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The Pretreatment Gut Microbiome Is Associated With Lack of Response to Methotrexate in New-Onset Rheumatoid Arthritis
Alejandro Artacho1, Sandrine Isaac1, Renuka Nayak2
1Center for Public Health Research, FISABIO, Valencia, Spain.
Objective:
Although oral methotrexate (MTX) remains the anchor drug for rheumatoid arthritis (RA), up to 50% of patients do not achieve a clinically adequate outcome. In addition, there is a lack of prognostic tools for treatment response prior to drug initiation. This study was undertaken to investigate whether interindividual differences in the human gut microbiome can aid in the prediction of MTX efficacy in new-onset RA.
Methods:
We performed 16S ribosomal RNA gene and shotgun metagenomic sequencing on the baseline gut microbiomes of drug-naive patients with new-onset RA (n = 26). Results were validated in an additional independent cohort (n = 21). To gain insight into potential microbial mechanisms, we conducted ex vivo experiments coupled with metabolomics analysis to evaluate the association between microbiome-driven MTX depletion and clinical response.
Results:
Our analysis revealed significant associations of the abundance of gut bacterial taxa and their genes with future clinical response (q < 0.05), including orthologs related to purine and MTX metabolism. Machine learning techniques were applied to the metagenomic data, resulting in a microbiome-based model that predicted lack of response to MTX in an independent group of patients. Finally, MTX levels remaining after ex vivo incubation with distal gut samples from pretreatment RA patients significantly correlated with the magnitude of future clinical response, suggesting a possible direct effect of the gut microbiome on MTX metabolism and treatment outcomes.
Conclusion:
Taken together, these findings are the first step toward predicting lack of response to oral MTX in patients with new-onset RA and support the value of the gut microbiome as a possible prognostic tool and as a potential target in RA therapeutics.
Insights
The gut microbiome may predict rheumatoid arthritis (RA) treatment outcomes. Analyzing gut bacteria and their genes helps forecast response to methotrexate (MTX), offering a new prognostic tool for RA patients.
Area of Science:
- Microbiome Research
- Rheumatology
- Pharmacogenomics
Background:
- Oral methotrexate (MTX) is a primary treatment for rheumatoid arthritis (RA), but efficacy varies significantly among patients.
- Currently, no reliable tools exist to predict MTX treatment response before initiation.
- Understanding factors influencing MTX efficacy is crucial for personalized RA management.
Purpose of the Study:
- To investigate the role of the human gut microbiome in predicting MTX efficacy in new-onset RA patients.
- To identify specific microbial signatures associated with treatment response.
- To explore potential mechanisms of microbiome-mediated MTX metabolism.
Main Methods:
- 16S rRNA gene and shotgun metagenomic sequencing of baseline gut microbiomes in drug-naive RA patients.
- Validation in an independent patient cohort.
- Ex vivo experiments with metabolomics to assess microbiome-driven MTX depletion and its correlation with clinical response.
Main Results:
- Significant associations were found between gut bacterial taxa, their genes (including those in purine and MTX metabolism), and future clinical response in RA.
- A machine learning model based on metagenomic data successfully predicted MTX non-response in an independent cohort.
- Ex vivo MTX depletion by gut samples correlated with subsequent clinical response, suggesting direct microbial influence on MTX metabolism.
Conclusions:
- Gut microbiome composition can predict MTX efficacy in new-onset RA.
- This study provides the first evidence for the gut microbiome as a prognostic tool for MTX response in RA.
- Targeting the gut microbiome may offer novel therapeutic strategies for RA.
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