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Aripova N, Kremer JM, Pappas DA, Reed G, England BR, Robinson BH, Curtis JR, Thiele GM, Mikuls TR. Anti-citrullinated protein antibody profiles predict changes in disease activity in patients with rheumatoid arthritis initiating biologics. Rheumatology (Oxford) 2024; 63:542-550. [PMID: 37252826 PMCID: PMC10836988 DOI: 10.1093/rheumatology/kead260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 05/01/2023] [Accepted: 05/17/2023] [Indexed: 06/01/2023] Open
Abstract
OBJECTIVES To determine whether an expanded antigen-specific ACPA profile predicts changes in disease activity in patients with RA initiating biologics. METHODS The study included participants from a prospective, non-randomized, observational RA cohort. For this sub-study, treatment groups of interest included biologic-naïve initiating anti-TNF, biologic-exposed initiating non-TNF, and biologic-naïve initiating abatacept. ACPAs to 25 citrullinated peptides were measured using banked enrolment serum. Principal component analysis (PCA) was performed and associations of resulting principal component (PC) scores (in quartiles) and anti-CCP3 antibody (≤15, 16-250 or >250 U/ml) with EULAR (good/moderate/none) treatment response at 6 months were examined using adjusted ordinal regression models. RESULTS Participants (n = 1092) had a mean age of 57 (13) years and 79% were women. At 6 months, 68.5% achieved a moderate/good EULAR response. There were three PCs that cumulatively explained 70% of variation in ACPA values. In models including the three components and anti-CCP3 antibody category, only PC1 and PC2 were associated with treatment response. The highest quartile for PC1 (odds ratio [OR] 1.76; 95% CI: 1.22, 2.53) and for PC2 (OR 1.74; 95% CI: 1.23, 2.46) were associated with treatment response after multivariable adjustment. There was no evidence of interaction between PCs and treatment group in EULAR responses (P-value for interaction >0.1). CONCLUSION An expanded ACPA profile appears to be more strongly associated with biologic treatment response in RA than commercially available anti-CCP3 antibody levels. However, further enhancements to PCA will be needed to effectively prioritize between different biologics available for the treatment of RA.
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Affiliation(s)
- Nozima Aripova
- Division of Rheumatology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Joel M Kremer
- CorEvitas LLC, Waltham, MA, USA
- The Corrona Research Foundation, Albany, NY, USA
- Department of Medicine, Center for Rheumatology, Albany Medical College, Albany, NY, USA
| | - Dimitrios A Pappas
- CorEvitas LLC, Waltham, MA, USA
- The Corrona Research Foundation, Albany, NY, USA
- Division of Rheumatology, Columbia University, New York, NY, USA
| | - George Reed
- CorEvitas LLC, Waltham, MA, USA
- The Corrona Research Foundation, Albany, NY, USA
- Department of Medicine, University of Massachusetts, Worcester, MA, USA
| | - Bryant R England
- Division of Rheumatology, University of Nebraska Medical Center, Omaha, NE, USA
- Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE, USA
| | - Bill H Robinson
- Division of Immunology and Rheumatology, Stanford University School of Medicine & VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Jeffrey R Curtis
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Geoffrey M Thiele
- Division of Rheumatology, University of Nebraska Medical Center, Omaha, NE, USA
- Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE, USA
| | - Ted R Mikuls
- Division of Rheumatology, University of Nebraska Medical Center, Omaha, NE, USA
- Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE, USA
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Sainz L, Riera P, Moya P, Bernal S, Casademont J, Díaz-Torné C, Millán AM, Park HS, Lasa A, Corominas H. Impact of IL6R genetic variants on treatment efficacy and toxicity response to sarilumab in rheumatoid arthritis. Arthritis Res Ther 2023; 25:226. [PMID: 38001504 PMCID: PMC10668502 DOI: 10.1186/s13075-023-03209-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 11/06/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND Sarilumab, an IL-6 receptor antagonist, is a first-line biologic disease-modifying anti-rheumatic drug for rheumatoid arthritis. The identification of genetic biomarkers as predictors of response to sarilumab could allow for a personalized treatment strategy to improve clinical outcomes. METHODS We conducted a retrospective cohort study of 62 patients treated with sarilumab to determine whether single-nucleotide polymorphisms (SNP) in the IL6R gene could predict efficacy and toxicity responses. Six SNPs previously described in the IL6R gene (rs12083537, rs11265618, rs4329505, rs2228145, rs4537545, and rs4845625) were genotyped in DNA samples obtained from these patients. Using parametric tests, we evaluated the association between these polymorphisms and clinicopathological features. Treatment response was assessed six months after treatment initiation. Satisfactory response was based on EULAR criteria. Low disease activity was determined according to DAS28 and CDAI and quantitative improvements in DAS28 and CDAI scores. RESULTS Three SNPs (rs4845625, rs4329505 and rs11265618) were significantly associated with response outcomes. All of the SNPs, except for rs12083537, had at least one significant association with dyslipidemia or hepatotoxicity. CONCLUSIONS These findings support the potential clinical value of SNPs, particularly rs4845625, as potentially useful biomarkers to predict response to sarilumab in patients with RA.
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Affiliation(s)
- Luis Sainz
- Rheumatology Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain
| | - Pau Riera
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain.
- Pharmacy Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain.
- Biomedical Network Research Centre On Rare Diseases (CIBERER), Instituto de Salud Carlos III, Madrid, Spain.
| | - Patricia Moya
- Rheumatology Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain
| | - Sara Bernal
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain
- Biomedical Network Research Centre On Rare Diseases (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
- Genetics Department, Institut d'Investigacions Biomèdiques Sant Pau - Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
| | - Jordi Casademont
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain
- Internal Medicine Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
| | - Cesar Díaz-Torné
- Rheumatology Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain
| | - Ana Milena Millán
- Rheumatology Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
| | - Hye Sang Park
- Rheumatology Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
| | - Adriana Lasa
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain
- Biomedical Network Research Centre On Rare Diseases (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
- Genetics Department, Institut d'Investigacions Biomèdiques Sant Pau - Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
| | - Hector Corominas
- Rheumatology Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain.
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain.
- Institut d'Investigació Biomèdica Sant Pau (IIB SANT PAU), Barcelona, Spain.
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Kobayashi T, Ito S, Murasawa A, Ishikawa H, Tabeta K. The serum immunoglobulin G titres against Porphyromonas gingivalis as a predictor of clinical response to 1-year treatment with biological disease-modifying antirheumatic drugs in rheumatoid arthritis patients: A retrospective cohort study. Mod Rheumatol 2023; 33:918-927. [PMID: 35962564 DOI: 10.1093/mr/roac093] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 07/25/2022] [Accepted: 08/05/2022] [Indexed: 11/14/2022]
Abstract
OBJECTIVES The aim is to evaluate the relevance of serum immunoglobulin G (IgG) titres against periodontopathic bacteria to predict the clinical response to 1-year treatment with biological disease-modifying antirheumatic drugs (bDMARDs) in rheumatoid arthritis (RA) patients. METHODS Data were collected from 50 RA patients who had received conventional synthetic DMARDs, corticosteroids, or non-steroidal anti-inflammatory drugs before (baseline) and after 1-year treatment with bDMARDs in a retrospective cohort study. Changes in rheumatologic conditions were compared between the two groups for low and high baseline IgG titres against Porphyromonas gingivalis and Aggregatibacter actinomycetemcomitans according to their median measurements. RESULTS Twenty-five patients with low anti-P. gingivalis IgG titres showed significantly greater decreases in changes in the Clinical Disease Activity Index and swollen joint count than 25 patients with high anti-P. gingivalis IgG titres (p = .04 for both). Bivariate and multivariate analyses revealed a significantly positive association of baseline anti-P. gingivalis IgG titres with Clinical Disease Activity Index changes (p = .02 and p = .002). However, post-treatment rheumatologic conditions were comparable between 25 patients each in the low and high baseline anti-A. actinomycetemcomitans IgG titre groups. CONCLUSIONS Baseline serum anti-P. gingivalis IgG titres are predictive of the clinical response to 1-year treatment with bDMARDs in RA patients.
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Affiliation(s)
- Tetsuo Kobayashi
- General Dentistry and Clinical Education Unit, Faculty of Dentistry & Medical and Dental Hospital, Niigata University, Niigata, Japan
- Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Satoshi Ito
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Japan
| | - Akira Murasawa
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Japan
| | - Hajime Ishikawa
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Japan
| | - Koichi Tabeta
- Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
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Curtis JR, Yun H, Chen L, Ford SS, van Hoogstraten H, Fiore S, Ford K, Praestgaard A, Rehberg M, Choy E. Real-World Sarilumab Use and Rule Testing to Predict Treatment Response in Patients with Rheumatoid Arthritis: Findings from the RISE Registry. Rheumatol Ther 2023; 10:1055-1072. [PMID: 37349636 PMCID: PMC10326227 DOI: 10.1007/s40744-023-00568-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 05/30/2023] [Indexed: 06/24/2023] Open
Abstract
INTRODUCTION Clinical trial findings may not be generalizable to routine practice. This study evaluated sarilumab effectiveness in patients with rheumatoid arthritis (RA) and tested the real-world applicability of a response prediction rule, derived from trial data using machine learning (based on C-reactive protein [CRP] > 12.3 mg/l and seropositivity [anticyclic citrullinated peptide antibodies, ACPA +]). METHODS Sarilumab initiators from the ACR-RISE Registry, with ≥ 1 prescription on/after its FDA approval (2017-2020), were divided into three cohorts based on progressively restrictive criteria: Cohort A (had active disease), Cohort B (met eligibility criteria of a phase 3 trial in RA patients with inadequate response/intolerance to tumor necrosis factor inhibitors [TNFi]), and Cohort C (characteristics matched to the phase 3 trial baseline). Mean changes in Clinical Disease Activity Index (CDAI) and Routine Assessment of Patient Index Data 3 (RAPID3) were evaluated at 6 and 12 months. In a separate cohort, predictive rule was tested based on CRP levels and seropositive status (ACPA and/or rheumatoid factor); patients were categorized into rule-positive (seropositive with CRP > 12.3 mg/l) and rule-negative groups to compare the odds of achieving CDAI low disease activity (LDA)/remission and minimal clinically important difference (MCID) over 24 weeks. RESULTS Among sarilumab initiators (N = 2949), treatment effectiveness was noted across cohorts, with greater improvement noted for Cohort C at 6 and 12 months. Among the predictive rule cohort (N = 205), rule-positive (vs. rule-negative) patients were more likely to reach LDA (odds ratio: 1.5 [0.7, 3.2]) and MCID (1.1 [0.5, 2.4]). Sensitivity analyses (CRP > 5 mg/l) showed better response to sarilumab in rule-positive patients. CONCLUSIONS In real-world setting, sarilumab demonstrated treatment effectiveness, with greater improvements in the most selective population, mirroring phase 3 TNFi-refractory and rule-positive RA patients. Seropositivity appeared a stronger driver for treatment response than CRP, although optimization of the rule in routine practice requires further data.
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Affiliation(s)
- Jeffrey R Curtis
- University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
| | - Huifeng Yun
- University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Lang Chen
- University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | | | | | | | | | | | | | - Ernest Choy
- CREATE Centre, Cardiff University, Cardiff, UK
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Kalweit M, Burden AM, Boedecker J, Hügle T, Burkard T. Patient groups in Rheumatoid arthritis identified by deep learning respond differently to biologic or targeted synthetic DMARDs. PLoS Comput Biol 2023; 19:e1011073. [PMID: 37267387 DOI: 10.1371/journal.pcbi.1011073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 04/04/2023] [Indexed: 06/04/2023] Open
Abstract
Cycling of biologic or targeted synthetic disease modifying antirheumatic drugs (b/tsDMARDs) in rheumatoid arthritis (RA) patients due to non-response is a problem preventing and delaying disease control. We aimed to assess and validate treatment response of b/tsDMARDs among clusters of RA patients identified by deep learning. We clustered RA patients clusters at first-time b/tsDMARD (cohort entry) in the Swiss Clinical Quality Management in Rheumatic Diseases registry (SCQM) [1999-2018]. We performed comparative effectiveness analyses of b/tsDMARDs (ref. adalimumab) using Cox proportional hazard regression. Within 15 months, we assessed b/tsDMARD stop due to non-response, and separately a ≥20% reduction in DAS28-esr as a response proxy. We validated results through stratified analyses according to most distinctive patient characteristics of clusters. Clusters comprised between 362 and 1481 patients (3516 unique patients). Stratified (validation) analyses confirmed comparative effectiveness results among clusters: Patients with ≥2 conventional synthetic DMARDs and prednisone at b/tsDMARD initiation, male patients, as well as patients with a lower disease burden responded better to tocilizumab than to adalimumab (hazard ratio [HR] 5.46, 95% confidence interval [CI] [1.76-16.94], and HR 8.44 [3.43-20.74], and HR 3.64 [2.04-6.49], respectively). Furthermore, seronegative women without use of prednisone at b/tsDMARD initiation as well as seropositive women with a higher disease burden and longer disease duration had a higher risk of non-response with golimumab (HR 2.36 [1.03-5.40] and HR 5.27 [2.10-13.21], respectively) than with adalimumab. Our results suggest that RA patient clusters identified by deep learning may have different responses to first-line b/tsDMARD. Thus, it may suggest optimal first-line b/tsDMARD for certain RA patients, which is a step forward towards personalizing treatment. However, further research in other cohorts is needed to verify our results.
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Affiliation(s)
- Maria Kalweit
- Department of Computer Science, University of Freiburg, Freiburg, Germany
| | - Andrea M Burden
- ETH Zurich, Department of Chemistry and Applied Biosciences, Zurich, Switzerland
| | - Joschka Boedecker
- Department of Computer Science, University of Freiburg, Freiburg, Germany
| | - Thomas Hügle
- Department of Rheumatology, Lausanne University Hospital, and University of Lausanne, Lausanne, Switzerland
| | - Theresa Burkard
- ETH Zurich, Department of Chemistry and Applied Biosciences, Zurich, Switzerland
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Gorzewski AM, Heisler AC, Neogi T, Muhammad LN, Song J, Dunlop D, Bingham CO, Bolster MB, Clauw DJ, Marder W, Lee YC. Predicting Disease Activity in Rheumatoid Arthritis With the Fibromyalgia Survey Questionnaire: Does the Severity of Fibromyalgia Symptoms Matter? J Rheumatol 2023; 50:684-689. [PMID: 36521924 PMCID: PMC10159881 DOI: 10.3899/jrheum.220507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2022] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To determine if the degree of baseline fibromyalgia (FM) symptoms in patients with rheumatoid arthritis (RA), as indicated by the Fibromyalgia Survey Questionnaire (FSQ) score, predicts RA disease activity after initiation or change of a disease-modifying antirheumatic drug (DMARD). METHODS One hundred ninety-two participants with active RA were followed for 12 weeks after initiation or change of DMARD therapy. Participants completed the FSQ at the initial visit. The Disease Activity Score in 28 joints using C-reactive protein (DAS28-CRP) was measured at baseline and follow-up to assess RA disease activity. We evaluated the association between baseline FSQ score and follow-up DAS28-CRP. As a secondary analysis, we examined the relationship between the 2 components of the FSQ, the Widespread Pain Index (WPI) and Symptom Severity Scale (SSS), with follow-up DAS28-CRP. Multiple linear regression analyses were performed, adjusting for clinical and demographic variables. RESULTS In multiple linear regression models, FSQ score was independently associated with elevated DAS28-CRP scores 12 weeks after DMARD initiation (B = 0.04, P = 0.01). In secondary analyses, the WPI was significantly associated with increased follow-up DAS28-CRP scores (B = 0.08, P = 0.001), whereas the SSS was not (B = -0.03, P = 0.43). CONCLUSION Higher levels of FM symptoms weakly predicted worse disease activity after treatment. The primary factor that informed the FSQ's prediction of disease activity was the spatial extent of pain, as measured by the WPI.
