The effect of host genetics on the gut microbiome
Alexandra Zhernakova, Jingyuan Fu, Cisca Wijmenga and colleagues perform genome-wide association analysis for microbiome characteristics in a cohort with fully sequenced metagenomes and detailed diet and lifestyle data. They find loci significantly associated with different microbial species, pathwa...
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Published in | Nature genetics Vol. 48; no. 11; pp. 1407 - 1412 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
Nature Publishing Group US
01.11.2016
Nature Publishing Group |
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Abstract | Alexandra Zhernakova, Jingyuan Fu, Cisca Wijmenga and colleagues perform genome-wide association analysis for microbiome characteristics in a cohort with fully sequenced metagenomes and detailed diet and lifestyle data. They find loci significantly associated with different microbial species, pathways and genes and examine specific gene–diet interactions.
The gut microbiome is affected by multiple factors, including genetics. In this study, we assessed the influence of host genetics on microbial species, pathways and gene ontology categories, on the basis of metagenomic sequencing in 1,514 subjects. In a genome-wide analysis, we identified associations of 9 loci with microbial taxonomies and 33 loci with microbial pathways and gene ontology terms at
P
< 5 × 10
−8
. Additionally, in a targeted analysis of regions involved in complex diseases, innate and adaptive immunity, or food preferences, 32 loci were identified at the suggestive level of
P
< 5 × 10
−6
. Most of our reported associations are new, including genome-wide significance for the C-type lectin molecules
CLEC4F
–
CD207
at 2p13.3 and
CLEC4A
–
FAM90A1
at 12p13. We also identified association of a functional
LCT
SNP with the
Bifidobacterium
genus (
P
= 3.45 × 10
−8
) and provide evidence of a gene–diet interaction in the regulation of
Bifidobacterium
abundance. Our results demonstrate the importance of understanding host–microbe interactions to gain better insight into human health. |
---|---|
AbstractList | The gut microbiome is affected by multiple factors, including genetics. In this study, we assessed the influence of host genetics on microbial species, pathways and gene ontology categories, on the basis of metagenomic sequencing in 1,514 subjects. In a genome-wide analysis, we identified associations of 9 loci with microbial taxonomies and 33 loci with microbial pathways and gene ontology terms at P < 5 × 10^sup -8^. Additionally, in a targeted analysis of regions involved in complex diseases, innate and adaptive immunity, or food preferences, 32 loci were identified at the suggestive level of P < 5 × 10^sup -6^. Most of our reported associations are new, including genome-wide significance for the C-type lectin molecules CLEC4F-CD207 at 2p13.3 and CLEC4A-FAM90A1 at 12p13. We also identified association of a functional LCT SNP with the Bifidobacterium genus (P = 3.45 × 10^sup -8^) and provide evidence of a gene-diet interaction in the regulation of Bifidobacterium abundance. Our results demonstrate the importance of understanding host-microbe interactions to gain better insight into human health. Alexandra Zhernakova, Jingyuan Fu, Cisca Wijmenga and colleagues perform genome-wide association analysis for microbiome characteristics in a cohort with fully sequenced metagenomes and detailed diet and lifestyle data. They find loci significantly associated with different microbial species, pathways and genes and examine specific gene–diet interactions. The gut microbiome is affected by multiple factors, including genetics. In this study, we assessed the influence of host genetics on microbial species, pathways and gene ontology categories, on the basis of metagenomic sequencing in 1,514 subjects. In a genome-wide analysis, we identified associations of 9 loci with microbial taxonomies and 33 loci with microbial pathways and gene ontology terms at P < 5 × 10 −8 . Additionally, in a targeted analysis of regions involved in complex diseases, innate and adaptive immunity, or food preferences, 32 loci were identified at the suggestive level of P < 5 × 10 −6 . Most of our reported associations are new, including genome-wide significance for the C-type lectin molecules CLEC4F – CD207 at 2p13.3 and CLEC4A – FAM90A1 at 12p13. We also identified association of a functional LCT SNP with the Bifidobacterium genus ( P = 3.45 × 10 −8 ) and provide evidence of a gene–diet interaction in the regulation of Bifidobacterium abundance. Our results demonstrate the importance of understanding host–microbe interactions to gain better insight into human health. The gut microbiome is affected by multiple factors, including genetics. In this study, we assessed the influence of host genetics on microbial species, pathways and gene ontology categories, on the basis of metagenomic sequencing in 1,514 subjects. In a genome-wide