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Gut microbiome signatures predict 5-ASA efficacy in ulcerative colitis
Yan Dang1, Xinyi Xu1, Jiuyue Ma1
1Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, State Key Laboratory of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing Digestive Disease Center, Beijing, China.
Certain gut bacteria can predict if ulcerative colitis (UC) patients will respond to 5-aminosalicylic acid (5-ASA) treatment. Identifying these microbial signatures may help personalize UC therapy for better outcomes.
Area of Science:
- Gastroenterology
- Microbiome Research
- Computational Biology
Background:
- Ulcerative colitis (UC) affects millions globally, with limited treatment success.
- First-line 5-aminosalicylic acid (5-ASA) therapy fails in over 50% of UC patients.
- Predicting treatment response in UC is crucial for effective management.
Purpose of the Study:
- To identify gut microbial signatures predicting 5-ASA treatment efficacy in UC.
- To develop a predictive model for non-response to 5-ASA therapy.
- To explore the role of the gut microbiome in UC treatment outcomes.
Main Methods:
- Prospective enrollment of active UC patients undergoing 5-ASA treatment.
- Shotgun metagenomic sequencing for taxonomic and functional profiling.
- Random forest modeling to predict treatment response based on microbial species.
Main Results:
- Distinct microbial signatures were identified at baseline differentiating responders from non-responders.
- Faecalibacterium prausnitzii, Blautia massiliensis, and Phascolarctobacterium faecium were depleted in non-responders.
- A predictive model achieved high accuracy (AUC=0.80-0.82) in identifying patients likely to have ineffective 5-ASA treatment.
Conclusions:
- Gut microbiome composition can predict 5-ASA treatment efficacy in UC patients.
- Specific bacterial species may serve as non-invasive biomarkers for treatment response.
- Microbiome-based prediction could guide personalized therapeutic strategies in UC.
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