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Affiliation(s)
| | - Andrew C Heisler
- A.C. Heisler, MD, MSci, Rheumatology, Department of Medicine, Western Michigan University, Kalamazoo, Michigan
| | - Tuhina Neogi
- T. Neogi, MD, PhD, Department of Rheumatology, Boston University School of Medicine, Boston, Massachusetts
| | - Lutfiyya N Muhammad
- L.N. Muhammad, PhD, J. Song, MS, Department of Preventive Medicine, Northwestern University, Chicago, Illinois
| | - Jing Song
- L.N. Muhammad, PhD, J. Song, MS, Department of Preventive Medicine, Northwestern University, Chicago, Illinois
| | - Dorothy Dunlop
- D. Dunlop, PhD, Department of Medicine, Northwestern University, Chicago, Illinois
| | - Clifton O Bingham
- C.O. Bingham III, MD, Johns Hopkins Arthritis Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Marcy B Bolster
- M.B. Bolster, MD, Division of Rheumatology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Daniel J Clauw
- D.J. Clauw, MD, Rheumatology, Department of Medicine and Chronic Pain and Fatigue Research Center, University of Michigan, Ann Arbor, Michigan
| | - Wendy Marder
- W. Marder, MD, Rheumatology, Department of Medicine, University of Michigan, Ann Arbor, Michigan
| | - Yvonne C Lee
- Y.C. Lee, MD, MMSc, Rheumatology, Department of Medicine, Northwestern University, Chicago, Illinois, USA.
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Kobayashi T, Ito S, Murasawa A, Ishikawa H, Tabeta K. Periodontitis severity affects the clinical response to biological disease-modifying antirheumatic drugs in rheumatoid arthritis: A 1-year follow-up study. Mod Rheumatol 2023; 33:81-87. [PMID: 34865087 DOI: 10.1093/mr/roab121] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 10/25/2021] [Accepted: 11/28/2021] [Indexed: 01/05/2023]
Abstract
OBJECTIVES To assess whether periodontitis severity affects the clinical response to biological disease-modifying antirheumatic drugs (bDMARDs) for 1 year in rheumatoid arthritis (RA) patients. METHODS Data were collected from 50 RA patients who had received corticosteroids, conventional synthetic DMARDs, or non-steroidal anti-inflammatory drugs before (baseline) and after 1 year of bDMARD therapy in a retrospective study. Rheumatologic conditions were compared between the two periodontitis severity groups according to the periodontal inflamed surface area (PISA) or Centers for Disease Control and Prevention (CDC)/American Academy of Periodontology (AAP) case definitions. RESULTS Twenty-eight patients with no or mild periodontitis showed significantly greater decreases in changes in Clinical Disease Activity Index (CDAI) and tender and swollen joint count in comparison to 22 patients with moderate and severe periodontitis (p = .02, p = .01, and p = .03). Both bivariate and multivariate analyses revealed a significantly positive association between the baseline CDC/AAP definitions and CDAI changes (p = .005 and p = .0038). However, rheumatologic conditions were comparable between 25 patients each in the low and high PISA groups. CONCLUSIONS Baseline periodontitis severity according to the CDC/AAP definitions is associated with the clinical response to bDMARDs for 1 year in RA patients.
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Affiliation(s)
- Tetsuo Kobayashi
- General Dentistry and Clinical Education Unit, Faculty of Dentistry & Medical and Dental Hospital, Niigata University, Niigata, Japan.,Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Satoshi Ito
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Japan
| | - Akira Murasawa
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Japan
| | - Hajime Ishikawa
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Japan
| | - Koichi Tabeta
- Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
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Sainz L, Riera P, Moya P, Bernal S, Casademont J, Díaz-Torné C, Millán AM, Park HS, Lasa A, Corominas H. Clinical Value of IL6R Gene Variants as Predictive Biomarkers for Toxicity to Tocilizumab in Patients with Rheumatoid Arthritis. J Pers Med 2022; 13:jpm13010061. [PMID: 36675722 PMCID: PMC9865948 DOI: 10.3390/jpm13010061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 12/29/2022] Open
Abstract
Tocilizumab is a first-line biologic disease-modifying anti-rheumatic drug (bDMARD) that inhibits the interleukin-6 (IL-6) pathway by antagonizing the IL-6 receptor (IL-6R). Tocilizumab is widely used to treat rheumatoid arthritis (RA), a prevalent autoimmune disease that can cause irreversible joint damage and disability. Although many bDMARDs have been developed for RA, there is a lack of validated biomarkers which could guide personalized medicine strategies. To evaluate whether single-nucleotide polymorphisms (SNPs) in the IL6R gene could predict tocilizumab toxicity in patients with RA, we conducted a retrospective cohort study of 88 patients treated with tocilizumab. Six SNPs previously described in the IL6R gene were genotyped (rs12083537, rs11265618, rs4329505, rs2228145, rs4537545, and rs4845625). Using parametric tests, we studied the association between the SNPs and hepatotoxicity, infection, hypersensitivity, gastrointestinal, hematological, and dyslipidemia adverse events (AEs). We found associations between dyslipidemia and rs4845625 and between hematological AEs and rs11265618 and rs4329505. No further associations were found for the remaining SNPs and other AEs. Our findings support the potential clinical value of SNPs in the IL6R gene as predictive biomarkers for toxicity to tocilizumab in patients with RA.
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Affiliation(s)
- Luis Sainz
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08041 Barcelona, Spain
- Faculty of Medicine, Universitat Autònoma de Barcelona (UAB), 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Pau Riera
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08025 Barcelona, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Correspondence: (P.R.); (H.C.)
| | - Patricia Moya
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Sara Bernal
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Genetics Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08025 Barcelona, Spain
| | - Jordi Casademont
- Faculty of Medicine, Universitat Autònoma de Barcelona (UAB), 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- Medicine Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08025 Barcelona, Spain
| | - Cesar Díaz-Torné
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08041 Barcelona, Spain
- Faculty of Medicine, Universitat Autònoma de Barcelona (UAB), 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Ana Milena Millán
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Hye Sang Park
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Adriana Lasa
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Genetics Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08025 Barcelona, Spain
| | - Héctor Corominas
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau (HSCSP), 08041 Barcelona, Spain
- Faculty of Medicine, Universitat Autònoma de Barcelona (UAB), 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- Correspondence: (P.R.); (H.C.)
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Khader Y, Beran A, Ghazaleh S, Lee-Smith W, Altorok N. Predictors of remission in rheumatoid arthritis patients treated with biologics: a systematic review and meta-analysis. Clin Rheumatol 2022; 41:3615-3627. [PMID: 35974226 PMCID: PMC9652218 DOI: 10.1007/s10067-022-06307-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/04/2022] [Accepted: 07/17/2022] [Indexed: 01/10/2023]
Abstract
Biologics have emerged as an effective treatment of rheumatoid arthritis (RA). However, there is a significant proportion of patients who fail to respond to biologics. Identifying the predictors that affect the response to biologics remains challenging. A comprehensive literature search of PubMed, Embase, and Web of Science databases was conducted through May 1, 2022. We included all studies that used a multivariate model to assess for the predictors of remission in RA patients treated with biologics. We calculated pooled odds ratios (OR) with 95% confidence intervals (CI) for risk factors reported in ≥ 3 studies using a random-effects model. A total of 16,934 patients with RA who were treated with biologics were included in twenty-one studies. Our study showed that old age (OR 0.98 (0.97, 0.99), P < 0.00001), female gender (OR 0.66 (0.56, 0.77), P < 0.00001), smoking history (OR 0.86 (0.75, 0.99), P 0.04), obesity (OR 0.95 (0.91, 0.99), P 0.02), poor functional status (OR 0.62 (0.48, 1.27), P < 0.00001), high disease activity (OR 0.90 (0.85, 0.96), P 0.0005), and elevated erythrocyte sedimentation rate (OR 0.99 (0.98, 1.00), P 0.009) were poor predictors of remission. On the other hand, positive anti-citrullinated protein antibodies (OR 2.52 (1.53, 4.12), P 0.0003) was associated with high remission rate. Old age, female gender, obesity, smoking history, poor functional status, high disease activity, and elevated ESR at the time of diagnosis have been associated with poor response to biologics. Our findings could help establish a risk stratification model for predicting the remission rate in RA patients receiving biologics.
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Affiliation(s)
- Yasmin Khader
- Department of Internal Medicine, University of Toledo, 2100 West Central Ave, Toledo, OH 43606 USA
| | - Azizullah Beran
- Department of Internal Medicine, University of Toledo, 2100 West Central Ave, Toledo, OH 43606 USA
| | - Sami Ghazaleh
- Department of Internal Medicine, University of Toledo, 2100 West Central Ave, Toledo, OH 43606 USA
| | - Wade Lee-Smith
- University of Toledo Libraries, University of Toledo, Toledo, OH USA
| | - Nezam Altorok
- Department of Rheumatology, University of Toledo, Toledo, OH USA
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10
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Sainz L, Riera P, Moya P, Bernal S, Casademont J, Díaz-Torné C, Millán AM, Park HS, Lasa A, Corominas H. Role of IL6R Genetic Variants in Predicting Response to Tocilizumab in Patients with Rheumatoid Arthritis. Pharmaceutics 2022; 14:pharmaceutics14091942. [PMID: 36145690 PMCID: PMC9501307 DOI: 10.3390/pharmaceutics14091942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/21/2022] [Accepted: 08/30/2022] [Indexed: 11/16/2022] Open
Abstract
Rheumatoid arthritis (RA) is a prevalent autoimmune disease characterized by chronic arthritis that may lead to irreversible joint damage and significant disability. Patients with RA are commonly treated with Tocilizumab (TCZ), an IL-6 receptor (IL-6R) antagonist, but many patients refractorily respond to this therapy. Identifying genetic biomarkers as predictors of TCZ response could be a key to providing a personalized medicine strategy. We aimed to evaluate whether functional single nucleotide polymorphisms (SNPs) in the IL6R gene could predict TCZ response in patients with RA. We retrospectively included 88 RA patients treated with TCZ. Six SNPs previously described in the IL6R gene (rs12083537, rs11265618, rs4329505, rs2228145, rs4537545, and rs4845625) were genotyped in DNA samples from these patients. Using parametric tests, we evaluated the association between these polymorphisms and clinicopathological features. Responses to treatments were assessed at six months using three variables: a quantitative improvement in Disease activity score including 28 joints (DAS28), a satisfactory European League Against Rheumatism (EULAR) response, and low disease activity (LDA) achievement. The three response variables studied were associated with genetic variant rs4845625, and no association was found with the other five SNPs. Our findings support the potential clinical value of SNPs in the IL6R gene as predictive biomarkers for TCZ response.
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Affiliation(s)
- Luis Sainz
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), 08193 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Pau Riera
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, 08025 Barcelona, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Correspondence: (P.R.); (H.C.)
| | - Patricia Moya
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Sara Bernal
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Genetics Department, Hospital de la Santa Creu i Sant Pau, 08025 Barcelona, Spain
| | - Jordi Casademont
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), 08193 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- Internal Medicine Department, Hospital de la Santa Creu i Sant Pau, 08025 Barcelona, Spain
| | - Cesar Díaz-Torné
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), 08193 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Ana Milena Millán
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Hye Sang Park
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
| | - Adriana Lasa
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Genetics Department, Hospital de la Santa Creu i Sant Pau, 08025 Barcelona, Spain
| | - Héctor Corominas
- Rheumatology Department, Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), 08193 Barcelona, Spain
- Institut d’Investigació Biomèdica Sant Pau (IIB SANT PAU), 08041 Barcelona, Spain
- Correspondence: (P.R.); (H.C.)
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11
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Janahiraman S, Too CL, Lee KW, Shahril NS, Leong CO. Genetic Biomarkers as Predictors of Response to Tocilizumab in Rheumatoid Arthritis: A Systematic Review and Meta-Analysis. Genes (Basel) 2022; 13:genes13071284. [PMID: 35886067 PMCID: PMC9323282 DOI: 10.3390/genes13071284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 07/05/2022] [Accepted: 07/14/2022] [Indexed: 11/16/2022] Open
Abstract
Rheumatoid arthritis (RA) is a lifelong, debilitating disease which incredibly impacts a patient’s quality of life if not treated to the optimal target. The clinical response of tocilizumab, an interleukin-6 (IL-6) inhibitor, is associated with several gene polymorphisms, particularly targeting the IL-6 pathway. This systematic review and meta-analysis seeks to investigate genetic biomarkers that predict the treatment outcome of tocilizumab therapy in RA patients. After evaluating the quality of retrieved records, five studies were chosen to carry out a quantitative synthesis involving 591 participants. We analysed genetic markers of IL-6R single nucleotide polymorphism (SNP)s rs12083537, rs2228145 and rs4329505, FCGR3A, CD69, GALNT18 and FCGR2A. A plausible finding based on meta-analysis revealed that RA patients with homozygous AA genotype for rs12083537 polymorphism of the IL-6R gene demonstrate a better response to TCZ treatment as opposed to homozygous and heterozygous patients with the G allele. Nonetheless, limitations in evaluating the available studies by meta-analysis include a lack of studies with dissimilarities in study design and outcome definitions, small sample sizes with low statistical power and heterogeneity of cohorts, a restricted the number of tested SNPs and small effects for the selected variants. Inconsistent finding remains as a great challenge to forge ahead towards personalised medicine for RA management.
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Affiliation(s)
- Sivakami Janahiraman
- School of Postgraduate Studies, International Medical University, Bukit Jalil, Kuala Lumpur 57000, Malaysia;
- Pharmacy Department, Hospital Selayang, Ministry of Health Malaysia, Selayang 68100, Malaysia
| | - Chun Lai Too
- Immunogenetic Unit, Institute for Medical Research, National Institutes of Health Complex, Ministry of Health Malaysia, Shah Alam 40170, Malaysia
- Correspondence:
| | - Kai Wei Lee
- Department of Pre-Clinical Sciences, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Kajang 31900, Malaysia;
| | - Nor Shuhaila Shahril
- Medical Department, Hospital Putrajaya, Ministry of Health Malaysia, Putrajaya 62250, Malaysia;
| | - Chee Onn Leong
- Centre for Cancer and Stem Cell Research Development and Innovation (IRDI), Institute for Research, International Medical University, Bukit Jalil, Kuala Lumpur 57000, Malaysia;
- AGTC Genomics, Bukit Jalil, Kuala Lumpur 57000, Malaysia
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12
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Nagy G, Géher P, Tamási L, Drescher E, Keszthelyi P, Pulai J, Czirják L, Szekanecz Z, Kiss G, Kovács L. Real-world evidence on methotrexate-free subcutaneous tocilizumab therapy in patients with rheumatoid arthritis: 24-week data from the SIMPACT study. Rheumatol Adv Pract 2022; 6:rkac038. [PMID: 35663154 PMCID: PMC9154320 DOI: 10.1093/rap/rkac038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 05/04/2022] [Indexed: 11/13/2022] Open
Abstract
Abstract
Objectives
The SIMPACT study aimed to evaluate the efficacy and safety of methotrexate (MTX)-free subcutaneous tocilizumab (TCZ) therapy in rheumatoid arthritis (RA) patients.
