Cargando…
Heritable components of the human fecal microbiome are associated with visceral fat
BACKGROUND: Variation in the human fecal microbiota has previously been associated with body mass index (BMI). Although obesity is a global health burden, the accumulation of abdominal visceral fat is the specific cardio-metabolic disease risk factor. Here, we explore links between the fecal microbi...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5036307/ https://www.ncbi.nlm.nih.gov/pubmed/27666579 http://dx.doi.org/10.1186/s13059-016-1052-7 |
_version_ | 1782455536705339392 |
---|---|
author | Beaumont, Michelle Goodrich, Julia K. Jackson, Matthew A. Yet, Idil Davenport, Emily R. Vieira-Silva, Sara Debelius, Justine Pallister, Tess Mangino, Massimo Raes, Jeroen Knight, Rob Clark, Andrew G. Ley, Ruth E. Spector, Tim D. Bell, Jordana T. |
author_facet | Beaumont, Michelle Goodrich, Julia K. Jackson, Matthew A. Yet, Idil Davenport, Emily R. Vieira-Silva, Sara Debelius, Justine Pallister, Tess Mangino, Massimo Raes, Jeroen Knight, Rob Clark, Andrew G. Ley, Ruth E. Spector, Tim D. Bell, Jordana T. |
author_sort | Beaumont, Michelle |
collection | PubMed |
description | BACKGROUND: Variation in the human fecal microbiota has previously been associated with body mass index (BMI). Although obesity is a global health burden, the accumulation of abdominal visceral fat is the specific cardio-metabolic disease risk factor. Here, we explore links between the fecal microbiota and abdominal adiposity using body composition as measured by dual-energy X-ray absorptiometry in a large sample of twins from the TwinsUK cohort, comparing fecal 16S rRNA diversity profiles with six adiposity measures. RESULTS: We profile six adiposity measures in 3666 twins and estimate their heritability, finding novel evidence for strong genetic effects underlying visceral fat and android/gynoid ratio. We confirm the association of lower diversity of the fecal microbiome with obesity and adiposity measures, and then compare the association between fecal microbial composition and the adiposity phenotypes in a discovery subsample of twins. We identify associations between the relative abundances of fecal microbial operational taxonomic units (OTUs) and abdominal adiposity measures. Most of these results involve visceral fat associations, with the strongest associations between visceral fat and Oscillospira members. Using BMI as a surrogate phenotype, we pursue replication in independent samples from three population-based cohorts including American Gut, Flemish Gut Flora Project and the extended TwinsUK cohort. Meta-analyses across the replication samples indicate that 8 OTUs replicate at a stringent threshold across all cohorts, while 49 OTUs achieve nominal significance in at least one replication sample. Heritability analysis of the adiposity-associated microbial OTUs prompted us to assess host genetic-microbe interactions at obesity-associated human candidate loci. We observe significant associations of adiposity-OTU abundances with host genetic variants in the FHIT, TDRG1 and ELAVL4 genes, suggesting a potential role for host genes to mediate the link between the fecal microbiome and obesity. CONCLUSIONS: Our results provide novel insights into the role of the fecal microbiota in cardio-metabolic disease with clear potential for prevention and novel therapies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1052-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5036307 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-50363072016-09-29 Heritable components of the human fecal microbiome are associated with visceral fat Beaumont, Michelle Goodrich, Julia K. Jackson, Matthew A. Yet, Idil Davenport, Emily R. Vieira-Silva, Sara Debelius, Justine Pallister, Tess Mangino, Massimo Raes, Jeroen Knight, Rob Clark, Andrew G. Ley, Ruth E. Spector, Tim D. Bell, Jordana T. Genome Biol Research BACKGROUND: Variation in the human fecal microbiota has previously been associated with body mass index (BMI). Although obesity is a global health burden, the accumulation of abdominal visceral fat is the specific cardio-metabolic disease risk factor. Here, we explore links between the fecal microbiota and abdominal adiposity using body composition as measured by dual-energy X-ray absorptiometry in a large sample of twins from the TwinsUK cohort, comparing fecal 16S rRNA diversity profiles with six adiposity measures. RESULTS: We profile six adiposity measures in 3666 twins and estimate their heritability, finding novel evidence for strong genetic effects underlying visceral fat and android/gynoid ratio. We confirm the association of lower diversity of the fecal microbiome with obesity and adiposity measures, and then compare the association between fecal microbial composition and the adiposity phenotypes in a discovery subsample of twins. We identify associations between the relative abundances of fecal microbial operational taxonomic units (OTUs) and abdominal adiposity measures. Most of these results involve visceral fat associations, with the strongest associations between visceral fat and Oscillospira members. Using BMI as a surrogate phenotype, we pursue replication in independent samples from three population-based cohorts including American Gut, Flemish Gut Flora Project and the extended TwinsUK cohort. Meta-analyses across the replication samples indicate that 8 OTUs replicate at a stringent threshold across all cohorts, while 49 OTUs achieve nominal significance in at least one replication sample. Heritability analysis of the adiposity-associated microbial OTUs prompted us to assess host genetic-microbe interactions at obesity-associated human candidate loci. We observe significant associations of adiposity-OTU abundances with host genetic variants in the FHIT, TDRG1 and ELAVL4 genes, suggesting a potential role for host genes to mediate the link between the fecal microbiome and obesity. CONCLUSIONS: Our results provide novel insights into the role of the fecal microbiota in cardio-metabolic disease with clear potential for prevention and novel therapies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1052-7) contains supplementary material, which is available to authorized users. BioMed Central 2016-09-26 /pmc/articles/PMC5036307/ /pubmed/27666579 http://dx.doi.org/10.1186/s13059-016-1052-7 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Beaumont, Michelle Goodrich, Julia K. Jackson, Matthew A. Yet, Idil Davenport, Emily R. Vieira-Silva, Sara Debelius, Justine Pallister, Tess Mangino, Massimo Raes, Jeroen Knight, Rob Clark, Andrew G. Ley, Ruth E. Spector, Tim D. Bell, Jordana T. Heritable components of the human fecal microbiome are associated with visceral fat |
title | Heritable components of the human fecal microbiome are associated with visceral fat |
title_full | Heritable components of the human fecal microbiome are associated with visceral fat |
title_fullStr | Heritable components of the human fecal microbiome are associated with visceral fat |
title_full_unstemmed | Heritable components of the human fecal microbiome are associated with visceral fat |
title_short | Heritable components of the human fecal microbiome are associated with visceral fat |
title_sort | heritable components of the human fecal microbiome are associated with visceral fat |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5036307/ https://www.ncbi.nlm.nih.gov/pubmed/27666579 http://dx.doi.org/10.1186/s13059-016-1052-7 |
work_keys_str_mv | AT beaumontmichelle heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT goodrichjuliak heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT jacksonmatthewa heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT yetidil heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT davenportemilyr heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT vieirasilvasara heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT debeliusjustine heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT pallistertess heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT manginomassimo heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT raesjeroen heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT knightrob heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT clarkandrewg heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT leyruthe heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT spectortimd heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat AT belljordanat heritablecomponentsofthehumanfecalmicrobiomeareassociatedwithvisceralfat |