A human gut microbial gene catalogue established by metagenomic sequencing
Junjie Qin,Ruiqiang Li,Jeroen Raes,Manimozhiyan Arumugam,Kristoffer Sølvsten Burgdorf,Chaysavanh Manichanh,Trine Nielsen,Nicolas Pons,Florence Levenez,Takuji Yamada,Daniel R. Mende,Junhua Li,Junming Xu,Shaochuan Li,Dongfang Li,Jianjun Cao,Bo Wang,Huiqing Liang,Huisong Zheng,Yinlong Xie,Julien Tap,Patricia Lepage,Marcelo Bertalan,Jean-Michel Batto,Torben Hansen,Denis Le Paslier,Allan Linneberg,H. Bjørn Nielsen,Eric Pelletier,Pierre Renault,Thomas Sicheritz-Pontén,Keith Turner,Hongmei Zhu,Chang Yu,Shengting Li,Min Jian,Yan Zhou,Yingrui Li,Xiuqing Zhang,Songgang Li,Nan Qin,Huanming Yang,Jian Wang,Søren Brunak,Joël Doré,Francisco Guarner,Karsten Kristiansen,Oluf Pedersen,Julian Parkhill,Jean Weissenbach,Peer Bork,S. Dusko Ehrlich,Jun Wang +52 more
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TLDR
The Illumina-based metagenomic sequencing, assembly and characterization of 3.3 million non-redundant microbial genes, derived from 576.7 gigabases of sequence, from faecal samples of 124 European individuals are described, indicating that the entire cohort harbours between 1,000 and 1,150 prevalent bacterial species and each individual at least 160 such species.Abstract:
To understand the impact of gut microbes on human health and well-being it is crucial to assess their genetic potential. Here we describe the Illumina-based metagenomic sequencing, assembly and characterization of 3.3 million non-redundant microbial genes, derived from 576.7 gigabases of sequence, from faecal samples of 124 European individuals. The gene set, ~150 times larger than the human gene complement, contains an overwhelming majority of the prevalent (more frequent) microbial genes of the cohort and probably includes a large proportion of the prevalent human intestinal microbial genes. The genes are largely shared among individuals of the cohort. Over 99% of the genes are bacterial, indicating that the entire cohort harbours between 1,000 and 1,150 prevalent bacterial species and each individual at least 160 such species, which are also largely shared. We define and describe the minimal gut metagenome and the minimal gut bacterial genome in terms of functions present in all individuals and most bacteria, respectivelyread more
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Journal ArticleDOI
Structure, function and diversity of the healthy human microbiome
Curtis Huttenhower,Curtis Huttenhower,Dirk Gevers,Rob Knight,Rob Knight,Sahar Abubucker,Jonathan H. Badger,Asif T. Chinwalla,Heather Huot Creasy,Ashlee M. Earl,Michael Fitzgerald,Robert S. Fulton,Michelle G. Giglio,Kymberlie Hallsworth-Pepin,Elizabeth A. Lobos,Ramana Madupu,Vincent Magrini,John Martin,Makedonka Mitreva,Donna M. Muzny,Erica Sodergren,James Versalovic,Aye Wollam,Kim C. Worley,Jennifer R. Wortman,Sarah Young,Qiandong Zeng,Kjersti Aagaard,Olukemi O. Abolude,Emma Allen-Vercoe,Eric J. Alm,Eric J. Alm,Lucia Alvarado,Gary L. Andersen,Scott Anderson,Elizabeth L. Appelbaum,Harindra Arachchi,Gary C. Armitage,Cesar Arze,Tulin Ayvaz,Carl C. Baker,Lisa Begg,Tsegahiwot Belachew,Veena Bhonagiri,Monika Bihan,Martin J. Blaser,Toby Bloom,Vivien Bonazzi,J. Paul Brooks,Gregory A. Buck,Christian J. Buhay,Dana A. Busam,Joseph L. Campbell,Shane Canon,Brandi L. Cantarel,Patrick S. G. Chain,Patrick S. G. Chain,I. Min A. Chen,Lei Chen,Shaila Chhibba,Ken Chu,Dawn Ciulla,Jose C. Clemente,Sandra