analysis, we identified associations of 9 loci with microbial taxonomies and 33 loci with microbial pathways and gene ontology terms at P < 5 × 10-8. Additionally, in a targeted analysis of regions involved in complex diseases, innate and adaptive immunity, or food preferences, 32 loci were identified at the suggestive level of P < 5 × 10-6. Most of our reported associations are new, including genome-wide significance for the C-type lectin molecules CLEC4F-CD207 at 2p13.3 and CLEC4A-FAM90A1 at 12p13. We also identified association of a functional LCT SNP with the Bifidobacterium genus (P = 3.45 × 10-8) and provide evidence of a gene-diet interaction in the regulation of Bifidobacterium abundance. Our results demonstrate the importance of understanding host-microbe interactions to gain better insight into human health. The gut microbiome is affected by multiple factors, including genetics. In this study, we assessed the influence of host genetics on microbial species, pathways and gene ontology categories, on the basis of metagenomic sequencing in 1,514 subjects. In a genome-wide analysis, we identified associations of 9 loci with microbial taxonomies and 33 loci with microbial pathways and gene ontology terms at P < 5 × 10 . Additionally, in a targeted analysis of regions involved in complex diseases, innate and adaptive immunity, or food preferences, 32 loci were identified at the suggestive level of P < 5 × 10 . Most of our reported associations are new, including genome-wide significance for the C-type lectin molecules CLEC4F-CD207 at 2p13.3 and CLEC4A-FAM90A1 at 12p13. We also identified association of a functional LCT SNP with the Bifidobacterium genus (P = 3.45 × 10 ) and provide evidence of a gene-diet interaction in the regulation of Bifidobacterium abundance. Our results demonstrate the importance of understanding host-microbe interactions to gain better insight into human health. |
Audience | Academic |
Author | Vila, Arnau Vich Netea, Mihai G Wijmenga, Cisca Imhann, Floris Kurilshikov, Alexander Franke, Lude Vatanen, Tommi Harmsen, Hermie Tigchelaar, Ettje F Jaeger, Martin Cenit, Maria Carmen Masclee, Ad A M Jonkers, Daisy Bonder, Marc Jan Fu, Jingyuan Swertz, Morris A Weersma, Rinse K Smeekens, Sanne P Joosten, Leo Kumar, Vinod Hofker, Marten H Xavier, Ramnik J Jankipersadsing, Soesma A Deelen, Patrick Schirmer, Melanie Oosting, Marije Zhernakova, Daria V Li, Yang Zhernakova, Alexandra Mujagic, Zlatan |
Author_xml | – sequence: 1 givenname: Marc Jan surname: Bonder fullname: Bonder, Marc Jan organization: Department of Genetics, University of Groningen, University Medical Center Groningen – sequence: 2 givenname: Alexander orcidid: 0000-0003-2541-5627 surname: Kurilshikov fullname: Kurilshikov, Alexander organization: Department of Genetics, University of Groningen, University Medical Center Groningen, Institute of Chemical Biology and Fundamental Medicine SB RAS, Department of Natural Sciences, Novosibirsk State University – sequence: 3 givenname: Ettje F surname: Tigchelaar fullname: Tigchelaar, Ettje F organization: Department of Genetics, University of Groningen, University Medical Center Groningen, Top Institute Food and Nutrition – sequence: 4 givenname: Zlatan surname: Mujagic fullname: Mujagic, Zlatan organization: Top Institute Food and Nutrition, Division of Gastroenterology-Hepatology, Department of Internal Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center – sequence: 5 givenname: Floris surname: Imhann fullname: Imhann, Floris organization: Department of Gastroenterology and Hepatology, University of Groningen, University Medical Center Groningen – sequence: 6 givenname: Arnau Vich surname: Vila fullname: Vila, Arnau Vich organization: Department of Gastroenterology and Hepatology, University of Groningen, University Medical Center Groningen – sequence: 7 givenname: Patrick orcidid: 0000-0002-5654-3966 surname: Deelen fullname: Deelen, Patrick organization: Department of Genetics, University of Groningen, University Medical Center Groningen, University of Groningen, University Medical Center Groningen, Genomics Coordination Center – sequence: 8 givenname: Tommi surname: Vatanen fullname: Vatanen, Tommi organization: Broad Institute of MIT and Harvard, Department of Computer Science, Aalto University School of Science – sequence: 9 givenname: Melanie surname: Schirmer fullname: Schirmer, Melanie organization: Broad Institute of MIT and Harvard, Department of Biostatistics, Harvard T.H. Chan School of Public Health – sequence: 10 givenname: Sanne P surname: Smeekens fullname: Smeekens, Sanne P organization: Department of Internal Medicine, Radboud University Medical Center, Radboud Center of Infectious Diseases, Radboud University Medical Center – sequence: 11 givenname: Daria V surname: Zhernakova fullname: Zhernakova, Daria V organization: Department of Genetics, University of Groningen, University Medical Center Groningen – sequence: 12 givenname: Soesma