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Published in: Arthritis Research & Therapy 5/2005

Open Access 01-09-2005 | Research article

DAS28 best reflects the physician's clinical judgment of response to infliximab therapy in rheumatoid arthritis patients: validation of the DAS28 score in patients under infliximab treatment

Authors: Bert Vander Cruyssen, Stijn Van Looy, Bart Wyns, Rene Westhovens, Patrick Durez, Filip Van den Bosch, Eric M Veys, Herman Mielants, Luc De Clerck, Anne Peretz, Michel Malaise, Leon Verbruggen, Nathan Vastesaeger, Anja Geldhof, Luc Boullart, Filip De Keyser

Published in: Arthritis Research & Therapy | Issue 5/2005

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Abstract

This study is based on an expanded access program in which 511 patients suffering from active refractory rheumatoid arthritis (RA) were treated with intravenous infusions of infliximab (3 mg/kg+methotrexate (MTX)) at weeks 0, 2, 6 and every 8 weeks thereafter. At week 22, 474 patients were still in follow-up, of whom 102 (21.5%), who were not optimally responding to treatment, received a dose increase from week 30 onward. We aimed to build a model to discriminate the decision to give a dose increase. This decision was based on the treating rheumatologist's clinical judgment and therefore can be considered as a clinical measure of insufficient response. Different single and composite measures at weeks 0, 6, 14 and 22, and their differences over time were taken into account for the model building. Ranking of the continuous variables based on areas under the curve of receiver-operating characteristic (ROC) curve analysis, displayed the momentary DAS28 (Disease Activity Score including a 28-joint count) as the most important discriminating variable. Subsequently, we proved that the response scores and the changes over time were less important than the momentary evaluations to discriminate the physician's decision. The final model we thus obtained was a model with only slightly better discriminative characteristics than the DAS28. Finally, we fitted a discriminant function using the single variables of the DAS28. This displayed similar scores and coefficients as the DAS28. In conclusion, we evaluated different variables and models to discriminate the treating rheumatologist's decision to increase the dose of infliximab (+MTX), which indicates an insufficient response to infliximab at 3 mg/kg in patients with RA. We proved that the momentary DAS28 score correlates best with this decision and demonstrated the robustness of the score and the coefficients of the DAS28 in a cohort of RA patients under infliximab therapy.
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Literature
1.
go back to reference Lipsky PE, van der Heijde DM, St Clair EW, Furst DE, Breedveld FC, Kalden JR, Smolen JS, Weisman M, Emery P, Feldmann M, et al: Infliximab and methotrexate in the treatment of rheumatoid arthritis. Anti-Tumor Necrosis Factor Trial in Rheumatoid Arthritis with Concomitant Therapy Study Group. N Engl J Med. 2000, 343: 1594-1602. 10.1056/NEJM200011303432202.CrossRefPubMed Lipsky PE, van der Heijde DM, St Clair EW, Furst DE, Breedveld FC, Kalden JR, Smolen JS, Weisman M, Emery P, Feldmann M, et al: Infliximab and methotrexate in the treatment of rheumatoid arthritis. Anti-Tumor Necrosis Factor Trial in Rheumatoid Arthritis with Concomitant Therapy Study Group. N Engl J Med. 2000, 343: 1594-1602. 10.1056/NEJM200011303432202.CrossRefPubMed
2.
go back to reference Maini R, St Clair EW, Breedveld F, Furst D, Kalden J, Weisman M, Smolen J, Emery P, Harriman G, Feldmann M, Lipsky P: Infliximab (chimeric anti-tumour necrosis factor alpha monoclonal antibody) versus placebo in rheumatoid arthritis patients receiving concomitant methotrexate: a randomised phase III trial. ATTRACT Study Group. Lancet. 1999, 354: 1932-1939. 10.1016/S0140-6736(99)05246-0.CrossRefPubMed Maini R, St Clair EW, Breedveld F, Furst D, Kalden J, Weisman M, Smolen J, Emery P, Harriman G, Feldmann M, Lipsky P: Infliximab (chimeric anti-tumour necrosis factor alpha monoclonal antibody) versus placebo in rheumatoid arthritis patients receiving concomitant methotrexate: a randomised phase III trial. ATTRACT Study Group. Lancet. 1999, 354: 1932-1939. 10.1016/S0140-6736(99)05246-0.CrossRefPubMed
3.
