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A human gut microbial gene catalogue established by metagenomic sequencing

Author

Listed:
  • Junjie Qin

    (BGI-Shenzhen)

  • Ruiqiang Li

    (BGI-Shenzhen)

  • Jeroen Raes

    (European Molecular Biology Laboratory
    VIB—Vrije Universiteit Brussel)

  • Manimozhiyan Arumugam

    (European Molecular Biology Laboratory)

  • Kristoffer Solvsten Burgdorf

    (Hagedorn Research Institute)

  • Chaysavanh Manichanh

    (Hospital Universitari Val d’Hebron, Ciberehd, 08035 Barcelona, Spain)

  • Trine Nielsen

    (Hagedorn Research Institute)

  • Nicolas Pons

    (Institut National de la Recherche Agronomique)

  • Florence Levenez

    (Institut National de la Recherche Agronomique)

  • Takuji Yamada

    (European Molecular Biology Laboratory)

  • Daniel R. Mende

    (European Molecular Biology Laboratory)

  • Junhua Li

    (BGI-Shenzhen
    School of Software Engineering, South China University of Technology)

  • Junming Xu

    (BGI-Shenzhen)

  • Shaochuan Li

    (BGI-Shenzhen)

  • Dongfang Li

    (BGI-Shenzhen
    Genome Research Institute, Shenzhen University Medical School)

  • Jianjun Cao

    (BGI-Shenzhen)

  • Bo Wang

    (BGI-Shenzhen)

  • Huiqing Liang

    (BGI-Shenzhen)

  • Huisong Zheng

    (BGI-Shenzhen)

  • Yinlong Xie

    (BGI-Shenzhen
    School of Software Engineering, South China University of Technology)

  • Julien Tap

    (Institut National de la Recherche Agronomique)

  • Patricia Lepage

    (Institut National de la Recherche Agronomique)

  • Marcelo Bertalan

    (Center for Biological Sequence Analysis, Technical University of Denmark)

  • Jean-Michel Batto

    (Institut National de la Recherche Agronomique)

  • Torben Hansen

    (Hagedorn Research Institute)

  • Denis Le Paslier

    (Commissariat à l’Energie Atomique, Genoscope, 91000 Evry, France)

  • Allan Linneberg

    (Research Center for Prevention and Health)

  • H. Bjørn Nielsen

    (Center for Biological Sequence Analysis, Technical University of Denmark)

  • Eric Pelletier

    (Commissariat à l’Energie Atomique, Genoscope, 91000 Evry, France)

  • Pierre Renault

    (Institut National de la Recherche Agronomique)

  • Thomas Sicheritz-Ponten

    (Center for Biological Sequence Analysis, Technical University of Denmark)

  • Keith Turner

    (The Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, UK)

  • Hongmei Zhu

    (BGI-Shenzhen)

  • Chang Yu

    (BGI-Shenzhen)

  • Shengting Li

    (BGI-Shenzhen)

  • Min Jian

    (BGI-Shenzhen)

  • Yan Zhou

    (BGI-Shenzhen)

  • Yingrui Li

    (BGI-Shenzhen)

  • Xiuqing Zhang

    (BGI-Shenzhen)

  • Songgang Li

    (BGI-Shenzhen)

  • Nan Qin

    (BGI-Shenzhen)

  • Huanming Yang

    (BGI-Shenzhen)

  • Jian Wang

    (BGI-Shenzhen)

  • Søren Brunak

    (Center for Biological Sequence Analysis, Technical University of Denmark)

  • Joel Doré

    (Institut National de la Recherche Agronomique)

  • Francisco Guarner

    (Hospital Universitari Val d’Hebron, Ciberehd, 08035 Barcelona, Spain)

  • Karsten Kristiansen

    (University of Copenhagen)

  • Oluf Pedersen

    (Hagedorn Research Institute
    Institute of Biomedical Sciences, University of Copenhagen & Faculty of Health Science, University of Aarhus)

  • Julian Parkhill

    (The Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, UK)

  • Jean Weissenbach

    (Commissariat à l’Energie Atomique, Genoscope, 91000 Evry, France)

  • Peer Bork

    (European Molecular Biology Laboratory)

  • S. Dusko Ehrlich

    (Institut National de la Recherche Agronomique)

  • Jun Wang

    (BGI-Shenzhen
    University of Copenhagen)

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, respectively.

Suggested Citation

  • Junjie Qin & Ruiqiang Li & Jeroen Raes & Manimozhiyan Arumugam & Kristoffer Solvsten Burgdorf & Chaysavanh Manichanh & Trine Nielsen & Nicolas Pons & Florence Levenez & Takuji Yamada & Daniel R. Mende, 2010. "A human gut microbial gene catalogue established by metagenomic sequencing," Nature, Nature, vol. 464(7285), pages 59-65, March.
  • Handle: RePEc:nat:nature:v:464:y:2010:i:7285:d:10.1038_nature08821
    DOI: 10.1038/nature08821
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    Cited by:

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    3. Zahraa Al Bander & Marloes Dekker Nitert & Aya Mousa & Negar Naderpoor, 2020. "The Gut Microbiota and Inflammation: An Overview," IJERPH, MDPI, vol. 17(20), pages 1-21, October.
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    8. Barbara Emmenegger & Julien Massoni & Christine M. Pestalozzi & Miriam Bortfeld-Miller & Benjamin A. Maier & Julia A. Vorholt, 2023. "Identifying microbiota community patterns important for plant protection using synthetic communities and machine learning," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
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    10. Efrat Muller & Itamar Shiryan & Elhanan Borenstein, 2024. "Multi-omic integration of microbiome data for identifying disease-associated modules," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    11. Doris Vandeputte & Lindsey Commer & Raul Y. Tito & Gunter Kathagen & João Sabino & Séverine Vermeire & Karoline Faust & Jeroen Raes, 2021. "Temporal variability in quantitative human gut microbiome profiles and implications for clinical research," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    12. Fiona B. Tamburini & Dylan Maghini & Ovokeraye H. Oduaran & Ryan Brewster & Michaella R. Hulley & Venesa Sahibdeen & Shane A. Norris & Stephen Tollman & Kathleen Kahn & Ryan G. Wagner & Alisha N. Wade, 2022. "Short- and long-read metagenomics of urban and rural South African gut microbiomes reveal a transitional composition and undescribed taxa," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    13. Julie Reygner & Claire Joly Condette & Aurélia Bruneau & Stéphane Delanaud & Larbi Rhazi & Flore Depeint & Latifa Abdennebi-Najar & Veronique Bach & Camille Mayeur & Hafida Khorsi-Cauet, 2016. "Changes in Composition and Function of Human Intestinal Microbiota Exposed to Chlorpyrifos in Oil as Assessed by the SHIME ® Model," IJERPH, MDPI, vol. 13(11), pages 1-18, November.
    14. Chiranjib Chakraborty & Ashish Ranjan Sharma & Garima Sharma & Manojit Bhattacharya & Sang-Soo Lee, 2023. "Exploring the status of global terrestrial and aquatic microbial diversity through ‘Biodiversity Informatics’," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 10567-10598, October.
    15. Xiaoji (Christine) Liu & Kevin D. Floate & Monika A. Gorzelak & Devin B. Holman & Scott Hrycauk & Hiroshi Kubota & Newton Lupwayi & Jonathan A. D. Neilson & Rodrigo Ortega Polo & Renée M. Petri & Lan , 2023. "Prairie Agroecosystems: Interconnected Microbiomes of Livestock, Soil and Insects," Agriculture, MDPI, vol. 13(2), pages 1-28, January.
    16. Ziye Wang & Ronghui You & Haitao Han & Wei Liu & Fengzhu Sun & Shanfeng Zhu, 2024. "Effective binning of metagenomic contigs using contrastive multi-view representation learning," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    17. Mohammed Y. Refai & Aala A. Abulfaraj & Israa J. Hakeem & Nehad A. Shaer & Mashael D. Alqahtani & Maryam M. Alomran & Nahaa M. Alotaibi & Hana S. Sonbol & Abdulrahman M. Alhashimi & Nouf S. Al-Abbas &, 2023. "Rhizobiome Signature and Its Alteration Due to Watering in the Wild Plant Moringa oleifera," Sustainability, MDPI, vol. 15(3), pages 1-25, February.
    18. Emidio Scarpellini & Emanuele Rinninella & Martina Basilico & Esther Colomier & Carlo Rasetti & Tiziana Larussa & Pierangelo Santori & Ludovico Abenavoli, 2021. "From Pre- and Probiotics to Post-Biotics: A Narrative Review," IJERPH, MDPI, vol. 19(1), pages 1-14, December.
    19. Laura Sanchis-Artero & Juan Francisco Martínez-Blanch & Sergio Manresa-Vera & Ernesto Cortés-Castell & Josefa Rodriguez-Morales & Xavier Cortés-Rizo, 2020. "Evaluation of Changes in Gut Microbiota in Patients with Crohn’s Disease after Anti-Tnfα Treatment: Prospective Multicenter Observational Study," IJERPH, MDPI, vol. 17(14), pages 1-14, July.
    20. Pil Soo Kim & Yeo-Rang Lee & Yong-Su Kwon & Jin-Woo Bae & Sung-Jae Lee & Young-Seuk Park, 2021. "Differences of Gut Microbiota in the Freshwater Blackworm ( Lumbriculus variegatus : Oligochaeta) in Two Different Habitat Conditions," IJERPH, MDPI, vol. 18(19), pages 1-11, September.
    21. Lharbi Dridi & Fernando Altamura & Emmanuel Gonzalez & Olivia Lui & Ryszard Kubinski & Reilly Pidgeon & Adrian Montagut & Jasmine Chong & Jianguo Xia & Corinne F. Maurice & Bastien Castagner, 2023. "Identifying glycan consumers in human gut microbiota samples using metabolic labeling coupled with fluorescence-activated cell sorting," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    22. Ashwag Shami & Rewaa S. Jalal & Ruba A. Ashy & Haneen W. Abuauf & Lina Baz & Mohammed Y. Refai & Aminah A. Barqawi & Hanadi M. Baeissa & Manal A. Tashkandi & Sahar Alshareef & Aala A. Abulfaraj, 2022. "Use of Metagenomic Whole Genome Shotgun Sequencing Data in Taxonomic Assignment of Dipterygium glaucum Rhizosphere and Surrounding Bulk Soil Microbiomes, and Their Response to Watering," Sustainability, MDPI, vol. 14(14), pages 1-21, July.
    23. Wei Zhou & Wen-hui Wu & Zi-lin Si & Hui-ling Liu & Hanyu Wang & Hong Jiang & Ya-fang Liu & Raphael N. Alolga & Cheng Chen & Shi-jia Liu & Xue-yan Bian & Jin-jun Shan & Jing Li & Ning-hua Tan & Zhi-hao, 2022. "The gut microbe Bacteroides fragilis ameliorates renal fibrosis in mice," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    24. Shaojun Pan & Chengkai Zhu & Xing-Ming Zhao & Luis Pedro Coelho, 2022. "A deep siamese neural network improves metagenome-assembled genomes in microbiome datasets across different environments," Nature Communications, Nature, vol. 13(1), pages 1-12, December.

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