1
|
Liu J, Idborg H, Korotkova M, Lend K, van Vollenhoven R, Lampa J, Rudin A, Nordström D, Gudbjornsson B, Gröndal G, Uhlig T, Hørslev-Petersen K, Lund Hetland M, Østergaard M, Nurmohamed M, Jakobsson PJ. Urinary prostanoids are elevated by anti-TNF and anti-IL6 receptor disease-modifying antirheumatic drugs but are not predictive of response to treatment in early rheumatoid arthritis. Arthritis Res Ther 2024; 26:61. [PMID: 38444034 PMCID: PMC10913231 DOI: 10.1186/s13075-024-03295-9] [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: 01/23/2024] [Accepted: 02/26/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Disease-modifying antirheumatic drugs (DMARDs) are widely used for treating rheumatoid arthritis (RA). However, there are no established biomarkers to predict a patient's response to these therapies. Prostanoids, encompassing prostaglandins, prostacyclins, and thromboxanes, are potent lipid mediators implicated in RA progression. Nevertheless, the influence of DMARDs on prostanoid biosynthesis in RA patients remains poorly understood. This study aims to assess the impact of various DMARDs on urinary prostanoids levels and to explore whether urinary prostanoid profiles correlate with disease activity or response to therapy. METHODS This study included 152 Swedish female patients with early RA, all rheumatoid factor (RF) positive, enrolled in the NORD-STAR trial (registration number: NCT01491815). Participants were randomized into four therapeutic regimes: methotrexate (MTX) combined with (i) prednisolone (arm ACT), (ii) TNF-α blocker certolizumab pegol (arm CZP), (iii) CTLA-4Ig abatacept (arm ABA), or (iv) IL-6R blocker tocilizumab (arm TCZ). Urine samples, collected before start of treatment and at 24 weeks post-treatment, were analyzed for tetranor-prostaglandin E metabolite (tPGEM), tetranor-prostaglandin D metabolite (tPGDM), 2,3-dinor thromboxane B2 (TXBM), 2,3-dinor-6-keto prostaglandin F1a (PGIM), leukotriene E4 (LTE4) and 12-hydroxyeicosatetraenoic acid (12-HETE) using liquid chromatography-mass spectrometry (LC-MS). Generalized estimating equation (GEE) models were used to analyze the change in urinary eicosanoids and their correlations to clinical outcomes. RESULTS Patients receiving MTX combined with CZP or TCZ exhibited significant elevations in urinary tPGEM and TXBM levels after 24 weeks of treatment. Other eicosanoids did not show significant alterations in response to any treatment. Baseline urinary eicosanoid levels did not correlate with baseline clinical disease activity index (CDAI) levels, nor with changes in CDAI from baseline to week 24. Their levels were also similar between patients who achieved CDAI remission and those with active disease at week 24. CONCLUSIONS Treatment with anti-TNF or anti-IL6R agents in early RA patients leads to an increased systemic production of proinflammatory and prothrombotic prostanoids. However, urinary eicosanoid levels do not appear to be predictive of the response to DMARDs therapy.
Collapse
Affiliation(s)
- Jianyang Liu
- Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Helena Idborg
- Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Marina Korotkova
- Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Kristina Lend
- Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Stockholm, Sweden
- Department of Rheumatology and Amsterdam Rheumatology Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Ronald van Vollenhoven
- Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Stockholm, Sweden
- Department of Rheumatology and Amsterdam Rheumatology Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Jon Lampa
- Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Anna Rudin
- Department of Rheumatology and Inflammation Research, University of Gothenburg Sahlgrenska Academy, Gothenburg, Sweden
| | - Dan Nordström
- Department of Medicine and Rheumatology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Bjorn Gudbjornsson
- Department of Rheumatology, Landspitali University Hospital, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Gerdur Gröndal
- Department of Rheumatology, Landspitali University Hospital, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Till Uhlig
- Division of Rheumatology and Research, Diakonhjemmet Hospital, Oslo, Norway
- University of Oslo, Oslo, Norway
| | - Kim Hørslev-Petersen
- Danish Hospital for the Rheumatic Diseases, Sønderborg, Denmark
- University of Southern Denmark, Odense, Denmark
| | - Merete Lund Hetland
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre for Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Østergaard
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre for Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Michael Nurmohamed
- Department of Rheumatology and Amsterdam Rheumatology Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Amsterdam Rheumatology and Immunology Center, Reade, The Netherlands
| | - Per-Johan Jakobsson
- Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Solna, Stockholm, Sweden.
| |
Collapse
|
2
|
Lauper K, Mongin D, Bergstra SA, Choquette D, Codreanu C, Gottenberg JE, Kubo S, Hetland ML, Iannone F, Kristianslund EK, Kvien TK, Lukina G, Mariette X, Nordström DC, Pavelka K, Pombo-Suarez M, Rotar Z, Santos MJ, Tanaka Y, Turesson C, Courvoisier DS, Finckh A, Gabay C. Oral glucocorticoid use in patients with rheumatoid arthritis initiating TNF-inhibitors, tocilizumab or abatacept: Results from the international TOCERRA and PANABA observational collaborative studies. Joint Bone Spine 2024; 91:105671. [PMID: 38042363 DOI: 10.1016/j.jbspin.2023.105671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 09/12/2023] [Accepted: 11/20/2023] [Indexed: 12/04/2023]
Abstract
OBJECTIVE To evaluate and compare the use of oral glucocorticoids with three classes of bDMARDs in patients with rheumatoid arthritis (RA). METHODS We included patients from 13 observational registries treated with a TNF-inhibitor, abatacept or tocilizumab and with available information on the use of oral glucocorticoids. The main outcome was oral glucocorticoid withdrawal. A McNemar test was used to analyse the change in the use of glucocorticoids after 1 year. Kaplan-Meier estimates and Cox regressions, adjusted for patient, treatment, and disease characteristics, were used to evaluate glucocorticoid discontinuation in patients with glucocorticoids at baseline. Because of heterogeneity, analyses were done by registers and pooled using random-effects meta-analysis. RESULTS A total of 12,334 participants treated with TNF-inhibitors, 2100 with tocilizumab and 3229 with abatacept were included. At one-year, oral glucocorticoid use decreased in all treatment groups (odds ratio for stopping vs. starting of 2.19 [95% CI 1.58; 3.04] for TNF-inhibitors, 2.46 [1.39; 4.35] for tocilizumab; 1.73 [1.25; 2.21] for abatacept). Median time to glucocorticoid withdrawal was ≈2 years or more in most countries, with a gradual decrease over time. Compared to TNF-inhibitors, crude hazard ratios of glucocorticoid discontinuation were 0.65[0.48-0.87] for abatacept, and 1.04 [0.76-1.43] for tocilizumab, and adjusted hazard ratios were 1.1 [0.83-1.47] for abatacept, and 1.30 [0.96-1.78] for tocilizumab. CONCLUSION After initiation of a bDMARD, glucocorticoid use decreased similarly in all treatment groups. However, glucocorticoid withdrawal was much slower than advocated by current international guidelines. More effort should be devoted to glucocorticoid tapering when low disease activity is achieved.
Collapse
Affiliation(s)
- Kim Lauper
- Division of Rheumatology, Geneva University Hospitals and Geneva Centre for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland; Centre for Epidemiology versus Arthritis, Centre for Musculoskeletal Research, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, M13 9PT Manchester, United Kingdom.
| | - Denis Mongin
- Division of Rheumatology, Geneva University Hospitals and Geneva Centre for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Sytske Anne Bergstra
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Denis Choquette
- Institut de rhumatologie de Montréal, University of Montreal, Quebec, Canada
| | - Catalin Codreanu
- Center of Rheumatic Diseases, University of Medicine and Pharmacy, Bucharest, Romania
| | - Jacques-Eric Gottenberg
- CNRS, Institut de biologie moléculaire et cellulaire, immunopathologie, et chimie thérapeutique, Strasbourg University Hospital and University of Strasbourg, Strasbourg, France
| | - Satoshi Kubo
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Merete Lund Hetland
- DANBIO and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre for Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Eirik K Kristianslund
- Center for treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway
| | - Tore K Kvien
- Center for treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway
| | - Galina Lukina
- ARBITER, Institute of Rheumatology, Moscow, Russian Federation
| | - Xavier Mariette
- Rheumatology Department, centre de recherche en Immunologie des infections virales et des maladies auto-immunes, hôpital Bicêtre, Assistance publique-Hôpitaux de Paris, université Paris-Saclay, Inserm, CEA, Le Kremlin-Bicêtre, France
| | - Dan C Nordström
- Departments of Medicine and Rheumatology, Helsinki University Hospital and Helsinki University, Helsinki, Finland; ROB-FIN
| | - Karel Pavelka
- Institute of Rheumatology and Rheumatology Clinic of Medical faculty Charles university
| | - Manuel Pombo-Suarez
- Rheumatology Unit, Clinical University Hospital, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Ziga Rotar
- biorx.si, Department of Rheumatology, University Medical Centre Ljubljana, Ljubljana, Slovenia, and Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Maria J Santos
- Rheumatology Department, Hospital Garcia de Orta, Almada, Portugal
| | - Yoshiya Tanaka
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Carl Turesson
- Rheumatology, Department of Clinical Sciences, Malmö, Lund University and Skåne University Hospital, Malmö, Sweden
| | - Delphine S Courvoisier
- Division of Rheumatology, Geneva University Hospitals and Geneva Centre for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Axel Finckh
- Division of Rheumatology, Geneva University Hospitals and Geneva Centre for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Cem Gabay
- Division of Rheumatology, Geneva University Hospitals and Geneva Centre for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| |
Collapse
|
3
|
Ukalovic D, Leeb BF, Rintelen B, Eichbauer-Sturm G, Spellitz P, Puchner R, Herold M, Stetter M, Ferincz V, Resch-Passini J, Zwerina J, Zimmermann-Rittereiser M, Fritsch-Stork R. Prediction of ineffectiveness of biological drugs using machine learning and explainable AI methods: data from the Austrian Biological Registry BioReg. Arthritis Res Ther 2024; 26:44. [PMID: 38331930 PMCID: PMC10851538 DOI: 10.1186/s13075-024-03277-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 01/25/2024] [Indexed: 02/10/2024] Open
Abstract
OBJECTIVES Machine learning models can support an individualized approach in the choice of bDMARDs. We developed prediction models for 5 different bDMARDs using machine learning methods based on patient data derived from the Austrian Biologics Registry (BioReg). METHODS Data from 1397 patients and 19 variables with at least 100 treat-to-target (t2t) courses per drug were derived from the BioReg biologics registry. Different machine learning algorithms were trained to predict the risk of ineffectiveness for each bDMARD within the first 26 weeks. Cross-validation and hyperparameter optimization were applied to generate the best models. Model quality was assessed by area under the receiver operating characteristic (AUROC). Using explainable AI (XAI), risk-reducing and risk-increasing factors were extracted. RESULTS The best models per drug achieved an AUROC score of the following: abatacept, 0.66 (95% CI, 0.54-0.78); adalimumab, 0.70 (95% CI, 0.68-0.74); certolizumab, 0.84 (95% CI, 0.79-0.89); etanercept, 0.68 (95% CI, 0.55-0.87); tocilizumab, 0.72 (95% CI, 0.69-0.77). The most risk-increasing variables were visual analytic scores (VAS) for abatacept and etanercept and co-therapy with glucocorticoids for adalimumab. Dosage was the most important variable for certolizumab and associated with a lower risk of non-response. Some variables, such as gender and rheumatoid factor (RF), showed opposite impacts depending on the bDMARD. CONCLUSION Ineffectiveness of biological drugs could be predicted with promising accuracy. Interestingly, individual parameters were found to be associated with drug responses in different directions, indicating highly complex interactions. Machine learning can be of help in the decision-process by disentangling these relations.
Collapse
Affiliation(s)
| | - Burkhard F Leeb
- Rheumatological Practice, Private Office, Hollabrunn, Austria
| | - Bernhard Rintelen
- Lower Austrian State Hospital Stockerau, 2nd Department of Medicine, Lower Austrian Competence Center for Rheumatology, Karl Landsteiner Institute for Clinical Rheumatology, Stockerau, Austria
| | | | - Peter Spellitz
- Rheuma-Center Wien-Oberlaa, Department of Rheumatology, Vienna, Austria
| | | | - Manfred Herold
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - Miriam Stetter
- Rheumatological Practice, Private Office, Amstetten, Austria
| | - Vera Ferincz
- Department of Internal Medicine, University Hospital St. Pölten, St. Pölten, Austria
| | | | - Jochen Zwerina
- Hanusch Krankenhaus, Vienna, Austria
- Ludwig Boltzmann Institute of Osteology, Vienna, Austria
| | | | - Ruth Fritsch-Stork
- Health Care Center Mariahilf of ÖGK, Vienna, Austria
- Biologica Registry BioReg, Stockerau, Austria
- Medical Faculty, Sigmund Freud Private University Vienna, Vienna, Austria
| |
Collapse
|
4
|
Harrold LR, Wittstock K, Kelly S, Han X, Zhuo J, Schrader A, Middaugh N, Moore PC, Khaychuk V. Comparative effectiveness of abatacept versus TNF inhibitors in rheumatoid arthritis patients who are ACPA and shared epitope positive. Adv Rheumatol 2024; 64:10. [PMID: 38243281 DOI: 10.1186/s42358-024-00352-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 01/09/2024] [Indexed: 01/21/2024] Open
Abstract
BACKGROUND The HLA-DRB1 shared epitope (SE) is a risk factor for the development of rheumatoid arthritis (RA) and the production of anti-citrullinated protein antibodies (ACPAs) in RA patients. Our objective was to examine the real-world effectiveness of abatacept versus tumor necrosis factor inhibitors (TNFi) in patients with RA who were SE and anti-cyclic citrullinated peptide antibody (anti-CCP3) positive. METHODS Abatacept or TNFi initiators who were SE + and anti-CCP3+ (> 20 U/mL) at or prior to treatment and had moderate or high CDAI score (> 10) at initiation were identified. The primary outcome was mean change in CDAI score over six months. Analyses were conducted in propensity score (PS)-trimmed and -matched populations overall and a biologic-experienced subgroup. Mixed-effects models were used. RESULTS In the overall PS-trimmed (abatacept, n = 170; TNFi, n = 157) and PS-matched cohorts (abatacept, n = 111; TNFi, n = 111), there were numerically greater improvements in mean change in CDAI between abatacept and TNFi but were not statistically significant. Similar trends were seen for biologic-experienced patients, except that statistical significance was reached for mean change in CDAI in the PS-trimmed cohort (abatacept, 12.22 [95% confidence interval (95%CI) 10.13 to 14.31]; TNFi, 9.28 [95%CI 7.08 to 11.48]; p = 0.045). CONCLUSION In this real world cohort, there were numerical improvements in efficacy outcomes with abatacept over TNFi in patients with RA who were SE + and ACPA+, similar to results from a clinical trial population The only statistically significant finding after adjusting for covariates was greater improvement in CDAI with abatacept versus TNFi in the bio-experienced PS-trimmed cohort..
Collapse
Affiliation(s)
- Leslie R Harrold
- CorEvitas, LLC, 350 5th Avenue, Waltham, MA, 02451, USA.
