# Factors Associated with Difficult-to-Treat Rheumatoid Arthritis (D2T-RA): Real-World Evidence from a Single-Center Cross-Sectional Study

**Authors:** Maurizio Benucci, Francesca Li Gobbi, Emanuele Antonio Maria Cassarà, Riccardo Terenzi, Elisa Cioffi, Christian D’Elia, Sabrina Aliberti, Serena Guiducci, Edda Russo, Barbara Lari, Valentina Grossi, Maria Infantino, Mariangela Manfredi

PMC · DOI: 10.3390/jpm16020065 · 2026-01-29

## TL;DR

This study identifies factors linked to difficult-to-treat rheumatoid arthritis, including disease duration and treatment history, and suggests JAK inhibitors may help patients who don't respond to other therapies.

## Contribution

The study provides real-world evidence on clinical and therapeutic factors associated with D2T-RA and highlights the potential role of JAK inhibitors in managing treatment-resistant RA.

## Key findings

- Female sex, longer disease duration, and higher RF/ACPA titers were associated with D2T-RA.
- JAK inhibitors like Filgotinib and Upadacitinib were more common in D2T-RA patients and linked to clinical stabilization.
- A greater number of failed advanced therapies was a significant factor in D2T-RA.

## Abstract

Background: Rheumatoid arthritis (RA) is a chronic, systemic autoimmune disease characterized by persistent synovial inflammation and progressive joint destruction. Despite the implementation of the treat-to-target (T2T) strategy and the introduction of several classes of biologic and targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs), a considerable proportion of patients continues to exhibit active, refractory disease. In 2021, the European Alliance of Associations for Rheumatology (EULAR) defined this condition as Difficult-to-Treat Rheumatoid Arthritis (D2T-RA). This study aimed to identify clinical, laboratory, and therapeutic factors associated with D2T-RA. Methods: A total of 344 patients with established RA were retrospectively evaluated. Among them, 164 fulfilled the 2021 EULAR criteria for D2T-RA (D2T group), while 180 did not (NO-D2T group). Clinical (age, sex, disease duration, BMI, smoking, comorbidities), laboratory (RF, ACPA, ESR, CRP), clinimetric (DAS28, CDAI, PhGA, PGA, HAQ), and therapeutic data (glucocorticoid use, methotrexate treatment and dose, monotherapy, advanced therapy exposure, number of failed advanced therapies, current DMARD regimen) were analyzed. Results: Factors significantly associated with D2T-RA included female sex, longer disease duration, higher RF and ACPA titers, elevated ESR levels, glucocorticoid therapy, and a greater number of failed advanced therapies. Although both groups achieved low disease activity or remission by DAS28 and CDAI, JAK inhibitors—particularly Filgotinib and Upadacitinib—were significantly more common in the D2T cohort and appeared associated with clinical stabilization. Conclusions: This study strengthens the understanding of the predictive profile of D2T-RA, confirming the role of disease chronicity and persistent inflammation in the development of treatment resistance. Importantly, the observed trend toward clinical stabilization achieved under JAK inhibitor therapy reinforces their potential to address unmet therapeutic needs in D2T-RA, providing a mechanistically grounded strategy for patients refractory to conventional and biologic DMARDs.

## Linked entities

- **Chemicals:** Filgotinib (PubChem CID 49831257), Upadacitinib (PubChem CID 58557659)
- **Diseases:** rheumatoid arthritis (MONDO:0008383)

## Full-text entities

- **Genes:** PRTN3 (proteinase 3) [NCBI Gene 5657] {aka ACPA, AGP7, C-ANCA, CANCA, MBN, MBT}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}
- **Diseases:** chronic (MESH:D002908), joint destruction (MESH:D008105), interstitial lung disease (MESH:D017563), depression (MESH:D003866), RF (MESH:D001171), joint damage (MESH:D007592), osteoporosis (MESH:D010024), cardiovascular disease (MESH:D002318), fibromyalgia (MESH:D005356), T (MESH:D001260), hypertension (MESH:D006973), D2T-RA (MESH:D001172), COPD (MESH:D029424), autoimmune disease (MESH:D001327), CKD (MESH:D051436), lung disease (MESH:D008171), diabetes mellitus (MESH:D003920), pain (MESH:D010146), Inflammatory (MESH:D007249), injury to (MESH:D014947)
- **Chemicals:** Filgotinib (MESH:C584571), prednisone (MESH:D011241), rituximab (MESH:D000069283), D2T (-), NO (MESH:D009614), MTX (MESH:D008727), Upadacitinib (MESH:C000613732), Tocilizumab (MESH:C502936)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** T2T

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12941660/full.md

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Source: https://tomesphere.com/paper/PMC12941660