Methods
SIMPACT was an open-label, non-controlled, non-randomised, non-interventional study, where RA patients, for whom the treating physicians ordered subcutaneous TCZ, were observed during a 24-week treatment period in Hungarian centres. While the use of methotrexate (MTX) was avoided during the study period, other conventional synthetic disease modifying anti-rheumatoid drugs (DMARDs), oral steroid and non-steroid anti-inflammatory agents were allowed. Study endpoints included the change in Disease Activity Score-28 (DAS28) and Clinical Activity Index (CDAI) scores, the proportion of patients achieving remission in the whole population and in subgroups defined based on prior RA treatment history—and age, weight or gender post-hoc. The extent of supplementary medication use was monitored.
Results
337 RA patients were enrolled in 18 study centres. TCZ therapy significantly decreased the disease activity measured both by DAS28 (p = 0.0001) and CDAI (p = 0.0001). Clinical response was more pronounced in biological-naïve patients, and was lower in patients above 75 years. In the whole population DAS28 ESR or CRP and CDAI remission rates were 70.10%, 78.95% and 33.59%, respectively. Below 45 years CDAI remission rate doubled (67.86%). Significant decrease in the frequency of co-administered medication was reported including oral steroids and DMARDs.
Conclusion
Real-world clinical evidence on subcutaneous TCZ reported here is in-line with the efficacy outcomes of randomised clinical trials (RCTs). Subgroup analysis revealed that TCZ was more effective in biological-naïve and <75 years patients.
Trial registration
ClinicalTrials.gov, http://www.clinicaltrials.gov, NCT02402686
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Affiliation(s)
- György Nagy
- Dept. of Rheumatology & Clinical Immunology, Dept. of Internal Medicine & Oncology, Semmelweis University, Budapest, Hungary
- Dept. of Genetics, Cell & Immunobiology, Semmelweis University, Budapest, Hungary
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Pál Géher
- Dept. of Rheumatology & Clinical Immunology, Dept. of Internal Medicine & Oncology, Semmelweis University, Budapest, Hungary
| | - László Tamási
- Dept. of Rheumatology, BAZ County Central Hospital, Miskolc, Hungary
| | - Edit Drescher
- Dept. of Rheumatology, Csolnoky Ferenc Hospital, Veszprém, Hungary
| | - Péter Keszthelyi
- Dept. of Rheumatology, Békés County Central Hospital, Gyula, Hungary
| | - Judit Pulai
- Dept. of Rheumatology, Fejér County Saint George Hospital, Székesfehérvár, Hungary
| | - László Czirják
- Rheumatology & Immunology Clinic, Univ. of Pécs Clinical Centre, Pécs, Hungary
| | - Zoltán Szekanecz
- Dept. of Int. Medicine, Rheumatology, Univ. of Debrecen Clinical Centre, Debrecen, Hungary
| | | | - László Kovács
- Rheumatology & Immunology Clinic, Univ. of Szeged Clinical Centre, Szeged, Hungary
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13
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Wang Z, Huang J, Xie D, He D, Lu A, Liang C. Toward Overcoming Treatment Failure in Rheumatoid Arthritis. Front Immunol 2022; 12:755844. [PMID: 35003068 PMCID: PMC8732378 DOI: 10.3389/fimmu.2021.755844] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 12/06/2021] [Indexed: 12/29/2022] Open
Abstract
Rheumatoid arthritis (RA) is an autoimmune disorder characterized by inflammation and bone erosion. The exact mechanism of RA is still unknown, but various immune cytokines, signaling pathways and effector cells are involved. Disease-modifying antirheumatic drugs (DMARDs) are commonly used in RA treatment and classified into different categories. Nevertheless, RA treatment is based on a "trial-and-error" approach, and a substantial proportion of patients show failed therapy for each DMARD. Over the past decades, great efforts have been made to overcome treatment failure, including identification of biomarkers, exploration of the reasons for loss of efficacy, development of sequential or combinational DMARDs strategies and approval of new DMARDs. Here, we summarize these efforts, which would provide valuable insights for accurate RA clinical medication. While gratifying, researchers realize that these efforts are still far from enough to recommend specific DMARDs for individual patients. Precision medicine is an emerging medical model that proposes a highly individualized and tailored approach for disease management. In this review, we also discuss the potential of precision medicine for overcoming RA treatment failure, with the introduction of various cutting-edge technologies and big data.
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Affiliation(s)
- Zhuqian Wang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.,Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China.,Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China
| | - Jie Huang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Duoli Xie
- Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China.,Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China
| | - Dongyi He
- Institute of Arthritis Research in Integrative Medicine, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China.,Department of Rheumatology, Shanghai Guanghua Hospital of Integrative Medicine, Shanghai, China
| | - Aiping Lu
- Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China.,Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China.,Institute of Arthritis Research in Integrative Medicine, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China.,Guangdong-Hong Kong-Macau Joint Lab on Chinese Medicine and Immune Disease Research, Guangzhou, China
| | - Chao Liang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.,Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China.,Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China
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14
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Blundell A, Sofat N. Which Biologic Therapies to Treat Active Rheumatoid Arthritis and When? EUROPEAN MEDICAL JOURNAL 2021. [DOI: 10.33590/emj/21-00062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Biological disease-modifying anti-arthritis drugs (bDMARD) have transformed rheumatoid arthritis (RA) treatment and allowed many patients to reach clinical remission. With the huge growth in the development of different bDMARDs, there is now a need to decide on which treatment should be prescribed to achieve optimal patient outcomes. Decisions are made by weighing up the comparative efficacy of each agent against risks, namely the risk of bacterial infections. The most powerful tools for investigating the comparative efficacy of bDMARDs are head-to-head trials that directly compare one therapy to another; however, very few trials of this type exist. Furthermore, the heterogeneity of RA calls for consideration of the comparative efficacy of therapies on an individual basis. Many studies have found associations between specific biomarkers and response to different bDMARDs to enable stratification of patient groups, although many results have not been reproducible in different cohorts. Combining predictors to create models of treatment response may be the ultimate key to finding reliable biomarkers with enough predictive power to enable a personalised medicine approach to treating RA in the clinic.
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Affiliation(s)
- Anna Blundell
- Institute for Infection and Immunity, St George’s University of London, UK
| | - Nidhi Sofat
- St George’s University Hospitals NHS Foundation Trust, London, UK
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15
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Rehberg M, Giegerich C, Praestgaard A, van Hoogstraten H, Iglesias-Rodriguez M, Curtis JR, Gottenberg JE, Schwarting A, Castañeda S, Rubbert-Roth A, Choy EHS. Identification of a Rule to Predict Response to Sarilumab in Patients with Rheumatoid Arthritis Using Machine Learning and Clinical Trial Data. Rheumatol Ther 2021; 8:1661-1675. [PMID: 34519964 PMCID: PMC8572308 DOI: 10.1007/s40744-021-00361-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 08/11/2021] [Indexed: 11/22/2022] Open
Abstract
Introduction In rheumatoid arthritis, time spent using ineffective medications may lead to irreversible disease progression. Despite availability of targeted treatments, only a minority of patients achieve sustained remission, and little evidence exists to direct the choice of biologic disease-modifying antirheumatic drugs in individual patients. Machine learning was used to identify a rule to predict the response to sarilumab and discriminate between responses to sarilumab versus adalimumab, with a focus on clinically feasible blood biomarkers. Methods The decision tree model GUIDE was trained using a data subset from the sarilumab trial with the most biomarker data, MOBILITY, to identify a rule to predict disease activity after sarilumab 200 mg. The training set comprised 18 categorical and 24 continuous baseline variables; some data were omitted from training and used for validation by the algorithm (cross-validation). The rule was tested using full datasets from four trials (MOBILITY, MONARCH, TARGET, and ASCERTAIN), focusing on the recommended sarilumab dose of 200 mg. Results In the training set, the presence of anti-cyclic citrullinated peptide antibodies, combined with C-reactive protein > 12.3 mg/l, was identified as the “rule” that predicts American College of Rheumatology 20% response (ACR20) to sarilumab. In testing, the rule reliably predicted response to sarilumab in MOBILITY, MONARCH, and ASCERTAIN for many efficacy parameters (e.g., ACR70 and the 28-joint disease activity score using CRP [DAS28-CRP] remission). The rule applied less to TARGET, which recruited individuals refractory to tumor necrosis factor inhibitors. The potential clinical benefit of the rule was highlighted in a clinical scenario based on MONARCH data, which found that increased ACR70 rates could be achieved by treating either rule-positive patients with sarilumab or rule-negative patients with adalimumab. Conclusions Well-established and clinically feasible blood biomarkers can guide individual treatment choice. Real-world validation of the rule identified in this post hoc analysis is merited. Clinical Trial Registration NCT01061736, NCT02332590, NCT01709578, NCT01768572. Supplementary Information The online version contains supplementary material available at 10.1007/s40744-021-00361-5.
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Affiliation(s)
| | | | | | | | | | - Jeffrey R Curtis
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Andreas Schwarting
- Acura Kliniken Rheinland-Pfalz AG, Bad Kreuznach, Germany.,University Center of Autoimmunity, University Medical Center Mainz, Mainz, Germany
| | - Santos Castañeda
- Rheumatology Division, Hospital Universitario de La Princesa, IIS-IP and EPID-Future Cátedra, Autónoma University of Madrid (UAM), Madrid, Spain
| | | | - Ernest H S Choy
- Section of Rheumatology and Translational Research, Division of Infection and Immunity, Arthritis Research UK CREATE Centre and Welsh Arthritis Research Network (WARN), Cardiff University School of Medicine, Tenovus Building, Heath Park Campus, Cardiff, CF14 4XN, UK.
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16
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Nakayama Y, Hashimoto M, Watanabe R, Murakami K, Murata K, Tanaka M, Ito H, Yamamoto W, Ebina K, Hata K, Hiramatsu Y, Katayama M, Son Y, Amuro H, Akashi K, Onishi A, Hara R, Yamamoto K, Ohmura K, Matsuda S, Morinobu A. Favorable clinical response and drug retention of anti-IL-6 receptor inhibitor in rheumatoid arthritis with high CRP levels: the ANSWER cohort study. Scand J Rheumatol 2021; 51:431-440. [PMID: 34511031 DOI: 10.1080/03009742.2021.1947005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Currently, biological disease-modifying anti-rheumatic drugs (bDMARDs) with different modes of action [tumour necrosis factor inhibitor (TNFi), interleukin-6 receptor inhibitor (IL-6Ri), or cytotoxic T-lymphocyte antigen 4-immunoglobulin (CTLA4-Ig)] are used in clinical practice to treat rheumatoid arthritis (RA). However, it is unclear which type of bDMARD is the most efficacious for a specific clinical situation. C-reactive protein (CRP) is an acute-phase reactant driven by IL-6 signalling. Here, we aimed to establish whether therapeutic efficacy differs between IL-6Ri and other bDMARDs with alternative modes of action in RA patients according to their CRP level. METHOD RA patients treated with bDMARDs were enrolled from an observational multicentre registry in Japan. Patients were classified into three groups according to baseline CRP tertiles. The overall 3 year retention rates of each bDMARD category were assessed. The Clinical Disease Activity Index (CDAI) was also assessed before and 3, 6, and 12 months after bDMARD initiation. RESULTS A total of 1438 RA patients were included and classified into three groups according to tertiles of baseline CRP levels (CRP1, 0-0.3; CRP2, 0.3-1.8; CRP3, 1.8-18.4 mg/dL). In CRP3, the overall 3 year drug retention rates were significantly higher for IL-6Ri than for TNFi and CTLA4-Ig (77.5 vs 48.2 vs 67.3, respectively). No significant difference was evident in terms of CDAI 12 months after bDMARD initiation in CRP1-CRP3. CONCLUSION IL-6Ri may be a favourable therapeutic option over TNFi and CTLA4-Ig in RA patients with high CRP levels.
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Affiliation(s)
- Y Nakayama
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - M Hashimoto
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan.,Department of Clinical Immunology, Graduate School of Medicine, Osaka City University, Osaka, Japan
| | - R Watanabe
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan.,Department of Clinical Immunology, Graduate School of Medicine, Osaka City University, Osaka, Japan
| | - K Murakami
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - K Murata
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan.,Department of Orthopaedic Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - M Tanaka
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - H Ito
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan.,Department of Orthopaedic Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - W Yamamoto
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan.,Department of Health Information Management, Kurashiki Sweet Hospital, Okayama, Japan
| | - K Ebina
- Department of Musculoskeletal Regenerative Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - K Hata
- Department of Internal Medicine IV, Division of Rheumatology, Osaka Medical College, Osaka, Japan
| | - Y Hiramatsu
- Department of Internal Medicine IV, Division of Rheumatology, Osaka Medical College, Osaka, Japan
| | - M Katayama
- Department of Rheumatology, Osaka Red Cross Hospital, Osaka, Japan
| | - Y Son
- First Department of Internal Medicine, Kansai Medical University, Osaka, Japan
| | - H Amuro
- First Department of Internal Medicine, Kansai Medical University, Osaka, Japan
| | - K Akashi
- Department of Rheumatology and Clinical Immunology, Kobe University Graduate School of Medicine, Hyogo, Japan
| | - A Onishi
- Department of Rheumatology and Clinical Immunology, Kobe University Graduate School of Medicine, Hyogo, Japan
| | - R Hara
- The Center for Rheumatic Diseases, Department of Orthopaedic Surgery, Nara Medical University, Nara, Japan
| | - K Yamamoto
- Department of Medical Informatics, Wakayama Medical University, Wakayama, Japan
| | - K Ohmura
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - S Matsuda
- Department of Orthopaedic Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - A Morinobu
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
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17
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de la Vega M, Guerra Bautista G, Xavier RM, Pacheco-Tena C, Solano G, Pedersen RD, Szumski AE, Borlenghi C, Santana K, Vlahos B. Predictors of response to etanercept-methotrexate treatment: a post hoc logistic regression analysis of a randomized, open-label study in Latin American patients with rheumatoid arthritis. Adv Rheumatol 2021; 61:56. [PMID: 34496979 DOI: 10.1186/s42358-021-00213-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 08/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Determining potential predictors of clinical response would allow a more personalized rheumatoid arthritis (RA) treatment approach in heterogeneous populations such as Latin American (LA) patients. METHODS Post hoc analysis to identify baseline characteristics predictive of clinical remission in response to treatment with etanercept (ETN) plus methotrexate (MTX) in LA patients with moderate to severe MTX-resistant RA. We report data from the group of patients who received ETN 50 mg/week plus MTX (ETN + MTX, n = 281) in a clinical trial consisting of an initial 24-week open-label phase, followed by a 104-week extension. Remission was defined as 28-joint Disease Activity Score with erythrocyte sedimentation rate (DAS28-ESR) score < 2.6. Cutoff values to dichotomize baseline variables maximizing the detection of remission were obtained from Receiver Operator Curve analyses. Baseline dichotomized and categorical variables were analyzed altogether in a stepwise logistic regression model. Odds of attaining response at Weeks 24 and 128 were estimated for each significant predictor. RESULTS At Week 24 and Week 128, 27% (66/241) and 42% (91/219) of patients in the ETN + MTX group achieved remission. On average, patients achieving remission were younger and had lower baseline ESR, lower Physician Global Assessment (PGA) scores, lower total Health Assessment Questionnaire (HAQ) scores, and lower visual analog scale (VAS) Pain scores compared with patients who did not achieve remission. The best subset of baseline variables predicting Week 24 remission in the stepwise regression model were age ≤ 49 years (odds ratio [OR] 2.93), body mass index (BMI) > 28.5 kg/m2 (OR 3.24), disease duration > 3.7 years (OR 2.22), ESR ≤ 42 mm/h (OR 2.72), PGA ≤ 6 (OR 3.21), tender joint count ≤ 14 (OR 2.25), and total HAQ score ≤ 1.6 (OR 2.86). At Week 128, age ≤ 42 years (OR 2.21), SF-36 Mental Health Scale score > 39.6 (OR 2.16), White race (OR 4.07), > 18 swollen joints (OR 2.11), and VAS Pain ≤ 41 (OR 6.05) at baseline were the best subset of significant predictors of remission. CONCLUSIONS In LA patients with RA, younger age, higher BMI, longer disease duration, higher SF-36 Mental Health Scale score, higher swollen joint count, and overall lower disease activity predicted clinical response to ETN + MTX therapy. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT00848354.
