The Gut Microbiome Contributes to a Substantial Proportion of the Variation in Blood Lipids

被引:611
作者
Fu, Jingyuan [1 ,2 ]
Bonder, Marc Jan [2 ]
Cenit, Maria Carmen [2 ]
Tigchelaar, Ettje F. [2 ,4 ]
Maatman, Astrid [2 ]
Dekens, Jackie A. M. [2 ,4 ]
Brandsma, Eelke [1 ]
Marczynska, Joanna [2 ,5 ]
Imhann, Floris [3 ]
Weersma, Rinse K. [3 ]
Franke, Lude [2 ]
Poon, Tiffany W. [6 ]
Xavier, Ramnik J. [6 ,7 ,8 ,9 ]
Gevers, Dirk [6 ]
Hofker, Marten H. [1 ]
Wijmenga, Cisca [2 ]
Zhernakova, Alexandra [2 ,4 ]
机构
[1] Univ Groningen, Univ Med Ctr Groningen, Dept Pediat, NL-9700 RB Groningen, Netherlands
[2] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, NL-9700 RB Groningen, Netherlands
[3] Univ Groningen, Univ Med Ctr Groningen, Dept Gastroenterol & Hepatol, NL-9700 RB Groningen, Netherlands
[4] Top Inst Food & Nutr, Wageningen, Netherlands
[5] Jagiellonian Univ, Fac Biochem Biophys & Biotechnol, Dept Immunol, Krakow, Poland
[6] Broad Inst MIT & Harvard, Cambridge, MA USA
[7] Massachusetts Gen Hosp, Gastrointestinal Unit, Boston, MA 02114 USA
[8] Massachusetts Gen Hosp, Ctr Study Inflammatory Bowel Dis, Boston, MA 02114 USA
[9] Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Boston, MA 02114 USA
关键词
body mass index; cardiovascular diseases; lipids; lipoproteins; HDL; metabolism; ATHEROSCLEROSIS; METABOLISM; METAGENOME; GENETICS; DATABASE; GLUCOSE; ENERGY;
D O I
10.1161/CIRCRESAHA.115.306807
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Rationale: Evidence suggests that the gut microbiome is involved in the development of cardiovascular disease, with the host-microbe interaction regulating immune and metabolic pathways. However, there was no firm evidence for associations between microbiota and metabolic risk factors for cardiovascular disease from large-scale studies in humans. In particular, there was no strong evidence for association between cardiovascular disease and aberrant blood lipid levels. Objectives: To identify intestinal bacteria taxa, whose proportions correlate with body mass index and lipid levels, and to determine whether lipid variance can be explained by microbiota relative to age, sex, and host genetics. Methods and Results: We studied 893 subjects from the LifeLines-DEEP population cohort. After correcting for age and sex, we identified 34 bacterial taxa associated with body mass index and blood lipids; most are novel associations. Cross-validation analysis revealed that microbiota explain 4.5% of the variance in body mass index, 6% in triglycerides, and 4% in high-density lipoproteins, independent of age, sex, and genetic risk factors. A novel risk model, including the gut microbiome explained 25.9% of high-density lipoprotein variance, significantly outperforming the risk model without microbiome. Strikingly, the microbiome had little effect on low-density lipoproteins or total cholesterol. Conclusions: Our studies suggest that the gut microbiome may play an important role in the variation in body mass index and blood lipid levels, independent of age, sex, and host genetics. Our findings support the potential of therapies altering the gut microbiome to control body mass, triglycerides, and high-density lipoproteins.
引用
收藏
页码:817 / 824
页数:8
相关论文
共 48 条
[21]  
Hlivak P, 2005, Bratisl Lek Listy, V106, P67
[22]   The application of rarefaction techniques to molecular inventories of microbial diversity [J].
Hughes, JB ;
Hellmann, JJ .
ENVIRONMENTAL MICROBIOLOGY, 2005, 397 :292-+
[23]   Structure, function and diversity of the healthy human microbiome [J].
Huttenhower, Curtis ;
Gevers, Dirk ;
Knight, Rob ;
Abubucker, Sahar ;
Badger, Jonathan H. ;
Chinwalla, Asif T. ;
Creasy, Heather H. ;
Earl, Ashlee M. ;
FitzGerald, Michael G. ;
Fulton, Robert S. ;
Giglio, Michelle G. ;
Hallsworth-Pepin, Kymberlie ;
Lobos, Elizabeth A. ;
Madupu, Ramana ;
Magrini, Vincent ;
Martin, John C. ;
Mitreva, Makedonka ;
Muzny, Donna M. ;
Sodergren, Erica J. ;
Versalovic, James ;
Wollam, Aye M. ;
Worley, Kim C. ;
Wortman, Jennifer R. ;
Young, Sarah K. ;
Zeng, Qiandong ;
Aagaard, Kjersti M. ;
Abolude, Olukemi O. ;
Allen-Vercoe, Emma ;
Alm, Eric J. ;
Alvarado, Lucia ;
Andersen, Gary L. ;
Anderson, Scott ;
Appelbaum, Elizabeth ;
Arachchi, Harindra M. ;
Armitage, Gary ;
Arze, Cesar A. ;
Ayvaz, Tulin ;
Baker, Carl C. ;
Begg, Lisa ;
Belachew, Tsegahiwot ;
Bhonagiri, Veena ;
Bihan, Monika ;
Blaser, Martin J. ;
Bloom, Toby ;
Bonazzi, Vivien ;
Brooks, J. Paul ;
Buck, Gregory A. ;
Buhay, Christian J. ;
Busam, Dana A. ;
Campbell, Joseph L. .
