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Combined effects of host genetics and diet on human gut microbiota and incident disease in a single population cohort
- 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.
- Subjects :
- Dietary Fiber
Genome-wide association study
Human genetic variation
Disease
Gut flora
Medical and Health Sciences
Oral and gastrointestinal
Cohort Studies
Enterococcus faecalis
2.1 Biological and endogenous factors
Aetiology
Lactase
Genetics
education.field_of_study
Clostridiales
Mediator Complex
biology
Single Nucleotide
Biological Sciences
Cohort
Colorectal Neoplasms
Population
Polymorphism, Single Nucleotide
Article
ABO Blood-Group System
Clinical Research
Mendelian randomization
Genetic variation
Humans
Polymorphism
education
Nutrition
Depressive Disorder, Major
Depressive Disorder
Morganella
Host Microbial Interactions
Prevention
Human Genome
Major
Genetic Variation
Mendelian Randomization Analysis
biology.organism_classification
Diet
Gastrointestinal Microbiome
Gastrointestinal Tract
Metagenome
Bifidobacterium
Digestive Diseases
Genome-Wide Association Study
Developmental Biology
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Nature genetics, vol 54, iss 2, Nat Genet
- Accession number :
- edsair.doi.dedup.....d69896464099dcf4bba053de39b57541