IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v12y2021i1d10.1038_s41467-021-26266-z.html
   My bibliography  Save this article

Specific gut microbiome signatures and the associated pro-inflamatory functions are linked to pediatric allergy and acquisition of immune tolerance

Author

Listed:
  • Francesca De Filippis

    (University of Naples Federico II
    University of Naples Federico II)

  • Lorella Paparo

    (University of Naples Federico II
    University of Naples Federico II)

  • Rita Nocerino

    (University of Naples Federico II
    University of Naples Federico II)

  • Giusy Della Gatta

    (University of Naples Federico II
    University of Naples Federico II)

  • Laura Carucci

    (University of Naples Federico II
    University of Naples Federico II)

  • Roberto Russo

    (University of Naples Federico II)

  • Edoardo Pasolli

    (University of Naples Federico II
    University of Naples Federico II)

  • Danilo Ercolini

    (University of Naples Federico II
    University of Naples Federico II)

  • Roberto Berni Canani

    (University of Naples Federico II
    University of Naples Federico II
    University of Naples Federico II
    University of Naples Federico II)

Abstract

Understanding the functional potential of the gut microbiome is of primary importance for the design of innovative strategies for allergy treatment and prevention. Here we report the gut microbiome features of 90 children affected by food (FA) or respiratory (RA) allergies and 30 age-matched, healthy controls (CT). We identify specific microbial signatures in the gut microbiome of allergic children, such as higher abundance of Ruminococcus gnavus and Faecalibacterium prausnitzii, and a depletion of Bifidobacterium longum, Bacteroides dorei, B. vulgatus and fiber-degrading taxa. The metagenome of allergic children shows a pro-inflammatory potential, with an enrichment of genes involved in the production of bacterial lipo-polysaccharides and urease. We demonstrate that specific gut microbiome signatures at baseline can be predictable of immune tolerance acquisition. Finally, a strain-level selection occurring in the gut microbiome of allergic subjects is identified. R. gnavus strains enriched in FA and RA showed lower ability to degrade fiber, and genes involved in the production of a pro-inflammatory polysaccharide. We demonstrate that a gut microbiome dysbiosis occurs in allergic children, with R. gnavus emerging as a main player in pediatric allergy. These findings may open new strategies in the development of innovative preventive and therapeutic approaches. Trial: NCT04750980.

Suggested Citation

  • Francesca De Filippis & Lorella Paparo & Rita Nocerino & Giusy Della Gatta & Laura Carucci & Roberto Russo & Edoardo Pasolli & Danilo Ercolini & Roberto Berni Canani, 2021. "Specific gut microbiome signatures and the associated pro-inflamatory functions are linked to pediatric allergy and acquisition of immune tolerance," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-26266-z
    DOI: 10.1038/s41467-021-26266-z
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-021-26266-z
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-021-26266-z?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. Edoardo Pasolli & Duy Tin Truong & Faizan Malik & Levi Waldron & Nicola Segata, 2016. "Machine Learning Meta-analysis of Large Metagenomic Datasets: Tools and Biological Insights," PLOS Computational Biology, Public Library of Science, vol. 12(7), pages 1-26, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Courtney Hoskinson & Darlene L. Y. Dai & Kate L. Bel & Allan B. Becker & Theo J. Moraes & Piushkumar J. Mandhane & B. Brett Finlay & Elinor Simons & Anita L. Kozyrskyj & Meghan B. Azad & Padmaja Subba, 2023. "Delayed gut microbiota maturation in the first year of life is a hallmark of pediatric allergic disease," Nature Communications, Nature, vol. 14(1), pages 1-14, December.

    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. Jaron Thompson & Renee Johansen & John Dunbar & Brian Munsky, 2019. "Machine learning to predict microbial community functions: An analysis of dissolved organic carbon from litter decomposition," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-16, July.
    2. Hung-Chih Chen & Yen-Wen Liu & Kuan-Cheng Chang & Yen-Wen Wu & Yi-Ming Chen & Yu-Kai Chao & Min-Yi You & David J. Lundy & Chen-Ju Lin & Marvin L. Hsieh & Yu-Che Cheng & Ray P. Prajnamitra & Po-Ju Lin , 2023. "Gut butyrate-producers confer post-infarction cardiac protection," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    3. Youwen Qin & Xin Tong & Wei-Jian Mei & Yanshuang Cheng & Yuanqiang Zou & Kai Han & Jiehai Yu & Zhuye Jie & Tao Zhang & Shida Zhu & Xin Jin & Jian Wang & Huanming Yang & Xun Xu & Huanzi Zhong & Liang X, 2024. "Consistent signatures in the human gut microbiome of old- and young-onset colorectal cancer," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    4. Daniel Chang & Vinod K. Gupta & Benjamin Hur & Sergio Cobo-López & Kevin Y. Cunningham & Nam Soo Han & Insuk Lee & Vanessa L. Kronzer & Levi M. Teigen & Lioudmila V. Karnatovskaia & Erin E. Longbrake , 2024. "Gut Microbiome Wellness Index 2 enhances health status prediction from gut microbiome taxonomic profiles," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    5. Sean M Gibbons & Claire Duvallet & Eric J Alm, 2018. "Correcting for batch effects in case-control microbiome studies," PLOS Computational Biology, Public Library of Science, vol. 14(4), pages 1-17, April.
    6. Francesca De Filippis & Vincenzo Valentino & Giuseppina Sequino & Giorgia Borriello & Marita Georgia Riccardi & Biancamaria Pierri & Pellegrino Cerino & Antonio Pizzolante & Edoardo Pasolli & Mauro Es, 2024. "Exposure to environmental pollutants selects for xenobiotic-degrading functions in the human gut microbiome," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    7. Alan Le Goallec & Braden T Tierney & Jacob M Luber & Evan M Cofer & Aleksandar D Kostic & Chirag J Patel, 2020. "A systematic machine learning and data type comparison yields metagenomic predictors of infant age, sex, breastfeeding, antibiotic usage, country of origin, and delivery type," PLOS Computational Biology, Public Library of Science, vol. 16(5), pages 1-21, May.
    8. Qi Su & Qin Liu & Raphaela Iris Lau & Jingwan Zhang & Zhilu Xu & Yun Kit Yeoh & Thomas W. H. Leung & Whitney Tang & Lin Zhang & Jessie Q. Y. Liang & Yuk Kam Yau & Jiaying Zheng & Chengyu Liu & Mengjin, 2022. "Faecal microbiome-based machine learning for multi-class disease diagnosis," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    9. 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.

    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:12:y:2021:i:1:d:10.1038_s41467-021-26266-z. 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.