go back to reference St Clair EW, Wagner CL, Fasanmade AA, Wang B, Schaible T, Kavanaugh A, Keystone EC: The relationship of serum infliximab concentrations to clinical improvement in rheumatoid arthritis: results from ATTRACT, a multicenter, randomized, double-blind, placebo-controlled trial. Arthritis Rheum. 2002, 46: 1451-1459. 10.1002/art.10302.CrossRefPubMed St Clair EW, Wagner CL, Fasanmade AA, Wang B, Schaible T, Kavanaugh A, Keystone EC: The relationship of serum infliximab concentrations to clinical improvement in rheumatoid arthritis: results from ATTRACT, a multicenter, randomized, double-blind, placebo-controlled trial. Arthritis Rheum. 2002, 46: 1451-1459. 10.1002/art.10302.CrossRefPubMed
4.
go back to reference Durez P, Van den Bosch F, Corluy L, Veys EM, De Clerck L, Peretz A, Malaise M, Devogelaer JP, Vastesaeger N, Geldhof A, Westhovens R: A dose adjustment in patients with rheumatoid arthritis not optimally responding to a standard dose of infliximab of 3 mg/kg every 8 weeks can be effective: a Belgian prospective study. Rheumatology (Oxford). 2005, 44: 465-468.CrossRef Durez P, Van den Bosch F, Corluy L, Veys EM, De Clerck L, Peretz A, Malaise M, Devogelaer JP, Vastesaeger N, Geldhof A, Westhovens R: A dose adjustment in patients with rheumatoid arthritis not optimally responding to a standard dose of infliximab of 3 mg/kg every 8 weeks can be effective: a Belgian prospective study. Rheumatology (Oxford). 2005, 44: 465-468.CrossRef
5.
go back to reference Arnett FC, Edworthy SM, Bloch DA, McShane DJ, Fries JF, Cooper NS, Healey LA, Kaplan SR, Liang MH, Luthra HS, et al: The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum. 1988, 31: 315-324.CrossRefPubMed Arnett FC, Edworthy SM, Bloch DA, McShane DJ, Fries JF, Cooper NS, Healey LA, Kaplan SR, Liang MH, Luthra HS, et al: The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum. 1988, 31: 315-324.CrossRefPubMed
6.
go back to reference Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992, 30: 473-483.CrossRefPubMed Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992, 30: 473-483.CrossRefPubMed
7.
go back to reference Prevoo ML, van 't Hof MA, Kuper HH, van Leeuwen MA, van de Putte LB, van Riel PL: Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum. 1995, 38: 44-48.CrossRefPubMed Prevoo ML, van 't Hof MA, Kuper HH, van Leeuwen MA, van de Putte LB, van Riel PL: Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum. 1995, 38: 44-48.CrossRefPubMed
8.
go back to reference Smolen JS, Breedveld FC, Schiff MH, Kalden JR, Emery P, Eberl G, van Riel PL, Tugwell P: A simplified disease activity index for rheumatoid arthritis for use in clinical practice. Rheumatology (Oxford). 2003, 42: 244-257.CrossRef Smolen JS, Breedveld FC, Schiff MH, Kalden JR, Emery P, Eberl G, van Riel PL, Tugwell P: A simplified disease activity index for rheumatoid arthritis for use in clinical practice. Rheumatology (Oxford). 2003, 42: 244-257.CrossRef
9.
