IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-51062-w.html
   My bibliography  Save this article

Elucidating human gut microbiota interactions that robustly inhibit diverse Clostridioides difficile strains across different nutrient landscapes

Author

Listed:
  • Jordy Evan Sulaiman

    (University of Wisconsin-Madison)

  • Jaron Thompson

    (University of Wisconsin-Madison
    University of Wisconsin-Madison)

  • Yili Qian

    (University of Wisconsin-Madison)

  • Eugenio I. Vivas

    (University of Wisconsin-Madison
    University of Wisconsin-Madison)

  • Christian Diener

    (Institute for Systems Biology
    Medical University of Graz)

  • Sean M. Gibbons

    (Institute for Systems Biology
    University of Washington
    University of Washington
    University of Washington)

  • Nasia Safdar

    (University of Wisconsin-Madison
    William S. Middleton Veterans Hospital Madison)

  • Ophelia S. Venturelli

    (University of Wisconsin-Madison
    University of Wisconsin-Madison
    University of Wisconsin-Madison
    University of Wisconsin-Madison)

Abstract

The human gut pathogen Clostridioides difficile displays substantial inter-strain genetic variability and confronts a changeable nutrient landscape in the gut. We examined how human gut microbiota inter-species interactions influence the growth and toxin production of various C. difficile strains across different nutrient environments. Negative interactions influencing C. difficile growth are prevalent in an environment containing a single highly accessible resource and sparse in an environment containing C. difficile-preferred carbohydrates. C. difficile toxin production displays significant community-context dependent variation and does not trend with growth-mediated inter-species interactions. C. difficile strains exhibit differences in interactions with Clostridium scindens and the ability to compete for proline. Further, C. difficile shows substantial differences in transcriptional profiles in co-culture with C. scindens or Clostridium hiranonis. C. difficile exhibits massive alterations in metabolism and other cellular processes in co-culture with C. hiranonis, reflecting their similar metabolic niches. C. hiranonis uniquely inhibits the growth and toxin production of diverse C. difficile strains across different nutrient environments and robustly ameliorates disease severity in mice. In sum, understanding the impact of C. difficile strain variability and nutrient environments on inter-species interactions could help improve the effectiveness of anti-C. difficile strategies.

