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.
Study Type
OBSERVATIONAL
Enrollment
130
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
Division of Rheumatology
Rome, Italy
RECRUITINGHospital Clinic and Fundació Clinic per la Recerca Biomèdica
Barcelona, Spain
NOT_YET_RECRUITINGResearch into Inflammatory Arthritis Centre Versus Arthritis (RACE)
Glasgow, United Kingdom
ACTIVE_NOT_RECRUITINGNewcastle University
Newcastle upon Tyne, United Kingdom
ACTIVE_NOT_RECRUITINGEstablishment of cellular and molecular atlas of remission RA
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.
Time frame: months 1-12
To test the performance of a ML-derived algorithm on longitudinal remission RA cohort in a biopsy-driven study.
To test the performance of a ML-derived algorithm on longitudinal remission RA cohort in a biopsy-driven study.
Time frame: months 13-36
To dissect the cellular and molecular mechanisms of remission maintenance and joint flares
To dissect the cellular and molecular mechanisms of remission maintenance and joint flares in in vivo and in vitro systems
Time frame: months 13-36
This platform is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare professional.