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Affiliation(s)
- Maria de la Vega
- CEIM Investigaciones Médicas, Laprida 1307, Ciudad De Buenos Aires, 1425, Buenos Aires, Argentina.
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18
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Ishii N, Shimizu T, Ishiura Y, Amuro H, Nishizawa T, Tamaki T, Nomura S. A Single-Center Retrospective Observational Study Evaluating the Favorable Predictive Factors for the Disease Control Time of Treatment with Tocilizumab in Patients of Rheumatoid Arthritis. J Inflamm Res 2021; 14:3721-3728. [PMID: 34385832 PMCID: PMC8352638 DOI: 10.2147/jir.s323577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 07/27/2021] [Indexed: 11/23/2022] Open
Abstract
Background Tocilizumab (TCZ) is humanized monoclonal antibody against the interleukin-6 (IL-6) and receptor that has prominent efficacy for the treatment of rheumatoid arthritis (RA). We conducted a retrospective observational study to determine how long TCZ controls RA. Patients and Methods We retrospectively reviewed the medical records of RA patients treated with TCZ. The aim of this study was to evaluate the contribution of clinical parameters to disease control time (DCT) in RA patients. Results Overall, 144 patients were enrolled in the study. The median age of patients was 66 years (range: 34–85 years). In univariate analysis, DCT was significantly increased in patients who had never received previous biologic disease-modifying anti-rheumatic drugs treatment (P = 0.0064). We also analyzed the contribution of the base line value of C-reactive protein (CRP) to DCT. We divided the patients with RA into two groups according to a cutoff value of 1.000 mg/dl. The median control times were 77.5 months (95% confidence interval [CI]: 44.8–not reached to median) and 34.5 months (95% CI: 17.0–79.3) for patients with high and low CRP value, respectively. In univariate analysis, DCT was significantly increased in patients with a high CRP value (P = 0.0283). Multivariate analysis clearly revealed that a high baseline CRP value was an independent favorable predictive factor for longer DCT (hazard ratio, 0.608, 95% CI: 0.378–0.981, P = 0.0416). Conclusion These data clearly demonstrate that the baseline value of CRP was closely associated with long time DCT in patients of RA treated with TCZ.
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Affiliation(s)
- Nobuyasu Ishii
- First Department of Internal Medicine, Kansai Medical University, Moriguchi-City, Osaka, 570-8507, Japan
| | - Toshiki Shimizu
- First Department of Internal Medicine, Kansai Medical University, Moriguchi-City, Osaka, 570-8507, Japan
| | - Yoshihisa Ishiura
- First Department of Internal Medicine, Kansai Medical University, Moriguchi-City, Osaka, 570-8507, Japan
| | - Hideki Amuro
- First Department of Internal Medicine, Kansai Medical University, Moriguchi-City, Osaka, 570-8507, Japan
| | - Tohru Nishizawa
- First Department of Internal Medicine, Kansai Medical University, Moriguchi-City, Osaka, 570-8507, Japan
| | - Takeshi Tamaki
- First Department of Internal Medicine, Kansai Medical University, Moriguchi-City, Osaka, 570-8507, Japan
| | - Shosaku Nomura
- First Department of Internal Medicine, Kansai Medical University, Moriguchi-City, Osaka, 570-8507, Japan
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19
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Nakajima T, Watanabe R, Hashimoto M, Murata K, Murakami K, Tanaka M, Ito H, Yamamoto W, Kitagori K, Akizuki S, Nakashima R, Yoshifuji H, Ohmura K, Matsuda S, Morinobu A. Neutrophil count reduction 1 month after initiating tocilizumab can predict clinical remission within 1 year in rheumatoid arthritis patients. Rheumatol Int 2021; 42:1983-1991. [PMID: 34241658 DOI: 10.1007/s00296-021-04944-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 07/02/2021] [Indexed: 01/14/2023]
Abstract
Neutropenia is a common adverse event of tocilizumab (TCZ) in rheumatoid arthritis (RA) patients; however, the association between the decrease in neutrophil counts and the TCZ clinical efficacy remains inconclusive. This study aimed to examine whether TCZ-induced neutrophil decrease at 1 month predicts clinical remission within 1 year. We reviewed medical records of RA patients initiating TCZ between May 2011 and September 2019 in our hospital. The Clinical Disease Activity Index (CDAI) was evaluated at baseline (before initiating TCZ) and 1, 3, 6, and 12 months after administration. Clinical remission was defined when CDAI decreased ≤ 2.8. The ratio of neutrophil counts 1 month after initiating TCZ to those at baseline (neutrophil ratio) was also calculated. Among 255 TCZ-treated patients, 169 with valid CDAI and neutrophil counts were enrolled (with median age of 60 years and 79% females). Rheumatoid factor and anti-cyclic citrullinated peptide antibody were positive in 75% and 83%, respectively, and 56% of the patients had concomitant methotrexate (median dose: 8 mg/week). Multivariate logistic regression analysis suggested baseline CDAI (odds ratio (OR) 0.96, p = 0.045), concomitant PSL (OR 0.42, p = 0.030), and the neutrophil ratio (OR 0.19, p = 0.011) as predictors of CDAI remission. Neutrophil ratio ≤ 0.8 was associated with achieving remission (Fisher's exact test, p = 0.02) with no apparent increase of severe infection. More than 20% reduction of neutrophil count 1 month after initiating TCZ predicts clinical remission within 1 year at an early treatment phase.
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Affiliation(s)
- Tomoya Nakajima
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Ryu Watanabe
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.
| | - Motomu Hashimoto
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Koichi Murata
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.,Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kosaku Murakami
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Masao Tanaka
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Hiromu Ito
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.,Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Wataru Yamamoto
- Department of Advanced Medicine for Rheumatic Diseases, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.,Department of Health Information Management, Kurashiki Sweet Hospital, Okayama, Japan
| | - Koji Kitagori
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shuji Akizuki
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Ran Nakashima
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hajime Yoshifuji
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koichiro Ohmura
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shuichi Matsuda
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Akio Morinobu
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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20
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Mucke J, Brinks R, Dimitriou A, Richter JG, Schneider M. Treatment expectations as a possible prognostic factor for DMARD response in rheumatoid arthritis: a prospective cohort study. Ther Adv Musculoskelet Dis 2021; 13:1759720X211015829. [PMID: 34093746 PMCID: PMC8142018 DOI: 10.1177/1759720x211015829] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 04/19/2021] [Indexed: 12/24/2022] Open
Abstract
Background: The prediction of the individual’s response to disease modifying antirheumatic drugs (DMARDs) in rheumatoid arthritis (RA) is challenging and often limited. Here we evaluated the influence of patients’ expectations towards a change in treatment with DMARD on clinical outcome in RA. Methods: One hundred patients (74 female) with RA (2010 ACR/EULAR classification criteria) and an upcoming change in DMARD treatment due to non-response or adverse effects were included. Patients’ treatment beliefs, health-related quality of life and treatment expectations were measured using the Beliefs about Medicines Questionnaire (BMQ), the Short Form 36, and self-designed questions about expectations before treatment initiation (T0), and DAS28-CRP was calculated at T0 and after 4 months (T4). Associations between patients’ beliefs and expectations and changes in DAS28-CRP (T0 to T4, ΔDAS28-CRP) were explored by regression analyses after multiple imputation. Results: A total of 99 patients were included, of whom 84 completed all questionnaires. Thirty-six percent of all variability in treatment response (ΔDAS28-CRP) was explained by expectations assessed with the questionnaires and the C-reactive protein (CRP)-value at T0. Among these, the expected improvement rate, with 10.5%, as well as the CRP-value at T0, with 10.6%, had the greatest positive effect whereas the fear of adverse effects, with 11.4%, and the BMQ.concern scale, with 9.0%, had the greatest negative impact on ΔDAS28. Conclusion: Patients’ expectations towards newly induced DMARD therapies influence clinical response and may serve as possible explanatory factors for treatment response affecting subjective and objective outcome parameters. Clinical trial registration number: DRKS00017005
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Affiliation(s)
- Johanna Mucke
- Policlinic and Hiller Research Unit for Rheumatology, Heinrich-Heine-University, Moorenstrasse 5, Duesseldorf, 40225, Germany
| | - Ralph Brinks
- Policlinic and Hiller Research Unit for Rheumatology, Heinrich-Heine-University Duesseldorf, Germany
| | - Argyri Dimitriou
- Policlinic and Hiller Research Unit for Rheumatology, Heinrich-Heine-University Duesseldorf, Germany
| | - Jutta G Richter
- Policlinic and Hiller Research Unit for Rheumatology, Heinrich-Heine-University Duesseldorf, Germany
| | - Matthias Schneider
- Policlinic and Hiller Research Unit for Rheumatology, Heinrich-Heine-University Duesseldorf, Germany
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21
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Rönnelid J, Turesson C, Kastbom A. Autoantibodies in Rheumatoid Arthritis - Laboratory and Clinical Perspectives. Front Immunol 2021; 12:685312. [PMID: 34054878 PMCID: PMC8161594 DOI: 10.3389/fimmu.2021.685312] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 04/20/2021] [Indexed: 01/03/2023] Open
Abstract
Measurement of two groups of autoantibodies, rheumatoid factor (RF) and anti-citrullinated protein/peptide antibodies (ACPA) have gained increasing significance in the diagnosis and classification of rheumatoid arthritis (RA) over the last 65 years. Despite this rising importance of autoimmune serology in RA, there is a palpable lack of harmonization between different commercial RF and ACPA tests. While a minimal diagnostic specificity has been defined for RF tests, which almost always are related to an international reference preparation, neither of this applies to ACPA. Especially assays with low diagnostic specificity are associated with very low positive predictive values or post-test probabilities in real world settings. In this review we focus on issues of practical bearing for the clinical physician diagnosing patients who potentially have RA, or treating patients diagnosed with RA. We advocate that all clinically used assays for RF and ACPA should be aligned to a common diagnostic specificity of 98-99% compared to healthy controls. This high and rather narrow interval corresponds to the diagnostic specificity seen for many commercial ACPA tests, and represents a specificity that is higher than what is customary for most RF assays. Data on antibody occurrence harmonized in this way should be accompanied by test result-specific likelihood ratios for the target diagnosis RA on an ordinal or interval scale, which will provide the clinical physician with more granular and richer information than merely relating numerical values to a single cut-off point. As many physicians today are used to evaluate autoantibodies as positive or negative on a nominal scale, the introduction of test result-specific likelihood ratios will require a change in clinical mindset. We also discuss the use of autoantibodies to prognosticate future arthritis development in at-risk patients as well as predict severe disease course and outcome of pharmacological treatment.
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Affiliation(s)
- Johan Rönnelid
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden.,Department of Clinical Immunology and Transfusion Medicine, Uppsala University Hospital, Uppsala, Sweden
| | - Carl Turesson
- Rheumatology, Department of Clinical Sciences, Malmö, Lund University, Malmö, Sweden.,Department of Rheumatology, Skåne University Hospital, Malmö, Sweden
| | - Alf Kastbom
- Department of Rheumatology, Linköping University Hospital, Linköping, Sweden.,Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
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22
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Lin CT, Huang WN, Tsai WC, Chen JP, Hung WT, Hsieh TY, Chen HH, Hsieh CW, Lai KL, Tang KT, Tseng CW, Chen DY, Chen YH, Chen YM. Predictors of drug survival for biologic and targeted synthetic DMARDs in rheumatoid arthritis: Analysis from the TRA Clinical Electronic Registry. PLoS One 2021; 16:e0250877. [PMID: 33930048 PMCID: PMC8087098 DOI: 10.1371/journal.pone.0250877] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 04/15/2021] [Indexed: 01/04/2023] Open
Abstract
In this study we aimed to identify the predictors of drug survival for biologic and targeted synthetic DMARDs (bDMARDs and tsDMARDs) among patients with rheumatoid arthritis (RA) in a real-world setting. Data from RA patients receiving bDMARDs and tsDMARDs between 2007 and 2019 were extracted from the Taiwan Rheumatology Association Clinical Electronic Registry (TRACER). Patients were categorized into tumor necrosis factor-alpha (TNF-α) inhibitors, non-TNF-α inhibitors, and tofacitinib groups. The primary outcome was 3-year drug retention and the causes of bDMARDs and tsDMARDs discontinuation were recorded. Baseline demographic data before the initiation of bDMARDs and tsDMARDs treatment were analyzed to identify the predictors of 3-year drug survival. A total of 1,270 RA patients were recruited (TNF-α inhibitors: 584; non-TNF-α inhibitors: 535; tofacitinib: 151). The independent protective factors for 3-year drug survival were positive rheumatoid factor (RF) (HR: 0.48, 95% CI: 0.27–0.85, p = 0.013) and biologics-naïve RA (HR: 0.61, 95% CI: 0.39–0.94, p = 0.024). In contrast, positive anti-citrullinated protein antibody (ACPA) (HR: 2.24, 95% CI: 1.32–3.79, p = 0.003) and pre-existing latent tuberculosis (HR: 2.90, 95% CI: 2.06–4.09, p<0.001) were associated with drug discontinuation. RA patients treated with TNF-α inhibitors exhibited better drug retention, especially in the biologics-naïve subgroup (p = 0.037). TNF-α inhibitors were associated with lower cumulative incidence of discontinuation due to inefficacy and adverse events (both p<0.001). Baseline RF and ACPA positivity in abatacept-treated patients were associated with a better 3-year drug survival. However, negative ACPA levels predicted superior drug survival of TNF-α inhibitors and tofacitinib. In conclusion, bio-naïve status predicted better drug survival in TNF-α inhibitors-treated RA patients. RF and ACPA positivity predicted better abatacept drug survival. In contrast, ACPA negativity was associated with superior TNF-α inhibitors and tofacitinib survival.