Suggested Citation

  • Jordy Evan Sulaiman & Jaron Thompson & Yili Qian & Eugenio I. Vivas & Christian Diener & Sean M. Gibbons & Nasia Safdar & Ophelia S. Venturelli, 2024. "Elucidating human gut microbiota interactions that robustly inhibit diverse Clostridioides difficile strains across different nutrient landscapes," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-51062-w
    DOI: 10.1038/s41467-024-51062-w
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-51062-w
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-51062-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Chirag Jain & Luis M. Rodriguez-R & Adam M. Phillippy & Konstantinos T. Konstantinidis & Srinivas Aluru, 2018. "High throughput ANI analysis of 90K prokaryotic genomes reveals clear species boundaries," Nature Communications, Nature, vol. 9(1), pages 1-8, December.
    2. Katharine M. Ng & Jessica A. Ferreyra & Steven K. Higginbottom & Jonathan B. Lynch & Purna C. Kashyap & Smita Gopinath & Natasha Naidu & Biswa Choudhury & Bart C. Weimer & Denise M. Monack & Justin L., 2013. "Microbiota-liberated host sugars facilitate post-antibiotic expansion of enteric pathogens," Nature, Nature, vol. 502(7469), pages 96-99, October.
    3. J. Collins & C. Robinson & H. Danhof & C. W. Knetsch & H. C. van Leeuwen & T. D. Lawley & J. M. Auchtung & R. A. Britton, 2018. "Dietary trehalose enhances virulence of epidemic Clostridium difficile," Nature, Nature, vol. 553(7688), pages 291-294, January.
    4. Casey M. Theriot & Mark J. Koenigsknecht & Paul E. Carlson & Gabrielle E. Hatton & Adam M. Nelson & Bo Li & Gary B. Huffnagle & Jun Z. Li & Vincent B. Young, 2014. "Antibiotic-induced shifts in the mouse gut microbiome and metabolome increase susceptibility to Clostridium difficile infection," Nature Communications, Nature, vol. 5(1), pages 1-10, May.
    5. Ryan L. Clark & Bryce M. Connors & David M. Stevenson & Susan E. Hromada & Joshua J. Hamilton & Daniel Amador-Noguez & Ophelia S. Venturelli, 2021. "Design of synthetic human gut microbiome assembly and butyrate production," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    6. Fátima C. Pereira & Kenneth Wasmund & Iva Cobankovic & Nico Jehmlich & Craig W. Herbold & Kang Soo Lee & Barbara Sziranyi & Cornelia Vesely & Thomas Decker & Roman Stocker & Benedikt Warth & Martin vo, 2020. "Rational design of a microbial consortium of mucosal sugar utilizers reduces Clostridiodes difficile colonization," Nature Communications, Nature, vol. 11(1), pages 1-15, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alexander Y. G. Yip & Olivia G. King & Oleksii Omelchenko & Sanjana Kurkimat & Victoria Horrocks & Phoebe Mostyn & Nathan Danckert & Rohma Ghani & Giovanni Satta & Elita Jauneikaite & Frances J. Davie, 2023. "Antibiotics promote intestinal growth of carbapenem-resistant Enterobacteriaceae by enriching nutrients and depleting microbial metabolites," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    2. Max E. Schön & Vasily V. Zlatogursky & Rohan P. Singh & Camille Poirier & Susanne Wilken & Varsha Mathur & Jürgen F. H. Strassert & Jarone Pinhassi & Alexandra Z. Worden & Patrick J. Keeling & Thijs J, 2021. "Single cell genomics reveals plastid-lacking Picozoa are close relatives of red algae," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    3. James D Brunner & Nicholas Chia, 2020. "Minimizing the number of optimizations for efficient community dynamic flux balance analysis," PLOS Computational Biology, Public Library of Science, vol. 16(9), pages 1-20, September.
    4. Nenad Macesic & Jane Hawkey & Ben Vezina & Jessica A. Wisniewski & Hugh Cottingham & Luke V. Blakeway & Taylor Harshegyi & Katherine Pragastis & Gnei Zweena Badoordeen & Amanda Dennison & Denis W. Spe, 2023. "Genomic dissection of endemic carbapenem resistance reveals metallo-beta-lactamase dissemination through clonal, plasmid and integron transfer," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    5. Jean-Sebastien Gounot & Minghao Chia & Denis Bertrand & Woei-Yuh Saw & Aarthi Ravikrishnan & Adrian Low & Yichen Ding & Amanda Hui Qi Ng & Linda Wei Lin Tan & Yik-Ying Teo & Henning Seedorf & Niranjan, 2022. "Genome-centric analysis of short and long read metagenomes reveals uncharacterized microbiome diversity in Southeast Asians," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    6. Ren Dodge & Eric W. Jones & Haolong Zhu & Benjamin Obadia & Daniel J. Martinez & Chenhui Wang & Andrés Aranda-Díaz & Kevin Aumiller & Zhexian Liu & Marco Voltolini & Eoin L. Brodie & Kerwyn Casey Huan, 2023. "A symbiotic physical niche in Drosophila melanogaster regulates stable association of a multi-species gut microbiota," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    7. Vinod Nikhra, 2019. "Therapeutic Potential of Gut Microbiome Manipulation: Concepts in Fecal Microbiota Transplantation," Current Research in Diabetes & Obesity Journal, Juniper Publishers Inc., vol. 11(1), pages 1-9, June.
