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Archer R, Hock E, Hamilton J, Stevens J, Essat M, Poku E, Clowes M, Pandor A, Stevenson M. Assessing prognosis and prediction of treatment response in early rheumatoid arthritis: systematic reviews. Health Technol Assess 2019; 22:1-294. [PMID: 30501821 DOI: 10.3310/hta22660] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA) is a chronic, debilitating disease associated with reduced quality of life and substantial costs. It is unclear which tests and assessment tools allow the best assessment of prognosis in people with early RA and whether or not variables predict the response of patients to different drug treatments. OBJECTIVE To systematically review evidence on the use of selected tests and assessment tools in patients with early RA (1) in the evaluation of a prognosis (review 1) and (2) as predictive markers of treatment response (review 2). DATA SOURCES Electronic databases (e.g. MEDLINE, EMBASE, The Cochrane Library, Web of Science Conference Proceedings; searched to September 2016), registers, key websites, hand-searching of reference lists of included studies and key systematic reviews and contact with experts. STUDY SELECTION Review 1 - primary studies on the development, external validation and impact of clinical prediction models for selected outcomes in adult early RA patients. Review 2 - primary studies on the interaction between selected baseline covariates and treatment (conventional and biological disease-modifying antirheumatic drugs) on salient outcomes in adult early RA patients. RESULTS Review 1 - 22 model development studies and one combined model development/external validation study reporting 39 clinical prediction models were included. Five external validation studies evaluating eight clinical prediction models for radiographic joint damage were also included. c-statistics from internal validation ranged from 0.63 to 0.87 for radiographic progression (different definitions, six studies) and 0.78 to 0.82 for the Health Assessment Questionnaire (HAQ). Predictive performance in external validations varied considerably. Three models [(1) Active controlled Study of Patients receiving Infliximab for the treatment of Rheumatoid arthritis of Early onset (ASPIRE) C-reactive protein (ASPIRE CRP), (2) ASPIRE erythrocyte sedimentation rate (ASPIRE ESR) and (3) Behandelings Strategie (BeSt)] were externally validated using the same outcome definition in more than one population. Results of the random-effects meta-analysis suggested substantial uncertainty in the expected predictive performance of models in a new sample of patients. Review 2 - 12 studies were identified. Covariates examined included anti-citrullinated protein/peptide anti-body (ACPA) status, smoking status, erosions, rheumatoid factor status, C-reactive protein level, erythrocyte sedimentation rate, swollen joint count (SJC), body mass index and vascularity of synovium on power Doppler ultrasound (PDUS). Outcomes examined included erosions/radiographic progression, disease activity, physical function and Disease Activity Score-28 remission. There was statistical evidence to suggest that ACPA status, SJC and PDUS status at baseline may be treatment effect modifiers, but not necessarily that they are prognostic of response for all treatments. Most of the results were subject to considerable uncertainty and were not statistically significant. LIMITATIONS The meta-analysis in review 1 was limited by the availability of only a small number of external validation studies. Studies rarely investigated the interaction between predictors and treatment. SUGGESTED RESEARCH PRIORITIES Collaborative research (including the use of individual participant data) is needed to further develop and externally validate the clinical prediction models. The clinical prediction models should be validated with respect to individual treatments. Future assessments of treatment by covariate interactions should follow good statistical practice. CONCLUSIONS Review 1 - uncertainty remains over the optimal prediction model(s) for use in clinical practice. Review 2 - in general, there was insufficient evidence that the effect of treatment depended on baseline characteristics. STUDY REGISTRATION This study is registered as PROSPERO CRD42016042402. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- Rachel Archer
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Emma Hock
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Jean Hamilton
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - John Stevens
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Munira Essat
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Edith Poku
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Mark Clowes
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Abdullah Pandor
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Matt Stevenson
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
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Mary J, De Bandt M, Lukas C, Morel J, Combe B. Triple Oral Therapy Versus Antitumor Necrosis Factor Plus Methotrexate (MTX) in Patients with Rheumatoid Arthritis and Inadequate Response to MTX: A Systematic Literature Review. J Rheumatol 2017; 44:773-779. [PMID: 28412710 DOI: 10.3899/jrheum.160643] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2017] [Indexed: 01/30/2023]
Abstract
OBJECTIVE For patients with rheumatoid arthritis (RA) who have an inadequate response to methotrexate (MTX), the relative effectiveness of the combination of conventional disease-modifying antirheumatic drugs (DMARD) compared with the combination of tumor necrosis factor (TNF) inhibitors and MTX, as second-line therapy, is uncertain. The aim of this study was to compare the efficacy and tolerance of triple oral DMARD therapy versus anti-TNF agents associated with MTX in patients with RA after MTX failure. METHODS We performed a systematic search of the literature up to November 2015 in MEDLINE, Embase, the Cochrane library, and abstracts from the American College of Rheumatology (ACR) and the European League Against Rheumatism (EULAR) meetings from 2006 to 2015. Articles were included if they were of randomized controlled trials of patients receiving triple oral combination therapy (TT; MTX + sulfasalazine + hydroxychloroquine) compared with anti-TNF agents plus MTX. Treatment effects were examined by disease activity [Disease Activity Score in 28 joints (DAS28)], ACR and EULAR response criteria, structural damage by the modified total Sharp score, and functional disability by the Health Assessment Questionnaire (HAQ). RESULTS Our search identified 263 articles; only 5 fulfilled the selection criteria. Analysis of ACR and EULAR response criteria, DAS28, and modified Sharp scores favored anti-TNF agents combined with MTX. Functional disability (HAQ) and rates of adverse events did not differ between treatments. CONCLUSION In patients with RA in whom MTX has failed, the addition of a TNF antagonist to MTX may be a valid option, with better clinical outcomes and better radiographic results in the presence of poor prognostic factors. In the absence of poor prognostic factors and/or with contraindications to biologic agents, TT retains its place in the therapeutic strategy for RA in a currently restricted economic context.
