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Glintborg B, Di Giuseppe D, Wallman JK, Nordström DC, Gudbjornsson B, Hetland ML, Askling J, Grondal G, Sokka T, Provan SA, Michelsen B, Kristianslund EK, Dreyer L, Love TJ, Lindström U. Uptake and effectiveness of newer biologic and targeted synthetic disease-modifying antirheumatic drugs in psoriatic arthritis: results from five Nordic biologics registries. Ann Rheum Dis 2023; 82:820-828. [PMID: 36813538 DOI: 10.1136/ard-2022-223650] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
BACKGROUND We aimed to describe the uptake of newer biologic or targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs) in psoriatic arthritis (PsA) in the Nordic countries and to compare their retention and effectiveness. METHODS Patients with PsA starting a b/tsDMARD in 2012-2020 in five Nordic rheumatology registers were included. Uptake and patient characteristics were described, with comorbidities identified from linkages to national patient registries. One-year retention and 6-month effectiveness (proportions achieving low disease activity (LDA) on the Disease Activity Index for PSoriatic Arthritis based on 28-joint evaluation) for the newer b/tsDMARDs (abatacept/apremilast/ixekizumab/secukinumab/tofacitinib/ustekinumab) were compared with adalimumab through adjusted regression models stratified by treatment course (first, second/third, and fourth or more). RESULTS In total, 5659 treatment courses with adalimumab (56% biologic-naïve) and 4767 courses with a newer b/tsDMARD (21% biologic-naïve) were included. The uptake of newer b/tsDMARDs increased from 2014 and plateaued in 2018. Patient characteristics appeared similar across treatments at treatment start. Adalimumab was more often used as the first course and newer b/tsDMARDs more often in biologic-experienced patients. Used as a second/third b/tsDMARD, the retention rate and the proportion achieving LDA were significantly better for adalimumab (rate 65%, proportion 59%) compared with abatacept (45%, 37%), apremilast (43%, 35%), ixekizumab (LDA only, 40%) and ustekinumab (LDA only, 40%), but not significantly different from other b/tsDMARDs. CONCLUSION Uptake of newer b/tsDMARDs occurred mainly in biologic-experienced patients. Regardless of mode of action, only a minority of patients starting a second or later b/tsDMARD course remained on drug and achieved LDA. Superior outcomes for adalimumab indicate that the positioning of newer b/tsDMARDs in the PsA treatment algorithm remains to be established.
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Affiliation(s)
- Bente Glintborg
- DANBIO and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, University Hospital of Copenhagen, Rigshospitalet, Copenhagen University Hospital Glostrup, Glostrup, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Kobenhavn, Denmark
| | - Daniela Di Giuseppe
- Department of Medicine, Karolinska Universitetssjukhuset i Solna, Stockholm, Sweden
| | - Johan Karlsson Wallman
- Department of Clinical Sciences Lund, Skåne University Hospital Lund, Lund University, Lund, Sweden
- Department of Rheumatology, Skåne University Hospital Lund, Lund University, Lund, Sweden
| | - Dan C Nordström
- FOB-FIN and University of Helsinki, Helsinki University Central Hospital, Helsinki, Finland
| | - Bjorn Gudbjornsson
- Centre for Rheumatology Research (ICEBIO), Landspitali University Hospital, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Merete Lund Hetland
- DANBIO and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, University Hospital of Copenhagen, Rigshospitalet, Copenhagen University Hospital Glostrup, Glostrup, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Kobenhavn, Denmark
