Microbiota Analysis to Predict Outcomes of Rheumatoid Arthritis Patients Treated With JAK-inhibitor
MARAJA
1 other identifier
observational
60
1 country
1
Brief Summary
Personalized medicine in which each patient would receive the ideal personalized treatment and regimen, holds great promise to improve patient's care. However, previous studies failed to establish validated predictors of response to disease-modifying anti-rheumatic drugs (DMARDs) in patients with rheumatoid arthritis (RA). JAK inhibitors is a new class of DMARDs with great efficacy that might be even superior to anti-TNF drugs. As there are chemicals, their production cost is much cheaper than biological therapies and they will probably be central in patient's care in the coming years. Three are currently available: upadacitinib (UPA) tofacitinib and baricitinib. Our study will focus on UPA. Clinical outcomes mainly depend on i) factors influencing drug metabolism \& concentrations and ii) adequacy between drug target and the inflammation pathways involved in the patient's disease. Humans carry in their gut trillions of germs, which are now known to be key players in health and disease. Those germs possess many enzymes and strongly modulate human enzymes expression. Gut-microbiota can, indeed, directly metabolize oral drugs and control the expression of the cytochrome P450 3A4 (CYP3A4), the main enzyme metabolizing TOFA. We showed, in a preliminary mouse experiment, that modifying gut-microbiota composition changes JAKi effects on signaling pathways. We thus believe that models including gut-microbiota composition together with markers of immune activation will predict clinical outcomes in RA patients treated with UPA. Main and secondary objectives: To build predictive models for clinical outcomes (efficacy and safety) of RA patients treated with UPA based on microbiota analysis and markers f immune activation. Methodolgy: This multicentric longitudinal prospective study will include 60 patients with RA and inadequate response to methotrexate. The clinical outcomes studied will be EULAR non-response at 3 months as defined by the European league against rheumatism EULAR (primary outcome), achievement of low-disease activity at 6 months or incident adverse events (secondary outcomes). Gut microbiota will be assessed at baseline and M3 from thawed fecal samples. DNA will be purified using QIAamp DNA stool mini kit (Qiagen) and qualify using Qubit and TapeStation 4200 (Agilent). Library will be prepared by amplification of V1-V2 and V3-V4 regions from the bacterial 16S rRNA genes and will be qualified by q-PCR and amplicons will be sequenced by MiSeq (Illumina). Initial bioinformatic analysis and taxonomies will be carried out using the QIIME2 software. Immune activation will be assessed through JAK-STAT pathway activation by JAK STAT signaling pathway RT² profiler PCR Array (Qiagen) which profiles expression of 84 genes related to Jak and Stat-mediated signaling. UPA concentrations will be assessed by liquid chromatography-tandem mass spectrometry (LC-MS/MS) at baseline and 3 months. Statistical classifiers (Neural network algorithm, Linear and Quadratic Discriminant Analysis, Support Vector Machine, Random forests, Shrinkage Methods, or Nearest Neighbors) incorporating microbiome, JAK STAT signaling pathway gene expression and clinical data, will be used to determine profiles associated with UPA clinical response and safety. Patients who will prematurely stop UPA (before 3 months) for adverse events or loss of follow-up will be considered as non-responders.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for all trials
Started Jan 2021
Typical duration for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
August 24, 2020
CompletedFirst Posted
Study publicly available on registry
August 28, 2020
CompletedStudy Start
First participant enrolled
January 7, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
April 1, 2024
CompletedStudy Completion
Last participant's last visit for all outcomes
October 1, 2024
CompletedSeptember 14, 2023
September 1, 2023
3.2 years
August 24, 2020
September 13, 2023
Conditions
Outcome Measures
Primary Outcomes (1)
EULAR response
Response will be defined following European league against rheumatism EULAR definition that is a decrease \>0.6 points of Disease-Activity-Score 28-joints (DAS28-CRP) and a DAS28-CRP≤5.1 at 3 months . Patients who will prematurely stop UPA (before 3 months) for adverse events, RA flair or loss of follow-up will be considered as non-responders.
3 months
Secondary Outcomes (7)
EULAR good response
3 and 6 months
Achievement of low-disease activity:
6 months
Adverse events
during the 6 month follow-up
Baseline gut-microbiota
baseline, 3 and 6 months
UPA concentrations
0, 3 and 6 months
- +2 more secondary outcomes
Interventions
Patients with RA for who the introduction of upadacitinib has been decided will be proposed the study. If they accept, they will be followed for 6 months with 3 visits (baseline, 3 and 6 months) which is the usual standard care. In addition to routine markers, stool and blood will be collected at baseline and 3 months specifically for the study.
Eligibility Criteria
Patients with RA fulfilling American College of Rheumatology (ACR)/ European league against rheumatism (EULAR) 2010 criteria with inadequate response to MTX for who a treatment with UPA will be prescribed in standard care to control disease activity
You may qualify if:
- Patients with RA fulfilling American College of Rheumatology (ACR)/ European league against rheumatism (EULAR) 2010 criteria
- Patients with inadequate response to MTX
- Patients receiving MTX as adjuvant therapy or will receive UPA as monotherapy
You may not qualify if:
- Patients with contraindication to upadacitinib
- Patients previously treated with biological DMARDs or JAK inhibitors
- Patients treated with ≥ 10 mg/day of glucocorticoids
- Use of IV glucocorticoids in the previous month
- Previous use of biological DMARDs (TNF inhibitors, rituximab, abatacept, tocilizumab) or JAK inhibitors
- Absence of informed consent
- Pregnancy planned for the duration of the study, Women pregnant or breastfeeding women
- Major protected by law or patient under guardianship
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
CHU de Montpellier
Montpellier, 34295, France
Biospecimen
PAXgene tubes for blood RNA analysis stools for feces analysis plasma for upadacitinib concentration assessement
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Claire DAIEN, Prof
Montpellier Hospital and University
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- OTHER
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
August 24, 2020
First Posted
August 28, 2020
Study Start
January 7, 2021
Primary Completion
April 1, 2024
Study Completion
October 1, 2024
Last Updated
September 14, 2023
Record last verified: 2023-09
Data Sharing
- IPD Sharing
- Will not share