IDEAS home Printed from https://ideas.repec.org/a/nat/nature/v562y2018i7728d10.1038_s41586-018-0617-x.html
   My bibliography  Save this article

Temporal development of the gut microbiome in early childhood from the TEDDY study

Author

Listed:
  • Christopher J. Stewart

    (Baylor College of Medicine
    Newcastle University)

  • Nadim J. Ajami

    (Baylor College of Medicine)

  • Jacqueline L. O’Brien

    (Baylor College of Medicine)

  • Diane S. Hutchinson

    (Baylor College of Medicine)

  • Daniel P. Smith

    (Baylor College of Medicine)

  • Matthew C. Wong

    (Baylor College of Medicine)

  • Matthew C. Ross

    (Baylor College of Medicine)

  • Richard E. Lloyd

    (Baylor College of Medicine)

  • HarshaVardhan Doddapaneni

    (Baylor College of Medicine)

  • Ginger A. Metcalf

    (Baylor College of Medicine)

  • Donna Muzny

    (Baylor College of Medicine)

  • Richard A. Gibbs

    (Baylor College of Medicine)

  • Tommi Vatanen

    (Broad Institute of MIT and Harvard)

  • Curtis Huttenhower

    (Broad Institute of MIT and Harvard)

  • Ramnik J. Xavier

    (Broad Institute of MIT and Harvard)

  • Marian Rewers

    (University of Colorado)

  • William Hagopian

    (Pacific Northwest Research Institute)

  • Jorma Toppari

    (University of Turku
    Turku University Hospital)

  • Anette-G. Ziegler

    (Helmholtz Zentrum München
    Technische Universität München, Klinikum Rechts der Isar
    Forschergruppe Diabetes e.V. at Helmholtz Zentrum München)

  • Jin-Xiong She

    (Medical College of Georgia, Augusta University)

  • Beena Akolkar

    (National Institute of Diabetes & Digestive & Kidney Diseases)

  • Ake Lernmark

    (Lund University/CRC, Skane University Hospital)

  • Heikki Hyoty

    (University of Tampere
    Fimlab Laboratories, Pirkanmaa Hospital District)

  • Kendra Vehik

    (Morsani College of Medicine, University of South Florida)

  • Jeffrey P. Krischer

    (Morsani College of Medicine, University of South Florida)

  • Joseph F. Petrosino

    (Baylor College of Medicine)

Abstract

The development of the microbiome from infancy to childhood is dependent on a range of factors, with microbial–immune crosstalk during this time thought to be involved in the pathobiology of later life diseases1–9 such as persistent islet autoimmunity and type 1 diabetes10–12. However, to our knowledge, no studies have performed extensive characterization of the microbiome in early life in a large, multi-centre population. Here we analyse longitudinal stool samples from 903 children between 3 and 46 months of age by 16S rRNA gene sequencing (n = 12,005) and metagenomic sequencing (n = 10,867), as part of the The Environmental Determinants of Diabetes in the Young (TEDDY) study. We show that the developing gut microbiome undergoes three distinct phases of microbiome progression: a developmental phase (months 3–14), a transitional phase (months 15–30), and a stable phase (months 31–46). Receipt of breast milk, either exclusive or partial, was the most significant factor associated with the microbiome structure. Breastfeeding was associated with higher levels of Bifidobacterium species (B. breve and B. bifidum), and the cessation of breast milk resulted in faster maturation of the gut microbiome, as marked by the phylum Firmicutes. Birth mode was also significantly associated with the microbiome during the developmental phase, driven by higher levels of Bacteroides species (particularly B. fragilis) in infants delivered vaginally. Bacteroides was also associated with increased gut diversity and faster maturation, regardless of the birth mode. Environmental factors including geographical location and household exposures (such as siblings and furry pets) also represented important covariates. A nested case–control analysis revealed subtle associations between microbial taxonomy and the development of islet autoimmunity or type 1 diabetes. These data determine the structural and functional assembly of the microbiome in early life and provide a foundation for targeted mechanistic investigation into the consequences of microbial–immune crosstalk for long-term health.