| | - Johan Askling
- Clinical Epidemiology Division, Department of Medicine, Karolinska Universitetssjukhuset, Stockholm, Sweden
| | - Gerdur Grondal
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
- Centre for Rheumatology Research, Landspitali University Hospital, Reykjavik, Iceland
| | - Tuulikki Sokka
- Jyväskylä Central Hospital (KSSHP), Jyväskylä, Finland
- UEF, Faculty of Health Sciences, Kuopio, Finland
| | - Sella A Provan
- Division of Rheumatology and Research, Diakonhjemmet Hospital, Oslo, Norway
| | - Brigitte Michelsen
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
- Research Unit, Hospital of Southern Norway Trust, Sorlandet Hospital Kristiansand, Kristiansand, Norway
| | - Eirik Klami Kristianslund
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Lene Dreyer
- Department of Rheumatology, Center of Rheumatic Research Aalborg (CERRA), Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg Universitet, Aalborg, Denmark
| | - Thorvardur Jon Love
- Faculty of Medicine, University of Iceland and Department of Research, Landspitali haskolasjukrahus, Reykjavik, Iceland
| | - Ulf Lindström
- Department of Rheumatology and Inflammation Research, University of Gothenburg Faculty of Health Sciences, Goteborg, Sweden
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Gossec L, Siebert S, Bergmans P, de Vlam K, Gremese E, Joven-Ibáñez B, Korotaeva TV, Lavie F, Noël W, Nurmohamed MT, Sfikakis PP, Sharaf M, Theander E, Smolen JS. Long-term effectiveness and persistence of ustekinumab and TNF inhibitors in patients with psoriatic arthritis: final 3-year results from the PsABio real-world study. Ann Rheum Dis 2023; 82:496-506. [PMID: 36600178 PMCID: PMC10086293 DOI: 10.1136/ard-2022-222879] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 11/25/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVES To evaluate real-world persistence and effectiveness of the IL-12/23 inhibitor, ustekinumab or a tumour necrosis factor inhibitor (TNFi) for psoriatic arthritis over 3 years. METHODS PsABio (NCT02627768), a prospective, observational study, followed patients with PsA prescribed first-line to third-line ustekinumab or a TNFi. Persistence and effectiveness (achievement of clinical Disease Activity for PSA (cDAPSA) low disease activity (LDA)/remission and minimal disease activity/very LDA (MDA/VLDA)) were assessed every 6 months. Safety data were collected over 3 years. Analyses to compare the modes of action were adjusted on baseline differences by propensity scores (PS). RESULTS In 895 patients (mean age 49.8 years, 44.7% males), at 3 years, the proportion of patients still on their initial treatments was similar with ustekinumab (49.9%) and TNFi (47.8%). No difference was seen in the risk of stopping/switching; PS-adjusted hazard ratio (95% CI) for stopping/switching ustekinumab versus TNFi was 0.87 (0.68 to 1.11). In the overall population, cDAPSA LDA/remission was achieved in 58.6%/31.4% ustekinumab-treated and 69.8%/45.0% TNFi-treated patients; PS-adjusted ORs (95% CI) were 0.89 (0.63 to 1.26) for cDAPSA LDA; 0.72 (0.50 to 1.05) for remission. MDA/VLDA was achieved in 41.4%/19.2% of ustekinumab-treated and 54.2%/26.9% of TNFi-treated patients with overlapping PS-adjusted ORs. A greater percentage of TNFi-treated patients achieved effectiveness outcomes. Both treatments exhibited good long-term safety profiles, although ustekinumab-treated patients had a lower rate of adverse events (AEs) versus TNFi. CONCLUSION At 3 years, there was generally comparable persistence after ustekinumab or TNFi treatment, but AE rates were lower with ustekinumab.
