Host genotypes interact with microbial communities to modulate gene expression in the human intestine
Nirmalan, S.; Arif, S.; Wei, J.; Priya, S.; Blekhman, R.; Pique-Regi, R.; Luca, F.
Show abstract
BackgroundInflammatory Bowel Disease (IBD) is characterized by chronic intestinal inflammation and is associated with both altered gut microbiome composition and host genetic risk. Both host genetic variants and the gut microbiome can affect host gene expression in the colon; however, it remains unclear whether interactions between the two (genotype x microbiome, GxM) shape intestinal gene regulation in humans and their contribution to IBD risk. MethodsWe analyzed publicly available data for 86 individuals (64 patients with IBD and 22 controls) in the Inflammatory Bowel Disease Multiomics Database consisting of host genotype, host gene expression, and mucosal gut microbiome (16S rRNA) data from rectal and ileum biopsies. We performed expression Quantitative Trait Locus (eQTL) mapping and then used computational fine-mapping to identify likely causal variants. We tested whether microbial taxa modify genetic effects on host gene expression. We then integrated GxM eQTLs with IBD, Crohns Disease (CD) and Ulcerative Colitis (UC) Genome-Wide Association Study results by leveraging Transcriptome-Wide Association Studies and colocalization methods. ResultsWe found 3,777 and 3,694 host genes with eQTLs in the rectum and in the ileum, respectively (FDR = 10%). Using the fine-mapped eQTLs, we found 36 GxM interactions for 31 host genes with 22 microbial taxa in the rectum and 30 GxM interactions in the ileum for 15 host genes and 20 taxa (FDR = 10%). Taxa with GxM interactions clustered into two distinct groups with opposing effects on host gene regulation and reflected distinct functions of microbes in the gut. i.e, butyrate producers versus sulfate reducers. Integration with IBD GWAS revealed that 23 variants with GxM regulated the expression of host genes putatively causal for IBD, CD or UC (FDR = 10%), thus identifying microbes that can either amplify or buffer genetic risk. ConclusionsOur results show evidence of genetic effects on host gene expression that are modulated by microbiome composition, and provide insight into how IBD risk could be reduced by targeting specific microbial taxa contingent on host genotype.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genetic determinants of gut microbiota composition and bile acid profiles in mice 92%
- Long-term evolution of Streptococcus mitis and Streptococcus pneumoniae leads to higher genetic diversity within rather than between human populations 91%
- A signature of Neanderthal introgression on molecular mechanisms of environmental responses 91%
Similar papers in this journal
Similar papers in this journal
- Composition and Function of the Gut Microbiome in Microscopic Colitis 96%
- Metabolic modeling reveals a multi-level deregulation of host-microbiome metabolic networks in IBD 94%
- A standardized gnotobiotic mouse model harboring a minimal 15-member mouse gut microbiota recapitulates SOPF/SPF phenotypes 93%
Similar papers in this journal
- Microbiome meta-analysis and cross-disease comparison enabled by the SIAMCAT machine-learning toolbox 94%
- Metabolic independence drives gut microbialcolonization and resilience in health and disease 93%
- Approaches for integrating heterogeneous RNA-seq data reveals cross-talk between microbes and genes in asthmatic patients 92%
Similar papers in this journal
- Enteric glia regulate Paneth cell secretion and intestinal microbial ecology 94%
- Multi-omics investigation of Clostridioides difficile-colonized patients reveals protective commensal carbohydrate metabolism 94%
- Microbes with higher metabolic independence are enriched in human gut microbiomes under stress 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.