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Affiliation(s)
- Ching-Tsai Lin
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wen-Nan Huang
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wen-Chan Tsai
- Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jun-Peng Chen
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wei-Ting Hung
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Medical Education, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Tsu-Yi Hsieh
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Medical Education, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Hsin-Hua Chen
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Rong Hsing Research Center for Translational Medicine & Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Chia-Wei Hsieh
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
- Rong Hsing Research Center for Translational Medicine & Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Kuo-Lung Lai
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Kuo-Tung Tang
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
- Rong Hsing Research Center for Translational Medicine & Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Chih-Wei Tseng
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Der-Yuan Chen
- Rheumatology and Immunology Center, China Medical University Hospital, Taichung, Taiwan
- School of Medicine, China Medical University, Taichung, Taiwan
| | - Yi-Hsin Chen
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- * E-mail: (YMC); (YHC)
| | - Yi-Ming Chen
- Division of Allergy, Immunology and Rheumatology, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Rong Hsing Research Center for Translational Medicine & Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan
- * E-mail: (YMC); (YHC)
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23
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The growing role of precision medicine for the treatment of autoimmune diseases; results of a systematic review of literature and Experts' Consensus. Autoimmun Rev 2020; 20:102738. [PMID: 33326854 DOI: 10.1016/j.autrev.2020.102738] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 09/22/2020] [Indexed: 02/07/2023]
Abstract
Autoimmune diseases (AIDs) share similar serological, clinical, and radiological findings, but, behind these common features, there are different pathogenic mechanisms, immune cells dysfunctions, and targeted organs. In this context, multiple lines of evidence suggest the application of precision medicine principles to AIDs to reduce the treatment failure. Precision medicine refers to the tailoring of therapeutic strategies to the individual characteristics of each patient, thus it could be a new approach for management of AIDS which considers individual variability in genes, environmental exposure, and lifestyle. Precision medicine would also assist physicians in choosing the right treatment, the best timing of administration, consequently trying to maximize drug efficacy, and, possibly, reducing adverse events. In this work, the growing body of evidence is summarized regarding the predictive factors for drug response in patients with AIDs, applying the precision medicine principles to provide high-quality evidence for therapeutic opportunities in improving the management of these patients.
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Nouri B, Nair N, Barton A. Predicting treatment response to IL6R blockers in rheumatoid arthritis. Rheumatology (Oxford) 2020; 59:3603-3610. [PMID: 32864695 PMCID: PMC7733712 DOI: 10.1093/rheumatology/keaa529] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 06/23/2020] [Accepted: 07/13/2020] [Indexed: 12/30/2022] Open
Abstract
Patients with severe, active RA who have not responded to conventional therapy may receive biological disease modifying anti-rheumatic drugs (bDMARDs). However, 40% of cases do not achieve complete disease control, resulting in a negative impact on patient quality of life and representing a waste of healthcare resources. Ongoing research seeks to establish biomarkers, which can be used to predict treatment response to biologics in RA to enable more targeted approaches to treatment. However, much of the work has focused on one class of biologic drug, the TNF inhibitors (TNFi). Here, we will review the current state of research to identify biomarkers predictive of response to the class of bDMARDs targeting the IL6R. While success has been limited thus far, serum drug and low ICAM1 levels have shown promise, with associations reported in independent studies. The challenges faced by researchers and lessons learned from studies of TNFi will be discussed.
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Affiliation(s)
- Bako Nouri
- Centre of Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester
| | - Nisha Nair
- Centre of Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester
| | - Anne Barton
- Centre of Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester
- NIHR Manchester Musculoskeletal BRU, Central Manchester Foundation Trust, Manchester Academic Health Sciences Centre, Manchester, UK
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25
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Narváez J, Oton T, LLuch J, Mora-Limiñana M, Nolla JM, Loza E. Response to interleukin-6 receptor antagonists in patients with rheumatoid arthritis is independent of the number of prior used TNF inhibitors: A systematic review and metaanalysis. Joint Bone Spine 2020; 88:105112. [PMID: 33276135 DOI: 10.1016/j.jbspin.2020.105112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Accepted: 11/05/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To investigate whether early response to tocilizumab (TCZ) and sarilumab (SAR) therapy in patients with active rheumatoid arthritis (RA) is influenced by previous use of biologic agents. METHODS We performed a systematic literature review and a meta-analysis of original studies that analyzed the effectiveness of TCZ or SRL in subgroups of RA patients, including biologic-naïve patients versus those with inadequate response to at least one biologic DMARD (bDMARD), and patients with failure to 1 versus≥2 bDMARDs. RESULTS The study selection process finally included 17 articles corresponding to 14 studies, including 7 randomized controlled trials (RCTs). Although the existing literature that compared the response in biologic-naïve patients versus those with inadequate response to at least one bDMARD showed conflicting results, meta-analysis of 6 published studies revealed a significantly higher likelihood of remission (RR=1.3; 95% CI: 1.2-1.5) and low activity disease (RR=1.3; 95% CI: 1.2-1.4) in the biologic-naïve group at week 24. However, differences between groups were not clinically meaningful in all studies and not always maintained after 6 to 12months of treatment. In addition, data from RCT RADIATE and TARGET suggest that the response to IL-6 pathway inhibitors seems to be similar, regardless of the number of tumor necrosis factor inhibitors (TNFis) previously tested. CONCLUSION Disease activity was more rapidly reduced in the early stages of treatment in biologic-naïve patients. However, near similar efficacy can be expected in patients who experienced a failure of at least one bDMARD (mainly TNFis) beyond the first 6 to 12months of treatment, suggesting that the response occurs independently of the number of prior TNFis.
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Affiliation(s)
- Javier Narváez
- Department of Rheumatology (Planta 10-2), Hospital Universitario de Bellvitge, Feixa Llarga, s/n, Hospitalet de Llobregat, Barcelona 08907, Spain.
| | - Teresa Oton
- Instituto de Salud Musculoesquelética (InMusc), Madrid, Spain
| | - Judit LLuch
- Department of Rheumatology (Planta 10-2), Hospital Universitario de Bellvitge, Feixa Llarga, s/n, Hospitalet de Llobregat, Barcelona 08907, Spain
| | - Maribel Mora-Limiñana
- Department of Rheumatology (Planta 10-2), Hospital Universitario de Bellvitge, Feixa Llarga, s/n, Hospitalet de Llobregat, Barcelona 08907, Spain
| | - Joan Miquel Nolla
- Department of Rheumatology (Planta 10-2), Hospital Universitario de Bellvitge, Feixa Llarga, s/n, Hospitalet de Llobregat, Barcelona 08907, Spain
| | - Estíbaliz Loza
- Instituto de Salud Musculoesquelética (InMusc), Madrid, Spain
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26
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Drug-resistance in rheumatoid arthritis: the role of p53 gene mutations, ABC family transporters and personal factors. Curr Opin Pharmacol 2020; 54:59-71. [PMID: 32942096 DOI: 10.1016/j.coph.2020.08.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/03/2020] [Accepted: 08/04/2020] [Indexed: 12/15/2022]
Abstract
Rheumatoid arthritis (RA) is an autoimmune disease that is associated with chronic inflammation in joints, which contribute to synovial membrane hyperplasia and cartilage damage. Conventional disease-modifying antirheumatic drugs (DMARDs), such as methotrexate (MTX) and leflunomide (LEF), are the common RA therapy to reduce inflammation and disease progression. Recently, drug-resistance in RA with conventional treatment has become an issue. Mutations in p53 tumor suppressor gene and overexpression of ABCB1/MDR-1/P-gp transporters may contribute to antirheumatic drug-resistance in RA. Biologic DMARDs (bDMARDs) are often prescribed, when conventional DMARDs fail to treat RA, by targeting proinflammatory mediators such as tumor necrosis factor-α (TNF-α) and interleukin (IL)-6. The efficacy of bDMARDs is affected by personal factors, for example, age, smoking, body mass index (BMI), immunogenicity, and genetic polymorphisms. This review highlights the role of p53 gene mutations, ABC family transporters and personal factors in antirheumatic drug-resistance, which may lead to new personalized therapies against RA with an increased drug-sensitivity.
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Inoue M, Kanda H, Tateishi S, Fujio K. Evaluation of Response Criteria in Rheumatoid Arthritis Treated With Biologic Disease‐Modifying Antirheumatic Drugs. Arthritis Care Res (Hoboken) 2020; 72:942-949. [DOI: 10.1002/acr.23914] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Accepted: 04/30/2019] [Indexed: 11/08/2022]
Affiliation(s)
- Mariko Inoue
- Graduate School of MedicineThe University of Tokyo Tokyo Japan
| | - Hiroko Kanda
- Graduate School of MedicineThe University of Tokyo Tokyo Japan
| | - Shoko Tateishi
- Graduate School of MedicineThe University of Tokyo Tokyo Japan
| | - Keishi Fujio
- Graduate School of MedicineThe University of Tokyo Tokyo Japan
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Lohse A, Klopfenstein T, Balblanc JC, Royer PY, Bossert M, Gendrin V, Charpentier A, Bozgan AM, Badie J, Bourgoin C, Contreras R, Mazurier I, Conrozier T, Zayet S. Predictive factors of mortality in patients treated with tocilizumab for acute respiratory distress syndrome related to coronavirus disease 2019 (COVID-19). Microbes Infect 2020; 22:500-503. [PMID: 32574789 PMCID: PMC7305501 DOI: 10.1016/j.micinf.2020.06.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 06/18/2020] [Accepted: 06/18/2020] [Indexed: 12/15/2022]
Abstract
COVID-19 patients (n = 34) suffering from ARDS were treated with tocilizumab (TCZ). Outcome was classified in two groups: “Death” and “Recovery”. Predictive factors of mortality were studied. Mean age was 75.3, mean oxygen (O2) requirements 10.4 l/min. At baseline, all patients had multiple biological abnormalities (lymphopenia, increased CRP, ferritin, fibrinogen, D-dimer and liver enzymes). 24 patients (70.5%) recovered after TCZ therapy and 10 died (29.5%). Deceased subjects differed from patients in whom treatment was effective with regard to more pronounced lymphopenia (0.6 vs 1.0 G/l; p = 0.037), lower platelet number (156 vs 314 G/l; p = 0.0001), lower fibrinogen serum level (0.6 vs 1.0 G/l; p = 0.03), higher aspartate-amino-transferase (108 vs 57 UI/l; p = 0.05) and greater O2 requirements (11 vs 8 l/min; p = 0.003).
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Affiliation(s)
- Anne Lohse
- Department of Rheumatology, Nord Franche-Comté Hospital, Belfort, France
| | | | | | - Pierre-Yves Royer
- Department of Infectious Diseases, Nord Franche-Comté Hospital, Belfort, France
| | - Marie Bossert
- Department of Rheumatology, Nord Franche-Comté Hospital, Belfort, France
| | - Vincent Gendrin
- Department of Infectious Diseases, Nord Franche-Comté Hospital, Belfort, France
| | - Aline Charpentier
- Department of Rheumatology, Nord Franche-Comté Hospital, Belfort, France
| | - Ana-Maria Bozgan
- Department of Rheumatology, Nord Franche-Comté Hospital, Belfort, France
| | - Julio Badie
- Intensive Care Unit, Nord Franche-Comté Hospital, Belfort, France; Clinical Research Unit, Nord Franche-Comté Hospital, Belfort, France
| | | | - Remy Contreras
- Department of Pharmacology, Nord Franche-Comté Hospital, Belfort, France
| | | | - Thierry Conrozier
- Department of Rheumatology, Nord Franche-Comté Hospital, Belfort, France; Clinical Research Unit, Nord Franche-Comté Hospital, Belfort, France
| | - Souheil Zayet
- Department of Infectious Diseases, Nord Franche-Comté Hospital, Belfort, France.
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Genovese MC, Fleischmann R, Kivitz A, Lee EB, van Hoogstraten H, Kimura T, St John G, Mangan EK, Burmester GR. Efficacy and safety of sarilumab in combination with csDMARDs or as monotherapy in subpopulations of patients with moderately to severely active rheumatoid arthritis in three phase III randomized, controlled studies. Arthritis Res Ther 2020; 22:139. [PMID: 32522251 PMCID: PMC7288435 DOI: 10.1186/s13075-020-02194-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 04/22/2020] [Indexed: 12/17/2022] Open
Abstract
Background The interleukin-6 receptor inhibitor sarilumab demonstrated efficacy in combination with conventional synthetic disease-modifying antirheumatic drugs (csDMARDs) or as monotherapy in patients with moderately to severely active rheumatoid arthritis (RA) with an inadequate response (IR) or intolerant (INT) to methotrexate (MTX) or tumour necrosis factor (TNF)-α inhibitors. This analysis investigated the efficacy and safety of sarilumab in patient subgroups. Methods Data were included from phase III studies: two placebo-controlled studies of subcutaneous sarilumab 150/200 mg every 2 weeks (q2w) either + MTX in MTX-IR patients (52 weeks) or + csDMARDs in TNF-IR/INT patients (24 weeks), and a monotherapy study of sarilumab 200 mg q2w vs. adalimumab 40 mg q2w in MTX-IR/INT patients (24 weeks). Prespecified and post hoc subgroups included patient demographics, disease characteristics, and prior treatments. Prespecified and post hoc endpoints included clinical, radiographic, and physical function measures, and p values are considered nominal. Safety was assessed during double-blind treatment. Results The superiority of sarilumab (either as monotherapy vs. adalimumab or in combination with csDMARDs vs. placebo + csDMARDs) across clinical endpoints was generally consistent across subgroups defined by patient demographics, disease characteristics, and prior treatments, demonstrating the benefit of sarilumab treatment for a wide range of patient types. Interaction p values of < 0.05 were consistently observed across studies only for baseline anti-cyclic citrullinated peptide antibody (ACPA) status for American College of Rheumatology 20% response, but not American College of Rheumatology 50% or 70% response. Adverse events and worsening laboratory parameters occurred more frequently in sarilumab-treated vs. placebo-treated patients and were more frequent in the small number of patients ≥ 65 years (n = 289) vs. patients < 65 years (n = 1819). Serious infections occurred in six patients aged ≥ 65 years receiving sarilumab, although the incidence of serious infections was generally higher in patients aged ≥ 65 years regardless of treatment. Conclusions Apart from ACPA status, there were no consistent signals indicating differential effects of sarilumab in any of the subpopulations assessed. Sarilumab demonstrated consistent efficacy and safety across a wide range of patients with RA. Trial registration ClinicalTrials.gov NCT01061736, registered on February 03, 2010; ClinicalTrials.gov NCT01709578, registered on October 18, 2012; ClinicalTrials.gov NCT02332590, registered on January 07, 2015
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Affiliation(s)
- Mark C Genovese
- Division of Immunology and Rheumatology, Stanford University School of Medicine, Palo Alto, CA, USA.
| | - Roy Fleischmann
- University of Texas Southwestern and Metroplex Clinical Research Center, Dallas, TX, USA
| | - Alan Kivitz
- Altoona Center for Clinical Research, Duncansville, PA, USA
| | - Eun-Bong Lee
- Seoul National University College of Medicine, Seoul, South Korea
| | | | | | | | | | - Gerd R Burmester
- Charité-University Medicine Berlin, Free University and Humboldt University Berlin, Berlin, Germany
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Hirabayashi Y. Tocilizumab, an anti-interleukin-6 receptor antibody, efficiently ameliorates persistent joint inflammation in rheumatoid arthritis. Mod Rheumatol 2020; 31:70-79. [PMID: 32342712 DOI: 10.1080/14397595.2020.1761078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVES To assess the efficacy of tocilizumab (TCZ) in the treatment of persistent arthritis in patients with rheumatoid arthritis (RA). METHODS The response to TCZ was evaluated in 304 patients with RA. TCZ treatment was completed after no fewer than 168 consecutive days between 28 May 2008 and 31 July 2019. Efficacy was evaluated using the DAS28-ESR and EULAR response criteria. RESULTS The mean DAS28-ESR decreased from 4.5 at baseline to 2.0 and 1.5, at 2 months and 1 year after treatment initiation, respectively, and was below 1.5 at 10 years. The retention rate within 1 year was 92.3%. TCZ re-administration to 74 patients with relapsed RA after TCZ withdrawal was also effective. The mean DAS28-ESR decreased from 4.4 at baseline to 1.8 and 1.6 at 2 months and 1 year after retreatment initiation, respectively. The mean swollen joint count decreased from 4.1 in initial TCZ administration and 2.8 in re-administration at baseline to 0.8 and 0.4 at 2 months, respectively. In all patients, good or moderate responses were achieved at least once within 12 months in both initial TCZ administration and re-administration. CONCLUSION TCZ efficiently ameliorated persistent arthritis in RA, regardless of initial administration and re-administration.
