Curtis, Jeffrey R., Yun, Huifeng, Chen, Lang, Ford, Stephanie S., van Hoogstraten, Hubert, Fiore, Stefano, Ford, Kerri, Praestgaard, Amy, Rehberg, Markus and Choy, Ernest ![]() ![]() |
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Abstract
Introduction: Clinical trial findings may not be generalizable to routine practice. This study evaluated sarilumab effectiveness in patients with rheumatoid arthritis (RA) and tested the real-world applicability of a response prediction rule, derived from trial data using machine learning (based on C-reactive protein [CRP] > 12.3 mg/l and seropositivity [anticyclic citrullinated peptide antibodies, ACPA +]). Methods: Sarilumab initiators from the ACR-RISE Registry, with ≥ 1 prescription on/after its FDA approval (2017–2020), were divided into three cohorts based on progressively restrictive criteria: Cohort A (had active disease), Cohort B (met eligibility criteria of a phase 3 trial in RA patients with inadequate response/intolerance to tumor necrosis factor inhibitors [TNFi]), and Cohort C (characteristics matched to the phase 3 trial baseline). Mean changes in Clinical Disease Activity Index (CDAI) and Routine Assessment of Patient Index Data 3 (RAPID3) were evaluated at 6 and 12 months. In a separate cohort, predictive rule was tested based on CRP levels and seropositive status (ACPA and/or rheumatoid factor); patients were categorized into rule-positive (seropositive with CRP > 12.3 mg/l) and rule-negative groups to compare the odds of achieving CDAI low disease activity (LDA)/remission and minimal clinically important difference (MCID) over 24 weeks. Results: Among sarilumab initiators (N = 2949), treatment effectiveness was noted across cohorts, with greater improvement noted for Cohort C at 6 and 12 months. Among the predictive rule cohort (N = 205), rule-positive (vs. rule-negative) patients were more likely to reach LDA (odds ratio: 1.5 [0.7, 3.2]) and MCID (1.1 [0.5, 2.4]). Sensitivity analyses (CRP > 5 mg/l) showed better response to sarilumab in rule-positive patients. Conclusions: In real-world setting, sarilumab demonstrated treatment effectiveness, with greater improvements in the most selective population, mirroring phase 3 TNFi-refractory and rule-positive RA patients. Seropositivity appeared a stronger driver for treatment response than CRP, although optimization of the rule in routine practice requires further data.
Item Type: | Article |
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Date Type: | Published Online |
Status: | Published |
Schools: | Medicine |
Additional Information: | License information from Publisher: LICENSE 1: URL: http://creativecommons.org/licenses/by-nc/4.0/, Type: open-access. This paper has a correction: Curtis, J.R., Yun, H., Chen, L. et al. Correction: Real-World Sarilumab Use and Rule Testing to Predict Treatment Response in Patients with Rheumatoid Arthritis: Findings from the RISE Registry. Rheumatol Ther 11, 217 (2024). https://doi.org/10.1007/s40744-023-00607-4 |
Publisher: | Springer |
ISSN: | 2198-6576 |
Related URLs: | |
Date of First Compliant Deposit: | 10 July 2023 |
Date of Acceptance: | 30 May 2023 |
Last Modified: | 19 Jan 2024 10:01 |
URI: | https://orca.cardiff.ac.uk/id/eprint/160925 |
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