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Bergstra SA, Allaart CF, Vega-Morales D, De Buck M, Murphy E, Salomon Escoto K, Huizinga TWJ. Body mass index and treatment survival in patients with RA starting treatment with TNFα-inhibitors: long-term follow-up in the real-life METEOR registry. RMD Open 2020; 6:rmdopen-2020-001203. [PMID: 32506054 PMCID: PMC7299513 DOI: 10.1136/rmdopen-2020-001203] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 04/09/2020] [Accepted: 05/14/2020] [Indexed: 01/22/2023] Open
Abstract
Objectives To study whether there is an association between body mass index (BMI) category and survival of various tumour necrosis factor inhibitors (TNFi) in rheumatoid arthritis (RA) patients in a real-life longitudinal international registry. Methods Data from 5230 patients with RA starting treatment with any TNFi were selected from the METEOR registry. Patients were divided into six BMI categories: 3.7% underweight, BMI<18.5 kg/m2; 46% normal weight, BMI 18.5–25 kg/m2; 32% pre-obesity, BMI 25–30 kg/m2; 13% obesity class I, BMI 30–35 kg/m2; 3.4% obesity class II, BMI 35–40 kg/m2; and 1.6% obesity class III, BMI >40 kg/m2. Time on treatment in the different BMI categories was compared for all TNFi combined and for the infliximab, adalimumab and etanercept separately, using Kaplan–Meier curves and Cox regression analyses. Cox regression analyses were adjusted for potential confounders, with follow-up censored at 5000 days. Results Patients in obesity class II (HR 1.28, 95% CI 1.06 to 1.54) and III (HR 1.67, 95% CI 1.29 to 2.18) and underweight patients (HR 1.30, 95% CI 1.07 to 1.58) showed statistically significantly shorter TNFi survival than normal weight patients. The effect in underweight patients was strongest for infliximab (HR 1.82, 95% CI 1.20 to 2.76), the effect in overweight patients was strongest for infliximab (category II (HR 1.49, 95% CI 0.98 to 2.26); category III (HR 1.46, 95% CI 0.79 to 2.71)) and etanercept (category II (HR 1.27 95% CI 0.98 to 1.65); category III (HR 1.79, 95% CI 1.25 to 2.55)). No significant effect modification from reported pain was found. Conclusion Both underweight and overweight patients discontinued TNFi treatment earlier than normal weight patients, without evidence of reported pain as the main determinant. It remains uncertain what determines TNFi survival in individual patients.
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Affiliation(s)
| | | | | | - Marieke De Buck
- Rheumatology, Haaglanden Medical Center, The Hague, Netherlands
| | | | - Karen Salomon Escoto
- Rheumatology, University of Massachusetts Medical School, UMass Memorial Medical Center, Worcester, Massachusetts, USA
| | - Tom W J Huizinga
- Rheumatology, Leiden University Medical Center, Leiden, Netherlands
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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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Abstract
Clinical evidences suggest a causal relationship between rheumatoid arthritis (RA) and the dopaminergic system, and several studies described an alteration of the disease in patients treated with dopaminergic agents. Despite these interesting results, potential direct effects of dopamine on RA have not been intensively considered until the last decade. Recent studies confirm a direct effect of dopamine on the systemic immune response as well as on bone remodeling and on joint inflammation, both in humans and in different animal models of arthritis. While more research is necessary to accurately determine the effect of dopamine in RA, these results are encouraging and support a possible use of dopaminergic drugs for the treatment of arthritis in the future. Moreover, they point out that dopaminergic agents use to treat comorbidities, might influence the immune response and the disease progression in RA patients. This review summarizes the current knowledge about the effects of dopaminergic drugs on RA and describes the potential of dopaminergic drugs as future therapeutic strategy in arthritis. Graphical Abstract ![]()
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Lupoli R, Pizzicato P, Scalera A, Ambrosino P, Amato M, Peluso R, Di Minno MND. Impact of body weight on the achievement of minimal disease activity in patients with rheumatic diseases: a systematic review and meta-analysis. Arthritis Res Ther 2016; 18:297. [PMID: 27964760 PMCID: PMC5155390 DOI: 10.1186/s13075-016-1194-8] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 11/24/2016] [Indexed: 12/26/2022] Open
Abstract
Background In this study, we evaluated the impact of obesity and/or overweight on the achievement of minimal disease activity (MDA) in patients with psoriatic arthritis (PsA) and patients with rheumatoid arthritis (RA) receiving an anti-rheumatic treatment. Obesity can be considered a low-grade, chronic systemic inflammatory disease and some studies suggested that obese patients with rheumatic diseases exhibit a lower rate of low disease activity achievement during treatment with anti-rheumatic drugs. Methods A systematic search was performed in major electronic databases (PubMed, Web of Science, Scopus, Embase) to identify studies reporting MDA achievement in obese and/or overweight patients with RA or PsA and in normal-weight RA or PsA control subjects. Results were expressed as Odds Ratios (ORs) with pertinent 95% Confidence Intervals (95%CIs). Results We included 17 studies (10 on RA and 7 on PsA) comprising a total of 6693 patients (1562 with PsA and 5131 with RA) in the