- University of Massachusetts Medical School, Worcester, MA, USA.
| | | | | | - Xue Han
- Bristol Myers Squibb, Princeton, NJ, USA
| | - Joe Zhuo
- Bristol Myers Squibb, Princeton, NJ, USA
| | - Amy Schrader
- CorEvitas, LLC, 350 5th Avenue, Waltham, MA, 02451, USA
| | | | - Page C Moore
- CorEvitas, LLC, 350 5th Avenue, Waltham, MA, 02451, USA
| | | |
Collapse
|
5
|
Pan Q, Yang H, Zhou Z, Li M, Jiang X, Li F, Luo Y, Li M. [ 68 Ga]Ga-FAPI-04 PET/CT may be a predictor for early treatment response in rheumatoid arthritis. EJNMMI Res 2024; 14:2. [PMID: 38175339 PMCID: PMC10766931 DOI: 10.1186/s13550-023-01064-4] [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: 11/27/2023] [Accepted: 12/19/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND The identification of biomarkers predicting the treatment response of rheumatoid arthritis (RA) is important. [68 Ga]Ga-FAPI-04 showed markedly increased uptake in the joints of patients with RA. The purpose of this study is to investigate whether [68 Ga]Ga-FAPI-04 PET/CT can be a predictor of treatment response in RA. RESULTS Nineteen patients diagnosed with RA in the prospective cohort study were finally enrolled. Both total synovitis uptake (TSU) and metabolic synovitis volume (MSV) in [68 Ga]Ga-FAPI-04 and [18F]FDG PET/CT of the responders were significantly higher than those in non-responders according to Clinical Disease Activity Index (CDAI) and Simplified Disease Activity Index (SDAI) response criteria at 3-months' follow-up (P < 0.05). The PET joint count (PJC) detected in [68 Ga]Ga-FAPI-04 and [18F]FDG PET/CT were also significantly higher in CDAI responders than non-responders (P = 0.016 and 0.045, respectively). The clinical characteristics of disease activity at baseline did not show significant difference between the responders and non-responders, except CRP (P = 0.035 and 0.033 in CDAI and SDAI response criteria, respectively). The baseline PJCFAPI, TSUFAPI and MSVFAPI > cutoff values in [68 Ga]Ga-FAPI-04 PET/CT successfully discriminated CDAI and SDAI responders and non-responders at 3-months' follow-up. CONCLUSION [68 Ga]Ga-FAPI-04 uptake at baseline were significantly higher in early responders than those in non-responders. Trial registration ClinicalTrials. NCT04514614. Registered 13 August 2020, https://register. CLINICALTRIALS gov/prs/app/action/SelectProtocol?sid=S000A4PN&selectaction=Edit&uid=U0001JRW&ts=2&cx=-x9t7cp.
Collapse
Affiliation(s)
- Qingqing Pan
- Department of Nuclear Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing, Dongcheng District, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, 100730, China
| | - Huaxia Yang
- Department of Rheumatology and Clinical Immunology, National Clinical Research Center for Dermatologic and Immunologic Diseases, the Ministry of Education Key Laboratory, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
- State Key Laboratory of Difficult, Severe and Rare Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
| | - Ziyue Zhou
- Department of Rheumatology and Clinical Immunology, National Clinical Research Center for Dermatologic and Immunologic Diseases, the Ministry of Education Key Laboratory, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
- State Key Laboratory of Difficult, Severe and Rare Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
| | - Min Li
- Department of Rheumatology and Clinical Immunology, National Clinical Research Center for Dermatologic and Immunologic Diseases, the Ministry of Education Key Laboratory, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
- Department of Endocrinology and Rheumatology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Xu Jiang
- State Key Laboratory of Difficult, Severe and Rare Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Fang Li
- Department of Nuclear Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing, Dongcheng District, Beijing, 100730, China
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, 100730, China
| | - Yaping Luo
- Department of Nuclear Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, No.1 Shuaifuyuan Wangfujing, Dongcheng District, Beijing, 100730, China.
- Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Beijing, 100730, China.
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China.
| | - Mengtao Li
- Department of Rheumatology and Clinical Immunology, National Clinical Research Center for Dermatologic and Immunologic Diseases, the Ministry of Education Key Laboratory, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
- State Key Laboratory of Difficult, Severe and Rare Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College Hospital, Beijing, China
| |
Collapse
|
6
|
Iwasaki T, Watanabe R, Ito H, Fujii T, Ohmura K, Yoshitomi H, Murata K, Murakami K, Onishi A, Tanaka M, Matsuda S, Matsuda F, Morinobu A, Hashimoto M. Monocyte-derived transcriptomes explain the ineffectiveness of abatacept in rheumatoid arthritis. Arthritis Res Ther 2024; 26:1. [PMID: 38167328 PMCID: PMC10759752 DOI: 10.1186/s13075-023-03236-y] [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: 09/27/2023] [Accepted: 12/13/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND The biological mechanisms underlying the differential response to abatacept in patients with rheumatoid arthritis (RA) are unknown. Here, we aimed to identify cellular, transcriptomic, and proteomic features that predict resistance to abatacept in patients with RA. METHODS Blood samples were collected from 22 RA patients treated with abatacept at baseline and after 3 months of treatment. Response to treatment was defined by the European League Against Rheumatism (EULAR) response criteria at 3 months, and seven patients were classified as responders and the others as non-responders. We quantified gene expression levels by RNA sequencing, 67 plasma protein levels, and the expression of surface molecules (CD3, 19, and 56) by flow cytometry. In addition, three gene expression data sets, comprising a total of 27 responders and 50 non-responders, were used to replicate the results. RESULTS Among the clinical characteristics, the number of monocytes was significantly higher in the non-responders before treatment. Cell type enrichment analysis showed that differentially expressed genes (DEGs) between responders and non-responders were enriched in monocytes. Gene set enrichment analysis, together with single-cell analysis and deconvolution analysis, identified that Toll-like receptor 5 (TLR5) and interleukin-17 receptor A (IL17RA) pathway in monocytes was upregulated in non-responders. Hepatocyte growth factor (HGF) correlated with this signature showed higher concentrations in non-responders before treatment. The DEGs in the replication set were also enriched for the genes expressed in monocytes, not for the TLR5 and IL17RA pathway but for the oxidative phosphorylation (OXPHOS) pathway. CONCLUSIONS Monocyte-derived transcriptomic features before treatment underlie the differences in abatacept efficacy in patients with RA. The pathway activated in monocytes was the TLR5 and IL17RA-HGF signature in the current study, while it was the OXPHOS pathway in the replication set. Elevated levels of HGF before treatment may serve as a potential biomarker for predicting poor responses to abatacept. These findings provide insights into the biological mechanisms of abatacept resistance, contributing valuable evidence for stratifying patients with RA.
Collapse
Grants
- Nagahama City, Shiga, Japan, Toyooka City, Hyogo, Japan, and five pharmaceutical companies (Mitsubishi Tanabe Pharma Co., Chugai Pharmaceutical Co. Ltd, UCB Japan Co. Ltd, AYUMI Pharmaceutical Co., and Asahi Kasei Pharma Corp.).
Collapse
Affiliation(s)
- Takeshi Iwasaki
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Ryu Watanabe
- Department of Clinical Immunology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan.
| | - Hiromu Ito
- Department of Orthopaedic Surgery, Kurashiki Central Hospital, Okayama, Japan
| | - Takayuki Fujii
- 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
| | - Koichiro Ohmura
- Department of Rheumatology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Hiroyuki Yoshitomi
- Department of Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Koichi 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
| | - Kosaku Murakami
- Division of Clinical Immunology and Cancer Immunotherapy, Center for Cancer Immunotherapy and Immunobiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Akira Onishi
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Masao Tanaka
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Shuichi Matsuda
- Department of Orthopaedic Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Fumihiko Matsuda
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Akio Morinobu
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Motomu Hashimoto
- Department of Clinical Immunology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan.
| |
Collapse
|
7
|
Alten R, Tony HP, Bannert B, Nüßlein H, Rauch C, Connolly SE, Chartier M, Lozenski K, Hackl R, Forster A, Peichl P. Subcutaneous abatacept for the treatment of rheumatoid arthritis in routine clinical practice in Germany, Austria, and Switzerland: 2-year retention and efficacy by treatment line and serostatus. Clin Rheumatol 2023; 42:2321-2334. [PMID: 37314665 PMCID: PMC10412468 DOI: 10.1007/s10067-023-06649-x] [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: 02/27/2023] [Revised: 05/17/2023] [Accepted: 05/25/2023] [Indexed: 06/15/2023]
Abstract
INTRODUCTION/OBJECTIVES The ASCORE study on treatment for rheumatoid arthritis (RA) showed better retention and clinical response rates for abatacept as first-line versus later-line therapy. This post hoc analysis of ASCORE assessed 2-year retention, efficacy, and safety of subcutaneous (SC) abatacept in Germany, Austria, and Switzerland. METHODS Adults with RA who initiated SC abatacept 125 mg once weekly were assessed. Primary endpoint was abatacept retention rate at 2 years. Secondary endpoints: proportions of patients with low disease activity (LDA)/remission per Disease Activity Score in 28 joints based on erythrocyte sedimentation rate (≤ 3.2), Simplified Disease Activity Index (≤ 11), and Clinical Disease Activity Index (≤ 10). Outcomes were analyzed by treatment line and serostatus. RESULTS For the pooled cohort, the 2-year abatacept retention rate was 47.6%; retention was highest in biologic-naïve patients (50.5% [95% confidence interval 44.9, 55.9]). Patients seropositive for both anti-citrullinated protein antibody (ACPA) and rheumatoid factor (RF; + / +) at baseline had a higher 2-year abatacept retention rate than patients with single seropositivity for either APCA or RF or double-seronegativity (- / -), irrespective of treatment line. At 2 years, a higher proportion of patients who were biologic-naïve were in LDA/remission than patients with one or ≥ two prior biologics. CONCLUSION A higher proportion of patients with + / + RA (compared with - / - RA) had abatacept retention after 2 years. Early identification of patients with seropositive RA may facilitate a precision-medicine approach to RA treatment, leading to a higher proportion of patients in LDA/remission. TRIAL REGISTRATION NUMBER NCT02090556; date registered: March 18, 2014 (retrospectively registered). Key Points • This post hoc analysis of a German-speaking subset of European patients with RA from the global ASCORE study (NCT02090556) showed that retention of SC abatacept within this subset was 47.6%, with good clinical outcomes after 2 years. • Patients with double-seropositive RA (ACPA and RF positive) had higher retention of abatacept than patients with double-seronegative RA (ACPA and RF negative). Retention and clinical responses were highest for patients who were biologic-naïve compared with patients who had one or ≥ two prior biologic treatments. • These real-world data may be useful for clinicians in informing individualized treatment pathways for patients with RA, and fostering superior disease control and clinical outcomes.
Collapse
Affiliation(s)
- Rieke Alten
- Department of Internal Medicine, Rheumatology, Schlosspark-Klinik, University Medicine Berlin, Heubnerweg 2, 14059, Berlin, Germany.
| | - Hans-Peter Tony
- Medizinische Klinik Und Poliklinik II, Rheumatologie/Klinische Immunologie, Universitätsklinikum Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
| | - Bettina Bannert
- Rheumatologische Universitätsklinik, Universitätsspital Basel, Petersgraben 4, 4031, Basel, Switzerland
| | - Hubert Nüßlein
- Medic-Center Nürnberg (Private Practice), Gibitzenhofstraße 150, 90443, Nuremberg, Germany
| | - Christiane Rauch
- Medical Immunology & Fibrosis, Bristol Myers Squibb, Arnulfstraße 29, 80636, Munich, Germany
| | - Sean E Connolly
- Immunology and Fibrosis/Global Drug Development, Bristol Myers Squibb, 3401 Princeton Pike, NJ, 08540, Lawrenceville, USA
| | - Melanie Chartier
- MESP France - Market Access, Bristol Myers Squibb, 3 Rue Joseph Monier, 92506, Rueil-Malmaison, France
| | - Karissa Lozenski
- Immunology and Fibrosis/Global Drug Development, Bristol Myers Squibb, 3401 Princeton Pike, NJ, 08540, Lawrenceville, USA
| | - Roland Hackl
- Immuno-Oncology, Bristol Myers Squibb, Handelskai 92/Rivergate/Gate 1, 5. OG, 1200, Vienna, Austria
| | - Adrian Forster
- Department of Rheumatology, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - Peter Peichl
- Department of Internal Medicine, Evangelical Hospital, Hans-Sachs-Gasse 10-12, 1180, Vienna, Austria
| |
Collapse
|
8
|
Sieghart D, Konrad C, Swiniarski S, Haslacher H, Aletaha D, Steiner G. The diagnostic and prognostic value of IgG and IgA anti-citrullinated protein antibodies in patients with early rheumatoid arthritis. Front Immunol 2023; 13:1096866. [PMID: 36685579 PMCID: PMC9849943 DOI: 10.3389/fimmu.2022.1096866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 12/09/2022] [Indexed: 01/07/2023] Open
Abstract
Objectives Anti-citrullinated peptide antibodies (ACPA) are specific markers for rheumatoid arthritis (RA) and typically measured by assays employing a cyclic citrullinated peptide (CCP) as antigen. This study was aimed at investigating the diagnostic performance of anti-CCP2 and anti-CCP3 IgG and IgA assays in patients with early RA with a particular focus on the potential prognostic value of IgA ACPA. Methods The anti-CCP3.1 assay (Inova Diagnostics) measuring IgG and IgA antibodies simultaneously was compared to anti-CCP2 IgG and IgA assays (Thermo Fisher Scientific) employing sera of 184 early RA patients, 360 disease controls and 98 healthy subjects. Results Anti-CCP2 IgG and IgA assays showed high specificity versus disease controls (98.9%; 99.4%). Sensitivity was 52.2% (IgG) and 28.8% (IgA), resulting in positive likelihood ratios (LR+) of 47.5 (IgG) and 48.0 (IgA). The anti-CCP3.1 assay proved slightly more sensitive than the anti-CCP2 IgG assay (56%) but specificity was markedly lower (90.8% versus disease controls). However, when using a threefold higher cut-off specificity of the anti-CCP3.1 assay increased (97.5%) while sensitivity (52.7%) became comparable to the anti-CCP2 IgG assay resulting in a LR+ of 21.5. Anti-CCP2 IgA antibodies did not increase the diagnostic sensitivity of ACPA testing, but IgA positive patients showed diminished responses to treatment with anti-TNF biologicals compared to patients who had only IgG antibodies. Conclusion Specificity of ACPA assays should be adjusted to reduce the risk of misclassification and a false positive diagnosis. Determination of ACPA IgA might provide important prognostic information concerning therapeutic responses.
Collapse
Affiliation(s)
- Daniela Sieghart
- Division of Rheumatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | | | | | - Helmuth Haslacher
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Daniel Aletaha
- Division of Rheumatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Günter Steiner
- Division of Rheumatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria,Ludwig Boltzmann Institute for Arthritis and Rehabilitation, Vienna, Austria,*Correspondence: Günter Steiner,
| |
Collapse
|
9
|
Bertsias A, Avgoustidis N, Papalopoulos I, Repa A, Kougkas N, Kalogiannaki E, Bertsias G, Flouri I, Sidiropoulos P. Rheumatoid arthritis patients initiating rituximab with low number of previous bDMARDs failures may effectively reduce rituximab dose and experience fewer serious adverse events than patients on full dose: a 5-year cohort study. Arthritis Res Ther 2022; 24:132. [PMID: 35655317 PMCID: PMC9161491 DOI: 10.1186/s13075-022-02826-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 05/21/2022] [Indexed: 11/30/2022] Open
Abstract
Background
Rituximab is used for the treatment of active rheumatoid arthritis. In the present study, we examined the long-term flare risk and safety of reduced doses of rituximab. Patients-methods This was a prospective, observational, single-center study of patients starting rituximab on standard dose (SD). Patients were switched to low dose (LD) (1 g every 6 months), based on the treating rheumatologist’s decision after having achieved sustained clinical responses, while the rest of the patients continued on standard dose (SD). During a 60-month period, we assessed (Kaplan–Meier survival analysis) the relapse rate (increase ≥ 1.2 in DAS28-ESR for ≥ 6 months) and discontinuations due to treatment failure in the low dose group, and we compared the incidence of serious adverse events (SAEs) between LD and SD groups. Results Out of 361 patients [females 83.4%, mean age 61.9 (10.6) years, seropositive 50.3%, median total comorbidities count 4], 81 patients (22.4%) entered LD in a median time of 24 months (95% CI 18–30 months). Seropositivity (OR 1.823), more than 2 previous bDMARDs failures (OR 0.428), and DAS28 < 4.88 at 6 months (OR 2.329) predicted the odds of entering LD (p < 0.05 for all). During 60 months of follow-up, only 7.5% of patients on LD relapsed. Patients on LD had significantly less SAEs and all-cause hospitalizations as compared to the SD group (p < 0.05 for all). Linear regression analysis showed that previous hospitalization while on bDMARDs (p < 0.0001), use of prednisolone > 5 mg/day while on rituximab (p < 0.0001), and a history of ≥ 2 previous csDMARDs (p = 0.041) predicted the risk of SAEs. Conclusion In a cohort of patients with established RA and significant comorbidities who taper rituximab after substantial initial disease activity improvement, a low rate of relapses and lower risk of SAEs compared to SD were recorded. Seropositivity, a lower number of previous bDMARDs use, and lower DAS28 at 6 months predicted the probability of entering the LD regimen. Supplementary Information The online version contains supplementary material available at 10.1186/s13075-022-02826-6.
