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Genome-Wide Association Studies of the Human Gut Microbiota

The bacterial composition of the human fecal microbiome is influenced by many lifestyle factors, notably diet. It is less clear, however, what role host genetics plays in dictating the composition of bacteria living in the gut. In this study, we examined the association of ~200K host genotypes with...

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Autores principales: Davenport, Emily R., Cusanovich, Darren A., Michelini, Katelyn, Barreiro, Luis B., Ober, Carole, Gilad, Yoav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4631601/
https://www.ncbi.nlm.nih.gov/pubmed/26528553
http://dx.doi.org/10.1371/journal.pone.0140301
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author Davenport, Emily R.
Cusanovich, Darren A.
Michelini, Katelyn
Barreiro, Luis B.
Ober, Carole
Gilad, Yoav
author_facet Davenport, Emily R.
Cusanovich, Darren A.
Michelini, Katelyn
Barreiro, Luis B.
Ober, Carole
Gilad, Yoav
author_sort Davenport, Emily R.
collection PubMed
description The bacterial composition of the human fecal microbiome is influenced by many lifestyle factors, notably diet. It is less clear, however, what role host genetics plays in dictating the composition of bacteria living in the gut. In this study, we examined the association of ~200K host genotypes with the relative abundance of fecal bacterial taxa in a founder population, the Hutterites, during two seasons (n = 91 summer, n = 93 winter, n = 57 individuals collected in both). These individuals live and eat communally, minimizing variation due to environmental exposures, including diet, which could potentially mask small genetic effects. Using a GWAS approach that takes into account the relatedness between subjects, we identified at least 8 bacterial taxa whose abundances were associated with single nucleotide polymorphisms in the host genome in each season (at genome-wide FDR of 20%). For example, we identified an association between a taxon known to affect obesity (genus Akkermansia) and a variant near PLD1, a gene previously associated with body mass index. Moreover, we replicate a previously reported association from a quantitative trait locus (QTL) mapping study of fecal microbiome abundance in mice (genus Lactococcus, rs3747113, P = 3.13 x 10(−7)). Finally, based on the significance distribution of the associated microbiome QTLs in our study with respect to chromatin accessibility profiles, we identified tissues in which host genetic variation may be acting to influence bacterial abundance in the gut.
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spelling pubmed-46316012015-11-13 Genome-Wide Association Studies of the Human Gut Microbiota Davenport, Emily R. Cusanovich, Darren A. Michelini, Katelyn Barreiro, Luis B. Ober, Carole Gilad, Yoav PLoS One Research Article The bacterial composition of the human fecal microbiome is influenced by many lifestyle factors, notably diet. It is less clear, however, what role host genetics plays in dictating the composition of bacteria living in the gut. In this study, we examined the association of ~200K host genotypes with the relative abundance of fecal bacterial taxa in a founder population, the Hutterites, during two seasons (n = 91 summer, n = 93 winter, n = 57 individuals collected in both). These individuals live and eat communally, minimizing variation due to environmental exposures, including diet, which could potentially mask small genetic effects. Using a GWAS approach that takes into account the relatedness between subjects, we identified at least 8 bacterial taxa whose abundances were associated with single nucleotide polymorphisms in the host genome in each season (at genome-wide FDR of 20%). For example, we identified an association between a taxon known to affect obesity (genus Akkermansia) and a variant near PLD1, a gene previously associated with body mass index. Moreover, we replicate a previously reported association from a quantitative trait locus (QTL) mapping study of fecal microbiome abundance in mice (genus Lactococcus, rs3747113, P = 3.13 x 10(−7)). Finally, based on the significance distribution of the associated microbiome QTLs in our study with respect to chromatin accessibility profiles, we identified tissues in which host genetic variation may be acting to influence bacterial abundance in the gut. Public Library of Science 2015-11-03 /pmc/articles/PMC4631601/ /pubmed/26528553 http://dx.doi.org/10.1371/journal.pone.0140301 Text en © 2015 Davenport et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Davenport, Emily R.
Cusanovich, Darren A.
Michelini, Katelyn
Barreiro, Luis B.
Ober, Carole
Gilad, Yoav
Genome-Wide Association Studies of the Human Gut Microbiota
title Genome-Wide Association Studies of the Human Gut Microbiota
title_full Genome-Wide Association Studies of the Human Gut Microbiota
title_fullStr Genome-Wide Association Studies of the Human Gut Microbiota
title_full_unstemmed Genome-Wide Association Studies of the Human Gut Microbiota
title_short Genome-Wide Association Studies of the Human Gut Microbiota
title_sort genome-wide association studies of the human gut microbiota
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4631601/
https://www.ncbi.nlm.nih.gov/pubmed/26528553
http://dx.doi.org/10.1371/journal.pone.0140301
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