analysis. The MDA achievement rate was significantly lower in obese patients than in normal-weight subjects (OR 0.447, 95% CI 0.346–0.577, p < 0.001, I2 = 62.6%, p < 0.001). Similarly, overweight patients showed a significantly lower prevalence of MDA achievement than normal-weight subjects (OR 0.867, 95% CI 0.757–0.994, p = 0.041, I2 = 64%, p = 0.007). Interestingly, the effect of obesity on MDA was confirmed when we separately analyzed data on patients with RA and patients with PsA. In contrast, when we evaluated the effect of overweight, our results were confirmed for PsA but not for RA. A meta-regression analysis showed that follow-up duration, age, male sex, and treatment duration are covariates significantly affecting the effect of obesity/overweight on MDA achievement. Conclusions The results of our meta-analysis suggest that obesity and overweight reduce the chances to achieve MDA in patients with rheumatic diseases receiving treatment with traditional or biologic disease-modifying antirheumatic drugs. Electronic supplementary material The online version of this article (doi:10.1186/s13075-016-1194-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Roberta Lupoli
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Paolo Pizzicato
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Antonella Scalera
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Pasquale Ambrosino
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Manuela Amato
- Centro Cardiologico Monzino, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Rosario Peluso
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Matteo Nicola Dario Di Minno
- Division of Cardiology, Department of Advanced Biomedical Sciences, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy.
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Matucci A, Cammelli D, Cantini F, Goletti D, Marino V, Milano GM, Scarpa R, Tocci G, Maggi E, Vultaggio A. Influence of anti-TNF immunogenicity on safety in rheumatic disease: a narrative review. Expert Opin Drug Saf 2016; 15:3-10. [DOI: 10.1080/14740338.2016.1221398] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Andrea Matucci
- Immunoallergology Unit, Department of Biomedicine, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Daniele Cammelli
- Immunoallergology Unit, Department of Biomedicine, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Fabrizio Cantini
- Division of Rheumatology, Misericordia e Dolce Hospital, Prato, Italy
| | - Delia Goletti
- Translational Research Unit, Department of Epidemiology and Preclinical Research, National Institute for Infectious Diseases, Rome, Italy
| | | | - Giuseppe Maria Milano
- Department of Pediatric Hematology, Oncology and Transplant Unit, IRCCS Ospedale Pediatrico Bambino Gesù, Rome, Italy
| | - Raffaele Scarpa
- Rheumatology Research Unit, Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Giuliano Tocci
- Hypertension Unit, Division of Cardiology, Department of Clinical and Molecular Medicine, Faculty of Medicine and Psychology, University of Rome Sapienza, Sant’Andrea Hospital, Rome, Italy
- IRCCS Neuromed, Pozzilli, Rome, Italy
| | - Enrico Maggi
- Center for Research, Transfer and High Education DENOTHE, University of Florence, Florence, Italy
| | - Alessandra Vultaggio
- Immunoallergology Unit, Department of Biomedicine, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
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An Y, Zhang Y, Mueller HM, Shameem M, Chen X. A new tool for monoclonal antibody analysis: application of IdeS proteolysis in IgG domain-specific characterization. MAbs 2015; 6:879-93. [PMID: 24927271 DOI: 10.4161/mabs.28762] [Citation(s) in RCA: 108] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Monoclonal antibody (mAb) products are extraordinarily heterogeneous due to the presence of a variety of enzymatic and chemical modifications, such as deamidation, isomerization, oxidation, glycosylation, glycation, and terminal cyclization. The modifications in different domains of the antibody molecule can result in different biological consequences. Therefore, characterization and routine monitoring of domain-specific modifications are essential to ensure the quality of the therapeutic antibody products. For this purpose, a rapid and informative methodology was developed to examine the heterogeneity of individual domains in mAb products. A recently discovered endopeptidase, IdeS, cleaves heavy chains below the hinge region, producing F(ab') 2 and Fc fragments. Following reduction of disulfide bonds, three antibody domains (LC, Fd, and Fc/2) can be released for further characterization. Subsequent analyses by liquid chromatography/mass spectrometry, capillary isoelectric focusing, and glycan mapping enable domain-specific profiling of oxidation, charge heterogeneity, and glycoform distribution. When coupled with reversed phase chromatography, the unique chromatographic profile of each molecule offers a simple strategy for an identity test, which is an important formal test for biopharmaceutical quality control purposes. This methodology is demonstrated for a number of IgGs of different subclasses (IgG1, IgG2, IgG4), as well as an Fc fusion protein. The presented technique provides a convenient platform approach for scientific and formal therapeutic mAb product characterization. It can also be applied in regulated drug substance batch release and stability testing of antibody and Fc fusion protein products, in particular for identity and routine monitoring of domain-specific modifications.