go back to reference Aletaha D, Nell VPK, Stamm R, Uffmann M, Pflugbeil S, Machold K, Smolen S: Acute phase reactants add little to composite disease activity indices for rheumatoid arthritis: validation of a clinical activitiy score. Arthritis Res Ther. 2005, 7: R796-R806. 10.1186/ar1740.PubMedCentralCrossRefPubMed Aletaha D, Nell VPK, Stamm R, Uffmann M, Pflugbeil S, Machold K, Smolen S: Acute phase reactants add little to composite disease activity indices for rheumatoid arthritis: validation of a clinical activitiy score. Arthritis Res Ther. 2005, 7: R796-R806. 10.1186/ar1740.PubMedCentralCrossRefPubMed
10.
go back to reference Wolfe F: Comparative usefulness of C-reactive protein and erythrocyte sedimentation rate in patients with rheumatoid arthritis. J Rheumatol. 1997, 24: 1477-1485.PubMed Wolfe F: Comparative usefulness of C-reactive protein and erythrocyte sedimentation rate in patients with rheumatoid arthritis. J Rheumatol. 1997, 24: 1477-1485.PubMed
12.
go back to reference van Riel PL, van Gestel AM, van de Putte LB: Development and validation of response criteria in rheumatoid arthritis: steps towards an international consensus on prognostic markers. Br J Rheumatol. 1996, 35 (Suppl 2): 4-7.CrossRefPubMed van Riel PL, van Gestel AM, van de Putte LB: Development and validation of response criteria in rheumatoid arthritis: steps towards an international consensus on prognostic markers. Br J Rheumatol. 1996, 35 (Suppl 2): 4-7.CrossRefPubMed
13.
go back to reference Felson DT, Anderson JJ, Boers M, Bombardier C, Chernoff M, Fried B, Furst D, Goldsmith C, Kieszak S, Lightfoot R, et al: The American College of Rheumatology preliminary core set of disease activity measures for rheumatoid arthritis clinical trials. The Committee on Outcome Measures in Rheumatoid Arthritis Clinical Trials. Arthritis Rheum. 1993, 36: 729-740.CrossRefPubMed Felson DT, Anderson JJ, Boers M, Bombardier C, Chernoff M, Fried B, Furst D, Goldsmith C, Kieszak S, Lightfoot R, et al: The American College of Rheumatology preliminary core set of disease activity measures for rheumatoid arthritis clinical trials. The Committee on Outcome Measures in Rheumatoid Arthritis Clinical Trials. Arthritis Rheum. 1993, 36: 729-740.CrossRefPubMed
15.
go back to reference Hanley JA, McNeil BJ: A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology. 1983, 148: 839-843.CrossRefPubMed Hanley JA, McNeil BJ: A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology. 1983, 148: 839-843.CrossRefPubMed
16.
go back to reference Zweig MH, Campbell G: Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin Chem. 1993, 39: 561-577.PubMed Zweig MH, Campbell G: Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin Chem. 1993, 39: 561-577.PubMed
17.
go back to reference Pepe MS, Longton G, Anderson GL, Schummer M: Selecting differentially expressed genes from microarray experiments. Biometrics. 2003, 59: 133-142. 10.1111/1541-0420.00016.CrossRefPubMed Pepe MS, Longton G, Anderson GL, Schummer M: Selecting differentially expressed genes from microarray experiments. Biometrics. 2003, 59: 133-142. 10.1111/1541-0420.00016.CrossRefPubMed
18.
go back to reference Hosmer DW, Lemeshow S: Chapter 4. Applied Logistic Regression. 2000, New York: John Wiley & Sons, 2CrossRef Hosmer DW, Lemeshow S: Chapter 4. Applied Logistic Regression. 2000, New York: John Wiley & Sons, 2CrossRef
19.