Collapse
Affiliation(s)
- Antonios Bertsias
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece
| | - Nestor Avgoustidis
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece
| | - Ioannis Papalopoulos
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece
| | - Argyro Repa
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece
| | - Nikolaos Kougkas
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece
| | - Eleni Kalogiannaki
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece
| | - Georgios Bertsias
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece.,Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas (FORTH), Heraklion, Greece
| | - Irini Flouri
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece
| | - Prodromos Sidiropoulos
- Rheumatology, Clinical Immunology and Allergy Department, Medical School University of Crete, 71110 Voutes, Heraklion, Greece. .,Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas (FORTH), Heraklion, Greece.
| |
Collapse
|
10
|
Park DJ, Choi SE, Kang JH, Shin K, Sung YK, Lee SS. Comparison of the efficacy and risk of discontinuation between non-TNF-targeted treatment and a second TNF inhibitor in patients with rheumatoid arthritis after first TNF inhibitor failure. Ther Adv Musculoskelet Dis 2022; 14:1759720X221091450. [PMID: 35464808 PMCID: PMC9021479 DOI: 10.1177/1759720x221091450] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 03/15/2022] [Indexed: 11/22/2022] Open
Abstract
Objectives: Despite improved care for rheumatoid arthritis (RA) patients, many still experience treatment failure with biologic disease-modifying antirheumatic drugs (bDMARDs) or targeted synthetic DMARDs [tsDMARDs; typically Janus kinase inhibitors (JAKi)], and eventually switch to other agents. We compared the efficacy of a second tumor necrosis factor inhibitor (TNFi) and non-TNF-targeted treatment as the second-line treatment in patients showing an insufficient response to the first TNFi. Methods: Patients were included if they had received at least one prescription for a TNFi, and at least one follow-up prescription for a second TNFi or non-TNF-targeted treatment after discontinuation of the first drug. In total, 209 patients were analyzed, including 69 with a second TNFi and 140 with a non-TNF-targeted treatment (106 non-TNFi biologics and 34 JAKi). Cox regression was used to estimate the hazard ratio (HR) for discontinuation. Results: The mean follow-up period after switching was 28.0 (range: 0–80) months and 24.4% of the 209 patients switched or discontinued the second drug. In multivariate Cox proportional hazard analysis, the non-TNF-targeted treatment group had a lower likelihood of discontinuing their treatment than the second TNFi group [HR = 0.326, 95% confidence interval (CI): 0.170–0.626, p = 0.001]. When analyzed separately, the risk of discontinuation was significantly lower in both the non-TNFi biologic (HR = 0.318, 95% CI: 0.160–0.633, p = 0.001) and JAKi (HR = 0.356, 95% CI: 0.129–0.980, p = 0.046) groups than in the second TNFi group. Conclusion: Our study supported switching to a non-TNF-targeted treatment instead of TNF cycling in patients with RA showing an inadequate response to initial TNFi.
Collapse
Affiliation(s)
- Dong-Jin Park
- Division of Rheumatology, Department of Internal Medicine, Chonnam National University Medical School & Hospital, Gwangju, Republic of Korea
| | - Sung-Eun Choi
- Division of Rheumatology, Department of Internal Medicine, Chonnam National University Medical School & Hospital, Gwangju, Republic of Korea
| | - Ji-Hyoun Kang
- Division of Rheumatology, Department of Internal Medicine, Chonnam National University Medical School & Hospital, Gwangju, Republic of Korea
| | - Kichul Shin
- Division of Rheumatology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Yoon-Kyoung Sung
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Shin-Seok Lee
- Division of Rheumatology, Department of Internal Medicine, Chonnam National University Medical School & Hospital, 42 Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea
| |
Collapse
|
11
|
Harrold LR, Connolly SE, Wittstock K, Zhuo J, Kelly S, Lehman T, Shan Y, Rebello S, Guo L, Khaychuk V. Baseline Anti-Citrullinated Protein Antibody Status and Response to Abatacept or Non-TNFi Biologic/Targeted-Synthetic DMARDs: US Observational Study of Patients with RA. Rheumatol Ther 2022; 9:465-480. [PMID: 34940957 PMCID: PMC8964884 DOI: 10.1007/s40744-021-00401-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 11/15/2021] [Indexed: 01/30/2023] Open
Abstract
INTRODUCTION Patients with rheumatoid arthritis (RA) may respond to treatments differently based on their underlying serology and biomarker status, but real-world data comparing treatment responses to abatacept versus other non-TNFi biologic or targeted-synthetic DMARDs by anti-citrullinated protein antibody (ACPA) status remain limited. We assessed the association between ACPA status and response to treatment in patients with RA. METHODS Adults from CorEvitas' RA Registry were identified who initiated abatacept, rituximab, tocilizumab, or tofacitinib, and had ACPA measured at/prior to treatment initiation and at the 6-month follow-up visit. Three cohorts were included: abatacept/rituximab (2006-2019), abatacept/tocilizumab (2010-2019), and abatacept/tofacitinib (2012-2019). Patient characteristics at initiation were compared by ACPA status (positive [+], anti-cyclic citrullinated peptide-2 [anti-CCP2] ≥ 20 U/ml; negative [-], anti-CCP2 < 20 U/ml). Outcomes over 6 months: changes in Clinical Disease Activity Index (CDAI), modified Health Assessment Questionnaire (mHAQ), patient global assessment (PGA) scores, and proportion of patients achieving a clinical response. Adjusted mean differences and odds ratios were estimated using mixed-effects linear regression models. RESULTS Overall, 982 abatacept, 246 rituximab, 404 tocilizumab, and 429 tofacitinib initiators were identified. ACPA+ (vs. ACPA-) patients had longer disease duration and more erosive disease. During most time periods adjusted mean changes in CDAI, mHAQ, and PGA scores and the proportion of patients achieving a clinical response were significantly higher for ACPA+ versus ACPA- patients initiating abatacept. Adjusted mean change in PGA score and patient fatigue were significantly higher for ACPA+ versus ACPA- patients initiating rituximab. No significant differences were seen by ACPA status for patients initiating tocilizumab or tofacitinib. CONCLUSIONS Patients who initiated abatacept or rituximab and were ACPA+ had a greater clinical response at 6-month follow-up post index compared to patients who were ACPA- treated with the same biologic.
Collapse
Affiliation(s)
- Leslie R Harrold
- CorEvitas, LLC, Waltham, MA, USA.
- University of Massachusetts Medical School, Worcester, MA, USA.
| | | | | | - Joe Zhuo
- Worldwide Health Economics and Outcomes Research, Bristol Myers Squibb, Princeton, NJ, USA
| | | | | | - Ying Shan
- Department of Biostatistics, CorEvitas, LLC, Waltham, MA, USA
| | | | - Lin Guo
- Department of Biostatistics, CorEvitas, LLC, Waltham, MA, USA
| | - Vadim Khaychuk
- US Medical Immunology and Fibrosis, Bristol Myers Squibb, Princeton, NJ, USA
| |
Collapse
|
12
|
Ma J, Li D, Sun B, Hou X, Zhang‐Peng X, Li W, Zhang Y, Hu F, Shi X. Label‐free Electrochemical Immunosensor for Sensitive Detection of Rheumatoid Arthritis Biomarker Anti‐CCP‐ab. ELECTROANAL 2022. [DOI: 10.1002/elan.202100045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Jing Ma
- School of Pharmacy Lanzhou University Lanzhou 730000 China
| | - Dai Li
- School of Pharmacy Lanzhou University Lanzhou 730000 China
| | - Bolu Sun
- School of Pharmacy Lanzhou University Lanzhou 730000 China
| | - Xiaohui Hou
- School of Pharmacy Lanzhou University Lanzhou 730000 China
| | | | - Wen Li
- School of Pharmacy Lanzhou University Lanzhou 730000 China
| | - Yan Zhang
- National Engineering Research Center for Gelatin-based Traditional Chinese Medicine, Dong-E-E-Jiao Co., Ltd. Liaocheng China
| | - Fangdi Hu
- School of Pharmacy Lanzhou University Lanzhou 730000 China
| | - Xiaofeng Shi
- Gansu Academy of Medical Science Xiaoxihu East Street Lanzhou Gansu Province 730050 China
| |
Collapse
|
13
|
Vittecoq O, Guillou C, Hardouin J, Gerard B, Berenbaum F, Constantin A, Rincheval N, Combe B, Lequerre T, Cosette P. Validation in the ESPOIR cohort of vitamin K-dependent protein S (PROS) as a potential biomarker capable of predicting response to the methotrexate/etanercept combination. Arthritis Res Ther 2022; 24:72. [PMID: 35313956 PMCID: PMC8935769 DOI: 10.1186/s13075-022-02762-5] [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: 01/24/2022] [Accepted: 02/24/2022] [Indexed: 11/17/2022] Open
Abstract
Background To validate the ability of PROS (vitamin K-dependent protein S) and CO7 (complement component C7) to predict response to the methotrexate (MTX)/etanercept (ETA) combination in rheumatoid arthritis (RA) patients who received this therapeutic combination in a well-documented cohort. Method From the ESPOIR cohort, RA patients having received the MTX/ETA or MTX/adalimumab (ADA) combination as a first-line biologic treatment were included. Serum concentrations of PROS and CO7 were measured by ELISA prior to the initiation of ETA or ADA, at a time where the disease was active (DAS28 ESR > 3.2). The clinical efficacy (response/non-response) of both combinations has been evaluated after at least 6 months of treatment, according to the EULAR response criteria with some modifications. Results Thirty-two were treated by MTX/ETA; the numbers of responders and non-responders were 24 and 8, respectively. Thirty-three patients received the MTX/ADA combination; 27 and 5 patients were respectively responders and non-responders. While there were no differences for demographic, clinical, biological, and X-rays data, as well as for CO7, serum levels of PROS tended to be significantly higher in responders to the MTX/ETA combination (p = 0.08) while no difference was observed in the group receiving MTX/ADA. For PROS, the best concentration threshold to differentiate both groups was calculated at 40 μg/ml using ROC curve. The theranostic performances of PROS appeared better for the ETA/MTX combination. When considering the response to this combination, analysis of pooled data from ESPOIR and SATRAPE (initially used to validate PROS and CO7 as potential theranostic biomarkers) cohorts led to a higher theranostic value of PROS that became significant (p = 0.009). Conclusion PROS might be one candidate of a combination of biomarkers capable of predicting the response to MTX/ETA combination in RA patients refractory to MTX. Trial registration ClinicalTrials.gov identifiers: NCT03666091 and NCT00234234.
Collapse
Affiliation(s)
- Olivier Vittecoq
- Rouen University Hospital, Department of Rheumatology & CIC-CRB1404, Normandie Univ, UNIROUEN, F 76000, Rouen, France. .,Inserm 1234 (PANTHER), F76000, Rouen, France.
| | - Clément Guillou
- Normandie Univ, PISSARO Proteomics Facility, IRIB, 76130 Mont-Saint Aignan, France & PBS-UMR6270 CNRS, FR3038 CNRS, 76130, Mont-Saint Aignan, France
| | - Julie Hardouin
- Normandie Univ, PISSARO Proteomics Facility, IRIB, 76130 Mont-Saint Aignan, France & PBS-UMR6270 CNRS, FR3038 CNRS, 76130, Mont-Saint Aignan, France
| | - Baptiste Gerard
- Rouen University Hospital, Department of Rheumatology & CIC-CRB1404, Normandie Univ, UNIROUEN, F 76000, Rouen, France.,Inserm 1234 (PANTHER), F76000, Rouen, France
| | - Francis Berenbaum
- Department of Rheumatology, AP-HP Saint-Antoine Hospital, Sorbonne University, Inserm CRSA, Paris, France
| | - Arnaud Constantin
- Rheumatology Department, Toulouse University Hospital, UMR 1043 & Université Toulouse III-Paul Sabatier, Toulouse, France
| | - Nathalie Rincheval
- Unit of Statistics, Institute of Clinical Research EA2415, Montpellier University, Montpellier, France
| | - Bernard Combe
- Rheumatology Department, CHU Montpellier, Montpellier University, Montpellier, France
| | - Thierry Lequerre
- Rouen University Hospital, Department of Rheumatology & CIC-CRB1404, Normandie Univ, UNIROUEN, F 76000, Rouen, France.,Inserm 1234 (PANTHER), F76000, Rouen, France
| | - Pascal Cosette
- Normandie Univ, PISSARO Proteomics Facility, IRIB, 76130 Mont-Saint Aignan, France & PBS-UMR6270 CNRS, FR3038 CNRS, 76130, Mont-Saint Aignan, France
| |
Collapse
|
14
|
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.
Collapse
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
| |
Collapse
|
15
|
Ruel-Gagné S, Simonyan D, Légaré J, Bessette L, Fortin PR, Lacaille D, Dogba MJ, Michou L. Expectations and educational needs of rheumatologists, rheumatology fellows and patients in the field of precision medicine in Canada, a quantitative cross-sectional and descriptive study. BMC Rheumatol 2021; 5:52. [PMID: 34839831 PMCID: PMC8627786 DOI: 10.1186/s41927-021-00222-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 08/03/2021] [Indexed: 11/10/2022] Open
Abstract
Background Precision medicine, as a personalized medicine approach based on biomarkers, is a booming field. In general, physicians and patients have a positive attitude toward precision medicine, but their knowledge and experience are limited. In this study, we aimed at assessing the expectations and educational needs for precision medicine among rheumatologists, rheumatology fellows and patients with rheumatic diseases in Canada. Methods We conducted two anonymous online surveys between June and August 2018, one with rheumatologists and fellows and one with patients assessing precision medicine expectations and educational needs. Descriptive statistics were performed. Results 45 rheumatologists, 6 fellows and 277 patients answered the survey. 78% of rheumatologists and fellows and 97.1% of patients would like to receive training on precision medicine. Most rheumatologists and fellows agreed that precision medicine tests are relevant to medical practice (73.5%) with benefits such as helping to determine prognosis (58.9%), diagnosis (79.4%) and avoid treatment toxicity (61.8%). They are less convinced of their usefulness in helping to choose the most effective treatment and to improve patient adherence (23.5%). Most patients were eager to take precision medicine tests that could predict disease prognosis (92.4%), treatment response (98.1%) or drug toxicity (93.4%), but they feared potential negative impacts like loss of insurability (62.2%) and high cost of the test (57.5%). Conclusions Our study showed that rheumatologists and patients in Canada are overall interested in getting additional precision medicine education. Indeed, while convinced of the potential benefits of precision medicine tests, most physicians don’t feel confident in their abilities and consider their training insufficient to incorporate them into clinical practice. Supplementary Information The online version contains supplementary material available at 10.1186/s41927-021-00222-2.
