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Combined effects of host genetics and diet on human gut microbiota and incident disease in a single population cohort

Authors :
Anupriya Tripathi
Alex Tokolyi
Jon G. Sanders
Rohit Loomba
Mohit Jain
Pekka Jousilahti
Guillaume Méric
Scott C. Ritchie
Marta Brozynska
Susan Cheng
Liisa Valsta
Yoshiki Vázquez-Baeza
Teemu J. Niiranen
Youwen Qin
Aki S. Havulinna
Rob Knight
Liu Yang
Qiyun Zhu
Veikko Salomaa
Michael Inouye
Leo Lahti
Ritchie, Scott [0000-0002-8454-9548]
Inouye, Michael [0000-0001-9413-6520]
Apollo - University of Cambridge Repository
Source :
Nature genetics, vol 54, iss 2, Nat Genet
Publication Year :
2022
Publisher :
eScholarship, University of California, 2022.

Abstract

Co-evolution between humans and the microbial communities colonizing them has resulted in an intimate assembly of thousands of microbial species mutualistically living on and in their body and impacting multiple aspects of host physiology and health. Several studies examining whether human genetic variation can affect gut microbiota suggest a complex combination of environmental and host factors. Here, we leverage a single large-scale population-based cohort of 5,959 genotyped individuals with matched gut microbial shotgun metagenomes, dietary information and health records up to 16 years post-sampling, to characterize human genetic variations associated with microbial abundances, and predict possible causal links with various diseases using Mendelian randomization (MR). Genome-wide association study (GWAS) identified 583 independent SNP-taxon associations at genome-wide significance (p-8), which included notable strong associations withLCT(p=5.02×10-35),ABO(p=1.1×10-12), andMED13L(p=1.84×10-12). A combination of genetics and dietary habits was shown to strongly shape the abundances of certain key bacterial members of the gut microbiota, and explain their genetic association. Genetic effects from theLCTlocus onBifidobacteriumand three other associated taxa significantly differed according to dairy intake. Variation in mucin-degradingFaecalicatena lactarisabundances were associated withABO, highlighting a preferential utilization of secreted A/B/AB-antigens as energy source in the gut, irrespectively of fibre intake.Enterococcus faecalislevels showed a robust association with a variant inMED13L, with putative links to colorectal cancer. Finally, we identified putative causal relationships between gut microbes and complex diseases using MR, with a predicted effect ofMorganellaon major depressive disorder that was consistent with observational incident disease analysis. Overall, we present striking examples of the intricate relationship between humans and their gut microbial communities, and highlight important health implications.

Details

Database :
OpenAIRE
Journal :
Nature genetics, vol 54, iss 2, Nat Genet
Accession number :
edsair.doi.dedup.....d69896464099dcf4bba053de39b57541