Skip to main content
Top
Published in: BMC Musculoskeletal Disorders 1/2013

Open Access 01-12-2013 | Research article

Baseline factors predicting change from the initial DMARD treatment during the first 2 years of rheumatoid arthritis: experience in the ERAN inception cohort

Authors: Daniel F McWilliams, Patrick D W Kiely, Adam Young, David A Walsh

Published in: BMC Musculoskeletal Disorders | Issue 1/2013

Login to get access

Abstract

Background

Outcomes in early Rheumatoid Arthritis (RA) may be improved by rapidly establishing a stable and effective disease modifying anti-rheumatic drug (DMARD) treatment regimen. We aimed to investigate whether baseline factors and initial treatment strategies are associated with changes to the first DMARD treatment, due to either Lack of Efficacy (LoE) or Adverse Drug Reaction (ADR) within 2 years of presentation.

Methods

Reasons for changes from initial DMARD therapy within 2 years of baseline, and associated factors, were examined using logistic regression in data from the Early RA Network (ERAN) inception cohort.

Results

Data were available for 766 participants. 410 (54%) changed their initial DMARD regime within 2 years, including 230 (56%) due to Lack of Efficacy (LoE) and 139 (34%) due to Adverse Drug Reaction (ADR). The first DMARD was recorded as methotrexate monotherapy in 336 (44%), sulphasalazine monotherapy in 273 (36%), or combined methotrexate/sulphasalazine/hydroxychlorquine in 52 (7%).
Baseline predictors of changing DMARD (for all reasons) were HAQ-disability (aOR 1.44, 95% CI 1.12 – 1.86), poor mental health (aOR 1.44, 95% CI 1.16 – 1.78) and extra-articular disease (aOR 1.78, 95% CI 1.00 – 3.16). In this model, the triple combination therapy also predicted lower likelihood of DMARD change (aOR 0.30, 95% CI 0.12 – 0.79).
Subgroup analyses showed that MTX monotherapy was associated with lower risk of change due to ADR. Combination therapy conferred lower risk of change due to LoE. Poor mental health was associated with change due to ADR, and extra-articular disease, HAQ-disability at baseline, and younger age predicted LoE.