Collapse
Affiliation(s)
- Sophie Ruel-Gagné
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada
| | - David Simonyan
- Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada
| | | | - Louis Bessette
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada.,Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada
| | - Paul R Fortin
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada.,Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada
| | - Diane Lacaille
- Arthritis Research Canada, University of British Columbia, Vancouver, BC, Canada
| | - Maman Joyce Dogba
- Department of Family and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec, Canada.,Centre de Recherche en Santé Durable VITAM, Quebec, Canada
| | - Laëtitia Michou
- Division of Rheumatology-R4774, Department of Medicine, CHU de Québec-Université Laval, 2705 Boulevard Laurier, Quebec, QC, G1V 4G2, Canada. .,Centre de Recherche du CHU de Québec-Université Laval, Quebec, Canada.
| |
Collapse
|
16
|
Bhushan V, Lester S, Briggs L, Hijjawi R, Shanahan EM, Pontifex E, Ninan J, Hill C, Cai F, Walker J, Goldblatt F, Wechalekar MD. Real-Life Retention Rates and Reasons for Switching of Biological DMARDs in Rheumatoid Arthritis, Psoriatic Arthritis, and Ankylosing Spondylitis. Front Med (Lausanne) 2021; 8:708168. [PMID: 34646840 PMCID: PMC8502861 DOI: 10.3389/fmed.2021.708168] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 07/29/2021] [Indexed: 11/13/2022] Open
Abstract
Aims: To determine real-life biologic/targeted synthetic disease-modifying anti-rheumatic drug (b/tsDMARD) retention rates in rheumatoid arthritis (RA), psoriatic arthritis (PsA), and ankylosing spondylitis (AS), explore reasons for switching and to compare results to previously published data. Methods: Time-to-event analysis for mean treatment duration (estimated as the Restricted Mean Survival Time), b/tsDMARD failure, and b/tsDMARDs switching was performed for 230 patients (n = 147 RA, 46 PsA, 37 AS) who commenced their first b/tsDMARD between 2008 and 2018. Patients were managed in a dedicated “biologics” clinic in a tertiary hospital; the choice of b/tsDMARD was clinician driven based on medical factors and patient preferences. The effect of covariates on switching risk was analysed by a conditional risk-set Cox proportional-hazards model. Treatment retention data was compared to a historical analysis (2002–2008). Results: The proportions remaining on treatment (retention) were similar, throughout follow-up, for the first, second and third b/tsDMARDs across all patients (p = 0.46). When compared to RA patients, the risk of b/tsDMARD failure was halved in PsA patients [Hazard Ratio (HR) = 0.50], but no different in AS patients (HR = 1.0). The respective restricted mean (95%CI) treatment durations, estimated at 5 years of follow-up, were 3.1 (2.9, 3.4), 4.1 (3.7, 4.6), and 3.3 (2.8, 3.9) years, for RA, PsA, and AS, respectively. Age, gender, disease duration, smoking status and the use of concomitant csDMARDS were not associated with the risk of bDMARD failure. The most common reasons for switching in the first and subsequent years were secondary (n = 62) and primary (n = 35) failure. Comparison with historical data indicated no substantive differences in switching of the first biologic for RA and PsA. Conclusion: Similar retention rates of the second and third compared to the first b/tsDMARD in RA, PsA, and AS support a strategy of differential b/tsDMARDs use informed by patient presentation. Despite greater availability of b/tsDMARDs with differing mechanisms of action, retention rates of the first b/tsDMARD remain similar to previous years.
Collapse
Affiliation(s)
- Vandana Bhushan
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia.,Division of Medicine, Flinders Medical Centre, Adelaide, SA, Australia
| | - Susan Lester
- Rheumatology Unit, Queen Elizabeth Hospital, Adelaide, SA, Australia.,Discipline of Medicine, The University of Adelaide, Adelaide, SA, Australia
| | - Liz Briggs
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia
| | - Raif Hijjawi
- Division of Medicine, Flinders Medical Centre, Adelaide, SA, Australia
| | - E Michael Shanahan
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia.,College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Eliza Pontifex
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia.,College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Jem Ninan
- Rheumatology Unit, Queen Elizabeth Hospital, Adelaide, SA, Australia
| | - Catherine Hill
- Rheumatology Unit, Queen Elizabeth Hospital, Adelaide, SA, Australia.,Discipline of Medicine, The University of Adelaide, Adelaide, SA, Australia
| | - Fin Cai
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia.,College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Jennifer Walker
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia.,College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Fiona Goldblatt
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia.,College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Mihir D Wechalekar
- Rheumatology Unit, Flinders Medical Centre, Adelaide, SA, Australia.,College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| |
Collapse
|
17
|
Tsuchiya H, Fujio K. Title Current Status of the Search for Biomarkers for Optimal Therapeutic Drug Selection for Patients with Rheumatoid Arthritis. Int J Mol Sci 2021; 22:ijms22179534. [PMID: 34502442 PMCID: PMC8431405 DOI: 10.3390/ijms22179534] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 08/28/2021] [Accepted: 08/28/2021] [Indexed: 12/19/2022] Open
Abstract
Rheumatoid arthritis (RA) is an autoimmune disease characterized by destructive synovitis. It is significantly associated with disability, impaired quality of life, and premature mortality. Recently, the development of biological agents (including tumor necrosis factor-α and interleukin-6 receptor inhibitors) and Janus kinase inhibitors have advanced the treatment of RA; however, it is still difficult to predict which drug will be effective for each patient. To break away from the current therapeutic approaches that could be described as a “lottery,” there is an urgent need to establish biomarkers that stratify patients in terms of expected therapeutic responsiveness. This review deals with recent progress from multi-faceted analyses of the synovial tissue in RA, which is now bringing new insights into diverse features at both the cellular and molecular levels and their potential links with particular clinical phenotypes.
Collapse
|
18
|
Ota M, Fujio K. Multi-omics approach to precision medicine for immune-mediated diseases. Inflamm Regen 2021; 41:23. [PMID: 34332645 PMCID: PMC8325815 DOI: 10.1186/s41232-021-00173-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 06/26/2021] [Indexed: 12/23/2022] Open
Abstract
Recent innovation in high-throughput sequencing technologies has drastically empowered the scientific research. Consequently, now, it is possible to capture comprehensive profiles of samples at multiple levels including genome, epigenome, and transcriptome at a time. Applying these kinds of rich information to clinical settings is of great social significance. For some traits such as cardiovascular diseases, attempts to apply omics datasets in clinical practice for the prediction of the disease risk have already shown promising results, although still under way for immune-mediated diseases. Multiple studies have tried to predict treatment response in immune-mediated diseases using genomic, transcriptomic, or clinical information, showing various possible indicators. For better prediction of treatment response or disease outcome in immune-mediated diseases, combining multi-layer information together may increase the power. In addition, in order to efficiently pick up meaningful information from the massive data, high-quality annotation of genomic functions is also crucial. In this review, we discuss the achievement so far and the future direction of multi-omics approach to immune-mediated diseases.
Collapse
Affiliation(s)
- Mineto Ota
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-0033, Japan. .,Department of Functional Genomics and Immunological Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-0033, Japan.
| | - Keishi Fujio
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-0033, Japan
| |
Collapse
|
19
|
IgA rheumatoid factor is associated with bone mineral density preservation in rheumatoid arthritis. Clin Rheumatol 2021; 40:4879-4887. [PMID: 34282512 DOI: 10.1007/s10067-021-05814-4] [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: 01/11/2021] [Revised: 05/11/2021] [Accepted: 05/13/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Autoantibodies such as IgM rheumatoid factor (RF) and anti-citrullinated proteins/peptides antibodies (ACPA) have previously been incriminated in systemic bone loss in rheumatoid arthritis (RA). There are, however, no data describing association of IgA RF and IgG RF with systemic bone loss. OBJECTIVE This study was aimed to investigate the association of RF isotypes with systemic bone loss among patients with RA. METHODS RF isotypes and ACPA were measured by enzyme-linked immunosorbent assay among 153 patients with RA. Bone mineral density (BMD) was assessed using dual-energy X-ray absorptiometry. RESULTS Ninety-four (61.4%) patients had positive IgA RF, 89 (58.2%) had positive IgG RF, 109 (71.2%) had positive IgM RF, whereas 122 (80.3%) RA patients tested positive for ACPA. Compared to the IgA RF-negative patients, IgA RF-positive patients exhibited higher disease activity and had higher RF titers. Seven (4.6%) patients had low BMD at femoral neck, 12 (7.8%) at total femur, and 47 (30.7%) at lumbar spine. IgA RF was found to be associated with protection against low BMD at spine (OR = 0.47, 95% CI = 0.23-0.95, p = 0.034). This association was further confirmed in the multivariate regression analysis taking into account several potential confounding factors (OR = 0.21, 95% CI = 0.06-0.65, p = 0.039). No association between low BMD and the presence of IgG RF or IgM RF or ACPA was found. CONCLUSION IgA RF for the first time ever was shown to be associated with BMD preservation at spine in RA. Key points • IgA RF was associated with protection against low spinal BMD. • No association between low BMD and the presence of IgG RF or IgM RF was found.
Collapse
|
20
|
Harrold LR, Bryson J, Lehman T, Zhuo J, Gao S, Han X, Schrader A, Rebello S, Pappas DA, Sommers T, Kremer JM. Association Between Baseline Anti-cyclic Citrullinated Peptide Antibodies and 6-Month Clinical Response Following Abatacept or TNF Inhibitor Treatment: A Real-World Analysis of Biologic-Experienced Patients with RA. Rheumatol Ther 2021; 8:937-953. [PMID: 34047953 PMCID: PMC8217398 DOI: 10.1007/s40744-021-00310-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 04/19/2021] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Anti-cyclic citrullinated peptide (anti-CCP) antibodies are associated with poor prognosis in patients with rheumatoid arthritis (RA). Previous data from randomized controlled trials and clinical practice have shown anti-CCP-positive (+) patients had a better response to treatment with abatacept or tumor necrosis factor inhibitor (TNFi) treatment than those who were anti-CCP negative. This study assessed the association between baseline anti-CCP2 [a surrogate for anti-citrullinated protein antibody (ACPA)] concentration and 6-month treatment responses to abatacept or TNFi in patients with RA. METHODS This real-world analysis included biologic-experienced patients from CERTAIN (Comparative Effectiveness Registry to study Therapies for Arthritis and Inflammatory CoNditions) who initiated abatacept or TNFi, had prior biologic disease-modifying drug exposure and baseline anti-CCP2 concentration/serostatus and serum samples (baseline and 6 months). Baseline demographics and disease characteristics were compared. Change from baseline at 6 months in Clinical Disease Activity Index (CDAI) score and patient-reported outcomes [PROs: pain, fatigue, patient global assessment (PtGA), modified Health Assessment Questionnaire (mHAQ) score], by baseline anti-CCP2 quartile and binary cut-off (> 10-250 and > 250 U/ml), were evaluated separately in the abatacept and TNFi groups using a linear regression model adjusted for age, sex, CDAI/PROs, comorbidity index, and methotrexate use. RESULTS Included were 138 abatacept and 137 TNFi initiators who were anti-CCP2+. At baseline, there were significant differences between anti-CCP2 quartiles and mean CDAI, swollen joint count 28, C-reactive protein (CRP), Disease Activity Score 28 (CRP), rheumatoid factor (RF), mHAQ and physician global assessment among abatacept initiators, and in mean RF, mHAQ, and PtGA among TNFi initiators. Among abatacept (but not TNFi) initiators, CDAI numerically improved (p = 0.208) and PROs significantly improved (p < 0.05) with increasing baseline anti-CCP2. CONCLUSIONS In patients treated with abatacept, not TNFi, higher anti-CCP2 concentrations at baseline were associated with numerically greater improvements in CDAI and significant improvements in PROs after 6 months. CLINICAL TRIAL NUMBER NCT01625650.
Collapse
Affiliation(s)
- Leslie R Harrold
- CorEvitas, LLC, 1440 Main Street, Suite 310, Waltham, MA, 02451, USA.
- University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA.
| | - Joshua Bryson
- Bristol Myers Squibb, 100 Nassau Park Blvd #300, Princeton, NJ, 08540, USA
| | - Thomas Lehman
- Bristol Myers Squibb, 100 Nassau Park Blvd #300, Princeton, NJ, 08540, USA
| | - Joe Zhuo
- Bristol Myers Squibb, 100 Nassau Park Blvd #300, Princeton, NJ, 08540, USA
| | - Sheng Gao
- Bristol Myers Squibb, 100 Nassau Park Blvd #300, Princeton, NJ, 08540, USA
| | - Xue Han
- Bristol Myers Squibb, 100 Nassau Park Blvd #300, Princeton, NJ, 08540, USA
| | - Amy Schrader
- CorEvitas, LLC, 1440 Main Street, Suite 310, Waltham, MA, 02451, USA
| | - Sabrina Rebello
- Amyloidosis Research Consortium, 320 Nevada Street, Suite 210, Newton, Massachusetts, 02460, USA
| | - Dimitrios A Pappas
- CorEvitas, LLC, 1440 Main Street, Suite 310, Waltham, MA, 02451, USA
- Department of Medicine, Columbia University, 630 West 168th Street, New York, NY, USA
| | - Tanya Sommers
- CorEvitas, LLC, 1440 Main Street, Suite 310, Waltham, MA, 02451, USA
| | - Joel M Kremer
- Albany Medical College and the Center for Rheumatology, 47 New Scotland Ave, Albany, NY, 12208, USA
| |
Collapse
|
21
|
Watanabe R, Hashimoto M, Murata K, Murakami K, Tanaka M, Ohmura K, Ito H, Matsuda S. Prevalence and predictive factors of difficult-to-treat rheumatoid arthritis: the KURAMA cohort. Immunol Med 2021; 45:35-44. [PMID: 34033729 DOI: 10.1080/25785826.2021.1928383] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
Difficult-to-treat rheumatoid arthritis (D2T RA) is a multifactorial condition in which disease activity of RA persists despite consecutive treatment with biological or targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs). To evaluate the prevalence and predictive risk factors of D2T RA in our institution, a single-center, retrospective study was conducted. Medical records of RA patients, who visited our hospital from 2011 to 2020 and had a follow-up of more than 6 months, were retrospectively reviewed. D2T RA was defined as RA with a disease activity score of 28 - erythrocyte sedimentation rate (DAS28-ESR) of 3.2 or higher at the last visit, despite the use of at least two b/tsDMARDs. A logistic regression model was used to identify risk factors. A total of 672 patients were enrolled. The mean age at disease onset was 52.1 years and females were dominant (76.3%). After a mean follow-up of 46.6 months, patients with D2T RA accounted for 7.9% of overall patients. Multivariate analysis identified high rheumatoid factor (RF) levels (≥156.4 IU/mL, odds ratio [OR]: 1.95), DAS28-ESR (OR: 1.24), and coexisting pulmonary disease (OR: 2.03) as predictive risk factors of D2T RA. In conclusion, high RF levels, high DAS28-ESR, and coexisting pulmonary disease at baseline can predict the development of D2T RA.
Collapse
Affiliation(s)
- Ryu Watanabe
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Motomu Hashimoto
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Koichi 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
| | - Kosaku Murakami
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Masao Tanaka
- Department of Advanced Medicine for Rheumatic Diseases, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Koichiro Ohmura
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Hiromu 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
| | - Shuichi Matsuda
- Department of Orthopaedic Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| |
Collapse
|
22
|
Han X, Lobo F, Broder MS, Chang E, Gibbs SN, Ridley DJ, Yermilov I. Persistence with Early-Line Abatacept versus Tumor Necrosis Factor-Inhibitors for Rheumatoid Arthritis Complicated by Poor Prognostic Factors. JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH 2021; 8:71-78. [PMID: 34046511 PMCID: PMC8133796 DOI: 10.36469/jheor.2021.23684] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Background: Rheumatoid arthritis (RA) is a chronic inflammatory disease characterized by joint swelling and destruction that leads to severe disability. There are no clear guidelines regarding the order of therapies. Gathering data on treatment patterns outside of a clinical trial setting can provide useful context for clinicians. Objectives: To assess real-world treatment persistence in early-line abatacept versus tumor necrosis factor-inhibitors (TNFi) treated patients with RA complicated by poor prognostic factors (including anti-cyclic citrullinated peptide antibodies [ACPA] and rheumatoid factor [RF] seropositivity). Methods: We performed a multi-center retrospective medical record review. Adult patients with RA complicated by poor prognostic factors were treated with either abatacept or TNFis as the first biologic treatment at the clinic. Poor prognostic factors included ACPA+, RF+, increased C-reactive protein levels, elevated erythrocyte sedimentation rate levels, or presence of joint erosions. We report 12-month treatment persistence, time to discontinuation, reasons for discontinuation, and risk of discontinuation between patients on abatacept versus TNFi. Select results among the subgroup of ACPA+ and/or RF+ patients are presented. Results: Data on 265 patients (100 abatacept, 165 TNFis) were collected. At 12 months, 83% of abatacept patients were persistent versus 66.1% of TNFi patients (P=0.003). Median time to discontinuation was 1423 days for abatacept versus 690 days for TNFis (P=0.014). In adjusted analyses, abatacept patients had a lower risk of discontinuing index treatment due to disease progression (0.3 [95% confidence interval (CI): 0.1-0.6], P=0.001). Among the subgroup of ACPA+ and/or RF+ patients (55 abatacept, 108 TNFis), unadjusted 12-month treatment persistence was greater (83.6% versus 64.8%, P=0.012) and median time to discontinuation was longer (961 days versus 581 days, P=0.048) in abatacept versus TNFi patients. Discussion: Patients with RA complicated by poor prognostic factors taking abatacept, including the subgroup of patients with ACPA and RF seropositivity, had statistically significantly higher 12-month treatment persistence and a longer time to discontinuation than patients on TNFis. Conclusions: In a real-world setting, RA patients treated with abatacept were more likely to stay on treatment longer and had a lower risk of discontinuation than patients treated with TNFis.