Suggested Citation

  • Christopher J. Stewart & Nadim J. Ajami & Jacqueline L. O’Brien & Diane S. Hutchinson & Daniel P. Smith & Matthew C. Wong & Matthew C. Ross & Richard E. Lloyd & HarshaVardhan Doddapaneni & Ginger A. M, 2018. "Temporal development of the gut microbiome in early childhood from the TEDDY study," Nature, Nature, vol. 562(7728), pages 583-588, October.
  • Handle: RePEc:nat:nature:v:562:y:2018:i:7728:d:10.1038_s41586-018-0617-x
    DOI: 10.1038/s41586-018-0617-x
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41586-018-0617-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1038/s41586-018-0617-x?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Citations

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


    Cited by:

    1. Shuqin Zeng & Alexandre Almeida & Shiping Li & Junjie Ying & Hua Wang & Yi Qu & R. Paul Ross & Catherine Stanton & Zhemin Zhou & Xiaoyu Niu & Dezhi Mu & Shaopu Wang, 2024. "A metagenomic catalog of the early-life human gut virome," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    2. Yue Clare Lou & Benjamin E. Rubin & Marie C. Schoelmerich & Kaden S. DiMarco & Adair L. Borges & Rachel Rovinsky & Leo Song & Jennifer A. Doudna & Jillian F. Banfield, 2023. "Infant microbiome cultivation and metagenomic analysis reveal Bifidobacterium 2’-fucosyllactose utilization can be facilitated by coexisting species," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    3. Julien Tap & Franck Lejzerowicz & Aurélie Cotillard & Matthieu Pichaud & Daniel McDonald & Se Jin Song & Rob Knight & Patrick Veiga & Muriel Derrien, 2023. "Global branches and local states of the human gut microbiome define associations with environmental and intrinsic factors," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    4. Ruairi C. Robertson & Thaddeus J. Edens & Lynnea Carr & Kuda Mutasa & Ethan K. Gough & Ceri Evans & Hyun Min Geum & Iman Baharmand & Sandeep K. Gill & Robert Ntozini & Laura E. Smith & Bernard Chasekw, 2023. "The gut microbiome and early-life growth in a population with high prevalence of stunting," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    5. Brennen T. Fagan & George W. A. Constable & Richard Law, 2024. "Maternal transmission as a microbial symbiont sieve, and the absence of lactation in male mammals," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    6. Jiyuan Hu & Chan Wang & Martin J. Blaser & Huilin Li, 2022. "Joint modeling of zero‐inflated longitudinal proportions and time‐to‐event data with application to a gut microbiome study," Biometrics, The International Biometric Society, vol. 78(4), pages 1686-1698, December.
    7. Shuqin Zeng & Dhrati Patangia & Alexandre Almeida & Zhemin Zhou & Dezhi Mu & R. Paul Ross & Catherine Stanton & Shaopu Wang, 2022. "A compendium of 32,277 metagenome-assembled genomes and over 80 million genes from the early-life human gut microbiome," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    8. Justine Tanoey & Christina Baechle & Hermann Brenner & Andreas Deckert & Julia Fricke & Kathrin Günther & André Karch & Thomas Keil & Alexander Kluttig & Michael Leitzmann & Rafael Mikolajczyk & Nadia, 2022. "Birth Order, Caesarean Section, or Daycare Attendance in Relation to Child- and Adult-Onset Type 1 Diabetes: Results from the German National Cohort," IJERPH, MDPI, vol. 19(17), pages 1-14, August.
    9. Ana Popovic & Celine Bourdon & Pauline W. Wang & David S. Guttman & Sajid Soofi & Zulfiqar A. Bhutta & Robert H. J. Bandsma & John Parkinson & Lisa G. Pell, 2021. "Micronutrient supplements can promote disruptive protozoan and fungal communities in the developing infant gut," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    10. Alice Risely & Kerstin Wilhelm & Tim Clutton-Brock & Marta B. Manser & Simone Sommer, 2021. "Diurnal oscillations in gut bacterial load and composition eclipse seasonal and lifetime dynamics in wild meerkats," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    11. Emma M. Koff & Debbie Baarle & Marlies A. Houten & Marta Reyman & Guy A. M. Berbers & Femke Ham & Mei Ling J. N. Chu & Elisabeth A. M. Sanders & Debby Bogaert & Susana Fuentes, 2022. "Mode of delivery modulates the intestinal microbiota and impacts the response to vaccination," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    12. Diletta Maria Francesca Ingrosso & Maria Teresa Quarta & Alessia Quarta & Francesco Chiarelli, 2023. "Prevention of Type 1 Diabetes in Children: A Worthy Challenge?," IJERPH, MDPI, vol. 20(11), pages 1-15, May.