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Mekhail C, Chouk M, Prati C, Wendling D, Verhoeven F. Prognostic factors of good response to DMARDs in psoriatic arthritis: a narrative review. Expert Rev Clin Pharmacol 2020; 13:505-519. [PMID: 32306777 DOI: 10.1080/17512433.2020.1758556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
INTRODUCTION The management of Psoriatic arthritis (PsA) has evolved in the last decade with a significant increase in treatment options making the choice for clinicians difficult. Thus, the different factors of good prognosis for each treatment are presented in this review. AREAS COVERED Current available treatment and assessment tools for the response of treatment are presented. A systematic review of the literature, on Pubmed, Medline and Cochrane databases and abstracts from the last three EULAR and ACR annual conferences was performed. Factors associated with a good response to csDMARDs, tsDMARDs and bDMARDs are presented. EXPERT OPINION Dactylitis and axial involvement are associated with a poor response to methotrexate. Leflunomide has shown better efficacy in the presence of established polyarticular involvement. TNF inhibitors are to be preferred in young men with an elevated CRP while obesity, high disease activity and long disease duration are factors associated with poor response. Apremilast and ustekinumab are more effective in mono and oligo articular disease. Abatacept is more effective in patients with high CRP, high disease activity and polyarticular involvement. Finally, there are no available data with the anti IL17 These factors are some arguments to help clinicians, but comparative study are needed to conclude.
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Affiliation(s)
| | - Mickaël Chouk
- Department of Rheumatology, CHRU Besançon , Besançon, France
| | - Clément Prati
- Department of Rheumatology, CHRU Besançon , Besançon, France.,EA 4267: "PEPITE", FHU Increase, Université Bourgogne - Franche Comte , Besançon, France
| | - Daniel Wendling
- Department of Rheumatology, CHRU Besançon , Besançon, France.,EA 4266: "EPILAB", Université Bourgogne - Franche Comte , Besançon, France
| | - Frank Verhoeven
- Department of Rheumatology, CHRU Besançon , Besançon, France.,EA 4267: "PEPITE", FHU Increase, Université Bourgogne - Franche Comte , Besançon, France
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Cordero-Alfaro M, León-Céspedes C, Ramos-Esquivel A. Effectiveness of intravenous tocilizumab in routine clinical practice in a cohort of Costa Rican patients with rheumatoid arthritis. ACTA ACUST UNITED AC 2020; 17:329-334. [PMID: 32057667 DOI: 10.1016/j.reuma.2019.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2019] [Revised: 09/19/2019] [Accepted: 11/02/2019] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To determine the effectiveness and the incidence of severe adverse events in a cohort of Costa Rican patients with Rheumatoid Arthritis (RA) treated with intravenous (IV) tocilizumab (TCZ). PATIENTS AND METHODS A retrospective analysis was carried out in 45 patients that were unresponsive to disease-modifying antirheumatic drugs (DMARDs). The study included patients who received IV TCZ every 4 weeks (4mg/kg) along with methotrexate or leflunomide. Effectiveness was measured through the incidence of clinical remission according to a disease activity score - erythrocyte sedimentation rate (DAS28-ESR) less than 2.6. Safety was assessed by the incidence rate of serious adverse events. An univariate and multivariate logistic regression analysis was performed to assess the association of potential variables with the probability of achieving remission during the first 3 months of TCZ therapy. RESULTS During the 3rd month of TCZ therapy, a total of 22 patients (48.9%; 95% Confidence Interval (CI) 34.3-63.5%) achieved remission. The cumulative incidence of patients with remission at month 12 was 75.0% (n=34) (95% CI: 62.3-87.6%). A total of 18 patients (40%; 95% CI: 25.7-54.3%) were switched to a 8mg/kg dose due to the absence of remission. The incidence rate of serious adverse events was .98 per 100 patients/year, all of them due to infectious diseases with no fatal events reported. Only basal DAS28-ESR was associated with the probability of achieving remission at month 3. CONCLUSIONS IV TCZ (4mg/kg) is an effective and safe treatment for RA patients in a clinical setting in Costa Rica.
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Alemao E, Bao Y, Weinblatt ME, Shadick N. Association of Seropositivity and Mortality in Rheumatoid Arthritis and the Impact of Treatment With Disease-Modifying Antirheumatic Drugs: Results From a Real-World Study. Arthritis Care Res (Hoboken) 2020; 72:176-183. [PMID: 31529682 PMCID: PMC9328665 DOI: 10.1002/acr.24071] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 09/10/2019] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Seropositivity for anti-citrullinated protein antibody (ACPA)/rheumatoid factor (RF) in rheumatoid arthritis (RA) is associated with increased overall mortality; however, the association between antibody titers and mortality is not well established. Investigating relationships between antibody titers and mortality may clarify their role in RA pathogenesis. This study was undertaken to evaluate the association of antibody titers with mortality and its modification by disease-modifying antirheumatic drugs (DMARDs). METHODS Eligible patients with established RA were identified through administrative claims data linked to laboratory results (2005-2016). Patients were categorized by positivity status for ACPA, RF, or both. Patients were further divided into groups by autoantibody titers. DMARD-exposed patients were categorized into biologic DMARD (bDMARD) and conventional DMARD (cDMARD) subcohorts. Crude mortality rates/1,000 patient-years and Kaplan-Meier curves were compared between antibody categories. Adjusted Cox proportional hazards regression and sensitivity (propensity-matched patients) analyses were conducted. RESULTS Overall, 53,849 and 79,926 patients had evaluable ACPA and RF status, respectively. For both autoantibodies, mortality rates were significantly higher in seropositive versus seronegative patients (risk increase of 48.0% and 44.0% in ACPA- and RF-positive patients, respectively; P < 0.001 each). Mortality rates were greatest in patients with higher versus lower autoantibody titers (ACPA hazard ratio [HR] 1.60 [95% confidence interval (95% CI]) 1.45-1.76]; RF HR 1.78 [95% CI 1.66-1.91]). In cDMARD-exposed patients, HRs were higher in seropositive versus seronegative cohorts; in bDMARD-exposed patients, there was no difference in mortality by serostatus. CONCLUSION Elevated ACPA/RF titers were independently associated with increased mortality among patients with RA and persisted in patients treated with cDMARDs but not with bDMARDs.
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Affiliation(s)
- Evo Alemao
- Bristol-Myers Squibb, Princeton, New Jersey
| | - Ying Bao
- Bristol-Myers Squibb, Princeton, New Jersey
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Nakajima A, Terayama K, Sonobe M, Aoki Y, Takahashi H, Akatsu Y, Saito J, Taniguchi S, Yamada M, Kubota A, Nakagawa K. Serum levels of reactive oxygen metabolites at 12 weeks during tocilizumab therapy are predictive of 52 weeks-disease activity score-remission in patients with rheumatoid arthritis. BMC Rheumatol 2019; 3:48. [PMID: 31891116 PMCID: PMC6912997 DOI: 10.1186/s41927-019-0096-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 10/10/2019] [Indexed: 12/03/2022] Open
Abstract
Background To verify whether serum levels of reactive oxygen metabolites (ROM) are predictive of future clinical remission in patients with rheumatoid arthritis (RA) receiving tocilizumab (TCZ) therapy. Methods A total of 46 patients with RA receiving TCZ therapy were enrolled in this study. Patients were divided into remission and non-remission groups based on disease activity score 28 (DAS28)-erythrocyte sedimentation rate (ESR) or clinical disease activity index (CDAI) at 52 weeks. Associations between serum levels of ROM, C-reactive protein (CRP), and matrix metalloproteinase-3 (MMP-3) at 4 and 12 weeks and the remission by DAS28-ESR and CDAI at 52 weeks were investigated. Results There were no significant differences in CRP and MMP-3 between DAS- or CDAI-remission and non-remission groups at 12 weeks. However, ROM in DAS-remission group were significantly lower than those in the non-remission group. For ROM, the area under the curve of the receiver operating characteristic curve was 0.735 and the cut-off value that distinguished DAS-remission group from non-remission group was 305.5 U. Carr (sensitivity: 70.0%, specificity: 72.2%). A multivariate logistic regression analysis revealed that ROM at 12 weeks was associated with DAS-remission at 52 weeks (odds ratio: 6.067, 95% confidence interval: 1.305–28.203). Conclusion Serum levels of ROM at 12 weeks during TCZ therapy may be predictive of DAS-remission at 52 weeks in patients with RA.
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Yamashita M, Kobayashi T, Ito S, Kaneko C, Murasawa A, Ishikawa H, Tabeta K. The periodontal inflamed surface area is associated with the clinical response to biological disease-modifying antirheumatic drugs in rheumatoid arthritis: a retrospective study. Mod Rheumatol 2019; 30:990-996. [PMID: 31612755 DOI: 10.1080/14397595.2019.1680100] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Objectives: We evaluated whether the periodontal inflamed surface area (PISA), a measure of the inflammatory burden posed by periodontitis, is associated with the clinical response to biological disease-modifying antirheumatic drugs (bDMARDs) in patients with rheumatoid arthritis (RA).Methods: We conducted a retrospective study that collected rheumatologic and periodontal data from 54 patients with RA who had received corticosteroid, conventional synthetic DMARDs, or non-steroidal anti-inflammatory drugs before (baseline) and after 6 months of bDMARD therapy. After the patients were divided into two groups based on high or low PISA according to the median measurements at baseline, the rheumatologic condition was compared between the groups.Results: The patients with a low PISA showed significantly lower values for the Clinical Disease Activity Index (CDAI) (p = .008), swollen joint count (p = .02), and patient's and evaluator's global assessment (p = .01 and p = .03) and significantly greater decreases in changes in the CDAI from baseline to 6 months than the patients with a high PISA (p = .01), although these values were comparable at baseline. Both univariate and multivariate analyses revealed a significantly positive correlation between the baseline PISA and changes in the CDAI (p = .04 and p < .001).Conclusion: The PISA is associated with the clinical response to bDMARDs in patients with RA.
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Affiliation(s)
- Moe Yamashita
- Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Tetsuo Kobayashi
- Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan.,General Dentistry and Clinical Education Unit, Niigata University Medical and Dental Hospital, Niigata, Japan
| | - Satoshi Ito
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Niigata, Japan
| | - Chihiro Kaneko
- Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Akira Murasawa
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Niigata, Japan
| | - Hajime Ishikawa
- Department of Rheumatology, Niigata Rheumatic Center, Shibata, Niigata, Japan
| | - Koichi Tabeta
- Division of Periodontology, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
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Steffen U, Schett G, Bozec A. How Autoantibodies Regulate Osteoclast Induced Bone Loss in Rheumatoid Arthritis. Front Immunol 2019; 10:1483. [PMID: 31333647 PMCID: PMC6619397 DOI: 10.3389/fimmu.2019.01483] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 06/13/2019] [Indexed: 12/29/2022] Open
Abstract
Rheumatoid arthritis (RA) is a chronic inflammatory disease, characterized by autoimmunity that triggers joint inflammation and tissue destruction. Traditional concepts of RA pathogenesis have strongly been focused on inflammation. However, more recent evidence suggests that autoimmunity per se modulates the disease and in particular bone destruction during the course of RA. RA-associated bone loss is caused by increased osteoclast differentiation and activity leading to rapid bone resorption. Autoimmunity in RA is based on autoantibodies such as rheumatoid factor (RF) and autoantibodies against citrullinated proteins (ACPA). These autoantibodies exert effector functions on immune cells and on bone resorbing osteoclasts, thereby facilitating bone loss. This review summarizes potential pathways involved in increased destruction of bone tissue in RA, particularly focusing on the direct and indirect actions of autoantibodies on osteoclast generation and function.
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Affiliation(s)
- Ulrike Steffen
- Department of Internal Medicine 3, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Georg Schett
- Department of Internal Medicine 3, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Aline Bozec
- Department of Internal Medicine 3, University of Erlangen-Nuremberg, Erlangen, Germany
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Baek HJ, Lim MJ, Park W, Park SH, Shim SC, Yoo DH, Kim HA, Lee SK, Lee YJ, Park YE, Cha HS, Song YW. Efficacy and safety of tocilizumab in Korean patients with active rheumatoid arthritis. Korean J Intern Med 2019; 34:917-931. [PMID: 29334721 PMCID: PMC6610180 DOI: 10.3904/kjim.2017.159] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Accepted: 07/11/2017] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND/AIMS To investigate the efficacy and safety of tocilizumab (TCZ) humanized anti-interleukin-6 receptor monoclonal antibody, in Korean patients with active rheumatoid arthritis (RA) refractory to conventional disease modifying anti-rheumatic drugs (DMARDs) including methotrexate (MTX). METHODS The main study was a 24-week, randomized, double-blind, controlled trial that was followed by a 48-week, open-labeled, extension phase. TCZ (8 mg/kg) or placebo was intravenously administered every 4 weeks. RESULTS Those treated with TCZ showed more favorable outcomes in terms of 20% according to the American College of Rheumatology response criteria (ACR20) and ACR50 responses, individual parameters of ACR core set, disease activity score in 28 joints (DAS28) remission, and European League Against Rheumatism (EULAR) response at week 24. These improvements were maintained or increased during the extension period. DAS28 remission at week 72 was associated with EULAR good response at week 12. The patients who experienced any adverse event (AE) were more frequent in the TCZ group compared to the placebo group. Most AEs were mild or moderate in intensity, although TCZ therapy had possible AEs including serious infection, abnormal liver function, and atherogenic lipid profile. CONCLUSION TCZ infusion add-on is highly efficacious and well-tolerated in Korean patients with active RA refractory to conventional DMARDs including MTX. EULAR good response at week 12 could predict DAS28 remission at week 72.
