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Population-level impacts of antibiotic usage on the human gut microbiome

Author

Listed:
  • Kihyun Lee

    (Chung-Ang University
    CJ Bioscience)

  • Sebastien Raguideau

    (Earlham Institute)

  • Kimmo Sirén

    (The GLOBE Institute, University of Copenhagen)

  • Francesco Asnicar

    (University of Trento)

  • Fabio Cumbo

    (University of Trento)

  • Falk Hildebrand

    (Earlham Institute
    Quadram Institute)

  • Nicola Segata

    (University of Trento)

  • Chang-Jun Cha

    (Chung-Ang University)

  • Christopher Quince

    (Earlham Institute
    Quadram Institute
    University of Warwick)

Abstract

The widespread usage of antimicrobials has driven the evolution of resistance in pathogenic microbes, both increased prevalence of antimicrobial resistance genes (ARGs) and their spread across species by horizontal gene transfer (HGT). However, the impact on the wider community of commensal microbes associated with the human body, the microbiome, is less well understood. Small-scale studies have determined the transient impacts of antibiotic consumption but we conduct an extensive survey of ARGs in 8972 metagenomes to determine the population-level impacts. Focusing on 3096 gut microbiomes from healthy individuals not taking antibiotics we demonstrate highly significant correlations between both the total ARG abundance and diversity and per capita antibiotic usage rates across ten countries spanning three continents. Samples from China were notable outliers. We use a collection of 154,723 human-associated metagenome assembled genomes (MAGs) to link these ARGs to taxa and detect HGT. This reveals that the correlations in ARG abundance are driven by multi-species mobile ARGs shared between pathogens and commensals, within a highly connected central component of the network of MAGs and ARGs. We also observe that individual human gut ARG profiles cluster into two types or resistotypes. The less frequent resistotype has higher overall ARG abundance, is associated with certain classes of resistance, and is linked to species-specific genes in the Proteobacteria on the periphery of the ARG network.

Suggested Citation

  • Kihyun Lee & Sebastien Raguideau & Kimmo Sirén & Francesco Asnicar & Fabio Cumbo & Falk Hildebrand & Nicola Segata & Chang-Jun Cha & Christopher Quince, 2023. "Population-level impacts of antibiotic usage on the human gut microbiome," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-36633-7
    DOI: 10.1038/s41467-023-36633-7
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    References listed on IDEAS

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    1. Ilkka Hanski, 1998. "Metapopulation dynamics," Nature, Nature, vol. 396(6706), pages 41-49, November.
    2. Alyssa G. Kent & Albert C. Vill & Qiaojuan Shi & Michael J. Satlin & Ilana Lauren Brito, 2020. "Widespread transfer of mobile antibiotic resistance genes within individual gut microbiomes revealed through bacterial Hi-C," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    3. I. L. Brito & S. Yilmaz & K. Huang & L. Xu & S. D. Jupiter & A. P. Jenkins & W. Naisilisili & M. Tamminen & C. S. Smillie & J. R. Wortman & B. W. Birren & R. J. Xavier & P. C. Blainey & A. K. Singh & , 2016. "Mobile genes in the human microbiome are structured from global to individual scales," Nature, Nature, vol. 535(7612), pages 435-439, July.
    4. Ian Holmes & Keith Harris & Christopher Quince, 2012. "Dirichlet Multinomial Mixtures: Generative Models for Microbial Metagenomics," PLOS ONE, Public Library of Science, vol. 7(2), pages 1-15, February.
    5. Mostafa M. H. Ellabaan & Christian Munck & Andreas Porse & Lejla Imamovic & Morten O. A. Sommer, 2021. "Forecasting the dissemination of antibiotic resistance genes across bacterial genomes," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    6. Manimozhiyan Arumugam & Jeroen Raes & Eric Pelletier & Denis Le Paslier & Takuji Yamada & Daniel R. Mende & Gabriel R. Fernandes & Julien Tap & Thomas Bruls & Jean-Michel Batto & Marcelo Bertalan & Na, 2011. "Enterotypes of the human gut microbiome," Nature, Nature, vol. 473(7346), pages 174-180, May.
    7. Rene S. Hendriksen & Patrick Munk & Patrick Njage & Bram Bunnik & Luke McNally & Oksana Lukjancenko & Timo Röder & David Nieuwenhuijse & Susanne Karlsmose Pedersen & Jette Kjeldgaard & Rolf S. Kaas & , 2019. "Global monitoring of antimicrobial resistance based on metagenomics analyses of urban sewage," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    8. Chris S. Smillie & Mark B. Smith & Jonathan Friedman & Otto X. Cordero & Lawrence A. David & Eric J. Alm, 2011. "Ecology drives a global network of gene exchange connecting the human microbiome," Nature, Nature, vol. 480(7376), pages 241-244, December.
    9. Manimozhiyan Arumugam & Jeroen Raes & Eric Pelletier & Denis Le Paslier & Takuji Yamada & Daniel R. Mende & Gabriel R. Fernandes & Julien Tap & Thomas Bruls & Jean-Michel Batto & Marcelo Bertalan & Na, 2011. "Erratum: Enterotypes of the human gut microbiome," Nature, Nature, vol. 474(7353), pages 666-666, June.
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    1. Claas Kirchhelle, 2023. "The Antibiocene – towards an eco-social analysis of humanity’s antimicrobial footprint," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.

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