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Multi-omic interactions in the gut of children at the onset of islet autoimmunity
BACKGROUND: The gastrointestinal ecosystem is a highly complex environment with a profound influence on human health. Inflammation in the gut, linked to an altered gut microbiome, has been associated with the development of multiple human conditions including type 1 diabetes (T1D). Viruses infecting...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9756488/ https://www.ncbi.nlm.nih.gov/pubmed/36527134 http://dx.doi.org/10.1186/s40168-022-01425-6 |
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author | Gavin, Patrick G. Kim, Ki Wook Craig, Maria E. Hill, Michelle M. Hamilton-Williams, Emma E. |
author_facet | Gavin, Patrick G. Kim, Ki Wook Craig, Maria E. Hill, Michelle M. Hamilton-Williams, Emma E. |
author_sort | Gavin, Patrick G. |
collection | PubMed |
description | BACKGROUND: The gastrointestinal ecosystem is a highly complex environment with a profound influence on human health. Inflammation in the gut, linked to an altered gut microbiome, has been associated with the development of multiple human conditions including type 1 diabetes (T1D). Viruses infecting the gastrointestinal tract, especially enteroviruses, are also thought to play an important role in T1D pathogenesis possibly via overlapping mechanisms. However, it is not known whether the microbiome and virome act together or which risk factor may be of greater importance at the time when islet autoimmunity is initiated. RESULTS: Here, we apply an integrative approach to combine comprehensive fecal virome, microbiome, and metaproteome data sampled before and at the onset of islet autoimmunity in 40 children at increased risk of T1D. We show strong age-related effects, with microbial and metaproteome diversity increasing with age while host antibody number and abundance declined with age. Mastadenovirus, which has been associated with a reduced risk of T1D, was associated with profound changes in the metaproteome indicating a functional shift in the microbiota. Multi-omic factor analysis modeling revealed a cluster of proteins associated with carbohydrate transport from the genus Faecalibacterium were associated with islet autoimmunity. CONCLUSIONS: These findings demonstrate the interrelatedness of the gut microbiota, metaproteome and virome in young children. We show a functional remodeling of the gut microbiota accompanies both islet autoimmunity and viral infection with a switch in function in Faecalibacterium occurring at the onset of islet autoimmunity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-022-01425-6. |
format | Online Article Text |
id | pubmed-9756488 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97564882022-12-17 Multi-omic interactions in the gut of children at the onset of islet autoimmunity Gavin, Patrick G. Kim, Ki Wook Craig, Maria E. Hill, Michelle M. Hamilton-Williams, Emma E. Microbiome Research BACKGROUND: The gastrointestinal ecosystem is a highly complex environment with a profound influence on human health. Inflammation in the gut, linked to an altered gut microbiome, has been associated with the development of multiple human conditions including type 1 diabetes (T1D). Viruses infecting the gastrointestinal tract, especially enteroviruses, are also thought to play an important role in T1D pathogenesis possibly via overlapping mechanisms. However, it is not known whether the microbiome and virome act together or which risk factor may be of greater importance at the time when islet autoimmunity is initiated. RESULTS: Here, we apply an integrative approach to combine comprehensive fecal virome, microbiome, and metaproteome data sampled before and at the onset of islet autoimmunity in 40 children at increased risk of T1D. We show strong age-related effects, with microbial and metaproteome diversity increasing with age while host antibody number and abundance declined with age. Mastadenovirus, which has been associated with a reduced risk of T1D, was associated with profound changes in the metaproteome indicating a functional shift in the microbiota. Multi-omic factor analysis modeling revealed a cluster of proteins associated with carbohydrate transport from the genus Faecalibacterium were associated with islet autoimmunity. CONCLUSIONS: These findings demonstrate the interrelatedness of the gut microbiota, metaproteome and virome in young children. We show a functional remodeling of the gut microbiota accompanies both islet autoimmunity and viral infection with a switch in function in Faecalibacterium occurring at the onset of islet autoimmunity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-022-01425-6. BioMed Central 2022-12-16 /pmc/articles/PMC9756488/ /pubmed/36527134 http://dx.doi.org/10.1186/s40168-022-01425-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Gavin, Patrick G. Kim, Ki Wook Craig, Maria E. Hill, Michelle M. Hamilton-Williams, Emma E. Multi-omic interactions in the gut of children at the onset of islet autoimmunity |
title | Multi-omic interactions in the gut of children at the onset of islet autoimmunity |
title_full | Multi-omic interactions in the gut of children at the onset of islet autoimmunity |
title_fullStr | Multi-omic interactions in the gut of children at the onset of islet autoimmunity |
title_full_unstemmed | Multi-omic interactions in the gut of children at the onset of islet autoimmunity |
title_short | Multi-omic interactions in the gut of children at the onset of islet autoimmunity |
title_sort | multi-omic interactions in the gut of children at the onset of islet autoimmunity |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9756488/ https://www.ncbi.nlm.nih.gov/pubmed/36527134 http://dx.doi.org/10.1186/s40168-022-01425-6 |
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