Collapse
Affiliation(s)
- Xue Han
- Bristol-Myers Squibb Company, Health Economics and Outcomes Research, Princeton, NJ
| | - Francis Lobo
- Bristol-Myers Squibb Company, Health Economics and Outcomes Research, Princeton, NJ
| | - Michael S Broder
- Partnership for Health Analytic Research (PHAR), LLC, Beverly Hills, CA
| | - Eunice Chang
- Partnership for Health Analytic Research (PHAR), LLC, Beverly Hills, CA
| | - Sarah N Gibbs
- Partnership for Health Analytic Research (PHAR), LLC, Beverly Hills, CA
| | | | - Irina Yermilov
- Partnership for Health Analytic Research (PHAR), LLC, Beverly Hills, CA
| |
Collapse
|
23
|
Courvoisier DS, Chatzidionysiou K, Mongin D, Lauper K, Mariette X, Morel J, Gottenberg JE, Bergstra SA, Suarez MP, Codreanu C, Kvien TK, Santos MJ, Pavelka K, Hetland ML, Askling J, Turesson C, Kubo S, Tanaka Y, Iannone F, Choquette D, Nordström DC, Rotar Z, Lukina G, Gabay C, Van Vollenhoven R, Finckh A. The impact of seropositivity on the effectiveness of biologic anti-rheumatic agents: results from a collaboration of 16 registries. Rheumatology (Oxford) 2021; 60:820-828. [PMID: 32810263 DOI: 10.1093/rheumatology/keaa393] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 06/03/2020] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES RF and ACPA are used as diagnostic tools and their presence has been associated with clinical response to some biologic DMARDs (bDMARDs) in RA. This study compared the impact of seropositivity on drug discontinuation and effectiveness of bDMARDs in patients with RA, using head-to-head comparisons in a real-world setting. METHODS We conducted a pooled analysis of 16 observational RA registries. Inclusion criteria were a diagnosis of RA, initiation of treatment with rituximab (RTX), abatacept (ABA), tocilizumab (TCZ) or TNF inhibitors (TNFis) and available information on RF and/or ACPA status. Drug discontinuation was analysed using Cox regression, including drug, seropositivity, their interaction, adjusting for concomitant and past treatments and patient and disease characteristics and accounting for country and calendar year of bDMARD initiation. Effectiveness was analysed using the Clinical Disease Activity Index evolution over time. RESULTS Among the 27 583 eligible patients, the association of seropositivity with drug discontinuation differed across bDMARDs (P for interaction <0.001). The adjusted hazard ratios for seropositive compared with seronegative patients were 1.01 (95% CI 0.95, 1.07) for TNFis, 0.89 (0.78, 1.02)] for TCZ, 0.80 (0.72, 0.88) for ABA and 0.70 (0.59, 0.84) for RTX. Adjusted differences in remission and low disease activity rates between seropositive and seronegative patients followed the same pattern, with no difference in TNFis, a small difference in TCZ, a larger difference in ABA and the largest difference in RTX (Lundex remission difference +5.9%, low disease activity difference +11.6%). CONCLUSION Seropositivity was associated with increased effectiveness of non-TNFi bDMARDs, especially RTX and ABA, but not TNFis.
Collapse
Affiliation(s)
| | | | - Denis Mongin
- Rheumatology, University Hospitals of Geneva, Geneva, Switzerland
| | - Kim Lauper
- Rheumatology, University Hospitals of Geneva, Geneva, Switzerland.,Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
| | | | - Jacques Morel
- Rheumatology, CHU and University of Montpellier, Montpellier, France
| | | | | | | | - Catalin Codreanu
- Center of Rheumatic Diseases, University of Medicine and Pharmacy, Bucharest, Romania
| | - Tore K Kvien
- Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | | | - Karel Pavelka
- Rheumatology, Charles University, Prague, Czech Republic
| | - Merete L Hetland
- DANBIO Registry and Copenhagen Center for Arthritis Research, Rigshospitalet, Glostrup, Denmark.,Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Johan Askling
- Clinical Epidemiology, Karolinska Institutet, Stockholm, Sweden
| | - Carl Turesson
- Rheumatology, Skåne University Hospital, Malmö, Sweden
| | - Satoshi Kubo
- First Department of Internal Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Yoshiya Tanaka
- First Department of Internal Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Florenzo Iannone
- Italian Group for the Study of Early Arthritis, University Hospital of Bari, Bari, Italy
| | - Denis Choquette
- Institut de Recherche en Rhumatologie de Montréal, Centre hospitalier de l'Université de Montréal and Université de Montréal, Montréal, Canada
| | - Dan C Nordström
- ROB-FIN Registry, Helsinki University Hospital and Helsinki University, Helsinki, Finland
| | - Ziga Rotar
- Rheumatology, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Galina Lukina
- Rheumatology, V. A. Nasonova Research Institute of Rheumatology, Moscow, Russia
| | - Cem Gabay
- Rheumatology, University Hospitals of Geneva, Geneva, Switzerland
| | - Ronald Van Vollenhoven
- Rheumatology and Clinical Immunology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Axel Finckh
- Rheumatology, University Hospitals of Geneva, Geneva, Switzerland
| |
Collapse
|
24
|
Tymms K, Butcher B, Smith T, Littlejohn G. Impact of anti-citrullinated protein antibody on tumor necrosis factor inhibitor or abatacept response in patients with rheumatoid arthritis. Eur J Rheumatol 2021; 8:67-72. [PMID: 32966190 PMCID: PMC8133894 DOI: 10.5152/eurjrheum.2020.20024] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 08/09/2020] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE To assess the impact of anti-citrullinated protein antibody (ACPA) serostatus on response to treatment with either tumor necrosis factor inhibitors (TNFi) or abatacept in patients with rheumatoid arthritis (RA). METHODS Data was obtained from the Optimizing Patient outcomes in Australian RheumatoLogy (OPAL) dataset. Patient data were included in the analysis if they commenced treatment with abatacept or TNFi between 01 August 2006 and 30 June 2017 and had at least 12 months' follow-up. The primary outcome was the mean change in the clinical disease activity index (CDAI) score from baseline to 12 months. RESULTS A total of 2,052 patients were included of which 1,415 were in the TNFi cohort (n=1,053 ACPA positive) and 637 in the abatacept cohort (n=445 ACPA positive). Patients were predominantly female (75% TNFi; 80% abatacept) with no significant difference in age between cohorts. Patients with ACPA positivity had longer disease duration before commencing treatment in both the TNFi and abatacept cohorts compared to ACPA negative patients. No difference in disease severity was observed in those with ACPA negativity compared to those with ACPA positivity. Patients treated with TNFi and abatacept had significantly improved mean change in CDAI after 12 months; ACPA positivity was associated with greater response to treatment with abatacept compared to that in patients with ACPA negativity (p=0.011). No difference in response was observed based on ACPA serostatus in patients treated with TNFi (p=0.73). CONCLUSION Baseline ACPA positivity was associated with improved clinical response using CDAI outcome measure at 12 months for abatacept but not for TNFi therapies.
Collapse
Affiliation(s)
- Kathleen Tymms
- Canberra Rheumatology, Canberra City, Australian Capital Territory, Australia
- OPAL Rheumatology Ltd, Sydney, New South Wales, Australia
| | - Belinda Butcher
- WriteSource Medical Pty Ltd, Lane Cove, New South Wales, Australia
- School of Medical Sciences, University of New South Wales, Kensington, New South Wales, Australia
| | - Tegan Smith
- OPAL Rheumatology Ltd, Sydney, New South Wales, Australia
| | - Geoffrey Littlejohn
- OPAL Rheumatology Ltd, Sydney, New South Wales, Australia
- Monash Rheumatology, Clayton, Victoria, Australia
| | | |
Collapse
|
25
|
Inamo J, Kaneko Y, Kikuchi J, Takeuchi T. High serum IgA and activated Th17 and Treg predict the efficacy of abatacept in patients with early, seropositive rheumatoid arthritis. Clin Rheumatol 2021; 40:3615-3626. [PMID: 33704594 DOI: 10.1007/s10067-021-05602-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 01/15/2021] [Accepted: 01/19/2021] [Indexed: 01/23/2023]
Abstract
OBJECTIVE To identify the predictive biomarkers for achieving remission with abatacept in patients with seropositive rheumatoid arthritis (RA). METHODS We enrolled patients with RA who were treated with abatacept. We compared the baseline laboratory results and longitudinal immune-phenotyping data between patients who achieved remission and those who did not achieve remission at 6 months according to the clinical disease activity index. RESULTS One hundred and twenty RA patients were enrolled. In the seropositive patients with early RA (n = 24), high serum IgA levels, anti-citrullinated peptide (CCP) titers, and neutrophil counts before treatment were predictors of remission (area under the curve [AUC], 0.659, 0.741, and 0.704, respectively). Additionally, activated Th17 (aTh17) cells and activated Treg (aTreg) cells before treatment were found to be significantly higher in patients with remission compared to those without remission (2.9% vs 1.1%, P = 0.02; 34.3% vs 17%, P = 0.03, respectively). The measurement of longitudinal cell subpopulation revealed a decrease in the effector CD4 T cell population after abatacept treatment, which correlated with anti-CCP titers and neutrophil counts, and was associated with remission achievement. In seropositive patients with established RA (n = 79), high RF titers and low IFN-γ levels were associated with the good response to abatacept. CONCLUSION Our study has shown that serum IgA levels, anti-CCP titer, and neutrophil counts are predictive biomarkers for predicting the response to abatacept in patients with seropositive and early RA and may reflect the inhibition of effector CD4 T cell subpopulations by abatacept. Key Points • Serum IgA levels and neutrophil counts are novel biomarkers for predicting the efficacy of abatacept. • Those may reflect the inhibition of effector CD4 T cell subpopulations by abatacept.
Collapse
Affiliation(s)
- Jun Inamo
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Yuko Kaneko
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Jun Kikuchi
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Tsutomu Takeuchi
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| |
Collapse
|
26
|
Abstract
Rheumatoid arthritis is a chronic, autoimmune connective tissue disease. In addition to joint involvement, extra-articular changes and organ complications also occur in the course of the disease. Untreated disease leads to disability and premature death. Therefore, it is important to recognise and begin treatment early. Based on the presence of rheumatoid factor and antibodies against citrullinated peptides, we can distinguish two forms of the disease: seropositive and seronegative. Research continues to elucidate the mechanisms of the onset of the disease, as well as to uncover factors that induce and influence the activity of the disease. The presence of markers that initially appear and affect the course of the disease can potentially aid in patient treatment. In this article, we have collected biomarkers of rheumatoid arthritis that are well understood as well as those that have been recently described.
Collapse
Affiliation(s)
- Bogdan Kolarz
- Department of Internal Medicine, Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszow, Poland
| | - Dominika Podgorska
- Department of Internal Medicine, Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszow, Poland
| | - Rafal Podgorski
- Department of Biochemistry, Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszow, Poland.,Centre for Innovative Research in Medical and Natural Sciences, University of Rzeszow, Rzeszow, Poland
| |
Collapse
|
27
|
Rotondo C, Corrado A, Cici D, Berardi S, Cantatore FP. Anti-cyclic-citrullinated-protein-antibodies in psoriatic arthritis patients: how autoimmune dysregulation could affect clinical characteristics, retention rate of methotrexate monotherapy and first line biotechnological drug survival. A single center retrospective study. Ther Adv Chronic Dis 2021; 12:2040622320986722. [PMID: 33796242 PMCID: PMC7970688 DOI: 10.1177/2040622320986722] [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: 06/23/2020] [Accepted: 12/16/2020] [Indexed: 11/16/2022] Open
Abstract
AIM Occasional findings of anti-cyclic-citrullinated-protein-antibodies (anti-CCP) were rarely observed in psoriatic arthritis (PsA). The aim of our study is to evaluate whether the presence of anti-CCP can determine different clinical subsets and influence methotrexate monotherapy survival, and biotechnological drug retention rate. METHODS We conducted a retrospective study on PsA patients. All patients were required to fulfill the CASPAR criteria for PsA, and to present juxta-articular osteo-proliferative signs at X-ray. The exclusion criteria were age less than 18 years old, satisfaction of rheumatoid arthritis classification criteria, and seropositivity for rheumatoid factor. Clinical characteristics, anti-CCP titer, drug survival and comorbidities information were recorded for each patient. Statistical significance was set at p ⩽ 0.05. RESULTS Of 407 patients with PsA screened 113 were recruited. Twelve patients were anti-CCP positive. Methotrexate monotherapy survival was shorter in patients with anti-CCP (150 ± 48.3 weeks versus 535.3 ± 65.3 weeks; p = 0.026) [discontinuation risk hazard ratio (HR) = 2.389, 95% confidence interval (CI) 1.043, 5.473; p = 0.039] than those without. Significant shorter survival of first-line biotechnological drugs (b-DMARDs) was observed in the anti-CCP positive group than in that without (102.05 ± 24.4 weeks versus 271.6 ± 41.7 weeks; p = 0.005) with higher discontinuation risk (HR = 3.230, 95% CI 1.299, 8.028; p = 0.012). A significant higher rate of multi-failure (more than second-line b-DMARDs) was found in anti-CCP positive patients than in those without (50% versus 14%, p = 0.035). CONCLUSION Anti-CCP in PsA could be suggestive of more severe disease, with worse drug survival of both methotrexate monotherapy and first-line b-DMARDs, and higher chance to be b-DMARDs multi-failure. So, they can be considered for more intensive clinical management of these patients.
Collapse
Affiliation(s)
- Cinzia Rotondo
- Department of Medical and Surgical Sciences – Rheumatology Unit, University of Foggia, Foggia viale Luigi Pinto 1, Foggia, 71122, Italy
| | - Addolorata Corrado
- Department of Medical and Surgical Sciences – Rheumatology Unit, University of Foggia, Foggia, Italy
| | - Daniela Cici
- Department of Medical and Surgical Sciences – Rheumatology Unit, University of Foggia, Foggia, Italy
| | - Stefano Berardi
- Department of Medical and Surgical Sciences – Rheumatology Unit, University of Foggia, Foggia, Italy
| | - Francesco Paolo Cantatore
- Department of Medical and Surgical Sciences – Rheumatology Unit, University of Foggia, Foggia, Italy
| |
Collapse
|
28
|
Fornaro M, Cacciapaglia F, Lopalco G, Venerito V, Iannone F. Predictors of long-term clinical remission in rheumatoid arthritis. Eur J Clin Invest 2021; 51:e13363. [PMID: 32725883 DOI: 10.1111/eci.13363] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 07/17/2020] [Accepted: 07/20/2020] [Indexed: 12/21/2022]
Abstract
AIM Little is known about possible predictors of long-term survival on biologic disease-modifying antirheumatic drugs (bDMARD) after achievement of deep clinical remission in rheumatoid arthritis (RA) patients. We aimed at assessing factors associated with drug persistence of the first bDMARD in RA patients who achieved Simplified Disease Activity Index (SDAI) remission. METHODS The clinical charts of RA patients beginning a first bDMARD were retrospectively reviewed, and those who achieved SDAI-based remission were selected for this analysis. Drug retention rate and mean survival time (MST) were estimated using Kaplan-Meier curves, and hazard ratios (HRs) of discontinuing bDMARD were estimated by multivariate Cox-regression models. RESULTS Eight-six patients were on SDAI remission, and the survival rate of bDMARDs since 'baseline-time' was 82.6% (MST = 77.8 (95% CI: 69-86) months). Once on remission, patients not taking concomitant glucocorticoids had significantly higher survival rate (90.7%, MST = 86.3 (95% CI: 78-95) months) than patients who continued to intake low dose of glucocorticoids (68.8%, MST = 56.9 (95% CI: 45-69) months; P = .008). On the contrary, those patients assuming methotrexate (MTX) had significantly higher survival (87.7% (MST = 81.8 (95% CI: 73-91) months) than patients who were not taking MTX (66.7% (MST = 55.3 (95% CI: 40-71) months) (log-rank 4.72, P = .03). After the achievement of disease remission, stopping glucocorticoids (HR 0.31, 95% CI: 0.10-0.93) and methotrexate co-therapy (HR 0.34, 95% CI: 0.12-0.98) were independently associated with a lower risk of bDMARD discontinuation. CONCLUSIONS Among RA patients on clinical remission with a first bDMARD, those stopping glucocorticoids and continuing MTX had much longer survival on bDMARD.
