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The human gut microbiome in early-onset type 1 diabetes from the TEDDY study

Author

Listed:
  • Tommi Vatanen

    (Broad Institute of MIT and Harvard)

  • Eric A. Franzosa

    (Broad Institute of MIT and Harvard
    Harvard T. H. Chan School of Public Health)

  • Randall Schwager

    (Harvard T. H. Chan School of Public Health)

  • Surya Tripathi

    (Broad Institute of MIT and Harvard)

  • Timothy D. Arthur

    (Broad Institute of MIT and Harvard)

  • Kendra Vehik

    (University of South Florida)

  • Åke Lernmark

    (Skåne University Hospital SUS)

  • William A. Hagopian

    (Pacific Northwest Research Institute)

  • Marian J. Rewers

    (University of Colorado)

  • Jin-Xiong She

    (Augusta University)

  • Jorma Toppari

    (Turku University Hospital
    University of Turku)

  • Anette-G. Ziegler

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

  • Beena Akolkar

    (National Institute of Diabetes & Digestive & Kidney Diseases)

  • Jeffrey P. Krischer

    (University of South Florida)

  • Christopher J. Stewart

    (Baylor College of Medicine
    Newcastle University)

  • Nadim J. Ajami

    (Baylor College of Medicine)

  • Joseph F. Petrosino

    (Baylor College of Medicine)

  • Dirk Gevers

    (Broad Institute of MIT and Harvard
    Janssen Research and Development)

  • Harri Lähdesmäki

    (Aalto University)

  • Hera Vlamakis

    (Broad Institute of MIT and Harvard)

  • Curtis Huttenhower

    (Broad Institute of MIT and Harvard
    Harvard T. H. Chan School of Public Health)

  • Ramnik J. Xavier

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital and Harvard Medical School
    Center for Microbiome Informatics and Therapeutics, MIT)

Abstract

Type 1 diabetes (T1D) is an autoimmune disease that targets pancreatic islet beta cells and incorporates genetic and environmental factors1, including complex genetic elements2, patient exposures3 and the gut microbiome4. Viral infections5 and broader gut dysbioses6 have been identified as potential causes or contributing factors; however, human studies have not yet identified microbial compositional or functional triggers that are predictive of islet autoimmunity or T1D. Here we analyse 10,913 metagenomes in stool samples from 783 mostly white, non-Hispanic children. The samples were collected monthly from three months of age until the clinical end point (islet autoimmunity or T1D) in the The Environmental Determinants of Diabetes in the Young (TEDDY) study, to characterize the natural history of the early gut microbiome in connection to islet autoimmunity, T1D diagnosis, and other common early life events such as antibiotic treatments and probiotics. The microbiomes of control children contained more genes that were related to fermentation and the biosynthesis of short-chain fatty acids, but these were not consistently associated with particular taxa across geographically diverse clinical centres, suggesting that microbial factors associated with T1D are taxonomically diffuse but functionally more coherent. When we investigated the broader establishment and development of the infant microbiome, both taxonomic and functional profiles were dynamic and highly individualized, and dominated in the first year of life by one of three largely exclusive Bifidobacterium species (B. bifidum, B. breve or B. longum) or by the phylum Proteobacteria. In particular, the strain-specific carriage of genes for the utilization of human milk oligosaccharide within a subset of B. longum was present specifically in breast-fed infants. These analyses of TEDDY gut metagenomes provide, to our knowledge, the largest and most detailed longitudinal functional profile of the developing gut microbiome in relation to islet autoimmunity, T1D and other early childhood events. Together with existing evidence from human cohorts7,8 and a T1D mouse model9, these data support the protective effects of short-chain fatty acids in early-onset human T1D.

Suggested Citation

  • Tommi Vatanen & Eric A. Franzosa & Randall Schwager & Surya Tripathi & Timothy D. Arthur & Kendra Vehik & Åke Lernmark & William A. Hagopian & Marian J. Rewers & Jin-Xiong She & Jorma Toppari & Anette, 2018. "The human gut microbiome in early-onset type 1 diabetes from the TEDDY study," Nature, Nature, vol. 562(7728), pages 589-594, October.
  • Handle: RePEc:nat:nature:v:562:y:2018:i:7728:d:10.1038_s41586-018-0620-2
    DOI: 10.1038/s41586-018-0620-2
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    Citations

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    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. Xiaoxiao Yuan & Ruirui Wang & Bing Han & ChengJun Sun & Ruimin Chen & Haiyan Wei & Linqi Chen & Hongwei Du & Guimei Li & Yu Yang & Xiaojuan Chen & Lanwei Cui & Zhenran Xu & Junfen Fu & Jin Wu & Wei Gu, 2022. "Functional and metabolic alterations of gut microbiota in children with new-onset type 1 diabetes," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    3. Bin Zhu & David J. Edwards & Katherine M. Spaine & Laahirie Edupuganti & Andrey Matveyev & Myrna G. Serrano & Gregory A. Buck, 2024. "The association of maternal factors with the neonatal microbiota and health," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    4. 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.
    5. Hannah E. Laue & Yike Shen & Tessa R. Bloomquist & Haotian Wu & Kasey J. M. Brennan & Raphael Cassoulet & Erin Wilkie & Virginie Gillet & Anne-Sandrine Desautels & Nadia Abdelouahab & Jean Philippe Be, 2022. "In Utero Exposure to Caffeine and Acetaminophen, the Gut Microbiome, and Neurodevelopmental Outcomes: A Prospective Birth Cohort Study," IJERPH, MDPI, vol. 19(15), pages 1-14, July.
    6. 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.
    7. Barbara B. Warner & Bruce A. Rosa & I. Malick Ndao & Phillip I. Tarr & J. Philip Miller & Sarah K. England & Joan L. Luby & Cynthia E. Rogers & Carla Hall-Moore & Renay E. Bryant & Jacqueline D. Wang , 2023. "Social and psychological adversity are associated with distinct mother and infant gut microbiome variations," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    8. David Martino & Rym Ben-Othman & Danny Harbeson & Anthony Bosco, 2019. "Multiomics and Systems Biology Are Needed to Unravel the Complex Origins of Chronic Disease," Challenges, MDPI, vol. 10(1), pages 1-9, March.
    9. 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.
    10. 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.
    11. Marta Reyman & Marlies A. Houten & Rebecca L. Watson & Mei Ling J. N. Chu & Kayleigh Arp & Wouter J. Waal & Irene Schiering & Frans B. Plötz & Rob J. L. Willems & Willem Schaik & Elisabeth A. M. Sande, 2022. "Effects of early-life antibiotics on the developing infant gut microbiome and resistome: a randomized trial," Nature Communications, Nature, vol. 13(1), pages 1-12, December.

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