W. Clifton,Sean Conlan,Jonathan Crabtree,Mary A. Cutting,Noam J. Davidovics,Catherine C. Davis,Todd Z. DeSantis,Carolyn Deal,Kimberley D. Delehaunty,Floyd E. Dewhirst,Elena Deych,Yan Ding,David J. Dooling,Shannon Dugan,Wm. Michael Dunne,Wm. Michael Dunne,A. Scott Durkin,Robert C. Edgar,Rachel L. Erlich,Candace N. Farmer,Ruth M. Farrell,Karoline Faust,Michael Feldgarden,Victor Felix,Sheila Fisher,Anthony A. Fodor,Larry J. Forney,Leslie Foster,Valentina Di Francesco,Jonathan Friedman,Dennis C. Friedrich,Catrina Fronick,Lucinda Fulton,Hongyu Gao,Nathalia Garcia,Georgia Giannoukos,Christina Giblin,Maria Y. Giovanni,Jonathan M. Goldberg,Johannes B. Goll,Antonio Gonzalez,Allison D. Griggs,Sharvari Gujja,Susan Kinder Haake,Brian J. Haas,Holli A. Hamilton,Emily L. Harris,Theresa A. Hepburn,Brandi Herter,Diane E. Hoffmann,Michael Holder,Clinton Howarth,Katherine H. Huang,Susan M. Huse,Jacques Izard,Janet K. Jansson,Huaiyang Jiang,Catherine Jordan,Vandita Joshi,James A. Katancik,Wendy A. Keitel,Scott T. Kelley,Cristyn Kells,Nicholas B. King,Dan Knights,Heidi H. Kong,Omry Koren,Sergey Koren,Karthik Kota,Christie Kovar,Nikos C. Kyrpides,Patricio S. La Rosa,Sandra L. Lee,Katherine P. Lemon,Niall J. Lennon,Cecil M. Lewis,Lora Lewis,Ruth E. Ley,Kelvin Li,Konstantinos Liolios,Bo Liu,Yue Liu,Chien Chi Lo,Catherine A. Lozupone,R. Dwayne Lunsford,Tessa Madden,Anup Mahurkar,Peter J. Mannon,Elaine R. Mardis,Victor M. Markowitz,Victor M. Markowitz,Konstantinos Mavromatis,Jamison McCorrison,Daniel McDonald,Jean E. McEwen,Amy L. McGuire,Pamela McInnes,Teena Mehta,Kathie A. Mihindukulasuriya,Jason R. Miller,Patrick Minx,Irene Newsham,Chad Nusbaum,Michelle Oglaughlin,Joshua Orvis,Ioanna Pagani,Krishna Palaniappan,Shital M. Patel,Matthew D. Pearson,Jane Peterson,Mircea Podar,Craig Pohl,Katherine S. Pollard,Mihai Pop,Margaret Priest,Lita M. Proctor,Xiang Qin,Jeroen Raes,Jacques Ravel,Jeffrey G. Reid,Mina Rho,Rosamond Rhodes,Kevin Riehle,Maria C. Rivera,Beltran Rodriguez-Mueller,Yu-Hui Rogers,Matthew C. Ross,Carsten Russ,Ravi Sanka,Pamela Sankar,J. Fah Sathirapongsasuti,Jeffery A. Schloss,Patrick D. Schloss,Thomas M. Schmidt,Matthew B. Scholz,Lynn M. Schriml,Alyxandria M. Schubert,Nicola Segata,Julia A. Segre,William D. Shannon,Richard R. Sharp,Thomas J. Sharpton,Narmada Shenoy,Nihar U. Sheth,Gina A. Simone,Indresh Singh,Christopher Smillie,Jack D. Sobel,Daniel D. Sommer,Paul Spicer,Granger G. Sutton,Sean M. Sykes,Diana Tabbaa,Mathangi Thiagarajan,Chad Tomlinson,Manolito Torralba,Todd J. Treangen,Rebecca Truty,Tatiana A. Vishnivetskaya,Jason Walker,Lu Wang,Zhengyuan Wang,Doyle V. Ward,Wesley C. Warren,Mark A. Watson,Christopher Wellington,Kris A. Wetterstrand,James R. White,Katarzyna Wilczek-Boney,Yuanqing Wu,Kristine M. Wylie,Todd Wylie,Chandri Yandava,Liang Ye,Yuzhen Ye,Shibu Yooseph,Bonnie P. Youmans,Lan Zhang,Yanjiao Zhou,Yiming Zhu,Laurie Zoloth,Jeremy Zucker,Bruce W. Birren,Richard A. Gibbs,Sarah K. Highlander,Barbara A. Methé,Karen E. Nelson,Joseph F. Petrosino,George M. Weinstock,Richard K. Wilson,Owen White +253 more
TL;DR: The Human Microbiome Project Consortium reported the first results of their analysis of microbial communities from distinct, clinically relevant body habitats in a human cohort; the insights into the microbial communities of a healthy population lay foundations for future exploration of the epidemiology, ecology and translational applications of the human microbiome as discussed by the authors.