Collapse
Affiliation(s)
- Marco Fornaro
- Rheumatology Unit, Department of Emergence and Transplantation (DETO), University of Bari, Bari, Italy
| | - Fabio Cacciapaglia
- Rheumatology Unit, Department of Emergence and Transplantation (DETO), University of Bari, Bari, Italy
| | - Giuseppe Lopalco
- Rheumatology Unit, Department of Emergence and Transplantation (DETO), University of Bari, Bari, Italy
| | - Vincenzo Venerito
- Rheumatology Unit, Department of Emergence and Transplantation (DETO), University of Bari, Bari, Italy
| | - Florenzo Iannone
- Rheumatology Unit, Department of Emergence and Transplantation (DETO), University of Bari, Bari, Italy
| |
Collapse
|
29
|
Melville AR, Kearsley-Fleet L, Buch MH, Hyrich KL. Understanding Refractory Rheumatoid Arthritis: Implications for a Therapeutic Approach. Drugs 2021; 80:849-857. [PMID: 32361822 DOI: 10.1007/s40265-020-01309-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Refractory rheumatoid arthritis (RA) has emerged as an area of unmet need in a landscape of generally well-controlled disease. Whilst most patients are adequately treated on methotrexate and other first-line disease-modifying anti-rheumatic drugs (DMARDs), a proportion requires biologic (b) and targeted synthetic (ts) DMARDs, with a further subsection failing multiple agents. Recent observational studies have adopted working definitions of refractory RA based on number of failed DMARDs, with prevalence estimates of 6-21% depending on threshold and study population. Risk factors include treatment delay, baseline disease activity and function, female gender, smoking, obesity and lower socioeconomic status. Practical and conceptual challenges in defining refractory RA arise from limitations of disease activity scores used to assess response, with attendant misclassification risk of co-existent non-inflammatory pathology, and failure to capture additional outcomes, such as fatigue, that have variable treatment response. Time is an important factor in defining refractory disease; registry studies show that growing treatment options have resulted in rapid b/tsDMARD cycling and earlier refractory status, and refractory RA is itself a dynamic concept, evolving with each new therapeutic class. Whilst the biology underpinning refractory RA remains largely unknown, a general overview of biomarker studies and clinical trials old and new offers insights into prediction of response and treatment failure. Whilst the future holds promise, current data are insufficient to personalise or meaningfully sequence b/tsDMARDs. Therefore, avoidance of a refractory course is best achieved by following proven management paradigms (e.g. early diagnosis and treat-to-target), addressing modifiable risk factors, and considering enrolment in novel trials.
Collapse
Affiliation(s)
- Andrew R Melville
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Lianne Kearsley-Fleet
- Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Maya H Buch
- Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.,National Institute of Health Research Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Kimme L Hyrich
- Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK. .,National Institute of Health Research Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK.
| |
Collapse
|
30
|
Lakhanpal A, Smith MH, Donlin LT. Rheumatology in the era of precision medicine: synovial tissue molecular patterns and treatment response in rheumatoid arthritis. Curr Opin Rheumatol 2021; 33:58-63. [PMID: 33229974 DOI: 10.1097/bor.0000000000000767] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW A critical unmet need in rheumatoid arthritis (RA) is the identification of biomarkers that predict which of the available medications will be most effective for an individual in order to lower disease activity sooner than is afforded by the current treat-to-target approach. Here we will discuss recent reports examining the potential for synovial tissue molecular, cellular, and spatial profiling in defining objective measures of treatment response and therein developing personalized medicine for RA. RECENT FINDINGS Recent high-dimensional molecular profiling of RA synovium has provided unprecedented resolution of the cell types and pathways in tissues affected by rheumatic diseases. Heightened attention to tissue architecture is also emerging as a means to classify individual disease variation that may allow patients to be further stratified by therapeutic response. Although this wealth of data may have already pinpointed promising biomarkers, additional studies, likely including tissue-based functional drug response assays, will be required to demonstrate how the complex tissue environment responds. SUMMARY Molecular, cellular, and more recently spatial profiling of the RA synovium are uncovering fundamental features of the disease. Current investigations are examining whether this information will provide meaningful biomarkers for individualized medicine in RA.
Collapse
Affiliation(s)
| | | | - Laura T Donlin
- Arthritis and Tissue Degeneration Program and the David Z. Rosensweig Genomics Research Center, Hospital for Special Surgery
- Weill Cornell Medical College and Graduate School, New York, New York, USA
| |
Collapse
|
31
|
Poulsen TBG, Karamehmedovic A, Aboo C, Jørgensen MM, Yu X, Fang X, Blackburn JM, Nielsen CH, Kragstrup TW, Stensballe A. Protein array-based companion diagnostics in precision medicine. Expert Rev Mol Diagn 2020; 20:1183-1198. [PMID: 33315478 DOI: 10.1080/14737159.2020.1857734] [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: 02/07/2023]
Abstract
INTRODUCTION The development of companion diagnostics (CDx) will increase efficacy and cost-benefit markedly, compared to the currently prevailing trial-and-error approach for treatment. Recent improvements in high-throughput protein technology have resulted in large amounts of predictive biomarkers that are potentially useful components of future CDx assays. Current high multiplex protein arrays are suitable for discovery-based approaches, while low-density and more simple arrays are suitable for use in point-of-care facilities. AREA COVERED This review discusses the technical platforms available for protein array focused CDx, explains the technical details of the platforms and provide examples of clinical use, ranging from multiplex arrays to low-density clinically applicable arrays. We thereafter highlight recent predictive biomarkers within different disease areas, such as oncology and autoimmune diseases. Lastly, we discuss some of the challenges connected to the implementation of CDx assays as point-of-care tests. EXPERT OPINION Recent advances in the field of protein arrays have enabled high-density arrays permitting large biomarker discovery studies, which are beneficial for future CDx assays. The density of protein arrays range from a single protein to proteome-wide arrays, allowing the discovery of protein signatures that may correlate with drug response. Protein arrays will undoubtedly play a key role in future CDx assays.
Collapse
Affiliation(s)
- Thomas B G Poulsen
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark.,Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China
| | - Azra Karamehmedovic
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark.,Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China
| | - Christopher Aboo
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark.,Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China
| | - Malene Møller Jørgensen
- Department of Clinical Immunology, Aalborg University Hospital , Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University , Aalborg, Denmark
| | - Xiaobo Yu
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences-Beijing (PHOENIX Center), Beijing Institute of Lifeomics , Beijing, China
| | - Xiangdong Fang
- Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China.,CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences , China
| | - Jonathan M Blackburn
- Department of Integrative Biomedical Sciences & Institute of Infectious Disease and Molecular Medicine, University of Cape Town , Cape Town, South Africa.,Sengenics Corporation Pte Ltd , Singapore
| | - Claus H Nielsen
- Institute for Inflammation Research, Center for Rheumatology and Spine Diseases, Copenhagen University Hospital Rigshospitalet , Copenhagen, Denmark
| | - Tue W Kragstrup
- Department of Biomedicine, Aarhus University , Aarhus, Denmark.,Department of Rheumatology, Aarhus University Hospital , Aarhus, Denmark
| | - Allan Stensballe
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark
| |
Collapse
|
32
|
Predictive factors of treatment persistence in rheumatoid arthritis. Joint Bone Spine 2020; 87:531-534. [DOI: 10.1016/j.jbspin.2020.03.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 03/06/2020] [Indexed: 01/23/2023]
|
33
|
Kida D, Takahashi N, Kaneko A, Hirano Y, Fujibayashi T, Kanayama Y, Hanabayashi M, Yabe Y, Takagi H, Oguchi T, Kato T, Funahashi K, Matsumoto T, Ando M, Kuwatsuka Y, Tanaka E, Yasuoka H, Kaneko Y, Hirata S, Murakami K, Sobue Y, Nishiume T, Suzuki M, Yokota Y, Terabe K, Asai S, Ishiguro N, Kojima T. A retrospective analysis of the relationship between anti-cyclic citrullinated peptide antibody and the effectiveness of abatacept in rheumatoid arthritis patients. Sci Rep 2020; 10:19717. [PMID: 33184461 PMCID: PMC7661716 DOI: 10.1038/s41598-020-76842-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 11/02/2020] [Indexed: 11/09/2022] Open
Abstract
This study aimed to evaluate the effectiveness of abatacept (ABA) by anti-cyclic citrullinated peptide (ACPA) status on disease activity as well as radiographic progression in patients with rheumatoid arthritis (RA) in clinical settings. A retrospective cohort study was conducted using data from a multicenter registry. Data from a total of 553 consecutive RA patients treated with intravenous ABA were included. We primarily compared the status of disease activity (SDAI) and radiographic progression (van der Heijde modified total Sharp score: mTSS) between the ACPA-negative (N = 107) and ACPA-positive (N = 446) groups. 'ACPA positive' was defined as ≥ 13.5 U/mL of anti-CCP antibody. Baseline characteristics between groups were similar. The proportion of patients who achieved low disease activity (LDA; SDAI ≤ 11) at 52 weeks was significantly higher in the ACPA-positive group. Multivariate logistic regression analysis identified ACPA positivity as an independent predictor for achievement of LDA at 52 weeks. Drug retention rate at 52 weeks estimated by the Kaplan-Meier curve was significantly higher in the ACPA-positive group. Achievement rate of structural remission (ΔmTSS ≤ 0.5) at 52 weeks was similar between groups. ABA treatment demonstrated a significantly higher clinical response and higher drug retention rate in ACPA-positive patients. Progression of joint destruction was similar between the ACPA-negative and ACPA-positive groups. Close attention should be paid to joint destruction even in patients showing a favorable response to ABA, especially when the ACPA status is positive.
Collapse
Affiliation(s)
- Daihei Kida
- Department of Orthopedic Surgery and Rheumatology, Nagoya Medical Center, 4-1-1 Sanno-maru, Naka-ku, Nagoya, Aichi, Japan
| | - Nobunori Takahashi
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan.
| | - Atsushi Kaneko
- Department of Orthopedic Surgery and Rheumatology, Nagoya Medical Center, 4-1-1 Sanno-maru, Naka-ku, Nagoya, Aichi, Japan
| | - Yuji Hirano
- Department of Rheumatology, Toyohashi Municipal Hospital, 50 Hakken-nishi, Aotake-cho, Toyohashi, Japan
| | - Takayoshi Fujibayashi
- Department of Orthopedic Surgery, Konan Kosei Hospital, 137 Oomatsubara, Takaya-cho, Konan, Aichi, Japan
| | - Yasuhide Kanayama
- Department of Orthopedic Surgery, Toyota Kosei Hospital, 500-1 Ibohara, Josui-cho, Toyota, Aichi, Japan
| | - Masahiro Hanabayashi
- Department of Orthopedic Surgery, Ichinomiya Municipal Hospital, 2-2-22 Bunkyo, Ichinomiya, Aichi, Japan
| | - Yuichiro Yabe
- Department of Rheumatology, Tokyo Shinjuku Medical Center, 5-1 Tsukudo-cho, Shinjuku-ku, Tokyo, Japan
| | - Hideki Takagi
- Department of Orthopedic Surgery, Nagoya Central Hospital, 3-7-7 Taiko, Nakamura-ku, Nagoya, Aichi, Japan
| | - Takeshi Oguchi
- Department of Orthopedic Surgery, Anjo Kosei Hospital, 28 Higashihirokute, Anjo, Aichi, Japan
| | - Takefumi Kato
- Kato Orthopedic Clinic, 8-4 Minami-myoudaiji-cho, Okazaki, Aichi, Japan
| | - Koji Funahashi
- Department of Orthopedic Surgery, Kariya-Toyota General Hospital, 5-15 Sumiyoshi-cho, Kariya, Aichi, Japan
| | - Takuya Matsumoto
- Department of Orthopedic Surgery, Shizuoka Kosei Hospital, 23 Kitaban-cho, Aoi-ku, Shizuoka, Japan
| | - Masahiko Ando
- Department of Advanced Medicine, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, Japan
| | - Yachiyo Kuwatsuka
- Department of Advanced Medicine, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, Japan
| | - Eiichi Tanaka
- Department of Rheumatology, School of Medicine, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan
| | - Hidekata Yasuoka
- Division of Rheumatology, Department of Internal Medicine, Fujita Health University School of Medicine, 1-98 Dengakugakubo, Kutsukake-cho, Toyoake, Aichi, Japan
| | - Yuko Kaneko
- Department of Internal Medicine, Keio University Hospital, 35 Shinanomachi, Shinjuku-ku, Tokyo, Japan
| | - Shintaro Hirata
- Department of Clinical Immunology and Rheumatology, Hiroshima University Hospital, 1-2-3 Kasumi, Minami-ku, Hiroshima, Japan
| | - Kosaku Murakami
- Department of Rheumatology and Clinical Immunology, Kyoto University Graduate School of Medicine, 54 Kawaharacho, Shogoin, Sakyo-ku, Kyoto, Japan
| | - Yasumori Sobue
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Tsuyoshi Nishiume
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Mochihito Suzuki
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Yutaka Yokota
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Kenya Terabe
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Shuji Asai
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Naoki Ishiguro
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| | - Toshihisa Kojima
- Department of Orthopedic Surgery and Rheumatology, Nagoya University Hospital, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Aichi, 466-8550, Japan
| |
Collapse
|
34
|
Abstract
Therapeutic targeting of immune checkpoints has garnered significant attention in the area of cancer immunotherapy, in which efforts have focused in particular on cytotoxic T lymphocyte antigen 4 (CTLA4) and PD1, both of which are members of the CD28 family. In autoimmunity, these same pathways can be targeted to opposite effect: to curb the over-exuberant immune response. The CTLA4 checkpoint serves as an exemplar, whereby CTLA4 activity is blocked by antibodies in cancer immunotherapy and augmented by the provision of soluble CTLA4 in autoimmunity. Here, we review the targeting of co-stimulatory molecules in autoimmune diseases, focusing in particular on agents directed at members of the CD28 or tumour necrosis factor receptor families. We present the state of the art in co-stimulatory blockade approaches, including rational combinations of immune inhibitory agents, and discuss the future opportunities and challenges in this field.
Collapse
|
35
|
Iannone F, Favalli EG, Caporali R, D'Angelo S, Cantatore FP, Sarzi-Puttini P, Foti R, Conti F, Carletto A, Gremese E, Cauli A, Ramonda R, Palermo A, Epis O, Priora M, Bergossi F, Frediani B, Salaffi F, Lopalco G, Cacciapaglia F, Marchesoni A, Biggioggiero M, Bugatti S, Balduzzi S, Carriero A, Corrado A, Bongiovanni S, Benenati A, Miranda F, Fracassi E, Perra D, Ferraccioli G, Lapadula G. Golimumab effectiveness in biologic inadequate responding patients with rheumatoid arthritis, psoriatic arthritis and spondyloarthritis in real-life from the Italian registry GISEA. Joint Bone Spine 2020; 88:105062. [PMID: 32755721 DOI: 10.1016/j.jbspin.2020.07.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Accepted: 07/22/2020] [Indexed: 01/18/2023]
Abstract
OBJECTIVE To evaluate the clinical effectiveness of golimumab in biologic inadequate responder (IR) patients with Rheumatoid arthritis (RA), Spondyloarthritis (SpA), and Psoriatic arthritis (PsA). METHODS We analyzed 1424 patients on golimumab from the GISEA registry. Drug survival was estimated by Kaplan-Meier analysis in biologic-naïve, 1-biologic IR, ≥2-biologics IR patients. Hazard ratios (HRs) of discontinuing golimumab at 2 years were assessed by multivariate Cox regression. Patients achieving CDAI based low disease activity (LDA) or BASDAI<4 were calculated at 6 and 12 months. RESULTS In RA (n.370), the 2-years survival on golimumab was 61.4% in 1-biologic IR, 51.9% in≥2-biologics IR, and 73.1% in biologic-naive patients (P=0.002 vs≥2-biologics IR). In SpA (n.502), the survival was similar among 1-biologic IR (80%), ≥2-biologics IR (76.5%), and biologic-naive (74.6%) patients (P>0.05). In PsA (n.552) the survival was 72% in 1-biologic IR, 72.5% in≥2-biologics IR, and 71.8% in naïve-biologic (P>0.05). Predictors of golimumab discontinuation were monotherapy (HR 1.65) for RA, female gender for SpA (HR 2.48) and PsA (HR 1.57). In RA, patients on CDAI-LDA were lower in 1-biologic IR (40%) or≥2 biologics IR (40%) than in biologic-naïve (60%) group at 6 months (P=0.02), but no difference was observed at 12 months. In PsA and SpA, the percentage of patients on CDAI-LDA or BASDAI<4 at 6 months was almost identical across the subgroups. CONCLUSIONS Golimumab had similar effectiveness in biologic-failure and biologic-naïve SpA and PsA, but seems to be less effective in multi-failure RA patients, especially as monotherapy. The best outcomes were seen in male patients.
