A new genomic blueprint of the human gut microbiota

被引:867
作者
Almeida, Alexandre [1 ,2 ]
Mitchell, Alex L. [1 ]
Boland, Miguel [1 ]
Forster, Samuel C. [2 ,3 ,4 ]
Gloor, Gregory B. [5 ]
Tarkowska, Aleksandra [1 ]
Lawley, Trevor D. [2 ]
Finn, Robert D. [1 ]
机构
[1] European Bioinformat Inst EMBL EBI, Wellcome Genome Campus, Hinxton, England
[2] Wellcome Sanger Inst, Wellcome Genome Campus, Hinxton, England
[3] Hudson Inst Med Res, Ctr Innate Immun & Infect Dis, Clayton, Vic, Australia
[4] Monash Univ, Dept Mol & Translat Sci, Clayton, Vic, Australia
[5] Univ Western Ontario, Dept Biochem, London, ON, Canada
基金
英国医学研究理事会; 英国惠康基金; 英国生物技术与生命科学研究理事会; 欧盟地平线“2020”;
关键词
READ ALIGNMENT; R-PACKAGE; ACCURATE; METAGENOMICS; TOOL; DELINEATION; DIVERSITY; ALGORITHM; VERSATILE; BOUNDARY;
D O I
10.1038/s41586-019-0965-1
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 composition of the human gut microbiota is linked to health and disease, but knowledge of individual microbial species is needed to decipher their biological roles. Despite extensive culturing and sequencing efforts, the complete bacterial repertoire of the human gut microbiota remains undefined. Here we identify 1,952 uncultured candidate bacterial species by reconstructing 92,143 metagenome-assembled genomes from 11,850 human gut microbiomes. These uncultured genomes substantially expand the known species repertoire of the collective human gut microbiota, with a 281% increase in phylogenetic diversity. Although the newly identified species are less prevalent in well-studied populations compared to reference isolate genomes, they improve classification of understudied African and South American samples by more than 200%. These candidate species encode hundreds of newly identified biosynthetic gene clusters and possess a distinctive functional capacity that might explain their elusive nature. Our work expands the known diversity of uncultured gut bacteria, which provides unprecedented resolution for taxonomic and functional characterization of the intestinal microbiota.
引用
收藏
页码:499 / +
页数:18
相关论文
共 68 条
  • [1] Genomes from uncultivated prokaryotes: a comparison of metagenome-assembled and single-amplified genomes
    Alneberg, Johannes
    Karlsson, Christofer M. G.
    Divne, Anna-Maria
    Bergin, Claudia
    Homa, Felix
    Lindh, Markus V.
    Hugerth, Luisa W.
    Ettema, Thijs J. G.
    Bertilsson, Stefan
    Andersson, Anders F.
    Pinhassi, Jarone
    [J]. MICROBIOME, 2018, 6
  • [2] Thousands of microbial genomes shed light on interconnected biogeochemical processes in an aquifer system
    Anantharaman, Karthik
    Brown, Christopher T.
    Hug, Laura A.
    Sharon, Itai
    Castelle, Cindy J.
    Probst, Alexander J.
    Thomas, Brian C.
    Singh, Andrea
    Wilkins, Michael J.
    Karaoz, Ulas
    Brodie, Eoin L.
    Williams, Kenneth H.
    Hubbard, Susan S.
    Banfield, Jillian F.
    [J]. NATURE COMMUNICATIONS, 2016, 7
  • [3] [Anonymous], 2017, R LANG ENV STAT COMP
  • [4] Gene Ontology: tool for the unification of biology
    Ashburner, M
    Ball, CA
    Blake, JA
    Botstein, D
    Butler, H
    Cherry, JM
    Davis, AP
    Dolinski, K
    Dwight, SS
    Eppig, JT
    Harris, MA
    Hill, DP
    Issel-Tarver, L
    Kasarskis, A
    Lewis, S
    Matese, JC
    Richardson, JE
    Ringwald, M
    Rubin, GM
    Sherlock, G
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [5] SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing
    Bankevich, Anton
    Nurk, Sergey
    Antipov, Dmitry
    Gurevich, Alexey A.
    Dvorkin, Mikhail
    Kulikov, Alexander S.
    Lesin, Valery M.
    Nikolenko, Sergey I.
    Son Pham
    Prjibelski, Andrey D.
    Pyshkin, Alexey V.
    Sirotkin, Alexander V.
    Vyahhi, Nikolay
    Tesler, Glenn
    Alekseyev, Max A.
