Limited predictive value of the gut microbiome and metabolome for response to biological therapy in inflammatory bowel disease

Gut Microbes. 2024 Jan-Dec;16(1):2391505. doi: 10.1080/19490976.2024.2391505. Epub 2024 Aug 21.

Abstract

Emerging evidence suggests the gut microbiome's potential in predicting response to biologic treatments in patients with inflammatory bowel disease (IBD). In this prospective study, we aimed to predict treatment response to vedolizumab and ustekinumab, integrating clinical data, gut microbiome profiles based on metagenomic sequencing, and untargeted fecal metabolomics. We aimed to identify predictive biomarkers and attempted to replicate microbiome-based signals from previous studies. We found that the predictive utility of the gut microbiome and fecal metabolites for treatment response was marginal compared to clinical features alone. Testing our identified microbial ratios in an external cohort reinforced the lack of predictive power of the microbiome. Additionally, we could not confirm previously published predictive signals observed in similar sized cohorts. Overall, these findings highlight the importance of external validation and larger sample sizes, to better understand the microbiome's impact on therapy outcomes in the setting of biologicals in IBD before potential clinical implementation.

Keywords: Inflammatory bowel disease; biologics; metabolomics; microbiome; prediction; ustekinumab; vedolizumab.

MeSH terms

  • Adult
  • Antibodies, Monoclonal, Humanized* / pharmacology
  • Antibodies, Monoclonal, Humanized* / therapeutic use
  • Bacteria / classification
  • Bacteria / drug effects
  • Bacteria / genetics
  • Bacteria / isolation & purification
  • Bacteria / metabolism
  • Biological Therapy / methods
  • Biomarkers / analysis
  • Biomarkers / metabolism
  • Feces* / microbiology
  • Female
  • Gastrointestinal Microbiome* / drug effects
  • Humans
  • Inflammatory Bowel Diseases* / drug therapy
  • Inflammatory Bowel Diseases* / metabolism
  • Inflammatory Bowel Diseases* / microbiology
  • Male
  • Metabolome* / drug effects
  • Middle Aged
  • Prospective Studies
  • Treatment Outcome
  • Ustekinumab* / therapeutic use

Substances

  • vedolizumab
  • Ustekinumab
  • Antibodies, Monoclonal, Humanized
  • Biomarkers

Grants and funding

The study received financial support through Investigator Initiated Study Grants from Johnson & Johnson [CNTO1275CRD4019] and Takeda Pharmaceuticals [IISR-2015-101098].