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Affiliation(s)
- Yan An
- Sterile Product and Analytical Development; Merck Research Laboratories; Kenilworth, NJ USA
| | - Ying Zhang
- Sterile Product and Analytical Development; Merck Research Laboratories; Kenilworth, NJ USA
| | - Hans-Martin Mueller
- Sterile Product and Analytical Development; Merck Research Laboratories; Kenilworth, NJ USA
| | - Mohammed Shameem
- Sterile Product and Analytical Development; Merck Research Laboratories; Kenilworth, NJ USA
| | - Xiaoyu Chen
- Sterile Product and Analytical Development; Merck Research Laboratories; Kenilworth, NJ USA
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Iannone F, Fanizzi R, Notarnicola A, Scioscia C, Anelli MG, Lapadula G. Obesity reduces the drug survival of second line biological drugs following a first TNF-α inhibitor in rheumatoid arthritis patients. Joint Bone Spine 2015; 82:187-91. [PMID: 25619156 DOI: 10.1016/j.jbspin.2014.12.006] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 12/10/2014] [Indexed: 02/08/2023]
Abstract
OBJECTIVES The aim of this study was to assess whether body mass index (BMI) affects clinical outcomes in rheumatoid arthritis (RA) patients starting a second line biological drug after failure of a first TNF-α blocker. METHODS From a longitudinal cohort, we analyzed 292 RA patients (66 obese, 109 overweight, and 117 normal-weight) treated with a first ever anti-TNF-α drug. Patients discontinuing the therapy were followed-up if began a second biological drug. Drug survival, by Kaplan-Meier life analysis, and 12 months disease remission based on the 28-joint Disease Activity Score (DAS28) were assessed for either course of biologics. The baseline predictors of clinical outcomes were assessed by Cox regression analysis. RESULTS Survival of the first anti-TNF-α drug was lower in obese (39.4%) than in normal-weight (49.1%) patients, but the difference was not statistically significant. Obese patients had the highest hazard to discontinue the first anti-TNF-α drug (HR 1.64, 1.02-2.62 95% IC, P=0.04), and the lowest percentage of DAS28-based disease remission at 12 months (P=0.04). In 97 (37 normal-weight, 36 overweight, 24 obese) patients who started a second non-anti-TNF-α biological drug, persistence on therapy was significantly lower in obese (43.5%) than in normal-weight (80%, P=0.04) group, and again obesity significantly predicted drug discontinuation (HR 2.9, 1.08-8.45 95% IC, P=0.04). Significantly, less obese patients attained a disease remission (12%, P=0.004) at 12 months. CONCLUSION Our study provides evidence that obese RA patients poorly respond to second line non-anti-TNF-α drugs after failure of a first TNF-α inhibitor.
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Affiliation(s)
- Florenzo Iannone
- Interdisciplinary Department of Medicine (DIM), Rheumatology Unit, Medical School, University of Bari, Piazza G. Cesare 11, 70124 Bari, Italy.
| | - Rosalinda Fanizzi
- Interdisciplinary Department of Medicine (DIM), Rheumatology Unit, Medical School, University of Bari, Piazza G. Cesare 11, 70124 Bari, Italy.
| | - Antonella Notarnicola
- Interdisciplinary Department of Medicine (DIM), Rheumatology Unit, Medical School, University of Bari, Piazza G. Cesare 11, 70124 Bari, Italy.
| | - Crescenzio Scioscia
- Interdisciplinary Department of Medicine (DIM), Rheumatology Unit, Medical School, University of Bari, Piazza G. Cesare 11, 70124 Bari, Italy.
| | - Maria Grazia Anelli
- Interdisciplinary Department of Medicine (DIM), Rheumatology Unit, Medical School, University of Bari, Piazza G. Cesare 11, 70124 Bari, Italy.
| | - Giovanni Lapadula
- Interdisciplinary Department of Medicine (DIM), Rheumatology Unit, Medical School, University of Bari, Piazza G. Cesare 11, 70124 Bari, Italy.
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