Associations of gut microbiota features and circulating metabolites with systemic inflammation in children

BMJ Open Gastroenterol. 2024 Aug 29;11(1):e001470. doi: 10.1136/bmjgast-2024-001470.

Abstract

Objective: Gut microbes and microbe-dependent metabolites (eg, tryptophan-kynurenine-serotonin pathway metabolites) have been linked to systemic inflammation, but the microbiota-metabolite-inflammation axis remains uncharacterised in children. Here we investigated whether gut microbiota features and circulating metabolites (both microbe-dependent and non-microbe-dependent metabolites) associated with circulating inflammation markers in children.

Methods: We studied children from the prospective Gen3G birth cohort who had data on untargeted plasma metabolome (n=321 children; Metabolon platform), gut microbiota (n=147; 16S rRNA sequencing), and inflammation markers (plasminogen activator inhibitor-1 (PAI-1), monocyte chemoattractant protein-1, and tumour necrosis factor-α) measured at 5-7 years. We examined associations of microbial taxa and metabolites-examining microbe-dependent and non-microbe-dependent metabolites separately-with each inflammatory marker and with an overall inflammation score (InfSc), adjusting for key confounders and correcting for multiple comparisons. We also compared the proportion of significantly associated microbe-dependent versus non-microbe-dependent metabolites, identified a priori (Human Microbial Metabolome Database), with each inflammation marker.

Results: Of 335 taxa tested, 149 were associated (qFDR<0.05) with at least one inflammatory marker; 10 of these were robust to pseudocount choice. Several bacterial taxa involved in tryptophan metabolism were associated with inflammation, including kynurenine-degrading Ruminococcus, which was inversely associated with all inflammation markers. Of 1037 metabolites tested, 315 were previously identified as microbe dependent and were more frequently associated with PAI-1 and the InfSc than non-microbe dependent metabolites. In total, 87 metabolites were associated (qFDR<0.05) with at least one inflammation marker, including kynurenine (positively), serotonin (positively), and tryptophan (inversely).

Conclusion: A distinct set of gut microbes and microbe-dependent metabolites, including those involved in the tryptophan-kynurenine-serotonin pathway, may be implicated in inflammatory pathways in childhood.

Keywords: INFLAMMATION; INFLAMMATORY MECHANISMS; MOLECULAR EPIDEMIOLOGY.

MeSH terms

  • Biomarkers* / blood
  • Chemokine CCL2 / blood
  • Child
  • Child, Preschool
  • Female
  • Gastrointestinal Microbiome* / physiology
  • Humans
  • Inflammation* / blood
  • Inflammation* / microbiology
  • Kynurenine / blood
  • Kynurenine / metabolism
  • Male
  • Metabolome* / physiology
  • Plasminogen Activator Inhibitor 1* / blood
  • Prospective Studies
  • RNA, Ribosomal, 16S / genetics
  • Tryptophan / blood
  • Tryptophan / metabolism
  • Tumor Necrosis Factor-alpha / blood

Substances

  • Biomarkers
  • Plasminogen Activator Inhibitor 1
  • Tryptophan
  • Kynurenine
  • Tumor Necrosis Factor-alpha
  • RNA, Ribosomal, 16S
  • Chemokine CCL2
  • SERPINE1 protein, human