilage 21(2):289–297. doi:10.1016/j.joca.2012.11.007
Hazlewood SG, Bombardier C, Tomlinson G, Thorne C, Bykerk PV, Thompson A, Tin D, Marshall AD (2016) Treatment preferences of patients with early rheumatoid arthritis: a discrete-choice experiment. Rheumatol (Oxf) 55(11):1959–1968
Louder AM, Singh A, Saverno K, Cappelleri JC, Aten AJ, Koenig AS, Pasquale MK (2016) Patient preferences regarding rheumatoid arthritis therapies: a conjoint analysis. Am Health Drug Benefits 9(2):84–93
Nolla JM, Rodriguez M, Martin-Mola E, Raya E, Ibero I, Nocea G, Aragon B, Lizan L, Prades M (2016) Patients’ and rheumatologists’ preferences for the attributes of biological agents used in the treatment of rheumatic diseases in Spain. Patient Prefer Adherence 10:1101–1113. doi:10.2147/PPA.S106311
Seston EM, Ashcroft DM, Griffiths CE (2007) Balancing the benefits and risks of drug treatment: a stated-preference, discrete choice experiment with patients with psoriasis. Arch Dermatol 143(9):1175–1179. doi:10.1001/archderm.143.9.1175
van Tuyl LH, Sadlonova M, Davis B, Flurey C, Goel N, Hewlett SE, Hill CL, Hoogland W, Kirwan JR, van Schaardenburg D (2016) Remission in rheumatoid arthritis: working toward incorporation of the patient perspective at OMERACT 12. J Rheumatol 43(1):203–207
Studenic P, Radner H, Smolen JS, Aletaha D (2012) Discrepancies between patients and physicians in their perceptions of rheumatoid arthritis disease activity. Arthritis Rheum 64(9):2814–2823
Acknowledgements
The authors would like to thank Cheryl Q. Xiang and Giuliana Zaccardelli from Analysis Group for significant contribution towards medical writing and analytical support. Financial support for these services was provided by AbbVie.
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Dr. M. Elaine Husni has served as a consultant to AbbVie and on advisory boards for AbbVie, Bristol-Meyers Squibb, Genentech, Novartis, Pfizer, and Janssen. Keith A. Betts and Yan Song have served as consultants to AbbVie. Jenny Griffith and Arijit Ganguli are employees of AbbVie and may own company stock.
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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Informed consent was obtained from all individual participants included in the study.
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Design, conduct, and financial support for the study were provided by AbbVie. AbbVie participated in the interpretation of data, review, and approval of the abstract. All authors contributed to the development of the publication and maintained control over the final content.
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Husni, M.E., Betts, K.A., Griffith, J. et al. Benefit-risk trade-offs for treatment decisions in moderate-to-severe rheumatoid arthritis: focus on the patient perspective. Rheumatol Int 37, 1423–1434 (2017). https://doi.org/10.1007/s00296-017-3760-z
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DOI: https://doi.org/10.1007/s00296-017-3760-z