Dissecting the Cellular and Molecular Atlas of Rheumatoid Arthritis in Sustained Remission to Identify Pathways Maintaining Remission and Triggering Flares
About This Trial
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.
Who May Be Eligible (Plain English)
Original Eligibility Criteria
View original clinical language
Treatments Being Tested
Tapering and/or discontinuation of treatment 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 AI-guidance
No tapering and/or discontinuation of treatment based on AI-guidance
Ongoing therapeutic are not changed (tapered or discontinued) after synovial biopsy performance based on AI-guidance
Tapering and/or discontinuation of treatment based on standard of care
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
No tapering and/or discontinuation of treatment based on standard of care
Ongoing therapeutic are not changed (tapered or discontinued) after synovial biopsy performance based on standard of care