bioRxivMicrobiologyPreprint
The faecal metabolome and its determinants in inflammatory bowel disease
A. Vich Vila, S. Hu, S. Andreu-Sanchez, V. Collij, B. H. Jansen, H. E. Augustijn, L. Bolte, R. A. A. A. Ruigrok, G. Abu-Ali, C. Giallourakis, J. Schneider, J. Parkinson, A. Al Garawi, A. Zhernakova, R. Gacesa, J. Fu, R. K. Weersma
Abstract
ObjectiveInflammatory bowel disease (IBD) is a multifactorial immune-mediated inflammatory disease of the intestine, comprising Crohns disease and ulcerative colitis. By characterising metabolites in faeces, combined with faecal metagenomics, host genetics and clinical characteristics, we aimed to unravel metabolic alterations in IBD. DesignWe measured 1,684 different faecal metabolites and 8 short-chain and branched-chain fatty acids in stool samples of 424 IBD patients and 255 non-IBD controls. Regression analyses were used to compare concentrations of metabolites between cases and controls and determine the relationship between metabolites and each participants lifestyle, clinical characteristics and gut microbiota composition. Moreover, genome-wide association analysis was conducted on faecal metabolite levels. ResultsWe identified over 300 molecules that were differentially abundant in the faeces of patients with IBD. The ratio between a sphingolipid and L-urobilin could discriminate between IBD and non-IBD samples (AUC = 0.85). We found changes in the bile acid pool in patients with dysbiotic microbial communities and a strong association between faecal metabolome and gut microbiota. For example, the abundance of Ruminococcus gnavus was positively associated with tryptamine levels. In addition, we found 158 associations between metabolites and dietary patterns, and polymorphisms near NAT2 strongly associated with coffee metabolism. ConclusionIn this large-scale analysis, we identified alterations in the metabolome of patients with IBD that are independent of commonly overlooked confounders such as diet and surgical history. Considering the influence of the microbiome on faecal metabolites, our results pave the way for future interventions targeting intestinal inflammation.
- organism: human
- assay: metabolomics
- research focus: differential expression
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Systematic Mining of gut microbiota biomarkers for IBD
Yuchen Zhang, Wenkai Lai, … Fenglong Yang·bioRxiv·Oct 10, 2024
- Longitudinal flux balance analyses of a patient with Crohn's disease highlight microbiome metabolic alterations
Arianna Basile, Almut Heinken, … Ines Thiele·bioRxiv·Dec 19, 2022
- Metabolic modeling reveals a multi-level deregulation of host-microbiome metabolic networks in IBD
Jan Taubenheim, A. Samer Kadibalban, … Christoph Kaleta·Nature CommunicationsPeer-reviewed·Jun 2, 2025
- Inferring intestinal mucosal immune cell associated microbiome species and microbiota-derived metabolites in inflammatory bowel disease
Rajagopalan Lakshmi Narasimhan, Allison A. Throm, … Jiajian Liu·bioRxiv·Sep 18, 2020
- Mucosal host-microbe interactions associate with clinical phenotypes in inflammatory bowel disease
S. Hu, A. R. Bourgonje, … R. K. Weersma·bioRxiv·Jun 4, 2022
- A comparative analysis of Parkinson's disease and inflammatory bowel disease gut microbiomes highlights shared depletions in key butyrate-producing bacteria
Maeve E. Krueger, Jake Sondag Boles, … Malú G. Tansey·npj Parkinson s DiseasePeer-reviewed·Mar 19, 2025