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Integrative AI-Based Multiomic and Neurophysiological Profiling of Chronic Pain in Rheumatoid Arthritis
Integrative AI-Based Multiomic and Neurophysiological Profiling of Chronic Pain in Rheumatoid Arthritis

NCT07769619

RecruitingN/A

Sponsor: 4th Military Clinical Hospital with Polyclinic, Poland

Conditions: Rheumatoid Arthritis (RA, Chronic Pain

Countries: Poland

Rheumatoid arthritis (RA) is a chronic, systemic autoimmune disease in which pain remains the most prominent and burdensome symptom from the patient's perspective. Although the introduction of biological and targeted synthetic disease-modifying antirheumatic drugs (bDMARDs and tsDMARDs) has significantly improved the control of inflammatory activity, an estimated 20-30% of patients continues to experience persistent moderate-to-severe pain despite achieving clinical remission. This discordance between objective inflammatory markers and subjective pain perception reflects an important unmet clinical need and suggests that chronic pain in RA may become partially or fully independent of peripheral inflammation, driven instead by central sensitization and nociplastic mechanisms. The RA-PAIN-AI study is a prospective, observational, case-control study integrating clinical assessment, patient-reported outcome measures, neurophysiological evaluation, and multiomic profiling, analyzed using artificial intelligence (AI)-based methods. Two groups of adult patients with RA are enrolled: a study group of patients with active disease qualifying for biological therapy under the Polish national drug program B.33, and a control group of patients in sustained clinical remission (at least 1.5 years) under biological therapy, without clinically significant chronic pain. All participants undergo clinical assessment, standardized questionnaires, peripheral blood collection at the baseline (Visit 1) and follow-up (Visit 2) visits. Electroencephalography (EEG) is offered as an optional procedure, at the discretion of the investigator. Biological samples are analyzed using advanced multiomic technologies, including whole genome sequencing (genomics), mRNA expression profiling (transcriptomics), and measurement of circulating proteins (secretomics). All clinical, biological, and neurophysiological data are then integrated using AI methods, including dimensionality reduction, clustering, and supervised machine learning, to identify distinct pain-related patient subtypes (endotypes). The primary objective of the study is to identify and characterize clinical, neurophysiological, and multiomic signatures associated with chronic pain in RA. Expected outcomes include identification of biomarkers predictive of chronic pain persistence despite effective anti-inflammatory treatment, improved differentiation between inflammation-driven pain and pain mediated by central nervous system changes, and support for the development of more personalized, mechanism-based treatment strategies in rheumatology. The study is non-interventional: no experimental therapeutic interventions are administered, and all participants continue to receive standard clinical care. All biological analyses are performed ex vivo.

Eligibility overview

Sex: ALL

Age: 18 Years to

Healthy volunteers: No

Study type: OBSERVATIONAL

Eligibility criteria
Inclusion Criteria - Study Group (Active RA)

* Age ≥18 years.
* Confirmed diagnosis of rheumatoid arthritis according to applicable classification criteria.
* Active phase of the disease requiring initiation of biological therapy.
* Qualification for treatment under the national drug program B.33: "Treatment of rheumatoid arthritis and juvenile idiopathic arthritis with aggressive course (ICD-10: M05, M06, M08)".
* Ability to provide written informed consent.
* Willingness to participate in clinical assessments, EEG, biological sample collection, and questionnaire-based evaluation.

Exclusion Criteria - Study Group

* Contraindications to biological therapy as defined by the Polish Society of Rheumatology recommendations and the National Health Fund (NFZ) requirements under the B.33 drug program.
* Inability to provide informed consent.
* Any condition that, in the opinion of the investigator, may interfere with study participation or data interpretation.

Inclusion Criteria - Control Group (RA in Remission)

* Age ≥18 years
* Confirmed diagnosis of rheumatoid arthritis.
* Ongoing biological therapy with sustained remission for at least 1.5 years and good tolerance of the treatment.
* No current chronic pain reported in the clinical interview.
* Ability to provide written informed consent.
* Willingness to participate in study procedures, including biological sampling, EEG and questionnaire assessments.
Locations (1)
  • Wroclaw, Poland