Conclusions

Our findings suggest that non-pharmacological interventions to improve disability and mental health, may reduce initial DMARD treatment failure.
Appendix
Available only for authorised users
Literature
1.
go back to reference Pincus T, Marcum SB, Callahan LF: Longterm drug therapy for rheumatoid arthritis in seven rheumatology private practices: II. Second line drugs and prednisone. J Rheumatol. 1992, 19 (12): 1885-1894.PubMed Pincus T, Marcum SB, Callahan LF: Longterm drug therapy for rheumatoid arthritis in seven rheumatology private practices: II. Second line drugs and prednisone. J Rheumatol. 1992, 19 (12): 1885-1894.PubMed
2.
go back to reference Wolfe F: The epidemiology of drug treatment failure in rheumatoid arthritis. Baillieres Clin Rheumatol. 1995, 9 (4): 619-632. 10.1016/S0950-3579(05)80305-X.CrossRefPubMed Wolfe F: The epidemiology of drug treatment failure in rheumatoid arthritis. Baillieres Clin Rheumatol. 1995, 9 (4): 619-632. 10.1016/S0950-3579(05)80305-X.CrossRefPubMed
3.
go back to reference Schipper LG, Fransen J, den Broeder AA, Van Riel PL: Time to achieve remission determines time to be in remission. Arthritis Res Ther. 2010, 12 (3): R97-10.1186/ar3027.CrossRefPubMedPubMedCentral Schipper LG, Fransen J, den Broeder AA, Van Riel PL: Time to achieve remission determines time to be in remission. Arthritis Res Ther. 2010, 12 (3): R97-10.1186/ar3027.CrossRefPubMedPubMedCentral
4.
go back to reference Montag K, Gingold M, Boers A, Littlejohn G: Disease-modifying anti-rheumatic drug usage, prescribing patterns and disease activity in rheumatoid arthritis patients in community-based practice. Intern Med J. 2011, 41 (6): 450-455. 10.1111/j.1445-5994.2010.02240.x.CrossRefPubMed Montag K, Gingold M, Boers A, Littlejohn G: Disease-modifying anti-rheumatic drug usage, prescribing patterns and disease activity in rheumatoid arthritis patients in community-based practice. Intern Med J. 2011, 41 (6): 450-455. 10.1111/j.1445-5994.2010.02240.x.CrossRefPubMed
5.
go back to reference Kiely P, Williams R, Walsh D, Young A: Contemporary patterns of care and disease activity outcome in early rheumatoid arthritis: the ERAN cohort. Rheumatology (Oxford). 2009, 48 (1): 57-60.CrossRef Kiely P, Williams R, Walsh D, Young A: Contemporary patterns of care and disease activity outcome in early rheumatoid arthritis: the ERAN cohort. Rheumatology (Oxford). 2009, 48 (1): 57-60.CrossRef
6.
go back to reference Rachapalli SM, Williams R, Walsh DA, Young A, Kiely PD, Choy EH: First-line DMARD choice in early rheumatoid arthritis--do prognostic factors play a role?. Rheumatology (Oxford). 2010, 49 (7): 1267-1271. 10.1093/rheumatology/kep389.CrossRef Rachapalli SM, Williams R, Walsh DA, Young A, Kiely PD, Choy EH: First-line DMARD choice in early rheumatoid arthritis--do prognostic factors play a role?. Rheumatology (Oxford). 2010, 49 (7): 1267-1271. 10.1093/rheumatology/kep389.CrossRef
7.
go back to reference Grove ML, Hassell AB, Hay EM, Shadforth MF: Adverse reactions to disease-modifying anti-rheumatic drugs in clinical practice. QJM. 2001, 94 (6): 309-319. 10.1093/qjmed/94.6.309.CrossRefPubMed Grove ML, Hassell AB, Hay EM, Shadforth MF: Adverse reactions to disease-modifying anti-rheumatic drugs in clinical practice. QJM. 2001, 94 (6): 309-319. 10.1093/qjmed/94.6.309.CrossRefPubMed
8.
go back to reference Wolfe F, Hawley DJ, Cathey MA: Termination of slow acting antirheumatic therapy in rheumatoid arthritis: a 14-year prospective evaluation of 1017 consecutive starts. J Rheumatol. 1990, 17 (8): 994-1002.PubMed Wolfe F, Hawley DJ, Cathey MA: Termination of slow acting antirheumatic therapy in rheumatoid arthritis: a 14-year prospective evaluation of 1017 consecutive starts. J Rheumatol. 1990, 17 (8): 994-1002.PubMed
9.
go back to reference Wolfe F, Cathey MA: Analysis of methotrexate treatment effect in a longitudinal observational study: utility of cluster analysis. J Rheumatol. 1991, 18 (5): 672-677.PubMed Wolfe F, Cathey MA: Analysis of methotrexate treatment effect in a longitudinal observational study: utility of cluster analysis. J Rheumatol. 1991, 18 (5): 672-677.PubMed
10.