Journal Article
Structure, function and diversity of the healthy human microbiome
Curtis Huttenhower,Dirk Gevers,Rob Knight,Sahar Abubucker,Jonathan H. Badger,Asif T. Chinwalla,Heather Huot Creasy,Ashlee M. Earl,Michael Fitzgerald,Robert S. Fulton,Michelle G. Giglio,Kymberlie Hallsworth-Pepin,Elizabeth A. Lobos,Ramana Madupu,Vincent Magrini,John Martin,Makedonka Mitreva,Donna M. Muzny,Erica Sodergren,James Versalovic,Aye Wollam,Kim C. Worley,Jennifer R. Wortman,Sarah Young,Qiandong Zeng,Kjersti Aagaard,Olukemi O. Abolude,Emma Allen-Vercoe,Eric J. Alm,Lucia Alvarado,Gary L. Andersen,Scott Anderson,Elizabeth L. Appelbaum,Harindra Arachchi,Gary C. Armitage,Cesar Arze,Tulin Ayvaz,Carl C. Baker,Lisa Begg,Tsegahiwot Belachew,Veena Bhonagiri,Monika Bihan,Martin J. Blaser,Toby Bloom,Vivien Bonazzi,J. Paul Brooks,Gregory A. Buck,Christian J. Buhay,Dana A. Busam,Joseph L. Campbell,Shane Canon,Brandi L. Cantarel,Patrick S. G. Chain,I-Min A. Chen,Lei Chen,Shaila Chhibba,Ken Chu,Dawn Ciulla,Jose C. Clemente,Sandra W. Clifton,Sean Conlan,Jonathan Crabtree,Mary A. Cutting,Noam J. Davidovics,Catherine C. Davis,Todd Z. DeSantis,Carolyn Deal,Kimberley D. Delehaunty,Floyd E. Dewhirst,Elena Deych,Yan Ding,David J. Dooling,Shannon Dugan,Wm. Michael Dunne,A. Scott Durkin,Robert C. Edgar,Rachel L. Erlich,Candace N. Farmer,Ruth M. Farrell,Karoline Faust,Michael Feldgarden,Victor Felix,Sheila A. Fisher,Anthony A. Fodor,Larry J. Forney,Leslie Foster,Valentina Di Francesco,Jonathan Friedman,Dennis C. Friedrich,Catrina Fronick,Lucinda Fulton,Hongyu Gao,Nathalia Garcia,Georgia Giannoukos,Christina Giblin,Maria Y. Giovanni,Jonathan M. Goldberg,Johannes B. Goll,Antonio Gonzalez,Allison D. Griggs,Sharvari Gujja,Susan Kinder Haake,Brian J. Haas,Holli A. Hamilton,Emily L. Harris,Theresa A. Hepburn,Brandi Herter,Diane E. Hoffmann,Michael Holder,Clinton Howarth,Katherine H. Huang,Susan M. Huse,Jacques Izard,Janet K. Jansson,Huaiyang Jiang,Craig T. Jordan,Vandita Joshi,James A. Katancik,Wendy A. Keitel,Scott T. Kelley,Cristyn Kells,Nicholas B. King,Dan Knights,Heidi H. Kong,Omry Koren,Sergey Koren,Karthik Kota,Christie Kovar,Nikos C. Kyrpides,Patricio S. La Rosa,Sandra L. Lee,Katherine P. Lemon,Niall J. Lennon,Cecil M. Lewis,Lora Lewis,Ruth E. Ley,Kelvin Li,Konstantinos Liolios,Bo Liu,Yue Liu,Chien-Chi Lo,Catherine A. Lozupone,R. Dwayne Lunsford,Tessa Madden,Anup Mahurkar,Peter J. Mannon,Elaine R. Mardis,Victor M. Markowitz,Konstantinos Mavromatis,Jamison McCorrison,Daniel McDonald,Jean E. McEwen,Amy L. McGuire,Pamela McInnes,Teena Mehta,Kathie A. Mihindukulasuriya,Jason R. Miller,Patrick Minx,Irene Newsham,Chad Nusbaum,Michelle O'Laughlin,Joshua Orvis,Ioanna Pagani,Krishna Palaniappan,Shital M. Patel,Matthew D. Pearson,Jane Peterson,Mircea Podar,Craig Pohl,Katherine S. Pollard,Mihai Pop,Margaret Priest,Lita M. Proctor,Xiang Qin,Jeroen Raes,Jacques Ravel,Jeffrey G. Reid,Mina Rho,Rosamond Rhodes,Kevin Riehle,Maria C. Rivera,Beltran Rodriguez-Mueller,Yu-Hui Rogers,Matthew C. Ross,Carsten Russ,Ravi Sanka,Pamela Sankar,J. Fah Sathirapongsasuti,Jeffery A. Schloss,Patrick D. Schloss,Thomas M. Schmidt,Matthew B. Scholz,Lynn M. Schriml,Alyxandria M. Schubert,Nicola Segata,Julia A. Segre,William D. Shannon,Richard R. Sharp,Thomas J. Sharpton,Narmada Shenoy,Nihar U. Sheth,Gina A. Simone,Indresh Singh,Christopher