Gut Microbiome Function Predicts Response to Anti-integrin Biologic Therapy in Inflammatory Bowel Diseases.
Study Design
- 研究类型
- Observational Study
- 研究人群
- CD or UC patients starting vedolizumab
- 干预措施
- Gut Microbiome Function Predicts Response to Anti-integrin Biologic Therapy in Inflammatory Bowel Diseases. None
- 对照组
- None
- 主要结局
- Week 14 remission prediction by microbiome
- 效应方向
- Mixed
- 偏倚风险
- Moderate
Abstract
The gut microbiome plays a central role in inflammatory bowel diseases (IBDs) pathogenesis and propagation. To determine whether the gut microbiome may predict responses to IBD therapy, we conducted a prospective study with Crohn's disease (CD) or ulcerative colitis (UC) patients initiating anti-integrin therapy (vedolizumab). Disease activity and stool metagenomes at baseline, and weeks 14, 30, and 54 after therapy initiation were assessed. Community α-diversity was significantly higher, and Roseburia inulinivorans and a Burkholderiales species were more abundant at baseline among CD patients achieving week 14 remission. Several significant associations were identified with microbial function; 13 pathways including branched chain amino acid synthesis were significantly enriched in baseline samples from CD patients achieving remission. A neural network algorithm, vedoNet, incorporating microbiome and clinical data, provided highest classifying power for clinical remission. We hypothesize that the trajectory of early microbiome changes may be a marker of response to IBD treatment.
简要概述
It is hypothesized that the trajectory of early microbiome changes may be a marker of response to IBD treatment, and a neural network algorithm, vedoNet, incorporating microbiome and clinical data, provided highest classifying power for clinical remission.
Used In Evidence Reviews
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