go back to reference Sany J, Anaya JM, Lussiez V, Couret M, Combe B, Daures JP: Treatment of rheumatoid arthritis with methotrexate: a prospective open longterm study of 191 cases. J Rheumatol. 1991, 18 (9): 1323-1327.PubMed Sany J, Anaya JM, Lussiez V, Couret M, Combe B, Daures JP: Treatment of rheumatoid arthritis with methotrexate: a prospective open longterm study of 191 cases. J Rheumatol. 1991, 18 (9): 1323-1327.PubMed
11.
go back to reference Listing J, Alten R, Brauer D, Eggens U, Gromnica-Ihle E, Hagemann D, Hauer R, Milleck D, Reuter U, Schlittgen R: Importance of psychological well being and disease activity in termination of an initial DMARD therapy. J Rheumatol. 1997, 24 (11): 2097-2105.PubMed Listing J, Alten R, Brauer D, Eggens U, Gromnica-Ihle E, Hagemann D, Hauer R, Milleck D, Reuter U, Schlittgen R: Importance of psychological well being and disease activity in termination of an initial DMARD therapy. J Rheumatol. 1997, 24 (11): 2097-2105.PubMed
12.
go back to reference Maradit-Kremers H, Nicola PJ, Crowson CS, O’Fallon WM, Gabriel SE: Patient, disease, and therapy-related factors that influence discontinuation of disease-modifying antirheumatic drugs: a population-based incidence cohort of patients with rheumatoid arthritis. J Rheumatol. 2006, 33 (2): 248-255.PubMed Maradit-Kremers H, Nicola PJ, Crowson CS, O’Fallon WM, Gabriel SE: Patient, disease, and therapy-related factors that influence discontinuation of disease-modifying antirheumatic drugs: a population-based incidence cohort of patients with rheumatoid arthritis. J Rheumatol. 2006, 33 (2): 248-255.PubMed
13.
go back to reference Papadopoulos NG, Alamanos Y, Papadopoulos IA, Tsifetaki N, Voulgari PV, Drosos AA: Disease modifying antirheumatic drugs in early rheumatoid arthritis: a longterm observational study. J Rheumatol. 2002, 29 (2): 261-266.PubMed Papadopoulos NG, Alamanos Y, Papadopoulos IA, Tsifetaki N, Voulgari PV, Drosos AA: Disease modifying antirheumatic drugs in early rheumatoid arthritis: a longterm observational study. J Rheumatol. 2002, 29 (2): 261-266.PubMed
14.
go back to reference Wong M, Mulherin D: The influence of medication beliefs and other psychosocial factors on early discontinuation of disease-modifying anti-rheumatic drugs. Musculoskeletal care. 2007, 5 (3): 148-159. 10.1002/msc.107.CrossRefPubMed Wong M, Mulherin D: The influence of medication beliefs and other psychosocial factors on early discontinuation of disease-modifying anti-rheumatic drugs. Musculoskeletal care. 2007, 5 (3): 148-159. 10.1002/msc.107.CrossRefPubMed
15.
go back to reference Young A, Dixey J, Williams P, Prouse P, Cox N, Kiely P, Williams R, Walsh D: An evaluation of the strengths and weaknesses of a register of newly diagnosed rheumatoid arthritis, 1986–2010. Rheumatology (Oxford). 2010, 50 (1): 176-183.CrossRef Young A, Dixey J, Williams P, Prouse P, Cox N, Kiely P, Williams R, Walsh D: An evaluation of the strengths and weaknesses of a register of newly diagnosed rheumatoid arthritis, 1986–2010. Rheumatology (Oxford). 2010, 50 (1): 176-183.CrossRef
16.
go back to reference Young A, Koduri G: Extra-articular manifestations and complications of rheumatoid arthritis. Best Pract Res . 2007, 21 (5): 907-927. 10.1016/j.berh.2007.05.007.CrossRef Young A, Koduri G: Extra-articular manifestations and complications of rheumatoid arthritis. Best Pract Res . 2007, 21 (5): 907-927. 10.1016/j.berh.2007.05.007.CrossRef
17.
go back to reference Young A, Koduri G, Batley M, Kulinskaya E, Gough A, Norton S, Dixey J: Mortality in rheumatoid arthritis. Increased in the early course of disease, in ischaemic heart disease and in pulmonary fibrosis. Rheumatology (Oxford). 2007, 46 (2): 350-357.CrossRef Young A, Koduri G, Batley M, Kulinskaya E, Gough A, Norton S, Dixey J: Mortality in rheumatoid arthritis. Increased in the early course of disease, in ischaemic heart disease and in pulmonary fibrosis. Rheumatology (Oxford). 2007, 46 (2): 350-357.CrossRef
18.
go back to reference Ware JE, Snow KK, Kosinski M: SF-36 health survey: manual and interpretation guide. 2000, Lincoln, RI, USA: QualityMetric Inc, 2 Ware JE, Snow KK, Kosinski M: SF-36 health survey: manual and interpretation guide. 2000, Lincoln, RI, USA: QualityMetric Inc, 2