Collapse
Affiliation(s)
- Florenzo Iannone
- DETO, Rheumatology Unit, University of Bari, Policlinico, Piazza G. Cesare 11, 70124 Bari, Italy.
| | | | - Roberto Caporali
- Division of Rheumatology, IRCCS Policlinico S. Matteo Foundation, Pavia Dpt of Clincal sciences and Community Health, University of Milan, Milan, Italy
| | - Salvatore D'Angelo
- Rheumatology Department of Lucania - AOR San Carlo Hospital of Potenza, Potenza, Italy
| | | | | | - Rosario Foti
- U.O. Reumatologia A.O.U. Policlinico V.E. Catania, Catania, Italy
| | - Fabrizio Conti
- Dpt. Scienze Cliniche, Internistiche, Anestesiologiche e Cardiovascolari, Sapienza Università di Roma, Rome, Italy
| | | | - Elisa Gremese
- Fondazione Policlinico Universitario A. Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome, Italy
| | - Alberto Cauli
- Rheumatology Unit, AOU and University of Cagliari, 09042 Monserrato, Cagliari, Italy
| | - Roberta Ramonda
- Rheumatology Unit, Department of Medicine-DIMED, University Hospital of Padova, Padova, Italy
| | | | - Oscar Epis
- ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Marta Priora
- Rheumatology Unit, AOU Città della Salute e della Scienza, Turin, Italy
| | - Francesca Bergossi
- UOC Reumatologia - AOU S. Anna Ferrara e Università di Ferrara, Ferrara, Italy
| | - Bruno Frediani
- Department of Medical Sciences, Surgery e Neurosciencies, University of Siena, Siena, Italy
| | - Fausto Salaffi
- Rheumatology Unit, Marche Polytechnic University, Jesi, Italy
| | - Giuseppe Lopalco
- DETO, Rheumatology Unit, University of Bari, Policlinico, Piazza G. Cesare 11, 70124 Bari, Italy
| | - Fabio Cacciapaglia
- DETO, Rheumatology Unit, University of Bari, Policlinico, Piazza G. Cesare 11, 70124 Bari, Italy
| | | | | | - Serena Bugatti
- Division of Rheumatology, IRCCS Policlinico S. Matteo Foundation, Pavia Dpt of Clincal sciences and Community Health, University of Milan, Milan, Italy
| | - Silvia Balduzzi
- Division of Rheumatology, IRCCS Policlinico S. Matteo Foundation, Pavia Dpt of Clincal sciences and Community Health, University of Milan, Milan, Italy
| | - Antonio Carriero
- Rheumatology Department of Lucania - AOR San Carlo Hospital of Potenza, Potenza, Italy
| | | | | | - Alessia Benenati
- U.O. Reumatologia A.O.U. Policlinico V.E. Catania, Catania, Italy
| | - Francesca Miranda
- Dpt. Scienze Cliniche, Internistiche, Anestesiologiche e Cardiovascolari, Sapienza Università di Roma, Rome, Italy
| | - Elena Fracassi
- Rheumatology, UOC Reumatologia, AOUI Verona, Verona, Italy
| | - Daniela Perra
- Rheumatology Unit, AOU and University of Cagliari, 09042 Monserrato, Cagliari, Italy
| | - Gianfranco Ferraccioli
- Fondazione Policlinico Universitario A. Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giovanni Lapadula
- DETO, Rheumatology Unit, University of Bari, Policlinico, Piazza G. Cesare 11, 70124 Bari, Italy
| |
Collapse
|
36
|
Savvateeva E, Smoldovskaya O, Feyzkhanova G, Rubina A. Multiple biomarker approach for the diagnosis and therapy of rheumatoid arthritis. Crit Rev Clin Lab Sci 2020; 58:17-28. [PMID: 32552254 DOI: 10.1080/10408363.2020.1775545] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The lack of specific clinical symptoms for patients in the early stage of rheumatoid arthritis (RA) has created strong interest in the laboratory diagnosis of RA. The main laboratory markers of RA, rheumatoid factor (RF) and anti-citrullinated protein antibodies (ACPAs), can be found in patients with other pathologies and in healthy donors. Even today, there is no single laboratory test that can diagnosis RA with high sensitivity and specificity. To improve the diagnosis and treatment of RA, alternative biomarkers, including 14-3-3η protein, connective tissue growth factor (CTGF), antibodies against PAD4, antibodies against BRAF, and anti-acetylated and anti-carbamylated protein antibodies have been studied extensively. The use of a multiple biomarker approach, the simultaneous measurement of a set of biomarkers, is an alternative strategy for the diagnosis of RA and for predicting the therapeutic effect of biological disease-modifying antirheumatic drugs (DMARDs). However, despite the large number of studies, only a few biomarker combinations have been validated and can be applied in clinical practice. In this article, results of studies focused on the multiple biomarker approach (both multiplex and combined single-analyte assays) to diagnose RA and to predict response to biological drug therapy are reviewed. Additionally, general factors limiting the use of multiplex analysis in RA diagnostics and therapy are discussed.
Collapse
Affiliation(s)
- Elena Savvateeva
- Laboratory of Biological Microchips, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Olga Smoldovskaya
- Laboratory of Biological Microchips, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Guzel Feyzkhanova
- Laboratory of Biological Microchips, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Alla Rubina
- Laboratory of Biological Microchips, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| |
Collapse
|
37
|
Aronova ES, Lukina GV, Glukhova SI, Gridneva GI, Kudryavtseva AV. [Survival of bDMARDs in bionaive patients with rheumatoid arthritis: data from a retrospective 12-month follow-up]. TERAPEVT ARKH 2020; 92:39-45. [PMID: 32598774 DOI: 10.26442/00403660.2020.05.000630] [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: 06/04/2020] [Indexed: 11/22/2022]
Abstract
AIM Analysis of survival on biological therapy in previously bionaive patients with rheumatoid arthritis (RA) during the first year of therapy in real clinical practice. MATERIALS AND METHODS The retrospective study included 204 adult patients with RA. In the hospital, patients were first prescribed therapy with various biological disease-modifying antirheumatic drugs (bDMARDs): infliximab, adalimumab, etanercept, certolizumab pegol, tocilizumab, abatacept (ABA), rituximab (RTM). Patients were divided by age in accordance with the classification adopted by WHO. Clinical forms of RA were presented: RA, seropositive for rheumatoid factor, RA, seronegative for rheumatoid factor, RA with extra-articular manifestations, adult-oneset Stills disease, juvenile RA. The reasons for the cancellation of bDMARD during the first year of treatment were: insufficient effectiveness (including primary inefficiency), adverse events, administrative reasons, clinical and laboratory remission, death. RESULTS A year after being included in the study, treatment was continued in 92 (45%) patients and was discontinued in 112 patients. The average time of treatment amounted to 0.750.33 years. The longest duration of treatment was in the RTM and ABA groups (0.920.22 and 0.830.29 years, respectively). In 56 (50%) patients, bDMARD was canceled due to insufficient effectiveness (including primary inefficiency), 28 patients (25%) due to the development of adverse reactions, 19 (17%) patients for administrative reasons, 7 (6.25%) patients due to drug remission. During the first year of therapy, there were 2 (1.75%) deaths due to severe comorbid conditions in patients, one of whom received RTM, the other tocilizumab. CONCLUSION Study showed that 45% of patients with RA continue treatment with first-time bDMARD for more than 12 months. The most common reason for discontinuation of therapy was its lack of effectiveness. The best survival rate of bDMARDs was observed in RTM and ABA. When selecting bDMARD in each case, it is necessary to take into account the continuity at all stages of treatment.
Collapse
Affiliation(s)
| | - G V Lukina
- Loginov Moscow Clinical Scientific Center.,Nasonova Research Institute of Rheumatology
| | | | | | | |
Collapse
|
38
|
Abatacept induced long-term non-progressive reduction in gamma-globulins and autoantibodies: dissociation from disease activity control. Clin Rheumatol 2020; 39:1747-1755. [DOI: 10.1007/s10067-020-04932-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 12/30/2019] [Accepted: 01/06/2020] [Indexed: 10/25/2022]
|
39
|
Park SH, Han X, Lobo F, Kratochvil D, Patel D. A budget impact analysis for making treatment decisions based on anti-cyclic citrullinated peptide (anti-CCP) testing in rheumatoid arthritis. J Med Econ 2020; 23:624-630. [PMID: 32075453 DOI: 10.1080/13696998.2020.1732991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Aim: Given that rheumatoid arthritis (RA) patients with high anti-citrullinated protein antibodies (ACPA) titer values respond well to abatacept, the aim of this study was to estimate the annual budget impact of anti-cyclic citrullinated peptide (anti-CCP) testing and treatment selection based on anti-CCP test results.Materials and methods: Budget impact analysis was conducted for patients with moderate-to-severe RA on biologic or Janus kinase inhibitor (JAKi) treatment from a hypothetical US commercial payer perspective. The following market scenarios were compared: (1) 90% of target patients receive anti-CCP testing and the results of anti-CCP testing do not impact the treatment selection; (2) 100% of target patients receive anti-CCP testing and the results of anti-CCP testing have an impact on treatment selection such that an increased proportion of patients with high titer of ACPA receive abatacept. A hypothetical assumption was made that the use of abatacept would be increased by 2% in Scenario 2 versus 1. Scenario analyses were conducted by varying the target population and rebate rates.Results: In a hypothetical health plan with one million insured adults, 2,181 patients would be on a biologic or JAKi treatment for moderate-to-severe RA. In Scenario 1, the anti-CCP test cost was $186,155 and annual treatment cost was $101,854,295, totaling to $102,040,450. In Scenario 2, the anti-CCP test cost increased by $20,684 and treatment cost increased by $160,467, totaling an overall budget increase of $181,151. This was equivalent to a per member per month (PMPM) increase of $0.015. The budget impact results were consistently negligible across the scenario analyses.Limitations: The analysis only considered testing and medication costs. Some parameters used in the analysis, such as the rebate rates, are not generalizable and health plan-specific.Conclusions: Testing RA patients to learn their ACPA status and increasing use of abatacept among high-titer ACPA patients result in a small increase in the total budget (<2 cents PMPM).
Collapse
Affiliation(s)
- Sang Hee Park
- Pharmerit North America LLC - Modeling and Meta-Analysis, Bethesda, MD, USA
| | - Xue Han
- Bristol-Myers Squibb Co - US Health Economics and Outcomes Research, Lawrence Township, NJ, USA
| | - Francis Lobo
- Bristol-Myers Squibb Co - US Health Economics and Outcomes Research, Lawrence Township, NJ, USA
| | - David Kratochvil
- Pharmerit North America LLC - Modeling and Meta-Analysis, Bethesda, MD, USA
| | - Dipen Patel
- Pharmerit North America LLC - Modeling and Meta-Analysis, Bethesda, MD, USA
| |
Collapse
|
40
|
Actual Persistence of Abatacept in Rheumatoid Arthritis: Results of the French-Ric Network. J Clin Med 2020; 9:jcm9051528. [PMID: 32438597 PMCID: PMC7290911 DOI: 10.3390/jcm9051528] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 04/28/2020] [Accepted: 05/15/2020] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES Data on abatacept (ABA) persistence in routine practice are limited. We aimed to study ABA persistence rates at 12 months, according to the date of initiation, and to analyze the factors associated with persistence at 12 months. METHODS We performed an observational, ambispective, multi-center study from January 2008 to July 2016, based on the French-RIC Network. We defined three groups of patients followed up for rheumatoid arthritis (RA), according to the date of initiation of ABA therapy: Group 1 (from 2007 to 31 July 2010: ABA indicated after anti-TNF failure); Group 2 (from 1 August 2010 to 31 March 2014: ABA indicated after conventional antirheumatic drugs failure); Group 3 (from 1 April 2014 to 1 July 2016: ABA available by the subcutaneous injection). RESULTS Among 517 patients who initiated ABA, drug persistence at 12 months was 68%. The only factor significantly associated with persistence rate at 12 months was C-reactive protein (CRP) < 10 mg/L at ABA initiation (odds ratio (OR) 0.6, 95% confidence interval 0.3-0.9; p = 0.0016). There was no significant difference in drug persistence according to date of initiation, the line of biological disease-modifying antirheumatic drugs (bDMARD) therapy or the route of administration. CONCLUSIONS In routine practice, over time, ABA has come to be initiated earlier in the course of therapy for RA in France. Abatacept persistence is similar to that reported in the Orencia Rheumatoid Arthritis (ORA) registry, and does not differ according to the date of initiation. The only factor found to be associated with the persistence rate at 12 months was CRP < 10 mg/L at ABA initiation.
Collapse
|
41
|
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.
Collapse
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
| |
Collapse
|
42
|
Precision medicine and management of rheumatoid arthritis. J Autoimmun 2020; 110:102405. [PMID: 32276742 DOI: 10.1016/j.jaut.2020.102405] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 01/05/2020] [Indexed: 12/20/2022]
Abstract
Precision medicine (PM) is a very commonly used term that implies a highly individualized and tailored approach to patient management. There are, however, many layers of precision, as for example taking an appropriate patient history, or performing additional lab or imaging tests are already helping to better tailor treatments to the right patient. All this adds to the narrower definition of PM, which implies using the unique molecular characteristics of a patient for management decisions. Big data has become an essential part of PM, including as much information as possible to improve precision of disease management, although integration of multi-source data continues to be a challenge in practical application. In research big data can identify new (sub-)phenotypes in unsupervised analyses, which ultimately advance precision by allowing new targeted therapeutic approaches. We will discuss the current status of PM in rheumatoid arthritis (RA) in the management areas of diagnosis, prognosis, selection of therapy, and decision to reduce therapy. PM markers for diagnosis of RA are usually markers of RA classification rather than diagnosis, and subtypes of RA are potentially underrecognized. Prognostic precision is well established for RA, including markers of disease activity or structure, as well as autoantibodies and genetics. The choice of the right compound in a patient identified to have a poor prognosis, however, remains widely arbitrary. Finally and most recently, the most reliable markers for a safe withdrawal of therapy continue to be lower levels of disease activity and longer presence of remission.
Collapse
|
43
|
Lauper K, Mongin D, Iannone F, Kristianslund EK, Kvien TK, Nordström DC, Pavelka K, Pombo-Suarez M, Rotar Z, Santos MJ, Codreanu C, Lukina G, Gale SL, John M, Luder Y, Courvoisier DS, Gabay C. Comparative effectiveness of TNF inhibitors and tocilizumab with and without conventional synthetic disease-modifying antirheumatic drugs in a pan-European observational cohort of bio-naïve patients with rheumatoid arthritis. Semin Arthritis Rheum 2020; 50:17-24. [DOI: 10.1016/j.semarthrit.2019.06.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 06/07/2019] [Accepted: 06/24/2019] [Indexed: 01/31/2023]
|
44
|
Hosseini A, Gharibi T, Marofi F, Babaloo Z, Baradaran B. CTLA-4: From mechanism to autoimmune therapy. Int Immunopharmacol 2020; 80:106221. [PMID: 32007707 DOI: 10.1016/j.intimp.2020.106221] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Revised: 01/15/2020] [Accepted: 01/15/2020] [Indexed: 12/16/2022]
Abstract
CD28 and CTLA-4 are both important stimulatory receptors for the regulation of T cell activation. Because receptors share common ligands, B7.1 and B7.2, the expression and biological function of CTLA-4 is important for the negative regulation of T cell responses. Therefore, elimination of CTLA-4 can result in the breakdown of immune tolerance and the development of several diseases such as autoimmunity. Inhibitory signals of CTLA-4 suppress T cell responses and protect against autoimmune diseases in many ways. In this review, we summarize the structure, expression and signaling pathway of CTLA-4. We also highlight how CTLA-4 defends against potentially self-reactive T cells. Finally, we discuss how the CTLA-4 regulates a number of autoimmune diseases that indicate manipulation of this inhibitory molecule is a promise as a strategy for the immunotherapy of autoimmune diseases.