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Affiliation(s)
- Laure Gossec
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne Université, Paris, France
- Rheumatology Department, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | | | | | | | - Elisa Gremese
- Fondazione Policlinico A Gemelli-IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | | | | | - Frederic Lavie
- The Janssen Pharmaceutical Companies of Johnson & Johnson, Paris, France
| | - Wim Noël
- Janssen Pharmaceutica NV, Beerse, Belgium
| | | | - Petros P Sfikakis
- National and Kapodistrian University of Athens Medical School, Athens, Greece
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Richette P, Vis M, Ohrndorf S, Tillett W, Ramírez J, Neuhold M, van Speybroeck M, Theander E, Noel W, Zimmermann M, Shawi M, Kollmeier A, Zabotti A. Identification of PsA phenotypes with machine learning analytics using data from two phase III clinical trials of guselkumab in a bio-naïve population of patients with PsA. RMD Open 2023; 9:e002934. [PMID: 37001920 PMCID: PMC10069583 DOI: 10.1136/rmdopen-2022-002934] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 02/21/2023] [Indexed: 04/03/2023] Open
Abstract
OBJECTIVES Psoriatic arthritis (PsA) phenotypes are typically defined by their clinical components, which may not reflect patients' overlapping symptoms. This post hoc analysis aimed to identify hypothesis-free PsA phenotype clusters using machine learning to analyse data from the phase III DISCOVER-1/DISCOVER-2 clinical trials. METHODS Pooled data from bio-naïve patients with active PsA receiving guselkumab 100 mg every 8/4 weeks were retrospectively analysed. Non-negative matrix factorisation was applied as an unsupervised machine learning technique to identify PsA phenotype clusters; baseline patient characteristics and clinical observations were input features. Minimal disease activity (MDA), disease activity index for psoriatic arthritis (DAPSA) low disease activity (LDA) and DAPSA remission at weeks 24 and 52 were evaluated. RESULTS Eight clusters (n=661) were identified: cluster 1 (feet dominant), cluster 2 (male, overweight, psoriasis dominant), cluster 3 (hand dominant), cluster 4 (dactylitis dominant), cluster 5 (enthesitis, large joints), cluster 6 (enthesitis, small joints), cluster 7 (axial dominant) and cluster 8 (female, obese, large joints). At week 24, MDA response was highest in cluster 2 and lowest in clusters 3, 5 and 6; at week 52, it was highest in cluster 2 and lowest in cluster 5. At weeks 24 and 52, DAPSA LDA and remission were highest in cluster 2 and lowest in clusters 4 and 6, respectively. All clusters improved with guselkumab treatment over 52 weeks. CONCLUSIONS Unsupervised machine learning identified eight PsA phenotype clusters with significant differences in demographics, clinical features and treatment responses. In the future, such data could help support individualised treatment decisions.
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Affiliation(s)
- Pascal Richette
- Rheumatology Department, AP-HP, Lariboisière Hospital, INSERM U1132, Paris, France
- Université Paris Cité, Paris, France
| | - Marijn Vis
- Rheumatology, Erasmus MC Universitair Medisch Centrum, Rotterdam, The Netherlands
| | - Sarah Ohrndorf
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - William Tillett
- Department of Rheumatology, Royal National Hospital for Rheumatic Diseases, Bath, UK
- Department of Life Sciences, Centre for Therapeutic Innovation, University of Bath, Bath, UK
| | - Julio Ramírez
- Rheumatology Department, Hospital Universitari Clínic and IDIBAPS, Universidad de Barcelona, Barcelona, Spain
| | - Marlies Neuhold
- EMEA Medical Affairs Immunology, Janssen-Cilag, Zug, Switzerland
| | | | - Elke Theander
- EMEA Medical Affairs Immunology, Janssen-Cilag, Solna, Sweden
| | - Wim Noel
- EMEA Medical Affairs Immunology, Janssen-Cilag BV, Breda, The Netherlands
| | | | - May Shawi
- Medical Affairs, Janssen Global Services LLC, Horsham, Pennsylvania, USA
| | - Alexa Kollmeier
