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Short- and long-read metagenomics of urban and rural South African gut microbiomes reveal a transitional composition and undescribed taxa

Author

Listed:
  • Fiona B. Tamburini

    (Stanford University)

  • Dylan Maghini

    (Stanford University)

  • Ovokeraye H. Oduaran

    (University of the Witwatersrand)

  • Ryan Brewster

    (Stanford University)

  • Michaella R. Hulley

    (University of the Witwatersrand
    National Health Laboratory Service & University of the Witwatersrand)

  • Venesa Sahibdeen

    (National Health Laboratory Service & University of the Witwatersrand)

  • Shane A. Norris

    (University of the Witwatersrand
    University of Southampton)

  • Stephen Tollman

    (University of the Witwatersrand
    INDEPTH Network, East Legon)

  • Kathleen Kahn

    (University of the Witwatersrand
    INDEPTH Network, East Legon)

  • Ryan G. Wagner

    (University of the Witwatersrand
    INDEPTH Network, East Legon)

  • Alisha N. Wade

    (University of the Witwatersrand)

  • Floidy Wafawanaka

    (University of the Witwatersrand)

  • F. Xavier Gómez-Olivé

    (University of the Witwatersrand
    INDEPTH Network, East Legon)

  • Rhian Twine

    (University of the Witwatersrand)

  • Zané Lombard

    (National Health Laboratory Service & University of the Witwatersrand)

  • Scott Hazelhurst

    (University of the Witwatersrand
    University of the Witwatersrand)

  • Ami S. Bhatt

    (Stanford University
    Stanford University
    Stanford University)

Abstract

Human gut microbiome research focuses on populations living in high-income countries and to a lesser extent, non-urban agriculturalist and hunter-gatherer societies. The scarcity of research between these extremes limits our understanding of how the gut microbiota relates to health and disease in the majority of the world’s population. Here, we evaluate gut microbiome composition in transitioning South African populations using short- and long-read sequencing. We analyze stool from adult females living in rural Bushbuckridge (n = 118) or urban Soweto (n = 51) and find that these microbiomes are taxonomically intermediate between those of individuals living in high-income countries and traditional communities. We demonstrate that reference collections are incomplete for characterizing microbiomes of individuals living outside high-income countries, yielding artificially low beta diversity measurements, and generate complete genomes of undescribed taxa, including Treponema, Lentisphaerae, and Succinatimonas. Our results suggest that the gut microbiome of South Africans does not conform to a simple “western-nonwestern” axis and contains undescribed microbial diversity.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-021-27917-x
    DOI: 10.1038/s41467-021-27917-x
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    as
    1. Ananyo Choudhury & Shaun Aron & Laura R. Botigué & Dhriti Sengupta & Gerrit Botha & Taoufik Bensellak & Gordon Wells & Judit Kumuthini & Daniel Shriner & Yasmina J. Fakim & Anisah W. Ghoorah & Eileen , 2020. "High-depth African genomes inform human migration and health," Nature, Nature, vol. 586(7831), pages 741-748, October.
    2. 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.
    3. Kristoffer Forslund & Falk Hildebrand & Trine Nielsen & Gwen Falony & Emmanuelle Le Chatelier & Shinichi Sunagawa & Edi Prifti & Sara Vieira-Silva & Valborg Gudmundsdottir & Helle Krogh Pedersen & Man, 2015. "Disentangling type 2 diabetes and metformin treatment signatures in the human gut microbiota," Nature, Nature, vol. 528(7581), pages 262-266, December.
    4. Stephanie L. Schnorr & Marco Candela & Simone Rampelli & Manuela Centanni & Clarissa Consolandi & Giulia Basaglia & Silvia Turroni & Elena Biagi & Clelia Peano & Marco Severgnini & Jessica Fiori & Rob, 2014. "Gut microbiome of the Hadza hunter-gatherers," Nature Communications, Nature, vol. 5(1), pages 1-12, May.
    5. Peter J. Turnbaugh & Micah Hamady & Tanya Yatsunenko & Brandi L. Cantarel & Alexis Duncan & Ruth E. Ley & Mitchell L. Sogin & William J. Jones & Bruce A. Roe & Jason P. Affourtit & Michael Egholm & Be, 2009. "A core gut microbiome in obese and lean twins," Nature, Nature, vol. 457(7228), pages 480-484, January.
    6. Wickham, Hadley, 2007. "Reshaping Data with the reshape Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 21(i12).
    7. Daphna Rothschild & Omer Weissbrod & Elad Barkan & Alexander Kurilshikov & Tal Korem & David Zeevi & Paul I. Costea & Anastasia Godneva & Iris N. Kalka & Noam Bar & Smadar Shilo & Dar Lador & Arnau Vi, 2018. "Environment dominates over host genetics in shaping human gut microbiota," Nature, Nature, vol. 555(7695), pages 210-215, March.
    8. Tanya Yatsunenko & Federico E. Rey & Mark J. Manary & Indi Trehan & Maria Gloria Dominguez-Bello & Monica Contreras & Magda Magris & Glida Hidalgo & Robert N. Baldassano & Andrey P. Anokhin & Andrew C, 2012. "Human gut microbiome viewed across age and geography," Nature, Nature, vol. 486(7402), pages 222-227, June.
    9. Arnau Vich Vila & Valerie Collij & Serena Sanna & Trishla Sinha & Floris Imhann & Arno R. Bourgonje & Zlatan Mujagic & Daisy M. A. E. Jonkers & Ad A. M. Masclee & Jingyuan Fu & Alexander Kurilshikov &, 2020. "Impact of commonly used drugs on the composition and metabolic function of the gut microbiota," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    10. Stephen Nayfach & Zhou Jason Shi & Rekha Seshadri & Katherine S. Pollard & Nikos C. Kyrpides, 2019. "New insights from uncultivated genomes of the global human gut microbiome," Nature, Nature, vol. 568(7753), pages 505-510, April.
    11. Alexandra J. Obregon-Tito & Raul Y. Tito & Jessica Metcalf & Krithivasan Sankaranarayanan & Jose C. Clemente & Luke K. Ursell & Zhenjiang Zech Xu & Will Van Treuren & Rob Knight & Patrick M. Gaffney &, 2015. "Subsistence strategies in traditional societies distinguish gut microbiomes," Nature Communications, Nature, vol. 6(1), pages 1-9, May.
    12. Alexandre Almeida & Alex L. Mitchell & Miguel Boland & Samuel C. Forster & Gregory B. Gloor & Aleksandra Tarkowska & Trevor D. Lawley & Robert D. Finn, 2019. "A new genomic blueprint of the human gut microbiota," Nature, Nature, vol. 568(7753), pages 499-504, April.
    Full references (including those not matched with items on IDEAS)

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