go back to reference van der Heijde DM, van 't Hof MA, van Riel PL, Theunisse LA, Lubberts EW, van Leeuwen MA, van Rijswijk MH, van de Putte LB: Judging disease activity in clinical practice in rheumatoid arthritis: first step in the development of a disease activity score. Ann Rheum Dis. 1990, 49: 916-920.PubMedCentralCrossRefPubMed van der Heijde DM, van 't Hof MA, van Riel PL, Theunisse LA, Lubberts EW, van Leeuwen MA, van Rijswijk MH, van de Putte LB: Judging disease activity in clinical practice in rheumatoid arthritis: first step in the development of a disease activity score. Ann Rheum Dis. 1990, 49: 916-920.PubMedCentralCrossRefPubMed
20.
go back to reference van der Heijde DM, van 't Hof M, van Riel PL, van de Putte LB: Development of a disease activity score based on judgment in clinical practice by rheumatologists. J Rheumatol. 1993, 20: 579-581.PubMed van der Heijde DM, van 't Hof M, van Riel PL, van de Putte LB: Development of a disease activity score based on judgment in clinical practice by rheumatologists. J Rheumatol. 1993, 20: 579-581.PubMed
21.
go back to reference Salaffi F, Peroni M, Ferraccioli GF: Discriminating ability of composite indices for measuring disease activity in rheumatoid arthritis: a comparison of the Chronic Arthritis Systemic Index, Disease Activity Score and Thompson's articular index. Rheumatology (Oxford). 2000, 39: 90-96.CrossRef Salaffi F, Peroni M, Ferraccioli GF: Discriminating ability of composite indices for measuring disease activity in rheumatoid arthritis: a comparison of the Chronic Arthritis Systemic Index, Disease Activity Score and Thompson's articular index. Rheumatology (Oxford). 2000, 39: 90-96.CrossRef
22.
go back to reference Grigor C, Capell H, Stirling A, McMahon AD, Lock P, Vallance R, Kincaid W, Porter D: Effect of a treatment strategy of tight control for rheumatoid arthritis (the TICORA study): a single-blind randomised controlled trial. Lancet. 2004, 364: 263-239. 10.1016/S0140-6736(04)16676-2.CrossRefPubMed Grigor C, Capell H, Stirling A, McMahon AD, Lock P, Vallance R, Kincaid W, Porter D: Effect of a treatment strategy of tight control for rheumatoid arthritis (the TICORA study): a single-blind randomised controlled trial. Lancet. 2004, 364: 263-239. 10.1016/S0140-6736(04)16676-2.CrossRefPubMed
23.
go back to reference Fuchs HA: The use of the disease activity score in the analysis of clinical trials in rheumatoid arthritis. J Rheumatol. 1993, 20: 1863-1866.PubMed Fuchs HA: The use of the disease activity score in the analysis of clinical trials in rheumatoid arthritis. J Rheumatol. 1993, 20: 1863-1866.PubMed
24.
go back to reference Fransen J, van Riel PL: Are better endpoints and better design of clinical trials needed?. Best Pract Res Clin Rheumatol. 2004, 18: 97-109. 10.1016/j.berh.2003.09.011.CrossRefPubMed Fransen J, van Riel PL: Are better endpoints and better design of clinical trials needed?. Best Pract Res Clin Rheumatol. 2004, 18: 97-109. 10.1016/j.berh.2003.09.011.CrossRefPubMed
25.
go back to reference Gossec L, Dougados M, Goupille P, Cantagrel A, Sibilia J, Meyer O, Sany J, Daures JP, Combe B: Prognostic factors for remission in early rheumatoid arthritis: a multiparameter prospective study. Ann Rheum Dis. 2004, 63: 675-680. 10.1136/ard.2003.010611.PubMedCentralCrossRefPubMed Gossec L, Dougados M, Goupille P, Cantagrel A, Sibilia J, Meyer O, Sany J, Daures JP, Combe B: Prognostic factors for remission in early rheumatoid arthritis: a multiparameter prospective study. Ann Rheum Dis. 2004, 63: 675-680. 10.1136/ard.2003.010611.PubMedCentralCrossRefPubMed
26.
