Heritable components of the human fecal microbiome are associated with visceral fat

被引:186
作者
Beaumont, Michelle [1 ]
Goodrich, Julia K. [2 ,3 ]
Jackson, Matthew A. [1 ]
Yet, Idil [1 ]
Davenport, Emily R. [3 ]
Vieira-Silva, Sara [10 ,11 ]
Debelius, Justine [4 ,7 ,8 ]
Pallister, Tess [1 ]
Mangino, Massimo [1 ]
Raes, Jeroen [10 ,11 ]
Knight, Rob [4 ,5 ,6 ,7 ,8 ]
Clark, Andrew G. [2 ]
Ley, Ruth E. [2 ,9 ]
Spector, Tim D. [1 ]
Bell, Jordana T. [1 ]
机构
[1] Kings Coll London, St Thomas Hosp, Dept Twin Res & Genet Epidemiol, 3rd Floor,South Wing,Block D, London SE1 7EH, England
[2] Cornell Univ, Dept Microbiol, Ithaca, NY 14853 USA
[3] Cornell Univ, Dept Mol Biol & Genet, Ithaca, NY 14853 USA
[4] Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
[5] Univ Colorado, Biofrontiers Inst, Boulder, CO 80309 USA
[6] Howard Hughes Med Inst, Boulder, CO 80309 USA
[7] Univ Calif San Diego, Dept Pediat, La Jolla, CA 92093 USA
[8] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[9] Max Planck Inst Dev Biol, Dept Microbiome Sci, Tubingen, Germany
[10] Univ Leuven, KU Leuven, Dept Microbiol & Immunol, Leuven, Belgium
[11] VIB Lab Bioinformat & Ecosyst Biol, Leuven, Belgium
基金
英国惠康基金; 欧洲研究理事会; 美国国家科学基金会;
关键词
Fecal microbiome; Obesity; Visceral fat; Heritability; Genetic association; Twins; BODY-MASS INDEX; X-RAY ABSORPTIOMETRY; GUT MICROBIOTA; ADIPOSE-TISSUE; HUMAN OBESITY; MOUSE MODEL; WEIGHT; DIET; GENE; LACTOBACILLUS;
D O I
10.1186/s13059-016-1052-7
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 [微生物学]; 090105 [作物生产系统与生态工程];
摘要
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.
引用
收藏
页数:19
相关论文
共 92 条
[21]
Cross-talk between Akkermansia muciniphila and intestinal epithelium controls diet-induced obesity [J].
Everard, Amandine ;
Belzer, Clara ;
Geurts, Lucie ;
Ouwerkerk, Janneke P. ;
Druart, Celine ;
Bindels, Laure B. ;
Guiot, Yves ;
Derrien, Muriel ;
Muccioli, Giulio G. ;
Delzenne, Nathalie M. ;
de Vos, Willem M. ;
Cani, Patrice D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (22) :9066-9071
[22]
Population-level analysis of gut microbiome variation [J].
Falony, Gwen ;
Joossens, Marie ;
Vieira-Silva, Sara ;
Wang, Jun ;
Darzi, Youssef ;
Faust, Karoline ;
Kurilshikov, Alexander ;
Bonder, Marc Jan ;
Valles-Colomer, Mireia ;
Vandeputte, Doris ;
Tito, Raul Y. ;
Chaffron, Samuel ;
Rymenans, Leen ;
Verspecht, Chlo ;
De Sutter, Lise ;
Lima-Mendez, Gipsi ;
D'hoe, Kevin ;
Jonckheere, Karl ;
Homola, Daniel ;
Garcia, Roberto ;
Tigchelaar, Ettje F. ;
Eeckhaudt, Linda ;
Fu, Jingyuan ;
Henckaerts, Liesbet ;
Zhernakova, Alexandra ;
Wijmenga, Cisca ;
Raes, Jeroen .
SCIENCE, 2016, 352 (6285) :560-564
[23]
A Taxonomic Signature of Obesity in the Microbiome? Getting to the Guts of the Matter [J].
Finucane, Mariel M. ;
Sharpton, Thomas J. ;
Laurent, Timothy J. ;
Pollard, Katherine S. .
PLOS ONE, 2014, 9 (01)
[24]
Visceral fat adipokine secretion is associated with systemic inflammation in obese humans [J].
Fontana, Luigi ;
Eagon, J. Christopher ;
Trujillo, Maria E. ;
Scherer, Philipp E. ;
Klein, Samuel .
