Genome-Wide Association Studies of the Human Gut Microbiota

被引:183
作者
Davenport, Emily R. [1 ]
Cusanovich, Darren A. [1 ]
Michelini, Katelyn [1 ]
Barreiro, Luis B. [2 ]
Ober, Carole [1 ]
Gilad, Yoav [1 ]
机构
[1] Univ Chicago, Dept Human Genet, Chicago, IL 60637 USA
[2] St Justine Hosp Res Ctr, Dept Pediat, Montreal, PQ, Canada
来源
PLOS ONE | 2015年 / 10卷 / 11期
基金
美国国家卫生研究院;
关键词
FECAL MICROBIOTA; PHOSPHOLIPASE-D; CROHNS-DISEASE; HOST GENETICS; FAECALIBACTERIUM-PRAUSNITZII; ULCERATIVE-COLITIS; BLOOD-PRESSURE; BACTERIA; DIET; AGE;
D O I
10.1371/journal.pone.0140301
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 similar to 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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页数:22
相关论文
共 81 条
[51]   Genome-wide association study of plasma lipoprotein(a) levels identifies multiple genes on chromosome 6q [J].
Ober, Carole ;
Nord, Alex S. ;
Thompson, Emma E. ;
Pan, Lin ;
Tan, Zheng ;
Cusanovich, Darren ;
Sun, Ying ;
Nicolae, Raluca ;
Edelstein, Celina ;
Schneider, Daniel H. ;
Billstrand, Christine ;
Pfaffinger, Ditta ;
Phillips, Natasha ;
Anderson, Rebecca L. ;
Philips, Binu ;
Rajagopalan, Ramakrishnan ;
Hatsukami, Thomas S. ;
Rieder, Mark J. ;
Heagerty, Patrick J. ;
Nickerson, Deborah A. ;
Abney, Mark ;
Marcovina, Santica ;
Jarvik, Gail P. ;
Scanu, Angelo M. ;
Nicolae, Dan L. .
JOURNAL OF LIPID RESEARCH, 2009, 50 (05) :798-806
[52]  
Oksanen J., 2022, VEGAN COMMUNITY ECOL
[53]  
Ouwehand AC, 1999, FEMS MICROBIOL LETT, V172, P61, DOI [10.1111/j.1574-6968.1999.tb13450.x, 10.1016/S0378-1097(99)00013-0]
[54]   Glycobiome: Bacteria and mucus at the epithelial interface [J].
Ouwerkerk, Janneke P. ;
de Vos, Willem M. ;
Belzer, Clara .
BEST PRACTICE & RESEARCH CLINICAL GASTROENTEROLOGY, 2013, 27 (01) :25-38
[55]   Nod2 is required for the regulation of commensal microbiota in the intestine [J].
Petnicki-Ocwieja, Tanja ;
Hrncir, Tomas ;
Liu, Yuen-Joyce ;
Biswas, Amlan ;
Hudcovic, Tomas ;
Tlaskalova-Hogenova, Helena ;
Kobayashi, Koichi S. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (37) :15813-15818
[56]   Olfactory receptor responding to gut microbiota-derived signals plays a role in renin secretion and blood pressure regulation [J].
Pluznick, Jennifer L. ;
Protzko, Ryan J. ;
Gevorgyan, Haykanush ;
Peterlin, Zita ;
Sipos, Arnold ;
Han, Jinah ;
Brunet, Isabelle ;
Wan, La-Xiang ;
Rey, Federico ;
Wang, Tong ;
Firestein, Stuart J. ;
Yanagisawa, Masashi ;
Gordon, Jeffrey I. ;
Eichmann, Anne ;
Peti-Peterdi, Janos ;
Caplan, Michael J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (11) :4410-4415
[57]   BEDTools: a flexible suite of utilities for comparing genomic features [J].
Quinlan, Aaron R. ;
Hall, Ira M. .
BIOINFORMATICS, 2010, 26 (06) :841-842
[58]   Early life antibiotic-driven changes in microbiota enhance susceptibility to allergic asthma [J].
Russell, Shannon L. ;
Gold, Matthew J. ;
Hartmann, Martin ;
Willing, Benjamin P. ;
Thorson, Lisa ;
Wlodarska, Marta ;
Gill, Navkiran ;
Blanchet, Marie-Renee ;
Mohn, William W. ;
McNagny, Kelly M. ;
Finlay, Brett B. .
EMBO REPORTS, 2012, 13 (05) :440-447
[59]   Obesity, overnutrition and the immune system [J].
Samartín, S ;
Chandra, RK .
NUTRITION RESEARCH, 2001, 21 (1-2) :243-262
[60]   MICROBIAL ECOLOGY OF GASTROINTESTINAL-TRACT [J].
SAVAGE, DC .
ANNUAL REVIEW OF MICROBIOLOGY, 1977, 31 :107-133