go back to reference Welsing PM, Landewe RB, van Riel PL, Boers M, van Gestel AM, van der Linden S, Swinkels HL, van der Heijde DM: The relationship between disease activity and radiologic progression in patients with rheumatoid arthritis: a longitudinal analysis. Arthritis Rheum. 2004, 50: 2082-2093. 10.1002/art.20350.CrossRefPubMed Welsing PM, Landewe RB, van Riel PL, Boers M, van Gestel AM, van der Linden S, Swinkels HL, van der Heijde DM: The relationship between disease activity and radiologic progression in patients with rheumatoid arthritis: a longitudinal analysis. Arthritis Rheum. 2004, 50: 2082-2093. 10.1002/art.20350.CrossRefPubMed
27.
go back to reference Fransen J, Stucki G, van Riel P: The merits of monitoring: should we follow all our rheumatoid arthritis patients in daily practice?. Rheumatology (Oxford). 2002, 41: 601-604.CrossRef Fransen J, Stucki G, van Riel P: The merits of monitoring: should we follow all our rheumatoid arthritis patients in daily practice?. Rheumatology (Oxford). 2002, 41: 601-604.CrossRef
28.
go back to reference Wolfe F, Cush JJ, O'Dell JR, Kavanaugh A, Kremer JM, Lane NE, Moreland LW, Paulus HE, Pincus T, Russell AS, Wilskie KR: Consensus recommendations for the assessment and treatment of rheumatoid arthritis. J Rheumatol. 2001, 28: 1423-1430.PubMed Wolfe F, Cush JJ, O'Dell JR, Kavanaugh A, Kremer JM, Lane NE, Moreland LW, Paulus HE, Pincus T, Russell AS, Wilskie KR: Consensus recommendations for the assessment and treatment of rheumatoid arthritis. J Rheumatol. 2001, 28: 1423-1430.PubMed
29.
go back to reference van Riel PL, Schumacher HR: How does one assess early rheumatoid arthritis in daily clinical practice?. Best Pract Res Clin Rheumatol. 2001, 15: 67-76. 10.1053/berh.2000.0126.CrossRefPubMed van Riel PL, Schumacher HR: How does one assess early rheumatoid arthritis in daily clinical practice?. Best Pract Res Clin Rheumatol. 2001, 15: 67-76. 10.1053/berh.2000.0126.CrossRefPubMed
31.
go back to reference Den Broeder AA, Creemers MC, van Gestel AM, van Riel PL: Dose titration using the Disease Activity Score (DAS28) in rheumatoid arthritis patients treated with anti-TNF-alpha. Rheumatology (Oxford). 2002, 41: 638-642.CrossRef Den Broeder AA, Creemers MC, van Gestel AM, van Riel PL: Dose titration using the Disease Activity Score (DAS28) in rheumatoid arthritis patients treated with anti-TNF-alpha. Rheumatology (Oxford). 2002, 41: 638-642.CrossRef
Metadata
Title
DAS28 best reflects the physician's clinical judgment of response to infliximab therapy in rheumatoid arthritis patients: validation of the DAS28 score in patients under infliximab treatment
Authors
Bert Vander Cruyssen
Stijn Van Looy
Bart Wyns
Rene Westhovens
Patrick Durez
Filip Van den Bosch
Eric M Veys
Herman Mielants
Luc De Clerck
Anne Peretz
Michel Malaise
Leon Verbruggen
Nathan Vastesaeger
Anja Geldhof
Luc Boullart
Filip De Keyser
Publication date
01-09-2005
Publisher
BioMed Central
Published in
Arthritis Research & Therapy / Issue 5/2005
Electronic ISSN: 1478-6362
DOI
https://doi.org/10.1186/ar1787

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