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Affiliation(s)
- Han Joo Baek
- Division of Rheumatology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Mie Jin Lim
- Division of Rheumatology, Department of Internal Medicine, Inha University Hospital, Incheon, Korea
| | - Won Park
- Division of Rheumatology, Department of Internal Medicine, Inha University Hospital, Incheon, Korea
| | - Sung Hwan Park
- Division of Rheumatology, Department of Internal Medicine, College of Medicine, Seoul St. Mary’s Hospital, The Catholic University of Korea, Seoul, Korea
| | - Seung-Cheol Shim
- Division of Rheumatology, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Korea
| | - Dae-Hyun Yoo
- Division of Rheumatology, Department of Internal Medicine, Hanyang University Seoul Hospital, Seoul, Korea
| | - Hyun Ah Kim
- Division of Rheumatology, Department of Internal Medicine, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Soo Kon Lee
- Division of Rheumatology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Yun Jong Lee
- Division of Rheumatology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Young Eun Park
- Division of Rheumatology, Department of Internal Medicine, Pusan National University Hospital, Busan, Korea
| | - Hoon-Suk Cha
- Division of Rheumatology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yeong-Wook Song
- Division of Rheumatology, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Korea
- Medical Research Center, Seoul National University College of Medicine, Seoul, Korea
- Correspondence to Yeong-Wook Song, M.D. Division of Rheumatology, Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea Tel: +82-2-2072-2234 Fax: +82-2-762-9662 E-mail:
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Kato M, Kaneko Y, Tanaka Y, Inoo M, Kobayashi-Haraoka H, Amano K, Miyata M, Murakawa Y, Yasuoka H, Hirata S, Nagasawa H, Tanaka E, Miyasaka N, Yamanaka H, Yamamoto K, Yokota I, Atsumi T, Takeuchi T. Predictive value of serum amyloid a levels for requirement of concomitant methotrexate in tocilizumab initiation: A post hoc analysis of the SURPRISE study. Mod Rheumatol 2019; 30:442-449. [DOI: 10.1080/14397595.2019.1621026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Masaru Kato
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Yuko Kaneko
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Yoshiya Tanaka
- The First Department of Internal Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Masayuki Inoo
- Department of Internal Medicine, Utazu Hospital, Ehime, Japan
| | | | - Koichi Amano
- Department of Rheumatology and Clinical Immunology, Saitama Medical Center, Saitama Medical University, Kawagoe, Japan
| | - Masayuki Miyata
- Department of Internal Medicine, Fukushima Red Cross Hospital, Fukushima, Japan
| | - Yohko Murakawa
- Department of Rheumatology, Shimane University Faculty of Medicine, Izumo, Japan
| | - Hidekata Yasuoka
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Shintaro Hirata
- Department of Clinical Immunology and Rheumatology, Hiroshima University Hospital, Hiroshima, Japan
| | - Hayato Nagasawa
- Department of Rheumatology and Clinical Immunology, Saitama Medical Center, Saitama Medical University, Kawagoe, Japan
| | - Eiichi Tanaka
- Institute of Rheumatology, Tokyo Women's Medical University, Tokyo, Japan
| | - Nobuyuki Miyasaka
- Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hisashi Yamanaka
- Institute of Rheumatology, Tokyo Women's Medical University, Tokyo, Japan
| | - Kazuhiko Yamamoto
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Isao Yokota
- Department of Biostatistics, Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Tatsuya Atsumi
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Tsutomu Takeuchi
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
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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: 14] [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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Brown S, Everett CC, Naraghi K, Davies C, Dawkins B, Hulme C, McCabe C, Pavitt S, Emery P, Sharples L, Buch MH. Alternative tumour necrosis factor inhibitors (TNFi) or abatacept or rituximab following failure of initial TNFi in rheumatoid arthritis: the SWITCH RCT. Health Technol Assess 2019; 22:1-280. [PMID: 29900829 DOI: 10.3310/hta22340] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA), the most common autoimmune disease in the UK, is a chronic systemic inflammatory arthritis that affects 0.8% of the UK population. OBJECTIVES To determine whether or not an alternative class of biologic disease-modifying antirheumatic drugs (bDMARDs) are comparable to rituximab in terms of efficacy and safety outcomes in patients with RA in whom initial tumour necrosis factor inhibitor (TNFi) bDMARD and methotrexate (MTX) therapy failed because of inefficacy. DESIGN Multicentre, Phase III, open-label, parallel-group, three-arm, non-inferiority randomised controlled trial comparing the clinical and cost-effectiveness of alternative TNFi and abatacept with that of rituximab (and background MTX therapy). Eligible consenting patients were randomised in a 1 : 1 : 1 ratio using minimisation incorporating a random element. Minimisation factors were centre, disease duration, non-response category and seropositive/seronegative status. SETTING UK outpatient rheumatology departments. PARTICIPANTS Patients aged ≥ 18 years who were diagnosed with RA and were receiving MTX, but had not responded to two or more conventional synthetic disease-modifying antirheumatic drug therapies and had shown an inadequate treatment response to a first TNFi. INTERVENTIONS Alternative TNFi, abatacept or rituximab (and continued background MTX). MAIN OUTCOME MEASURES The primary outcome was absolute reduction in the Disease Activity Score of 28 joints (DAS28) at 24 weeks post randomisation. Secondary outcome measures over 48 weeks were additional measures of disease activity, quality of life, cost-effectiveness, radiographic measures, safety and toxicity. LIMITATIONS Owing to third-party contractual issues, commissioning challenges delaying centre set-up and thus slower than expected recruitment, the funders terminated the trial early. RESULTS Between July 2012 and December 2014, 149 patients in 35 centres were registered, of whom 122 were randomised to treatment (alternative TNFi, n = 41; abatacept, n = 41; rituximab, n = 40). The numbers, as specified, were analysed in each group [in line with the intention-to-treat (ITT) principle]. Comparing alternative TNFi with rituximab, the difference in mean reduction in DAS28 at 24 weeks post randomisation was 0.3 [95% confidence interval (CI) -0.45 to 1.05] in the ITT patient population and -0.58 (95% CI -1.72 to 0.55) in the per protocol (PP) population. Corresponding results for the abatacept and rituximab comparison were 0.04 (95% CI -0.72 to 0.79) in the ITT population and -0.15 (95% CI -1.27 to 0.98) in the PP population. General improvement in the Health Assessment Questionnaire Disability Index, Rheumatoid Arthritis Quality of Life and the patients' general health was apparent over time, with no notable differences between treatment groups. There was a marked initial improvement in the patients' global assessment of pain and arthritis at 12 weeks across all three treatment groups. Switching to alternative TNFi may be cost-effective compared with rituximab [incremental cost-effectiveness ratio (ICER) £5332.02 per quality-adjusted life-year gained]; however, switching to abatacept compared with switching to alternative TNFi is unlikely to be cost-effective (ICER £253,967.96), but there was substantial uncertainty in the decisions. The value of information analysis indicated that further research would be highly valuable to the NHS. Ten serious adverse events in nine patients were reported; none were suspected unexpected serious adverse reactions. Two patients died and 10 experienced toxicity. FUTURE WORK The results will add to the randomised evidence base and could be included in future meta-analyses. CONCLUSIONS How to manage first-line TNFi treatment failures remains unresolved. Had the trial recruited to target, more credible evidence on whether or not either of the interventions were non-inferior to rituximab may have been provided, although this remains speculative. TRIAL REGISTRATION Current Controlled Trials ISRCTN89222125 and ClinicalTrials.gov NCT01295151. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 22, No. 34. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Sarah Brown
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Colin C Everett
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Kamran Naraghi
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Claire Davies
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Bryony Dawkins
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Claire Hulme
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Christopher McCabe
- Department of Emergency Medicine, University of Alberta, Edmonton, AB, Canada
| | - Sue Pavitt
- Dental Translational and Clinical Research Unit, University of Leeds, Leeds, UK
| | - Paul Emery
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK.,National Institute for Health Research Leeds Musculoskeletal Biomedical Research Unit, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Linda Sharples
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Maya H Buch
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK.,National Institute for Health Research Leeds Musculoskeletal Biomedical Research Unit, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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Nii T, Kuzuya K, Kabata D, Matsui T, Murata A, Ohya T, Matsuoka H, Shimizu T, Oguro E, Okita Y, Udagawa C, Yoshimura M, Kudo-Tanaka E, Teshigawara S, Harada Y, Yoshida Y, Isoda K, Tsuji SI, Ohshima S, Hashimoto J, Shintani A, Takehana Y, Tohma S, Saeki Y. Crosstalk between tumor necrosis factor-alpha signaling and aryl hydrocarbon receptor signaling in nuclear factor –kappa B activation: A possible molecular mechanism underlying the reduced efficacy of TNF-inhibitors in rheumatoid arthritis by smoking. J Autoimmun 2019; 98:95-102. [DOI: 10.1016/j.jaut.2018.12.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 12/14/2018] [Accepted: 12/16/2018] [Indexed: 12/15/2022]
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Luxembourger C, Ruyssen-Witrand A, Ladhari C, Rittore C, Degboe Y, Maillefert JF, Gaudin P, Marotte H, Wendling D, Jorgensen C, Cantagrel A, Constantin A, Nigon D, Touitou I, Gottenberg JE, Pers YM. A single nucleotide polymorphism of IL6-receptor is associated with response to tocilizumab in rheumatoid arthritis patients. THE PHARMACOGENOMICS JOURNAL 2019; 19:368-374. [DOI: 10.1038/s41397-019-0072-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 11/20/2018] [Accepted: 12/21/2018] [Indexed: 12/18/2022]
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Bugatti S, Manzo A, Montecucco C, Caporali R. The Clinical Value of Autoantibodies in Rheumatoid Arthritis. Front Med (Lausanne) 2018; 5:339. [PMID: 30560132 PMCID: PMC6287017 DOI: 10.3389/fmed.2018.00339] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Accepted: 11/19/2018] [Indexed: 12/20/2022] Open
Abstract
Rheumatoid arthritis (RA) is a highly heterogeneous syndrome in terms of clinical presentation, progression, and response to therapy. In such a complicated context, the identification of disease-related biomarkers would be undoubtedly helpful in assisting tailored approaches for every patient. Despite remarkable efforts, however, progress in new biomarker development and validation is dramatically slow. At present, none of the candidate genetic, cellular, or molecular biomarker has yet surpassed the clinical value of RA-specific autoantibodies, including rheumatoid factor (RF) and anti-citrullinated protein autoantibodies (ACPA). Rather, recent years have witnessed significant advancements in our understanding of the multiple roles that RF and ACPA play in RA pathophysiology. This has helped clarifying the mechanistic basis of the clinical associations of autoantibodies in RA. In this short review, we will briefly summarize the effector functions of RF and ACPA, and analyse how autoantibodies may help subclassifying RA patients in terms of clinical presentation and response to therapy.
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Affiliation(s)
- Serena Bugatti
- Division of Rheumatology and Early Arthritis Clinic, IRCCS Policlinico San Matteo Foundation, University of Pavia, Pavia, Italy
| | - Antonio Manzo
- Division of Rheumatology and Early Arthritis Clinic, IRCCS Policlinico San Matteo Foundation, University of Pavia, Pavia, Italy
| | - Carlomaurizio Montecucco
- Division of Rheumatology and Early Arthritis Clinic, IRCCS Policlinico San Matteo Foundation, University of Pavia, Pavia, Italy
| | - Roberto Caporali
- Division of Rheumatology and Early Arthritis Clinic, IRCCS Policlinico San Matteo Foundation, University of Pavia, Pavia, Italy
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Jiménez Morales A, Maldonado-Montoro M, Martínez de la Plata JE, Pérez Ramírez C, Daddaoua A, Alarcón Payer C, Expósito Ruiz M, García Collado C. FCGR2A/FCGR3A Gene Polymorphisms and Clinical Variables as Predictors of Response to Tocilizumab and Rituximab in Patients With Rheumatoid Arthritis. J Clin Pharmacol 2018; 59:517-531. [PMID: 30457672 DOI: 10.1002/jcph.1341] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 10/25/2018] [Indexed: 12/18/2022]
Abstract
We evaluated the influence of clinical, biochemical, and genetic factors on response in 142 patients diagnosed with rheumatoid arthritis, of whom 87 patients were treated with tocilizumab (61.26%) and 55 patients were treated with rituximab (38.7%;) according to the variables European League Against Rheumatism (EULAR) response, remission, low disease activity, and improvement in Disease Activity Score, 28 joints (DAS28) at 6, 12, and 18 months. A retrospective prospective cohort study was conducted. Patients carrying the FCGR3A rs396991-TT genotype treated with tocilizumab showed higher EULAR response (OR, 5.075; 95%CI, 1.20-21.33; P = .027) at 12 months, those who were naive for biological disease-modifying antirheumatic drugs (bDMARDs) at the beginning of treatment showed satisfactory EULAR response, higher remission, and greater improvement in DAS28 at 6 months. Younger age at start of tocilizumab treatment was associated with satisfactory EULAR response at 18 months and greater remission at 6 and 18 months. Subcutaneous tocilizumab administration was associated with higher remission at 6 months and improved low disease activity rate at 12 months. In patients treated with rituximab, carriers of the FCGR2A rs1801274-TT genotype had higher EULAR response at 6 months (OR, 4.861; 95%CI, 1.11-21.12; P = .035), 12 months (OR, 4.667; p = 0.066, 95%CI, 0.90-24.12; P = .066), and 18 months (OR, 2.487; 95%CI, 0.35-17.31; P = .357), higher remission (OR: 10.625; p = 0.044, CI95% : 1.07, 105.47) at 6 months, and greater improvement in DAS28 at 12 months (B = 0.782; 95%CI, -0.15 to 1.71; P = .098) and 18 months (B = 1.414; 95%CI, 0.19-2.63; P = .025). The FCGR3A rs396991-G allele was associated with improved low disease activity rate (OR, 4.904; 95%CI, 0.84-28.48; P = .077) and greater improvement in DAS28 (B = -1.083; 95%CI, -1.98 to -0.18; P = .021) at 18 months. Patients with a lower number of previous biological therapies had higher remission at 12 months. We suggest that the FCGR3A rs396991-TT genotype, higher baseline value of DAS28, subcutaneous tocilizumab administration, younger age at the beginning of treatment, and being bDMARD naive are associated with better response to tocilizumab. In patients treated with rituximab, we found better response in those patients with the FCGR2A rs1801274-TT genotype, the FCGR3A rs396991-G allele, and lower number of previous biological therapies.