    8. M. C. Rühlemann & C. Bang & J. F. Gogarten & B. M. Hermes & M. Groussin & S. Waschina & M. Poyet & M. Ulrich & C. Akoua-Koffi & T. Deschner & J. J. Muyembe-Tamfum & M. M. Robbins & M. Surbeck & R. M. , 2024. "Functional host-specific adaptation of the intestinal microbiome in hominids," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    9. Ruobing Wang & Anru Zhang & Shijun Sun & Guankun Yin & Xingyu Wu & Qi Ding & Qi Wang & Fengning Chen & Shuyi Wang & Lucy Dorp & Yawei Zhang & Longyang Jin & Xiaojuan Wang & Francois Balloux & Hui Wang, 2024. "Increase in antioxidant capacity associated with the successful subclone of hypervirulent carbapenem-resistant Klebsiella pneumoniae ST11-KL64," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    10. Lucas Serra Moncadas & Cyrill Hofer & Paul-Adrian Bulzu & Jakob Pernthaler & Adrian-Stefan Andrei, 2024. "Freshwater genome-reduced bacteria exhibit pervasive episodes of adaptive stasis," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    11. Nils Giordano & Marinna Gaudin & Camille Trottier & Erwan Delage & Charlotte Nef & Chris Bowler & Samuel Chaffron, 2024. "Genome-scale community modelling reveals conserved metabolic cross-feedings in epipelagic bacterioplankton communities," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    12. Ling Zhong & Menghan Zhang & Libing Sun & Yu Yang & Bo Wang & Haibing Yang & Qiang Shen & Yu Xia & Jiarui Cui & Hui Hang & Yi Ren & Bo Pang & Xiangyu Deng & Yahui Zhan & Heng Li & Zhemin Zhou, 2023. "Distributed genotyping and clustering of Neisseria strains reveal continual emergence of epidemic meningococcus over a century," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    13. Alessandra Riva & Hamid Rasoulimehrabani & José Manuel Cruz-Rubio & Stephanie L. Schnorr & Cornelia Baeckmann & Deniz Inan & Georgi Nikolov & Craig W. Herbold & Bela Hausmann & Petra Pjevac & Arno Sch, 2023. "Identification of inulin-responsive bacteria in the gut microbiota via multi-modal activity-based sorting," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    14. Daniel P. G. H. Wong & Benjamin H. Good, 2024. "Quantifying the adaptive landscape of commensal gut bacteria using high-resolution lineage tracking," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    15. Lu Wu & Xu-Wen Wang & Zining Tao & Tong Wang & Wenlong Zuo & Yu Zeng & Yang-Yu Liu & Lei Dai, 2024. "Data-driven prediction of colonization outcomes for complex microbial communities," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    16. Aleksandar Stanojković & Svatopluk Skoupý & Hanna Johannesson & Petr Dvořák, 2024. "The global speciation continuum of the cyanobacterium Microcoleus," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    17. Wei Ding & Shougang Wang & Peng Qin & Shen Fan & Xiaoyan Su & Peiyan Cai & Jie Lu & Han Cui & Meng Wang & Yi Shu & Yongming Wang & Hui-Hui Fu & Yu-Zhong Zhang & Yong-Xin Li & Weipeng Zhang, 2023. "Anaerobic thiosulfate oxidation by the Roseobacter group is prevalent in marine biofilms," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    18. Emily C Woods & Adrianne N Edwards & Kevin O Childress & Joshua B Jones & Shonna M McBride, 2018. "The C. difficile clnRAB operon initiates adaptations to the host environment in response to LL-37," PLOS Pathogens, Public Library of Science, vol. 14(8), pages 1-28, August.
    19. Roxana Zamudio & Patrick Boerlin & Racha Beyrouthy & Jean-Yves Madec & Stefan Schwarz & Michael R. Mulvey & George G. Zhanel & Ashley Cormier & Gabhan Chalmers & Richard Bonnet & Marisa Haenni & Inga , 2022. "Dynamics of extended-spectrum cephalosporin resistance genes in Escherichia coli from Europe and North America," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    20. Xin Fan & Rong-Chen Dai & Shu Zhang & Yuan-Yuan Geng & Mei Kang & Da-Wen Guo & Ya-Ning Mei & Yu-Hong Pan & Zi-Yong Sun & Ying-Chun Xu & Jie Gong & Meng Xiao, 2023. "Tandem gene duplications contributed to high-level azole resistance in a rapidly expanding Candida tropicalis population," Nature Communications, Nature, vol. 14(1), pages 1-18, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-51062-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.