DIABETES, 2007, 56 (04) :1010-1013
[25]
Abdominal visceral and subcutaneous adipose tissue compartments - Association with metabolic risk factors in the Framingham Heart Study [J].
Fox, Caroline S. ;
Massaro, Joseph M. ;
Hoffmann, Udo ;
Pou, Karla M. ;
Maurovich-Horvat, Pal ;
Liu, Chun-Yu ;
Vasan, Ramachandran S. ;
Murabito, Joanne M. ;
Meigs, James B. ;
Cupples, L. Adrienne ;
D'Agostino, Ralph B., Sr. ;
O'Donnell, Christopher J. .
CIRCULATION, 2007, 116 (01) :39-48
[26]
The Earth Microbiome project: successes and aspirations [J].
Gilbert, Jack A. ;
Jansson, Janet K. ;
Knight, Rob .
BMC BIOLOGY, 2014, 12
[27]
Genetic Determinants of the Gut Microbiome in UK Twins [J].
Goodrich, Julia K. ;
Davenport, Emily R. ;
Beaumont, Michelle ;
Jackson, Matthew A. ;
Knight, Rob ;
Ober, Carole ;
Spector, Tim D. ;
Bell, Jordana T. ;
Clark, Andrew G. ;
Ley, Ruth E. .
CELL HOST & MICROBE, 2016, 19 (05) :731-743
[28]
Human Genetics Shape the Gut Microbiome [J].
Goodrich, Julia K. ;
Waters, Jillian L. ;
Poole, Angela C. ;
Sutter, Jessica L. ;
Koren, Omry ;
Blekhman, Ran ;
Beaumont, Michelle ;
Van Treuren, William ;
Knight, Rob ;
Bell, Jordana T. ;
Spector, Timothy D. ;
Clark, Andrew G. ;
Ley, Ruth E. .
CELL, 2014, 159 (04) :789-799
[29]
Global Analysis of DNA Methylation Variation in Adipose Tissue from Twins Reveals Links to Disease-Associated Variants in Distal Regulatory Elements [J].
Grundberg, Elin ;
Meduri, Eshwar ;
Sandling, Johanna K. ;
Hedman, Asa K. ;
Keildson, Sarah ;
Buil, Alfonso ;
Busche, Stephan ;
Yuan, Wei ;
Nisbet, James ;
Sekowska, Magdalena ;
Wilk, Alicja ;
Barrett, Amy ;
Small, Kerrin S. ;
Ge, Bing ;
Caron, Maxime ;
Shin, So-Youn ;
Lathrop, Mark ;
Dermitzakis, Emmanouil T. ;
McCarthy, Mark I. ;
Spector, Timothy D. ;
Bell, Jordana T. ;
Deloukas, Panos .
AMERICAN JOURNAL OF HUMAN GENETICS, 2013, 93 (05) :876-890
[30]
Mapping cis- and trans-regulatory effects across multiple tissues in twins [J].
Grundberg, Elin ;
Small, Kerrin S. ;
Hedman, Asa K. ;
Nica, Alexandra C. ;
Buil, Alfonso ;
Keildson, Sarah ;
Bell, Jordana T. ;
Yang, Tsun-Po ;
Meduri, Eshwar ;
Barrett, Amy ;
Nisbett, James ;
Sekowska, Magdalena ;
Wilk, Alicja ;
Shin, So-Youn ;
Glass, Daniel ;
Travers, Mary ;
Min, Josine L. ;
Ring, Sue ;
Ho, Karen ;
Thorleifsson, Gudmar ;
Kong, Augustine ;
Thorsteindottir, Unnur ;
Ainali, Chrysanthi ;
Dimas, Antigone S. ;
Hassanali, Neelam ;
Ingle, Catherine ;
Knowles, David ;
Krestyaninova, Maria ;
Lowe, Christopher E. ;
Di Meglio, Paola ;
Montgomery, Stephen B. ;
Parts, Leopold ;
Potter, Simon ;
Surdulescu, Gabriela ;
Tsaprouni, Loukia ;
Tsoka, Sophia ;
Bataille, Veronique ;
Durbin, Richard ;
Nestle, Frank O. ;
O'Rahilly, Stephen ;
Soranzo, Nicole ;
Lindgren, Cecilia M. ;
Zondervan, Krina T. ;
Ahmadi, Kourosh R. ;
Schadt, Eric E. ;
Stefansson, Kari ;
Smith, George Davey ;
McCarthy, Mark I. ;
Deloukas, Panos ;
Dermitzakis, Emmanouil T. .
NATURE GENETICS, 2012, 44 (10) :1084-+