Metagenome-wide association studies: fine-mining the microbiome

被引:297
作者
Wang, Jun [1 ,2 ]
Jia, Huijue [2 ]
机构
[1] ICarbonX, Shahe Ind Zone, 4018 Qiaoxiang Rd, Shenzhen 518083, Peoples R China
[2] BGI Shenzhen, Shenzhen Key Lab Human Commensal Microorganisms &, Shenzhen 518083, Peoples R China
关键词
HUMAN GUT MICROBIOME; FUSOBACTERIUM-NUCLEATUM; INTESTINAL EPITHELIUM; FECAL MICROBIOTA; DISEASE; HEALTH; RESISTANCE; LANDSCAPE; METFORMIN; HUMANS;
D O I
10.1038/nrmicro.2016.83
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Metagenome-wide association studies (MWAS) have enabled the high-resolution investigation of associations between the human microbiome and several complex diseases, including type 2 diabetes, obesity, liver cirrhosis, colorectal cancer and rheumatoid arthritis. The associations that can be identified by MWAS are not limited to the identification of taxa that are more or less abundant, as is the case with taxonomic approaches, but additionally include the identification of microbial functions that are enriched or depleted. In this Review, we summarize recent findings from MWAS and discuss how these findings might inform the prevention, diagnosis and treatment of human disease in the future. Furthermore, we highlight the need to better characterize the biology of many of the bacteria that are found in the human microbiota as an essential step in understanding how bacterial strains that have been identified by MWAS are associated with disease.
引用
收藏
页码:508 / 522
页数:15
相关论文
共 120 条
[1]   The Placenta Harbors a Unique Microbiome [J].
Aagaard, Kjersti ;
Ma, Jun ;
Antony, Kathleen M. ;
Ganu, Radhika ;
Petrosino, Joseph ;
Versalovic, James .
SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (237)
[2]   Genome sequences of rare, uncultured bacteria obtained by differential coverage binning of multiple metagenomes [J].
Albertsen, Mads ;
Hugenholtz, Philip ;
Skarshewski, Adam ;
Nielsen, Kare L. ;
Tyson, Gene W. ;
Nielsen, Per H. .
NATURE BIOTECHNOLOGY, 2013, 31 (06) :533-+
[3]  
[Anonymous], 2014, ELECT J DIFF EQU, DOI DOI 10.1049/CP.2014.0129
[4]   Enterotypes of the human gut microbiome [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2011, 473 (7346) :174-180
[5]   Treg induction by a rationally selected mixture of Clostridia strains from the human microbiota [J].
Atarashi, Koji ;
Tanoue, Takeshi ;
Oshima, Kenshiro ;
Suda, Wataru ;
Nagano, Yuji ;
Nishikawa, Hiroyoshi ;
Fukuda, Shinji ;
Saito, Takuro ;
Narushima, Seiko ;
Hase, Koji ;
Kim, Sangwan ;
Fritz, Joelle V. ;
Wilmes, Paul ;
Ueha, Satoshi ;
Matsushima, Kouji ;
Ohno, Hiroshi ;
Olle, Bernat ;
Sakaguchi, Shimon ;
Taniguchi, Tadatsugu ;
Morita, Hidetoshi ;
Hattori, Masahira ;
Honda, Kenya .
NATURE, 2013, 500 (7461) :232-+
[6]   Mechanisms underlying the resistance to diet-induced obesity in germ-free mice [J].
Backhed, Fredrik ;
Manchester, Jill K. ;
Semenkovich, Clay F. ;
Gordon, Jeffrey I. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (03) :979-984
[7]  
Bäckhed F, 2015, CELL HOST MICROBE, V17, P690, DOI [10.1016/j.chom.2015.04.004, 10.1016/j.chom.2015.05.012]
[8]   Host genetic architecture and the landscape of microbiome composition: humans weigh in [J].
Benson, Andrew K. .
GENOME BIOLOGY, 2015, 16
[9]   Individuality in gut microbiota composition is a complex polygenic trait shaped by multiple environmental and host genetic factors [J].
Benson, Andrew K. ;
Kelly, Scott A. ;
Legge, Ryan ;
Ma, Fangrui ;
Low, Soo Jen ;
Kim, Jaehyoung ;
Zhang, Min ;
Oh, Phaik Lyn ;
Nehrenberg, Derrick ;
Hua, Kunjie ;
Kachman, Stephen D. ;
Moriyama, Etsuko N. ;
Walter, Jens ;
Peterson, Daniel A. ;
Pomp, Daniel .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (44) :18933-18938
[10]   The gut microbiota influences blood-brain barrier permeability in mice [J].
Braniste, Viorica ;
Al-Asmakh, Maha ;
Kowal, Czeslawa ;
Anuar, Farhana ;
Abbaspour, Afrouz ;
Toth, Miklos ;
Korecka, Agata ;
Bakocevic, Nadja ;
Ng, Lai Guan ;
Kundu, Parag ;
Gulyas, Balazs ;
Halldin, Christer ;
Hultenby, Kjell ;
Nilsson, Harriet ;
Hebert, Hans ;
Volpe, Bruce T. ;
Diamond, Betty ;
Pettersson, Sven .
SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (263)