Rheumatoid Arthritis
Conditions
Brief summary
The FLARE-RA study will have the following research objectives: A) To establish the cellular and molecular atlas of remission RA achieved with different therapeutics aimed to identify (i) cell clusters/pathways driving disease flare or maintaining remission and (ii) provide an evidence base for developing ML tools for predicting flares. B) To test the performance of a ML-derived algorithm on longitudinal remission RA cohort in a biopsy-driven study. C) To dissect the cellular and molecular mechanisms of remission maintenance and joint flares.
Interventions
After synovial tissue biopsy, pharmacological treatment (cDMARDs or bDMARDs) are tapered first and then bDMARDs and/or cDMARDs are discontinued based on AI-guidance
Ongoing therapeutic are not changed (tapered or discontinued) after synovial biopsy performance based on AI-guidance
After synovial tissue biopsy, pharmacological treatment (cDMARDs or bDMARDs) are tapered first and then bDMARDs and/or cDMARDs are discontinued based on standard of care
Ongoing therapeutic are not changed (tapered or discontinued) after synovial biopsy performance based on standard of care
Sponsors
Study design
Eligibility
Inclusion criteria
* Rheumatoid Arthritis classified based on the 2010 EULAR/ACR Classification Criteria * Stable treatment with cDMARDs and/or bDMARDs (≥12 months) * Stable remission status (at least DAS28-CRP\<2.6) (≥6 months) * No concomitant steroid treatment (≥6 months) * Absence of Power-Doppler signal at ultrasound assessment (wrist, MCP, PIP, Knee, ankle and II-V MTP bilaterally) in 3 evaluations 3 months apart.
Exclusion criteria
* DAS28-CRP≥2.6 * Presence of Power-Doppler signal ≥1 at ultrasound assessment (wrist, MCP, PIP, Knee, ankle and II-V MTP bilaterally) * Other chronic inflammatory disease
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Establishment of cellular and molecular atlas of remission RA | months 1-12 | To establish the cellular and molecular atlas of remission RA achieved with different therapeutics aimed to identify (i) cell clusters/pathways driving disease flare or maintaining remission and (ii) provide an evidence base for developing ML tools for predicting flares. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| To test the performance of a ML-derived algorithm on longitudinal remission RA cohort in a biopsy-driven study. | months 13-36 | To test the performance of a ML-derived algorithm on longitudinal remission RA cohort in a biopsy-driven study. |
| To dissect the cellular and molecular mechanisms of remission maintenance and joint flares | months 13-36 | To dissect the cellular and molecular mechanisms of remission maintenance and joint flares in in vivo and in vitro systems |
Countries
Italy, Spain, United Kingdom