Smillie,Jack D. Sobel,Daniel D. Sommer,Paul Spicer,Granger G. Sutton,Sean M. Sykes,Diana Tabbaa,Mathangi Thiagarajan,Chad Tomlinson,Manolito Torralba,Todd J. Treangen,Rebecca Truty,Tatiana A. Vishnivetskaya,Jason Walker,Lu Wang,Zhengyuan Wang,Doyle V. Ward,Wesley C. Warren,Mark A. Watson,Christopher Wellington,Kris A. Wetterstrand,James R. White,Katarzyna Wilczek-Boney,Yuanqing Wu,Kristine M. Wylie,Todd Wylie,Chandri N. Yandava,Liang Ye,Yuzhen Ye,Shibu Yooseph,Bonnie P. Youmans,Lan Zhang,Yanjiao Zhou,Yiming Zhu,Laurie Zoloth,Jeremy Zucker,Bruce W. Birren,Richard A. Gibbs,Sarah K. Highlander,Barbara A. Methé,Karen E. Nelson,Joseph F. Petrosino,George M. Weinstock,Richard K. Wilson,Owen White +247 more
TL;DR: The Human Microbiome Project has analysed the largest cohort and set of distinct, clinically relevant body habitats so far, finding the diversity and abundance of each habitat’s signature microbes to vary widely even among healthy subjects, with strong niche specialization both within and among individuals.
Journal ArticleDOI
Human gut microbiome viewed across age and geography
Tanya Yatsunenko,Federico E. Rey,Mark J. Manary,Mark J. Manary,Indi Trehan,Indi Trehan,Maria Gloria Dominguez-Bello,Monica Contreras,Magda Magris,Glida Hidalgo,Robert N. Baldassano,Andrey P. Anokhin,Andrew C. Heath,Barbara B. Warner,Jens Reeder,Justin Kuczynski,J. Gregory Caporaso,Catherine A. Lozupone,Christian L. Lauber,Jose C. Clemente,Dan Knights,Rob Knight,Jeffrey I. Gordon +22 more
TL;DR: The need to consider the microbiome when evaluating human development, nutritional needs, physiological variations and the impact of westernization is underscored, as distinctive features of the functional maturation of the gut microbiome are evident in early infancy as well as adulthood.
Journal ArticleDOI
Cd-hit
TL;DR: A new CD-HIT program accelerated with a novel parallelization strategy and some other techniques to allow efficient clustering of such datasets to reduce sequence redundancy and improve the performance of other sequence analyses is developed.
Journal ArticleDOI
Enterotypes of the human gut microbiome
Manimozhiyan Arumugam,Jeroen Raes,Eric Pelletier,Denis Le Paslier,Takuji Yamada,Daniel R. Mende,Gabriel Fernandes,Julien Tap,Thomas Brüls,Jean-Michel Batto,Marcelo Bertalan,Natalia Borruel,Francesc Casellas,Leyden Fernández,Laurent Gautier,Torben Hansen,Masahira Hattori,Tetsuya Hayashi,Michiel Kleerebezem,Ken Kurokawa,Marion Leclerc,Florence Levenez,Chaysavanh Manichanh,H. Bjørn Nielsen,Trine Nielsen,Nicolas Pons,Julie Poulain,Junjie Qin,Thomas Sicheritz-Pontén,Sebastian Tims,David Torrents,Edgardo Ugarte,Erwin G. Zoetendal,Jun Wang,Francisco Guarner,Oluf Pedersen,Willem M. de Vos,Søren Brunak,Joël Doré,Jean Weissenbach,S. Dusko Ehrlich,Peer Bork +41 more
TL;DR: Three robust clusters (referred to as enterotypes hereafter) are identified that are not nation or continent specific and confirmed in two published, larger cohorts, indicating that intestinal microbiota variation is generally stratified, not continuous.
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Structure, function and diversity of the healthy human microbiome
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Enterotypes of the human gut microbiome
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