    Pevzner, Pavel A.
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) : 455 - 477
  • [6] UniProt: the universal protein knowledgebase
    Bateman, Alex
    Martin, Maria Jesus
    O'Donovan, Claire
    Magrane, Michele
    Alpi, Emanuele
    Antunes, Ricardo
    Bely, Benoit
    Bingley, Mark
    Bonilla, Carlos
    Britto, Ramona
    Bursteinas, Borisas
    Bye-A-Jee, Hema
    Cowley, Andrew
    Da Silva, Alan
    De Giorgi, Maurizio
    Dogan, Tunca
    Fazzini, Francesco
    Castro, Leyla Garcia
    Figueira, Luis
    Garmiri, Penelope
    Georghiou, George
    Gonzalez, Daniel
    Hatton-Ellis, Emma
    Li, Weizhong
    Liu, Wudong
    Lopez, Rodrigo
    Luo, Jie
    Lussi, Yvonne
    MacDougall, Alistair
    Nightingale, Andrew
    Palka, Barbara
    Pichler, Klemens
    Poggioli, Diego
    Pundir, Sangya
    Pureza, Luis
    Qi, Guoying
    Rosanoff, Steven
    Saidi, Rabie
    Sawford, Tony
    Shypitsyna, Aleksandra
    Speretta, Elena
    Turner, Edward
    Tyagi, Nidhi
    Volynkin, Vladimir
    Wardell, Tony
    Warner, Kate
    Watkins, Xavier
    Zaru, Rossana
    Zellner, Hermann
    Xenarios, Ioannis
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) : D158 - D169
  • [7] antiSMASH 4.0-improvements in chemistry prediction and gene cluster boundary identification
    Blin, Kai
    Wolf, Thomas
    Chevrette, Marc G.
    Lu, Xiaowen
    Schwalen, Christopher J.
    Kautsar, Satria A.
    Duran, Hernando G. Suarez
    Santos, Emmanuel L. C. de los
    Kim, Hyun Uk
    Nave, Mariana
    Dickschat, Jeroen S.
    Mitchell, Douglas A.
    Shelest, Ekaterina
    Breitling, Rainer
    Takano, Eriko
    Lee, Sang Yup
    Weber, Tilmann
    Medema, Marnix H.
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (W1) : W36 - W41
  • [8] Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea
    Bowers, Robert M.
    Kyrpides, Nikos C.
    Stepanauskas, Ramunas
    Harmon-Smith, Miranda
    Doud, Devin
    Reddy, T. B. K.
    Schulz, Frederik
    Jarett, Jessica
    Rivers, Adam R.
    Eloe-Fadrosh, Emiley A.
    Tringe, Susannah G.
    Ivanova, Natalia N.
    Copeland, Alex
    Clum, Alicia
    Becraft, Eric D.
    Malmstrom, Rex R.
    Birren, Bruce
    Podar, Mircea
    Bork, Peer
    Weinstock, George M.
    Garrity, George M.
    Dodsworth, Jeremy A.
    Yooseph, Shibu
    Sutton, Granger
    Gloeckner, Frank O.
    Gilbert, Jack A.
    Nelson, William C.
    Hallam, Steven J.
    Jungbluth, Sean P.
    Ettema, Thijs J. G.
    Tighe, Scott
    Konstantinidis, Konstantinos T.
    Liu, Wen-Tso
    Baker, Brett J.
    Rattei, Thomas
    Eisen, Jonathan A.
    Hedlund, Brian
    McMahon, Katherine D.
    Fierer, Noah
    Knight, Rob
    Finn, Rob
    Cochrane, Guy
    Karsch-Mizrachi, Ilene
    Tyson, Gene W.
    Rinke, Christian
    Lapidus, Alla
    Meyer, Folker
    Yilmaz, Pelin
    Parks, Donovan H.
    Eren, A. M.
    [J]. NATURE BIOTECHNOLOGY, 2017, 35 (08) : 725 - 731
  • [9] Brown CT., 2016, JOSS, V1, P27, DOI [10.21105/joss.00027, DOI 10.21105/JOSS.00027]
  • [10] Culturing of 'unculturable' human microbiota reveals novel taxa and extensive sporulation
    Browne, Hilary P.
    Forster, Samuel C.
    Anonye, Blessing O.
    Kumar, Nitin
    Neville, B. Anne
    Stares, Mark D.
    Goulding, David
    Lawley, Trevor D.
    [J]. NATURE, 2016, 533 (7604) : 543 - +