A orcidid: 0000-0001-9225-9236 surname: Jankipersadsing fullname: Jankipersadsing, Soesma A organization: Department of Genetics, University of Groningen, University Medical Center Groningen, Department of Pediatrics, University of Groningen, University Medical Center Groningen – sequence: 13 givenname: Martin surname: Jaeger fullname: Jaeger, Martin organization: Department of Internal Medicine, Radboud University Medical Center, Radboud Center of Infectious Diseases, Radboud University Medical Center – sequence: 14 givenname: Marije surname: Oosting fullname: Oosting, Marije organization: Department of Internal Medicine, Radboud University Medical Center, Radboud Center of Infectious Diseases, Radboud University Medical Center – sequence: 15 givenname: Maria Carmen surname: Cenit fullname: Cenit, Maria Carmen organization: Department of Genetics, University of Groningen, University Medical Center Groningen, Present address: Department of Pediatrics, Dr. Peset University Hospital, Valencia, Spain – sequence: 16 givenname: Ad A M surname: Masclee fullname: Masclee, Ad A M organization: Division of Gastroenterology-Hepatology, Department of Internal Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center – sequence: 17 givenname: Morris A surname: Swertz fullname: Swertz, Morris A organization: Department of Genetics, University of Groningen, University Medical Center Groningen, University of Groningen, University Medical Center Groningen, Genomics Coordination Center – sequence: 18 givenname: Yang surname: Li fullname: Li, Yang organization: Department of Genetics, University of Groningen, University Medical Center Groningen – sequence: 19 givenname: Vinod surname: Kumar fullname: Kumar, Vinod organization: Department of Genetics, University of Groningen, University Medical Center Groningen – sequence: 20 givenname: Leo surname: Joosten fullname: Joosten, Leo organization: Department of Internal Medicine, Radboud University Medical Center, Radboud Center of Infectious Diseases, Radboud University Medical Center – sequence: 21 givenname: Hermie surname: Harmsen fullname: Harmsen, Hermie organization: Department of Medical Microbiology, University of Groningen, University Medical Center Groningen – sequence: 22 givenname: Rinse K surname: Weersma fullname: Weersma, Rinse K organization: Department of Gastroenterology and Hepatology, University of Groningen, University Medical Center Groningen – sequence: 23 givenname: Lude orcidid: 0000-0002-5159-8802 surname: Franke fullname: Franke, Lude organization: Department of Genetics, University of Groningen, University Medical Center Groningen – sequence: 24 givenname: Marten H surname: Hofker fullname: Hofker, Marten H organization: Department of Pediatrics, University of Groningen, University Medical Center Groningen – sequence: 25 givenname: Ramnik J surname: Xavier fullname: Xavier, Ramnik J organization: Broad Institute of MIT and Harvard, Center for Computational and Integrative Biology, Massachusetts General Hospital, Gastrointestinal Unit, Massachusetts General Hospital, Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital – sequence: 26 givenname: Daisy surname: Jonkers fullname: Jonkers, Daisy organization: Division of Gastroenterology-Hepatology, Department of Internal Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center – sequence: 27 givenname: Mihai G surname: Netea fullname: Netea, Mihai G organization: Department of Internal Medicine, Radboud University Medical Center, Radboud Center of Infectious Diseases, Radboud University Medical Center – sequence: 28 givenname: Cisca surname: Wijmenga fullname: Wijmenga, Cisca email: c.wijmenga@umcg.nl organization: Department of Genetics, University of Groningen, University Medical Center Groningen – sequence: 29 givenname: Jingyuan surname: Fu fullname: Fu, Jingyuan email: j.fu@umcg.nl organization: Department of Genetics, University of Groningen, University Medical Center Groningen, Department of Pediatrics, University of Groningen, University Medical Center Groningen – sequence: 30 givenname: Alexandra orcidid: 0000-0002-4574-0841 surname: Zhernakova fullname: Zhernakova, Alexandra email: a.zhernakova@umcg.nl organization: Department of Genetics, University of Groningen, University Medical Center Groningen, Top Institute Food and Nutrition |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/27694959$$D View this record in MEDLINE/PubMed |
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Snippet | Alexandra Zhernakova, Jingyuan Fu, Cisca Wijmenga and colleagues perform genome-wide association analysis for microbiome characteristics in a cohort with fully... The gut microbiome is affected by multiple factors, including genetics. In this study, we assessed the influence of host genetics on microbial species,... |
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Title | The effect of host genetics on the gut microbiome |
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