Host genetic variation and its microbiome interactions within the Human Microbiome Project

Abstract Background Despite the increasing recognition that microbial communities within the human body are linked to health, we have an incomplete understanding of the environmental and molecular interactions that shape the composition of these communities. Although host genetic factors play a role...

Full description

Bibliographic Details
Main Authors: Raivo Kolde, Eric A. Franzosa, Gholamali Rahnavard, Andrew Brantley Hall, Hera Vlamakis, Christine Stevens, Mark J. Daly, Ramnik J. Xavier, Curtis Huttenhower
Format: Article
Language:English
Published: BMC 2018-01-01
Series:Genome Medicine
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13073-018-0515-8
id doaj-9f77dd7d32cc455cb0c8cff2c11a9a8a
record_format Article
spelling doaj-9f77dd7d32cc455cb0c8cff2c11a9a8a2020-11-24T21:17:09ZengBMCGenome Medicine1756-994X2018-01-0110111310.1186/s13073-018-0515-8Host genetic variation and its microbiome interactions within the Human Microbiome ProjectRaivo Kolde0Eric A. Franzosa1Gholamali Rahnavard2Andrew Brantley Hall3Hera Vlamakis4Christine Stevens5Mark J. Daly6Ramnik J. Xavier7Curtis Huttenhower8Center for Computational and Integrative Biology, Massachusetts General HospitalDepartment of Biostatistics, Harvard T. H. Chan School of Public HealthDepartment of Biostatistics, Harvard T. H. Chan School of Public HealthThe Broad Institute of MIT and HarvardThe Broad Institute of MIT and HarvardThe Broad Institute of MIT and HarvardThe Broad Institute of MIT and HarvardCenter for Computational and Integrative Biology, Massachusetts General HospitalDepartment of Biostatistics, Harvard T. H. Chan School of Public HealthAbstract Background Despite the increasing recognition that microbial communities within the human body are linked to health, we have an incomplete understanding of the environmental and molecular interactions that shape the composition of these communities. Although host genetic factors play a role in these interactions, these factors have remained relatively unexplored given the requirement for large population-based cohorts in which both genotyping and microbiome characterization have been performed. Methods We performed whole-genome sequencing of 298 donors from the Human Microbiome Project (HMP) healthy cohort study to accompany existing deep characterization of their microbiomes at various body sites. This analysis yielded an average sequencing depth of 32x, with which we identified 27 million (M) single nucleotide variants and 2.3 M insertions-deletions. Results Taxonomic composition and functional potential of the microbiome covaried significantly with genetic principal components in the gastrointestinal tract and oral communities, but not in the nares or vaginal microbiota. Example associations included validation of known associations between FUT2 secretor status, as well as a variant conferring hypolactasia near the LCT gene, with Bifidobacterium longum abundance in stool. The associations of microbial features with both high-level genetic attributes and single variants were specific to particular body sites, highlighting the opportunity to find unique genetic mechanisms controlling microbiome properties in the microbial communities from multiple body sites. Conclusions This study adds deep sequencing of host genomes to the body-wide microbiome sequences already extant from the HMP healthy cohort, creating a unique, versatile, and well-controlled reference for future studies seeking to identify host genetic modulators of the microbiome.http://link.springer.com/article/10.1186/s13073-018-0515-8Human Microbiome ProjectMicrobiome and human geneticsHuman genome sequenceMicrobiome metagenome sequenceAssociation studies
collection DOAJ
language English
format Article
sources DOAJ
author Raivo Kolde
Eric A. Franzosa
Gholamali Rahnavard
Andrew Brantley Hall
Hera Vlamakis
Christine Stevens
Mark J. Daly
Ramnik J. Xavier
Curtis Huttenhower
spellingShingle Raivo Kolde
Eric A. Franzosa
Gholamali Rahnavard
Andrew Brantley Hall
Hera Vlamakis
Christine Stevens
Mark J. Daly
Ramnik J. Xavier
Curtis Huttenhower
Host genetic variation and its microbiome interactions within the Human Microbiome Project
Genome Medicine
Human Microbiome Project
Microbiome and human genetics
Human genome sequence
Microbiome metagenome sequence
Association studies
author_facet Raivo Kolde
Eric A. Franzosa
Gholamali Rahnavard
Andrew Brantley Hall
Hera Vlamakis
Christine Stevens
Mark J. Daly
Ramnik J. Xavier
Curtis Huttenhower
author_sort Raivo Kolde
title Host genetic variation and its microbiome interactions within the Human Microbiome Project
title_short Host genetic variation and its microbiome interactions within the Human Microbiome Project
title_full Host genetic variation and its microbiome interactions within the Human Microbiome Project
title_fullStr Host genetic variation and its microbiome interactions within the Human Microbiome Project
title_full_unstemmed Host genetic variation and its microbiome interactions within the Human Microbiome Project
title_sort host genetic variation and its microbiome interactions within the human microbiome project
publisher BMC
series Genome Medicine
issn 1756-994X
publishDate 2018-01-01
description Abstract Background Despite the increasing recognition that microbial communities within the human body are linked to health, we have an incomplete understanding of the environmental and molecular interactions that shape the composition of these communities. Although host genetic factors play a role in these interactions, these factors have remained relatively unexplored given the requirement for large population-based cohorts in which both genotyping and microbiome characterization have been performed. Methods We performed whole-genome sequencing of 298 donors from the Human Microbiome Project (HMP) healthy cohort study to accompany existing deep characterization of their microbiomes at various body sites. This analysis yielded an average sequencing depth of 32x, with which we identified 27 million (M) single nucleotide variants and 2.3 M insertions-deletions. Results Taxonomic composition and functional potential of the microbiome covaried significantly with genetic principal components in the gastrointestinal tract and oral communities, but not in the nares or vaginal microbiota. Example associations included validation of known associations between FUT2 secretor status, as well as a variant conferring hypolactasia near the LCT gene, with Bifidobacterium longum abundance in stool. The associations of microbial features with both high-level genetic attributes and single variants were specific to particular body sites, highlighting the opportunity to find unique genetic mechanisms controlling microbiome properties in the microbial communities from multiple body sites. Conclusions This study adds deep sequencing of host genomes to the body-wide microbiome sequences already extant from the HMP healthy cohort, creating a unique, versatile, and well-controlled reference for future studies seeking to identify host genetic modulators of the microbiome.
topic Human Microbiome Project
Microbiome and human genetics
Human genome sequence
Microbiome metagenome sequence
Association studies
url http://link.springer.com/article/10.1186/s13073-018-0515-8
work_keys_str_mv AT raivokolde hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT ericafranzosa hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT gholamalirahnavard hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT andrewbrantleyhall hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT heravlamakis hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT christinestevens hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT markjdaly hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT ramnikjxavier hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
AT curtishuttenhower hostgeneticvariationanditsmicrobiomeinteractionswithinthehumanmicrobiomeproject
_version_ 1726013905924259840