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Abstract Number: 0035

Clinical and Transcriptomic Heterogeneity in Patients With RA: A Multi-Centric International Study of Anti-TNF Response

Maryna Borshchivska1, Thibault Helleputte1, Laurent Meric de Bellefon2, Silvana di Romana3, Elsa Vieira-Sousa4, Vasco Romão4, João Eurico Fonseca5, Alla Ishchenko6, Patrick Verschueren6, Ruth Wittoek7, Peggy jacques7, Dirk Elewaut8, Bernard Lauwerys9 and Patrick Durez10, 1DNAlytics, Louvain-la-Neuve, Belgium, 2Cliniques Universitaires Saint-Luc – Université catholique de Louvain (UCLouvain) – Institut de Recherche Expérimentale et Clinique (IREC), Rheumatologie, Brussels, Belgium, 3Department of Rheumatology, Saint Pierre University Hospital, Brussels, Belgium, 4Faculdade Medicina, Universidade de Lisboa, ULS Santa Maria, Centro Académico Medicina de Lisboa, Lisboa, Portugal, 5Faculdade Medicina, Universidade de Lisboa, ULS Santa Maria, Centro Académico Medicina de Lisboa, Lisboa, Lisboa, Portugal, 6Rheumatology, University Hospital Leuven and Skeletal Biology and Engineering Research Centre, KU Leuven, Leuven, Belgium, 7VIB Center for Inflammation Research, Ghent University and Department of Rheumatology, Ghent University Hospital, Ghent, Belgium, 8VIB Center for Inflammation Research, and Ghent University Hospital, Department of Rheumatology, Ghent, Belgium, 9Systemic and Inflammatory Rheumatic Diseases Section, Institute of Experimental and Clinical Research (IREC), UCLouvain, Brussels, Belgium, 10Cliniques Universitaires Saint-Luc – Université catholique de Louvain (UCLouvain) – Institut de Recherche Expérimentale et Clinique (IREC), Rheumatologie, Brussels, Brussels Hoofdstedelijk Gewest, Belgium

Meeting: ACR Convergence 2025

Keywords: Anti-TNF Drugs, B-Cell Targets, Disease-Modifying Antirheumatic Drugs (Dmards), Gene Expression, rheumatoid arthritis

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Session Information

Date: Sunday, October 26, 2025

Title: (0019–0048) Genetics, Genomics & Proteomics Poster

Session Type: Poster Session A

Session Time: 10:30AM-12:30PM

Background/Purpose: Rheumatoid arthritis (RA) is a chronic inflammatory disease that can lead to joint damage and disability. Although methotrexate is the standard first-line treatment, about 40% of patients fail to reach remission/low disease activity and require escalation to bDMARDs. Anti-TNF agents are frequently used, but responses vary and predicting individual treatment responses remains difficult.

Methods: This international multi-centrer prospective observational study, recruited RA patients who were non-responders to synthetic DMARDs and eligible for anti-TNF therapy. Patients were followed from Visit 1 to 5 (~20 weeks). Due to selective criteria and missing data, 42 of the 55 enrolled patients were analysed. Demographic and clinical characteristics were recorded at each visit and analysed to assess anti-TNF response in RA. In parallel, pre-treatment transcriptomic profiling (RNASeq by Quantseq method with sequencing depth of ~20M single-end reads / sample) of synovial biopsies (Visit 2) was performed to provide transcriptomic data, and anti-TNF therapy was initiated thereafter.Prediction of anti-TNF response via transcriptomic scoring will be presented separately. At baseline, the level of expression of mRNA corresponding to proteins directly involved in the mechanism of actions (Drug Target Complex or DTC (Paul et al., 2019)) of main DMARDs families (BCellInhibitors, AntiIL1, AntiIL6, JakStatInhibitors, AntiTNF, TCellInhibition) have been studied. Treatment response was assessed using the EULAR criteria based on DAS28-CRP, patients were classified as responders (good or moderate), or non-responders. Statistical analysis used Pearson’s chi-squared and Wilcoxon rank-sum tests to assess links between baseline traits and treatment response.

Results: Based on the EULAR DAS28-CRP criteria at Visit 5, 32.6% of patients were classified as non-responders and 67.4% as responders (good or moderate). No significant associations were found between treatment response and sex (p = 0.356), smoking status (p = 0.653), or age (p = 0.243). However, BMI was significantly linked to treatment response (p = 0.049), suggesting higher BMI may reduce clinical response. Transcriptomic data of DTCs revealed two main observations: (1) transcriptomic profiles of patients are highly heterogeneous, each set of mRNA related to the different DTCs appearing as predominant in similar proportions of patients. (2) two clusters emerged: patients with high B-cell DTC expression tended to show low expression of other DTCs, and vice versa. In contrast, expression levels of non–B-cell DTCs are mutually correlated.

Conclusion: The clinical characteristics and early treatment outcomes align with expectations for this population. Initial analyses suggest that BMI may be associated with therapeutic response, while sex, age, and smoking are not. Early transcriptomic profiling may reveal mechanistic subtypes of RA, with opposing expression patterns between B-cell–related and other DMARDs-related mechanisms. Future analyses will assess the predictive ability of a synovial transcriptomic signature to improve patient stratification and personalize RA treatment.

Supporting image 1Table 1. Baseline age and BMI by EULAR response

Supporting image 2Table 2. Smoker and gender status by EULAR response

Supporting image 3Figure 1. Correlations between the main DMARDs families


Disclosures: M. Borshchivska: None; T. Helleputte: None; L. Meric de Bellefon: None; S. di Romana: None; E. Vieira-Sousa: None; V. Romão: None; J. Fonseca: None; A. Ishchenko: None; P. Verschueren: AbbVie, 6, 12, Support for attending meeting, Alfasigma S.p.A., 2, 5, Boehringer Ingelheim, 2, Citryll, 2, Eli Lilly & Co., 2, 6, Fresenius Kabi, 12, Support for attending meeting, Galapagos, 2, 5, 6; R. Wittoek: None; P. jacques: None; D. Elewaut: AbbVie, 2, 6, Eli Lilly, 2, 6, Galapagos, 2, 6, Novartis, 2, 6, UCB, 2, 6; B. Lauwerys: UCB, 3, 12, Shareholder; P. Durez: None.

To cite this abstract in AMA style:

Borshchivska M, Helleputte T, Meric de Bellefon L, di Romana S, Vieira-Sousa E, Romão V, Fonseca J, Ishchenko A, Verschueren P, Wittoek R, jacques P, Elewaut D, Lauwerys B, Durez P. Clinical and Transcriptomic Heterogeneity in Patients With RA: A Multi-Centric International Study of Anti-TNF Response [abstract]. Arthritis Rheumatol. 2025; 77 (suppl 9). https://acrabstracts.org/abstract/clinical-and-transcriptomic-heterogeneity-in-patients-with-ra-a-multi-centric-international-study-of-anti-tnf-response/. Accessed .
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