19.
go back to reference Fries JF, Spitz P, Kraines RG, Holman HR: Measurement of patient outcome in arthritis. Arthritis Rheum. 1980, 23 (2): 137-145. 10.1002/art.1780230202.CrossRefPubMed Fries JF, Spitz P, Kraines RG, Holman HR: Measurement of patient outcome in arthritis. Arthritis Rheum. 1980, 23 (2): 137-145. 10.1002/art.1780230202.CrossRefPubMed
21.
go back to reference McWilliams DF, Zhang W, Mansell JS, Kiely PD, Young A, Walsh DA: Predictors of change in bodily pain in early rheumatoid arthritis: an inception cohort study. Arthritis Care Res . 2012, 64 (10): 1505-1513. 10.1002/acr.21723.CrossRef McWilliams DF, Zhang W, Mansell JS, Kiely PD, Young A, Walsh DA: Predictors of change in bodily pain in early rheumatoid arthritis: an inception cohort study. Arthritis Care Res . 2012, 64 (10): 1505-1513. 10.1002/acr.21723.CrossRef
22.
go back to reference Arnett FC, Edworthy SM, Bloch DA, McShane DJ, Fries JF, Cooper NS, Healey LA, Kaplan SR, Liang MH, Luthra HS: The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum. 1988, 31 (3): 315-324. 10.1002/art.1780310302.CrossRefPubMed Arnett FC, Edworthy SM, Bloch DA, McShane DJ, Fries JF, Cooper NS, Healey LA, Kaplan SR, Liang MH, Luthra HS: The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum. 1988, 31 (3): 315-324. 10.1002/art.1780310302.CrossRefPubMed
23.
go back to reference van Riel PL, Schumacher HR: How does one assess early rheumatoid arthritis in daily clinical practice?. Best Pract Res . 2001, 15 (1): 67-76.CrossRef van Riel PL, Schumacher HR: How does one assess early rheumatoid arthritis in daily clinical practice?. Best Pract Res . 2001, 15 (1): 67-76.CrossRef
25.
go back to reference Kremers HM, Nicola P, Crowson CS, O’Fallon WM, Gabriel SE: Therapeutic strategies in rheumatoid arthritis over a 40-year period. J Rheumatol. 2004, 31 (12): 2366-2373.PubMed Kremers HM, Nicola P, Crowson CS, O’Fallon WM, Gabriel SE: Therapeutic strategies in rheumatoid arthritis over a 40-year period. J Rheumatol. 2004, 31 (12): 2366-2373.PubMed
26.
go back to reference Innala L, Moller B, Ljung L, Magnusson S, Smedby T, Sodergren A, Ohman ML, Rantapaa-Dahlqvist S, Wallberg-Jonsson S: Cardiovascular events in early RA are a result of inflammatory burden and traditional risk factors: a five year prospective study. Arthritis Res Ther. 2011, 13 (4): R131-10.1186/ar3442.CrossRefPubMedPubMedCentral Innala L, Moller B, Ljung L, Magnusson S, Smedby T, Sodergren A, Ohman ML, Rantapaa-Dahlqvist S, Wallberg-Jonsson S: Cardiovascular events in early RA are a result of inflammatory burden and traditional risk factors: a five year prospective study. Arthritis Res Ther. 2011, 13 (4): R131-10.1186/ar3442.CrossRefPubMedPubMedCentral
27.
go back to reference Wolfe F, Hauser W, Hassett AL, Katz RS, Walitt BT: The development of fibromyalgia - I: examination of rates and predictors in patients with rheumatoid arthritis (RA). Pain. 2011, 152 (2): 291-299. 10.1016/j.pain.2010.09.027.CrossRefPubMed Wolfe F, Hauser W, Hassett AL, Katz RS, Walitt BT: The development of fibromyalgia - I: examination of rates and predictors in patients with rheumatoid arthritis (RA). Pain. 2011, 152 (2): 291-299. 10.1016/j.pain.2010.09.027.CrossRefPubMed
29.
go back to reference Galindo-Rodriguez G, Avina-Zubieta JA, Russell AS, Suarez-Almazor ME: Disappointing longterm results with disease modifying antirheumatic drugs. A practice based study. J Rheumatol. 1999, 26 (11): 2337-2343.PubMed Galindo-Rodriguez G, Avina-Zubieta JA, Russell AS, Suarez-Almazor ME: Disappointing longterm results with disease modifying antirheumatic drugs. A practice based study. J Rheumatol. 1999, 26 (11): 2337-2343.PubMed
Metadata
Title
Baseline factors predicting change from the initial DMARD treatment during the first 2 years of rheumatoid arthritis: experience in the ERAN inception cohort
Authors
Daniel F McWilliams
Patrick D W Kiely
Adam Young
David A Walsh
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Musculoskeletal Disorders / Issue 1/2013
Electronic ISSN: 1471-2474
DOI
https://doi.org/10.1186/1471-2474-14-153

Other articles of this Issue 1/2013

BMC Musculoskeletal Disorders 1/2013 Go to the issue