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Affiliation(s)
- Alberto Jiménez Morales
- Pharmacy Service, UGC Provincial de Farmacia de Granada, University Hospital Virgen de las Nieves, Granada, Spain
| | - Mar Maldonado-Montoro
- Pharmacy Service, UGC Provincial de Farmacia de Granada, University Hospital Virgen de las Nieves, Granada, Spain
| | | | - Cristina Pérez Ramírez
- Pharmacy Service, UGC Provincial de Farmacia de Granada, University Hospital Virgen de las Nieves, Granada, Spain.,Department of Biochemistry, Faculty of Pharmacy, University of Granada, Granada, Spain
| | - Abdelali Daddaoua
- Department of Biochemistry, Faculty of Pharmacy, University of Granada, Granada, Spain
| | - Carolina Alarcón Payer
- Pharmacy Service, UGC Provincial de Farmacia de Granada, University Hospital Virgen de las Nieves, Granada, Spain
| | - Manuela Expósito Ruiz
- Fundación Pública Andaluza para la Investigación Biosanitaria de Andalucía Oriental "Alejandro Otero" (FIBAO), University Hospital Virgen de las Nieves, Granada, Spain
| | - Carlos García Collado
- Pharmacy Service, UGC Provincial de Farmacia de Granada, University Hospital Virgen de las Nieves, Granada, Spain
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Abramkin AA, Lisitsyna TA, Veltishchev DY, Seravina OF, Kovalevskaya OB, Glukhova SI, Nasonov EL. FACTORS INFLUENCING THE EFFICIENCY OF THERAPY IN PATIENTS WITH RHEUMATOID ARTHRITIS: THE ROLE OF COMORBID MENTAL AND SOMATIC DISEASES. ACTA ACUST UNITED AC 2018. [DOI: 10.14412/1995-4484-2018-439-448] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The response rate to therapy for rheumatoid arthritis (RA) rarely exceeds 60%. Mental disorders (MDs) of the anxiety-depressive spectrum (ADS) and cognitive impairment (CI) substantially affect the evaluation of the efficiency of RA therapy. Adequate psychopharmacotherapy is one of the possible approaches to optimizing the treatment of RA. The factors influencing the efficiency of RA therapy with standard disease-modifying antirheumatic drugs (DMARDs) and biological agents (BAs) in combination with adequate psychopharmacotherapy have not been previously identified. Objective: to determine the predictors of response to therapy in patients with RA receiving DMARDs and BAs with or without adequate psychopharmacotherapy for ADS disorders. Subjects and methods. The investigation included 128 patients (13% men and 87% women) with a reliable diagnosis of RA. At baseline, 75.1% of patients received DMARDs; 7.8% – BAs. ADS disorders were detected in 123 (96.1%) patients. Psychopharmacotherapy was offered to all the patients with MDs; 52 patients agreed to treatment and 71 refused. The following therapeutic groups were identified according to the performed therapy: 1) DMARDs (n = 39); 2) DMARDs + psychopharmacotherapy (n = 43); 3) DMARDs + BAs (n = 32); 4) DMARDs + BAs + psychopharmacotherapy (n = 9). The changes of MDs symptoms and the outcomes of RA were assessed in 83 (67.5%) patients at five-year follow-up. The efficiency of RA therapy was evaluated with DAS28 (EULAR criteria). Predictors of response to therapy were determined using linear regression modeling. Results and discussion. At 5 years, 22 (26.5%) and 37 (44.6%) patients were recorded to show good and moderate responses to therapy, respectively; 24 (28.9%) patients were non-respondents. The linear regression model included 14 factors (p<0.001). The high values of DAS28 (β=0.258) at the inclusion; belonging to therapeutic groups 2 (β=0.267), 3 (β=0.235), and 4 (β=0.210), the absence of diabetes mellitus (β=-0.230), and experience in using glucocorticoids (β=-0.230) were associated with a high likelihood of response to therapy; high body mass index (β=-0.200) and long RA duration (β=-0,181), a high level of rheumatoid factor (β=-0.176), a history of myocardial infarction (β=-0.153), schizotypic disorder (β=-0.132), and extra-articular manifestations of RA (β=-0.106), and older age (β=-0.102) were related to a low probability of response. The area under the ROC curve for the model was 0.99 (p><0.001). Conclusion. BA therapy and psychopharmacotherapy, along with younger age, shorter duration and high activity of RA, a low level of rheumatoid factor, lower body mass index, the absence of diabetes mellitus, myocardial infarction, and extra-articular manifestations of RA in the history, schizotypic disorder, and experience in using glucocorticoids are associated with a greater likelihood of a good and moderate treatment response. Keywords: rheumatoid arthritis; mental disorders; disease-modifying antirheumatic drugs; biological agents; efficiency of therapy; predictors; psychopharmacotherapy; therapy adherence><0.001). The high values of DAS28 (β=0.258) at the inclusion; belonging to therapeutic groups 2 (β=0.267), 3 (β=0.235), and 4 (β=0.210), the absence of diabetes mellitus (β=-0.230), and experience in using glucocorticoids (β=-0.230) were associated with a high likelihood of response to therapy; high body mass index (β=-0.200) and long RA duration (β=-0,181), a high level of rheumatoid factor (β=-0.176), a history of myocardial infarction (β=-0.153), schizotypic disorder (β=-0.132), and extra-articular manifestations of RA (β=-0.106), and older age (β=-0.102) were related to a low probability of response. The area under the ROC curve for the model was 0.99 (p<0.001). Conclusion. BA therapy and psychopharmacotherapy, along with younger age, shorter duration and high activity of RA, a low level of rheumatoid factor, lower body mass index, the absence of diabetes mellitus, myocardial infarction, and extra-articular manifestations of RA in the history, schizotypic disorder, and experience in using glucocorticoids are associated with a greater likelihood of a good and moderate treatment response. Keywords: rheumatoid arthritis; mental disorders; disease-modifying antirheumatic drugs; biological agents; efficiency of therapy; predictors; psychopharmacotherapy; therapy adherence><0.001). Conclusion. BA therapy and psychopharmacotherapy, along with younger age, shorter duration and high activity of RA, a low level of rheumatoid factor, lower body mass index, the absence of diabetes mellitus, myocardial infarction, and extra-articular manifestations of RA in the history, schizotypic disorder, and experience in using glucocorticoids are associated with a greater likelihood of a good and moderate treatment response.
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Fu J, van Wietmarschen HA, van der Kooij A, Cuppen BV, Schroën Y, Marijnissen AK, Meulman JJ, Lafeber FP, van der Greef J. Systems approach for classifying the response to biological therapies in patients with rheumatoid arthritis in clinical practice. Eur J Integr Med 2018. [DOI: 10.1016/j.eujim.2018.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Van den Bosch F, Mease PJ, Sieper J, Baeten DL, Xia Y, Chen S, Pangan AL, Song IH. Long-term efficacy and predictors of remission following adalimumab treatment in peripheral spondyloarthritis: 3-year results from ABILITY-2. RMD Open 2018. [PMID: 29531780 PMCID: PMC5845429 DOI: 10.1136/rmdopen-2017-000566] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Objectives Describe efficacy and safety of 3 years of adalimumab treatment in patients with peripheral spondyloarthritis (pSpA) and identify predictors of remission. Methods Patients with pSpA were randomised to adalimumab 40 mg every other week or placebo for 12 weeks; a 144-week open-label extension followed (NCT01064856). Remission was assessed by the Peripheral SpA Response Criteria (PSpARC) and Ankylosing Spondylitis Disease Activity Score inactive disease (ASDAS ID). Logistic regression analyses were performed to determine predictors of remission at 1 and 3 years and sustained remission (≥24 consecutive weeks). Results In 165 patients, ASDAS ID was achieved by 47% at 1 year and 39% at 3 years; 36% and 33% achieved PSpARC remission, respectively. Sustained ASDAS ID and PSpARC remission were achieved by 52% (86/165) and 42% (70/165) of patients, respectively. Achieving ASDAS ID at week 12 significantly predicted 1 year (OR, 8.64 (95% CI 2.97 to 25.14)), 3 year (OR, 36.12 (95% CI 2.29 to 569.08)) and sustained ASDAS ID (OR, 8.01 (95% CI 2.47 to 25.97)); achieving PSpARC remission at week 12 consistently predicted 1 year (OR, 6.47 (95% CI 1.91 to 21.95)), 3 years (OR, 15.66 (95% CI 4.19 to 58.56)) and sustained PSpARC remission (OR, 20.27 (95% CI 5.37 to 76.46)). No baseline variables consistently predicted 1-year or 3-year remission or sustained remission. The safety profile of adalimumab was consistent with observations in other SpA disease indications. Conclusions In patients with pSpA, early response to adalimumab, but not baseline demographics or disease characteristics, was a better predictor of long-term remission.
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Affiliation(s)
| | - Philip J Mease
- Swedish Medical Center and University of Washington, Seattle, Washington, USA
| | - Joachim Sieper
- Department of Gastroenterology, Infectiology, and Rheumatology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Dominique L Baeten
- Department of Experimental Immunology, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Yinglin Xia
- Department of Medicine, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Su Chen
- Data and Statistical Sciences, AbbVie Inc., North Chicago, Illinois, USA
| | - Aileen L Pangan
- Immunology Clinical Development, AbbVie Inc., North Chicago, Illinois, USA
| | - In-Ho Song
- Immunology Clinical Development, AbbVie Inc., North Chicago, Illinois, USA
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Bozec A, Luo Y, Engdahl C, Figueiredo C, Bang H, Schett G. Abatacept blocks anti-citrullinated protein antibody and rheumatoid factor mediated cytokine production in human macrophages in IDO-dependent manner. Arthritis Res Ther 2018; 20:24. [PMID: 29415763 PMCID: PMC5803926 DOI: 10.1186/s13075-018-1527-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Accepted: 01/25/2018] [Indexed: 02/05/2023] Open
Abstract
Background The anti-inflammatory effect of abatacept is most pronounced in patients with high-titer autoantibodies (including anticitrullinated protein antibodies [ACPA] and rheumatoid factor [RF]). Considering that autoantibodies trigger inflammatory cytokine production by monocytes and that abatacept binds to monocytes, influencing their functional state, we hypothesized that abatacept may effectively inhibit the production of several different cytokines by ACPA- or RF-challenged monocytes. Methods Peripheral blood CD68+ monocytes stimulated with macrophage colony-stimulating factor for 24 h were exposed to random immunoglobulin G alone (negative control), purified ACPA, purified RF, or lipopolysaccharide (positive control) in cell culture plates coated with citrullinated vimentin (to allow ACPA immune complex formation). Stimulations were done in the presence or absence of abatacept or tumor necrosis factor (TNF) antibody (adalimumab) with or without indoleamine 2,3-dioxygenase (IDO) inhibitor 1-methyl-d-tryptophan. Supernatants were analyzed for key proinflammatory cytokines TNF-α, interleukin (IL)-1β, IL-6, IL-8, and chemokine (C-C motif) ligand 2 (CCL2) after 24 h. Results Exposure to ACPA or RF significantly induced the production of TNF-α (20-fold and 27-fold, respectively), IL-1β (each 4-fold), IL-6 (12-fold and 11-fold, respectively), IL-8 (43-fold and 30-fold, respectively), and CCL2 (each 4-fold) in human monocytes. Abatacept inhibited this autoantibody-mediated upregulation of cytokines, reducing TNF-α by > 75%, IL-1β by > 65%, IL-6 and IL-8 by > 80%, and CCL2 by > 60%. In contrast, a TNF inhibitor did not influence autoantibody-induced proinflammatory cytokine production. IDO inhibition reversed the effect of abatacept and again permitted the induction of cytokine production by ACPA and RF. Conclusions These data show that abatacept interferes with autoantibody-mediated cytokine production by monocytes through induction of IDO. This inhibitory effect on the production of several effector cytokines in RA may explain the fast anti-inflammatory effect of abatacept as well as its preferential efficacy in patients with high-titer ACPA and RF.
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Affiliation(s)
- Aline Bozec
- Department of Internal Medicine 3 and Institute for Clinical Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum, Ulmenweg 18, 91054, Erlangen, Germany
| | - Yubin Luo
- Department of Internal Medicine 3 and Institute for Clinical Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum, Ulmenweg 18, 91054, Erlangen, Germany.,Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, China
| | - Cecilia Engdahl
- Department of Internal Medicine 3 and Institute for Clinical Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum, Ulmenweg 18, 91054, Erlangen, Germany
| | - Camille Figueiredo
- Department of Internal Medicine 3 and Institute for Clinical Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum, Ulmenweg 18, 91054, Erlangen, Germany.,Division of Rheumatology, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - Georg Schett
- Department of Internal Medicine 3 and Institute for Clinical Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum, Ulmenweg 18, 91054, Erlangen, Germany.
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Vittecoq O, Richard L, Banse C, Lequerré T. The impact of smoking on rheumatoid arthritis outcomes. Joint Bone Spine 2017; 85:135-138. [PMID: 29246527 DOI: 10.1016/j.jbspin.2017.12.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/25/2017] [Indexed: 12/18/2022]
Affiliation(s)
- Olivier Vittecoq
- Service de rhumatologie, CHU de Rouen, 1, rue de Germont, 76031 Rouen cedex, France; Université de Rouen, 76000 Rouen, France.
| | - Laetitia Richard
- Service de rhumatologie, CHU de Rouen, 1, rue de Germont, 76031 Rouen cedex, France; Université de Rouen, 76000 Rouen, France
| | - Christopher Banse
- Service de rhumatologie, CHU de Rouen, 1, rue de Germont, 76031 Rouen cedex, France; Université de Rouen, 76000 Rouen, France
| | - Thierry Lequerré
- Service de rhumatologie, CHU de Rouen, 1, rue de Germont, 76031 Rouen cedex, France; Université de Rouen, 76000 Rouen, France
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50
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Romão VC, Vital EM, Fonseca JE, Buch MH. Right drug, right patient, right time: aspiration or future promise for biologics in rheumatoid arthritis? Arthritis Res Ther 2017; 19:239. [PMID: 29065909 PMCID: PMC5655983 DOI: 10.1186/s13075-017-1445-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Individualising biologic disease-modifying anti-rheumatic drugs (bDMARDs) to maximise outcomes and deliver safe and cost-effective care is a key goal in the management of rheumatoid arthritis (RA). Investigation to identify predictive tools of bDMARD response is a highly active and prolific area of research. In addition to clinical phenotyping, cellular and molecular characterisation of synovial tissue and blood in patients with RA, using different technologies, can facilitate predictive testing. This narrative review will summarise the literature for the available bDMARD classes and focus on where progress has been made. We will also look ahead and consider the increasing use of 'omics' technologies, the potential they hold as well as the challenges, and what is needed in the future to fully realise our ambition of personalised bDMARD treatment.
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Affiliation(s)
- Vasco C. Romão
- Rheumatology Research Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028 Lisboa, Portugal
- Department of Rheumatology, Hospital de Santa Maria, Centro Hospitalar Lisboa Norte, Av. Professor Egas Moniz, 1649-035 Lisboa, Portugal
| | - Edward M. Vital
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- NIHR Leeds Musculoskeletal Biomedical Research Unit, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - João Eurico Fonseca
- Rheumatology Research Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028 Lisboa, Portugal
- Department of Rheumatology, Hospital de Santa Maria, Centro Hospitalar Lisboa Norte, Av. Professor Egas Moniz, 1649-035 Lisboa, Portugal
| | - Maya H. Buch
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- NIHR Leeds Musculoskeletal Biomedical Research Unit, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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