Collapse
Affiliation(s)
- Arezoo Hosseini
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran; Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Tohid Gharibi
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran; Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Faroogh Marofi
- Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Zohreh Babaloo
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Behzad Baradaran
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
| |
Collapse
|
45
|
Cagnotto G, Willim M, Nilsson JÅ, Compagno M, Jacobsson LTH, Saevarsdottir S, Turesson C. Abatacept in rheumatoid arthritis: survival on drug, clinical outcomes, and their predictors-data from a large national quality register. Arthritis Res Ther 2020; 22:15. [PMID: 31969172 PMCID: PMC6977240 DOI: 10.1186/s13075-020-2100-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 01/09/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND There are limited data regarding efficacy of abatacept treatment for rheumatoid arthritis (RA) outside clinical trials. Quality registers have been useful for observational studies on tumor necrosis factor inhibition in clinical practice. The aim of this study was to investigate clinical efficacy and tolerability of abatacept in RA, using a national register. METHODS RA patients that started abatacept between 2006 and 2017 and were included in the Swedish Rheumatology Quality register (N = 2716) were investigated. Survival on drug was estimated using Kaplan-Meier analysis. The European League Against Rheumatism (EULAR) good response and Health Assessment Questionnaire (HAQ) response (improvement of ≥ 0.3) rates (LUNDEX corrected for drug survival) at 6 and at 12 months were assessed. Predictors of discontinuation were investigated by Cox regression analyses, and predictors of clinical response by logistic regression. Significance-based backward stepwise selection of variables was used for the final multivariate models. RESULTS There was a significant difference in drug survival by previous biologic disease-modifying antirheumatic drug (bDMARD) exposure (p < 0.001), with longer survival in bionaïve patients. Men (hazard ratio (HR) 0.86, 95% confidence interval (CI) 0.74-0.98) and methotrexate users (HR 0.85, 95% CI 0.76-0.95) were less likely to discontinue abatacept, whereas a high pain score predicted discontinuation (HR 1.14 per standard deviation, 95% CI 1.07-1.20). The absence of previous bDMARD exposure, male sex, and a low HAQ score were independently associated with LUNDEX-corrected EULAR good response. The absence of previous bDMARD exposure also predicted LUNDEX-corrected HAQ response. CONCLUSIONS In this population-based study of RA, bDMARD naïve patients and male patients were more likely to remain on abatacept with a major clinical response.
Collapse
Affiliation(s)
- Giovanni Cagnotto
- Rheumatology, Department of Clinical Sciences, Lund University, Malmö, Sweden.
- Department of Rheumatology, Skåne University Hospital, Lund, Sweden.
| | - Minna Willim
- Rheumatology, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Jan-Åke Nilsson
- Rheumatology, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Michele Compagno
- Department of Rheumatology, Skåne University Hospital, Lund, Sweden
- Rheumatology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Lennart T H Jacobsson
- Department of Rheumatology & Inflammation Research, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Saedis Saevarsdottir
- Unit of Translational Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Solna, Stockholm, Sweden
| | - Carl Turesson
- Rheumatology, Department of Clinical Sciences, Lund University, Malmö, Sweden
- Department of Rheumatology, Skåne University Hospital, Malmö, Sweden
| |
Collapse
|
46
|
Dekkers JS, Bergstra SA, Chopra A, Tikly M, Fonseca JE, Salomon-Escoto K, Huizinga TWJ, van der Woude D. Autoantibody status is not associated with early treatment response to first-line methotrexate in patients with early rheumatoid arthritis. Rheumatology (Oxford) 2019; 58:149-153. [PMID: 30204896 DOI: 10.1093/rheumatology/key263] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Indexed: 11/13/2022] Open
Abstract
Objectives In RA, the relationship between autoantibody status and treatment response to MTX remains unclear. We investigated the association between autoantibody status and early remission in newly diagnosed RA patients treated with MTX using real-world data. Methods RA-patients initially treated with MTX were selected from an international observational database (METEOR). Patients were stratified into autoantibody-positive (RF- and/or ACPA-positive) or autoantibody negative (RF- and ACPA-negative). The effect of autoantibody status on the chance of achieving remission within 3 to 6 months was analysed using Cox-proportional hazards regression. Results Data from 1826 RA patients were available for analysis. DAS remission was achieved in 17% (318/1826). This was similar in autoantibody-positive [17% (282/1629)] and -negative patients [18% (36/197)]. Hence, autoantibody positivity was not associated with remission [hazard ratio (HR) 0.89, 95% CI 0.57, 1.38]. Similar findings were found when stratified for MTX monotherapy (HR 0.75, 95% CI 0.41, 1.37) or combination treatment (HR 0.76, 95% CI 0.37, 1.54). Good physical function (HAQ < 0.5) was achieved in 33% (530/1590) of all patients. Autoantibody-positivity was also not associated with HAQ < 0.5 (HR 1.05, 95% CI 0.71, 1.57). Conclusion Autoantibody status is not associated with early remission in newly diagnosed RA-patients receiving MTX. This indicates that MTX is effective as an initial treatment strategy regardless of autoantibody status.
Collapse
Affiliation(s)
- Jacqueline S Dekkers
- Department of Rheumatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Sytske Anne Bergstra
- Department of Rheumatology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Mohammed Tikly
- Department of Rheumatology, University of Witwatersrand, Johannesburg, South Africa
| | - João Eurico Fonseca
- Department of Rheumatology, Lisbon Academic Medical Centre, Lisbon, Portugal
| | - Karen Salomon-Escoto
- Department of Rheumatology, UMass Memorial Medical Center, Central Massachusetts, MA, USA
| | - Tom W J Huizinga
- Department of Rheumatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Diane van der Woude
- Department of Rheumatology, Leiden University Medical Center, Leiden, the Netherlands
| |
Collapse
|
47
|
Mongin D, Lauper K, Turesson C, Hetland ML, Klami Kristianslund E, Kvien TK, Santos MJ, Pavelka K, Iannone F, Finckh A, Courvoisier DS. Imputing missing data of function and disease activity in rheumatoid arthritis registers: what is the best technique? RMD Open 2019; 5:e000994. [PMID: 31673410 PMCID: PMC6802981 DOI: 10.1136/rmdopen-2019-000994] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 09/02/2019] [Accepted: 09/20/2019] [Indexed: 01/24/2023] Open
Abstract
Objective To compare several methods of missing data imputation for function (Health Assessment Questionnaire) and for disease activity (Disease Activity Score-28 and Clinical Disease Activity Index) in rheumatoid arthritis (RA) patients. Methods One thousand RA patients from observational cohort studies with complete data for function and disease activity at baseline, 6, 12 and 24 months were selected to conduct a simulation study. Values were deleted at random or following a predicted attrition bias. Three types of imputation were performed: (1) methods imputing forward in time (last observation carried forward; linear forward extrapolation); (2) methods considering data both forward and backward in time (nearest available observation—NAO; linear extrapolation; polynomial extrapolation); and (3) methods using multi-individual models (linear mixed effects cubic regression—LME3; multiple imputation by chained equation—MICE). The performance of each estimation method was assessed using the difference between the mean outcome value, the remission and low disease activity rates after imputation of the missing values and the true value. Results When imputing missing baseline values, all methods underestimated equally the true value, but LME3 and MICE correctly estimated remission and low disease activity rates. When imputing missing follow-up values at 6, 12, or 24 months, NAO provided the least biassed estimate of the mean disease activity and corresponding remission rate. These results were not affected by the presence of attrition bias. Conclusion When imputing function and disease activity in large registers of active RA patients, researchers can consider the use of a simple method such as NAO for missing follow-up data, and the use of mixed-effects regression or multiple imputation for baseline data.
Collapse
Affiliation(s)
- Denis Mongin
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
| | - Kim Lauper
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
| | - Carl Turesson
- Department of Internal Medicine, Lund University, Lund, Sweden.,Department of Rheumatology, Skåne University Hospital, Malmö, Sweden
| | - Merete Lund Hetland
- Centre for Rheumatology and Spine Diseases, Rigshospitalet Glostrup, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Tore K Kvien
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Maria Jose Santos
- Department of Rheumatology, Hospital Garcia de Orta, Almada, Portugal
| | - Karel Pavelka
- Institute of Rheumatology and Clinic of Rheumatology, Charles University, Prague, Czech Republic
| | - Florenzo Iannone
- Department of Emergency and Transplantation, Rheumatology Unit, GISEA, University Hospital of Bari, Bari, Italy
| | - Axel Finckh
- Division of Rheumatology, Geneva University Hospitals, Geneva, Switzerland
| | | |
Collapse
|
48
|
Using the Immunophenotype to Predict Response to Biologic Drugs in Rheumatoid Arthritis. J Pers Med 2019; 9:jpm9040046. [PMID: 31581724 PMCID: PMC6963853 DOI: 10.3390/jpm9040046] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 09/18/2019] [Accepted: 09/19/2019] [Indexed: 01/09/2023] Open
Abstract
Tumour necrosis factor (TNF)-α is a key mediator of inflammation in rheumatoid arthritis, and its discovery led to the development of highly successful anti-TNF therapy. Subsequently, other biologic drugs targeting immune pathways, namely interleukin-6 blockade, B cell depletion, and T cell co-stimulation blockade, have been developed. Not all patients respond to a biologic drug, leading to a knowledge gap between biologic therapies available and the confident prediction of response. So far, genetic studies have failed to uncover clinically informative biomarkers to predict response. Given that the targets of biologics are immune pathways, immunological study has become all the more pertinent. Furthermore, advances in single-cell technology have enabled the characterization of many leucocyte subsets. Studying the blood immunophenotype may therefore, define biomarker profiles relevant to each individual patient's disease and treatment outcome. This review summarises our current understanding of how immune biomarkers might be able to predict treatment response to biologic drugs.
Collapse
|
49
|
Sarmiento-Monroy JC, Parada-Arias L, Rodríguez-López M, Rodríguez-Jiménez M, Molano-González N, Rojas-Villarraga A, Mantilla RD. Subcutaneous abatacept in rheumatoid arthritis: A real-life experience. J Transl Autoimmun 2019; 2:100016. [PMID: 32743504 PMCID: PMC7388394 DOI: 10.1016/j.jtauto.2019.100016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2019] [Revised: 08/28/2019] [Accepted: 09/03/2019] [Indexed: 11/08/2022] Open
Abstract
Objectives To assess the effectiveness, safety, and drug survival of subcutaneous (SC) abatacept (ABA) in a cohort of rheumatoid arthritis (RA) patients in a real-world setting. Methods This was a retrospective cohort study from 2014 to 2018 in which patients with RA (1987 ACR criteria) were included. Patients were evaluated at a single rheumatology outpatient center in Bogotá, Colombia. The patients were classified according to their treatment background: biological-naïve (n = 65), switched from IV to SC ABA administration (125 mg-wk) (n = 32), and inadequate response to biological DMARD (n = 62). The primary endpoint was a change in DAS28-CRP and RAPID3 from baseline to 12 months. A linear mixed effect model was used to correlate repeated measures. Adverse events were assessed and recorded during each visit to the rheumatology center. Several Cox proportional hazard regression models were used to test if there were any differences in drug survival curves based on seropositivity for rheumatoid factor (RF), and anti-Cyclic Citrullinated Peptide Antibodies (anti-CCP). Statistical analysis was done using software R version 3.4.4. Results A total of 159 patients were included. Baseline characteristics of patients were as follows: female gender 84%, median age of 54 years (IQR 16), median disease duration 10 years (11), RF positive 96%, anti-CCP positive 89%, erosive disease 55%, median DAS28-CRP 5.0 (2), and median RAPID3 17 (10). Concomitant use of methotrexate and SC ABA monotherapy were reported at 52% and 30% respectively. Demographics and disease characteristics were similar for all groups, except for baseline DAS28-CRP, and RAPID3 in the group that switched route of administration. The interaction between time and group was significant (p = 0.0073) for RAPID3. Infections, constitutional symptoms, and headaches were the most frequent AEs. Retention rate corresponded to 60% at 48 months. The most frequent reason for drug suspension was loss of efficacy. Median time of treatment for SC ABA was 31 months (IQR 30). The only association that reached statistical significance was anti-CCP concentration [Q1–Q4] (p = 0.005). According to the Cox proportional hazard regression model, there were significant differences between survival curves for Q1 (HR 0.15; 0.03–0.64 95% CI; p = 0.0096), and Q2 (HR 0.28; 0.08–0.92 95% CI; p = 0.0363) compared to the seronegative group. Conclusions The results showed an improvement in RA disease activity and physical function in patients under SC ABA treatment. Patients switching from IV to SC administration of ABA had lower activity and functional impairment at baseline. SC ABA demonstrated a good safety profile consistent with previously published data. Patients with baseline levels of anti-CCP antibody concentrations had better drug survival than seronegative patients. Only a few studies have evaluated the effectiveness and safety of ABA in patients with RA in routine clinical practice. RAPID3 appears to be an attractive option for evaluating disease activity in RA patients in a real-life setting. SC administration of ABA demonstrates a safety profile consistent with previously published data. Prognostic factors for drug retention have not been explored thoroughly despite data for ABA being available from national registries. SC ABA survival tends to be better in a subset of anti-CCP seropositive patients with RA.
Collapse
Affiliation(s)
| | - Luisa Parada-Arias
- Center of Dermatology and Rheumatology FUNINDERMA, Av. Carrera 20 No. 82-31, Bogotá, Colombia
| | | | - Mónica Rodríguez-Jiménez
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad Del Rosario, Carrera 26 No. 63B-51, 111221, Bogotá, Colombia
| | - Nicolás Molano-González
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad Del Rosario, Carrera 26 No. 63B-51, 111221, Bogotá, Colombia
| | - Adriana Rojas-Villarraga
- Titular Research Professor, Research Institute, Fundación Universitaria de Ciencias de La Salud- FUCS, Carrera 19 No. 8A-32, Bogotá, Colombia
| | - Rubén Darío Mantilla
- Center of Dermatology and Rheumatology FUNINDERMA, Av. Carrera 20 No. 82-31, Bogotá, Colombia
| |
Collapse
|
50
|
Abstract
BACKGROUND Medication-based strategies to treat rheumatoid arthritis are crucial in terms of outcome. They aim at preventing joint destruction, loss of function and disability by early and consistent inhibition of inflammatory processes. OBJECTIVE Achieving consensus about evidence-based recommendations for the treatment of rheumatoid arthritis with disease-modifying anti-rheumatic drugs in Germany. METHODS Following a systematic literature research, a structured process among expert rheumatologists was used to reach consensus. RESULTS The results of the consensus process can be summed up in 6 overarching principles and 10 recommendations. There are several new issues compared to the version of 2012, such as differentiated adjustments to the therapeutic regime according to time point and extent of treatment response, the therapeutic goal of achieving remission as assessed by means of the simplified disease activity index (SDAI) as well as the potential use of targeted synthetic DMARDs (JAK inhibitors) and suggestions for a deescalating in case of achieving a sustained remission. Methotrexate still plays the central role at the beginning of the treatment and as a combination partner in the further treatment course. When treatment response to methotrexate is inadequate, either switching to or combining with another conventional synthetic DMARD is an option in the absence of unfavourable prognostic factors. Otherwise biologic or targeted synthetic DMARDs are recommended according to the algorithm. Rules for deescalating treatment with glucocorticoids and-where applicable-DMARDs give support for the management of patients who have reached a sustained remission. DISCUSSION The new guidelines set up recommendations for RA treatment in accordance with the treat-to-target principle. Modern disease-modifying drugs, now including also JAK inhibitors, are available in an algorithm.
Collapse
|