    13. Yu Taniguchi & Shin Yamazaki & Takehiro Michikawa & Shoji F Nakayama & Makiko Sekiyama & Hiroshi Nitta & Hidetoshi Mezawa & Mayako Saito-Abe & Masako Oda & Hiroshi Mitsubuchi & Masafumi Sanefuji & Sho, 2020. "Associations of dog and cat ownership with wheezing and asthma in children: Pilot study of the Japan Environment and children's study," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-11, May.
    14. Jake Lin & Elaheh Moradi & Karoliina Salenius & Suvi Lehtipuro & Tomi Häkkinen & Jutta E. Laiho & Sami Oikarinen & Sofia Randelin & Hemang M. Parikh & Jeffrey P. Krischer & Jorma Toppari & Åke Lernmar, 2023. "Distinct transcriptomic profiles in children prior to the appearance of type 1 diabetes-linked islet autoantibodies and following enterovirus infection," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    15. Sivan Kijner & Dena Ennis & Shimrit Shmorak & Anat Florentin & Moran Yassour, 2024. "CRISPR-Cas-based identification of a sialylated human milk oligosaccharides utilization cluster in the infant gut commensal Bacteroides dorei," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    16. Li Zhang & Karen R. Jonscher & Zuyuan Zhang & Yi Xiong & Ryan S. Mueller & Jacob E. Friedman & Chongle Pan, 2022. "Islet autoantibody seroconversion in type-1 diabetes is associated with metagenome-assembled genomes in infant gut microbiomes," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    17. Thomas A. Auchtung & Christopher J. Stewart & Daniel P. Smith & Eric W. Triplett & Daniel Agardh & William A. Hagopian & Anette G. Ziegler & Marian J. Rewers & Jin-Xiong She & Jorma Toppari & Åke Lern, 2022. "Temporal changes in gastrointestinal fungi and the risk of autoimmunity during early childhood: the TEDDY study," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    18. Fanette Fontaine & Sondra Turjeman & Karel Callens & Omry Koren, 2023. "The intersection of undernutrition, microbiome, and child development in the first years of life," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    19. Estela Rosell-Mases & Alba Santiago & Marta Corral-Pujol & Francisca Yáñez & Encarna Varela & Leire Egia-Mendikute & Berta Arpa & Catalina Cosovanu & Anaïs Panosa & Gerard Serrano-Gómez & Conchi Mora , 2023. "Mutual modulation of gut microbiota and the immune system in type 1 diabetes models," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    20. Sanzhima Garmaeva & Trishla Sinha & Anastasia Gulyaeva & Nataliia Kuzub & Johanne E. Spreckels & Sergio Andreu-Sánchez & Ranko Gacesa & Arnau Vich Vila & Siobhan Brushett & Marloes Kruk & Jackie Deken, 2024. "Transmission and dynamics of mother-infant gut viruses during pregnancy and early life," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    21. Suzanne L. Ishaq & Emily F. Wissel & Patricia G. Wolf & Laura Grieneisen & Erin M. Eggleston & Gwynne Mhuireach & Michael Friedman & Anne Lichtenwalner & Jessica Otero Machuca & Katherine Weatherford , 2022. "Designing the Microbes and Social Equity Symposium: A Novel Interdisciplinary Virtual Research Conference Based on Achieving Group-Directed Outputs," Challenges, MDPI, vol. 13(2), pages 1-20, July.
    22. Yadid M. Algavi & Elhanan Borenstein, 2024. "Relative dispersion ratios following fecal microbiota transplant elucidate principles governing microbial migration dynamics," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    23. Feng Tong & Teng Wang & Na L. Gao & Ziying Liu & Kuiqing Cui & Yiqian Duan & Sicheng Wu & Yuhong Luo & Zhipeng Li & Chengjian Yang & Yixue Xu & Bo Lin & Liguo Yang & Alfredo Pauciullo & Deshun Shi & G, 2022. "The microbiome of the buffalo digestive tract," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    24. 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.

    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:nature:v:562:y:2018:i:7728:d:10.1038_s41586-018-0617-x. 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.

    We have no bibliographic references for this item. You can help adding them by using 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.