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Affiliation(s)
- Julia Mary
- From the Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), Fort-de-France, Martinique, French West Indies; Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535, Montpellier, France. .,B. Combe has received honoraria from BMS, Lilly, Merck, Pfizer, Roche-Chugai, and UCB. J. Morel has received honoraria from Abbvie, BMS, Merck, and Pfizer. C. Lukas has received honoraria from BMS, Merck, Pfizer, Roche-Chugai, UCB, Nordic Pharma, and Abbvie. .,J. Mary, MD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), and Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; M. De Bandt, MD, PhD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital); C. Lukas, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; J. Morel, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; B. Combe, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535.
| | - Michel De Bandt
- From the Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), Fort-de-France, Martinique, French West Indies; Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535, Montpellier, France.,B. Combe has received honoraria from BMS, Lilly, Merck, Pfizer, Roche-Chugai, and UCB. J. Morel has received honoraria from Abbvie, BMS, Merck, and Pfizer. C. Lukas has received honoraria from BMS, Merck, Pfizer, Roche-Chugai, UCB, Nordic Pharma, and Abbvie.,J. Mary, MD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), and Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; M. De Bandt, MD, PhD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital); C. Lukas, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; J. Morel, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; B. Combe, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535
| | - Cédric Lukas
- From the Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), Fort-de-France, Martinique, French West Indies; Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535, Montpellier, France.,B. Combe has received honoraria from BMS, Lilly, Merck, Pfizer, Roche-Chugai, and UCB. J. Morel has received honoraria from Abbvie, BMS, Merck, and Pfizer. C. Lukas has received honoraria from BMS, Merck, Pfizer, Roche-Chugai, UCB, Nordic Pharma, and Abbvie.,J. Mary, MD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), and Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; M. De Bandt, MD, PhD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital); C. Lukas, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; J. Morel, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; B. Combe, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535
| | - Jacques Morel
- From the Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), Fort-de-France, Martinique, French West Indies; Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535, Montpellier, France.,B. Combe has received honoraria from BMS, Lilly, Merck, Pfizer, Roche-Chugai, and UCB. J. Morel has received honoraria from Abbvie, BMS, Merck, and Pfizer. C. Lukas has received honoraria from BMS, Merck, Pfizer, Roche-Chugai, UCB, Nordic Pharma, and Abbvie.,J. Mary, MD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), and Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; M. De Bandt, MD, PhD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital); C. Lukas, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; J. Morel, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; B. Combe, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535
| | - Bernard Combe
- From the Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), Fort-de-France, Martinique, French West Indies; Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535, Montpellier, France.,B. Combe has received honoraria from BMS, Lilly, Merck, Pfizer, Roche-Chugai, and UCB. J. Morel has received honoraria from Abbvie, BMS, Merck, and Pfizer. C. Lukas has received honoraria from BMS, Merck, Pfizer, Roche-Chugai, UCB, Nordic Pharma, and Abbvie.,J. Mary, MD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital), and Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; M. De Bandt, MD, PhD, Rheumatology Department, CHU Martinique (Pierre Zobda-Quitman Hospital); C. Lukas, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; J. Morel, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535; B. Combe, MD, PhD, Rheumatology Department, CHU Montpellier, Lapeyronie Hospital, Montpellier University, UMR5535
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