- Research and Development, Immunology, Janssen Research and Development LLC, San Diego, California, USA
| | - Alen Zabotti
- Department of Medical and Biological Sciences, Rheumatology Institute, University of Udine, Udine, Italy
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Gossec L, Siebert S, Bergmans P, de Vlam K, Gremese E, Joven-Ibáñez B, Korotaeva TV, Lavie F, Noël W, Nurmohamed MT, Sfikakis PP, Theander E, Smolen JS. Persistence and effectiveness of the IL-12/23 pathway inhibitor ustekinumab or tumour necrosis factor inhibitor treatment in patients with psoriatic arthritis: 1-year results from the real-world PsABio Study. Ann Rheum Dis 2022; 81:823-830. [PMID: 35210262 PMCID: PMC9120383 DOI: 10.1136/annrheumdis-2021-221640] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 02/01/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE We evaluated real-world treatment persistence and effectiveness at 1 year following initiation of IL-12/23 inhibitor ustekinumab or a tumour necrosis factor inhibitor (TNFi) for psoriatic arthritis (PsA). METHODS PsABio (NCT02627768), a prospective, observational study, followed patients with PsA prescribed first-line to third-line ustekinumab or TNFi. Drug persistence, effectiveness (achievement of clinical Disease Activity Index for Psoriatic Arthritis (cDAPSA) low disease activity (LDA)/remission and minimal disease activity/very low disease activity (MDA/VLDA)), and safety were assessed every 6 months. In addition to descriptive statistics, propensity score (PS)-adjusted comparisons across cohorts were performed. RESULTS At 1 year, overall persistence was similar in the ustekinumab (n=317/438, 72.4%) and TNFi (n=321/455, 70.5%) groups. PS-adjusted HR (95% CI) for stopping/switching ustekinumab versus TNFi was 0.82 (0.60; 1.13). cDAPSA LDA (including remission)/remission was achieved in 55.9%/22.1% of ustekinumab-treated and 67.1%/31.7% of TNFi-treated patients; PS-adjusted ORs (95% CI) were 0.80 (0.57; 1.10) for cDAPSA LDA and 0.73 (0.49; 1.07) for remission. MDA/VLDA was achieved in 34.2%/11.9% of ustekinumab-treated and 43.1%/12.6% of TNFi-treated patients; PS-adjusted ORs (95% CI) were 0.89 (0.63; 1.26) for MDA and 0.90 (0.54; 1.49) for VLDA. The safety profiles were similar in both groups. CONCLUSION In the real-world PsABio Study, after 1 year of treatment, although unadjusted persistence was numerically slightly higher for ustekinumab versus TNFi and unadjusted effectiveness was numerically slightly higher for TNFi versus ustekinumab, the PS-adjusted comparisons demonstrated comparable overall persistence, effectiveness and safety for both modes of action in PsA.
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Affiliation(s)
- Laure Gossec
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne Université, Paris, France
- Rheumatology Department, AP-HP, University Hospital Pitié Salpêtrière, Paris, France
| | - Stefan Siebert
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, Glasgow, UK
| | - Paul Bergmans
- Biostatistics, Janssen-Cilag BV, Breda, The Netherlands
| | - Kurt de Vlam
- Department of Rheumatology, Universitair Ziekenhuis Leuven, Leuven, Flanders, Belgium
| | - Elisa Gremese
- Division of Rheumatology, Fondazione Policlinico Agostino Gemelli-IRCCS, Università Cattolica del Sacro Cuore, Roma, Italy
| | | | - Tatiana V Korotaeva
- Department of Spondyloarthritis and Psoriatic Arthritis, VA Nasonova Research Institute of Rheumatology, Moscow, Russian Federation
| | - Frederic Lavie
- Medical Affairs, The Janssen Pharmaceutical Companies of Johnson & Johnson, Paris, France
| | - Wim Noël
- Medical Affairs, Janssen Pharmaceutica NV, Beerse, Belgium
| | - Michael T Nurmohamed
- Department of Rheumatology, Reade and VU University Medical Center, Amsterdam, The Netherlands
| | - Petros P Sfikakis
- 1st Department of Propedeutic Internal Medicine, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | | | - Josef S Smolen
- Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
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