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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
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    10. 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.
    11. 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.
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    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
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    19. 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.
    20. 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.
    21. 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.
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