NATURE, 2012, 486 (7402) :207-214
[24]   Gut metagenome in European women with normal, impaired and diabetic glucose control [J].
Karlsson, Fredrik H. ;
Tremaroli, Valentina ;
Nookaew, Intawat ;
Bergstrom, Goran ;
Behre, Carl Johan ;
Fagerberg, Bjorn ;
Nielsen, Jens ;
Backhed, Fredrik .
NATURE, 2013, 498 (7452) :99-+
[25]   Symptomatic atherosclerosis is associated with an altered gut metagenome [J].
Karlsson, Fredrik H. ;
Fak, Frida ;
Nookaew, Intawat ;
Tremaroli, Valentina ;
Fagerberg, Bjorn ;
Petranovic, Dina ;
Backhed, Fredrik ;
Nielsen, Jens .
NATURE COMMUNICATIONS, 2012, 3
[26]   Human nutrition, the gut microbiome and the immune system [J].
Kau, Andrew L. ;
Ahern, Philip P. ;
Griffin, Nicholas W. ;
Goodman, Andrew L. ;
Gordon, Jeffrey I. .
NATURE, 2011, 474 (7351) :327-336
[27]   The genetics of plant metabolism [J].
Keurentjes, Joost J. B. ;
Fu, Jingyuan ;
Ric de Vos, C. H. ;
Lommen, Arjen ;
Hall, Robert D. ;
Bino, Raoul J. ;
van der Plas, Linus H. W. ;
Jansen, Ritsert C. ;
Vreugdenhil, Dick ;
Koornneef, Maarten .
NATURE GENETICS, 2006, 38 (07) :842-849
[28]   The gut microbiota suppresses insulin-mediated fat accumulation via the short-chain fatty acid receptor GPR43 [J].
Kimura, Ikuo ;
Ozawa, Kentaro ;
Inoue, Daisuke ;
Imamura, Takeshi ;
Kimura, Kumi ;
Maeda, Takeshi ;
Terasawa, Kazuya ;
Kashihara, Daiji ;
Hirano, Kanako ;
Tani, Taeko ;
Takahashi, Tomoyuki ;
Miyauchi, Satoshi ;
Shioi, Go ;
Inoue, Hiroshi ;
Tsujimoto, Gozoh .
NATURE COMMUNICATIONS, 2013, 4
[29]   A Guide to Enterotypes across the Human Body: Meta-Analysis of Microbial Community Structures in Human Microbiome Datasets [J].
Koren, Omry ;
Knights, Dan ;
Gonzalez, Antonio ;
Waldron, Levi ;
Segata, Nicola ;
Knight, Rob ;
Huttenhower, Curtis ;
Ley, Ruth E. .
PLOS COMPUTATIONAL BIOLOGY, 2013, 9 (01)
[30]   Richness of human gut microbiome correlates with metabolic markers [J].
Le Chatelier, Emmanuelle ;
Nielsen, Trine ;
Qin, Junjie ;
Prifti, Edi ;
Hildebrand, Falk ;
Falony, Gwen ;
Almeida, Mathieu ;
Arumugam, Manimozhiyan ;
Batto, Jean-Michel ;
Kennedy, Sean ;
Leonard, Pierre ;
Li, Junhua ;
Burgdorf, Kristoffer ;
Grarup, Niels ;
Jorgensen, Torben ;
Brandslund, Ivan ;
Nielsen, Henrik Bjorn ;
Juncker, Agnieszka S. ;
Bertalan, Marcelo ;
Levenez, Florence ;
Pons, Nicolas ;
Rasmussen, Simon ;
Sunagawa, Shinichi ;
Tap, Julien ;
Tims, Sebastian ;
Zoetendal, Erwin G. ;
Brunak, Soren ;
Clement, Karine ;
Dore, Joel ;
Kleerebezem, Michiel ;
Kristiansen, Karsten ;
Renault, Pierre ;
Sicheritz-Ponten, Thomas ;
de Vos, Willem M. ;
Zucker, Jean-Daniel ;
Raes, Jeroen ;
Hansen, Torben ;
Bork, Peer ;
Wang, Jun ;
Ehrlich, S. Dusko ;
Pedersen, Oluf .
NATURE, 2013, 500 (7464) :541-+