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The gut microbiome and early-life growth in a population with high prevalence of stunting
Stunting affects one-in-five children globally and is associated with greater infectious morbidity, mortality and neurodevelopmental deficits. Recent evidence suggests that the early-life gut microbiome affects child growth through immune, metabolic and endocrine pathways. Using whole metagenomic se...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929340/ https://www.ncbi.nlm.nih.gov/pubmed/36788215 http://dx.doi.org/10.1038/s41467-023-36135-6 |
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author | Robertson, Ruairi C. Edens, Thaddeus J. Carr, Lynnea Mutasa, Kuda Gough, Ethan K. Evans, Ceri Geum, Hyun Min Baharmand, Iman Gill, Sandeep K. Ntozini, Robert Smith, Laura E. Chasekwa, Bernard Majo, Florence D. Tavengwa, Naume V. Mutasa, Batsirai Francis, Freddy Tome, Joice Stoltzfus, Rebecca J. Humphrey, Jean H. Prendergast, Andrew J. Manges, Amee R. |
author_facet | Robertson, Ruairi C. Edens, Thaddeus J. Carr, Lynnea Mutasa, Kuda Gough, Ethan K. Evans, Ceri Geum, Hyun Min Baharmand, Iman Gill, Sandeep K. Ntozini, Robert Smith, Laura E. Chasekwa, Bernard Majo, Florence D. Tavengwa, Naume V. Mutasa, Batsirai Francis, Freddy Tome, Joice Stoltzfus, Rebecca J. Humphrey, Jean H. Prendergast, Andrew J. Manges, Amee R. |
author_sort | Robertson, Ruairi C. |
collection | PubMed |
description | Stunting affects one-in-five children globally and is associated with greater infectious morbidity, mortality and neurodevelopmental deficits. Recent evidence suggests that the early-life gut microbiome affects child growth through immune, metabolic and endocrine pathways. Using whole metagenomic sequencing, we map the assembly of the gut microbiome in 335 children from rural Zimbabwe from 1–18 months of age who were enrolled in the Sanitation, Hygiene, Infant Nutrition Efficacy Trial (SHINE; NCT01824940), a randomized trial of improved water, sanitation and hygiene (WASH) and infant and young child feeding (IYCF). Here, we show that the early-life gut microbiome undergoes programmed assembly that is unresponsive to the randomized interventions intended to improve linear growth. However, maternal HIV infection is associated with over-diversification and over-maturity of the early-life gut microbiome in their uninfected children, in addition to reduced abundance of Bifidobacterium species. Using machine learning models (XGBoost), we show that taxonomic microbiome features are poorly predictive of child growth, however functional metagenomic features, particularly B-vitamin and nucleotide biosynthesis pathways, moderately predict both attained linear and ponderal growth and growth velocity. New approaches targeting the gut microbiome in early childhood may complement efforts to combat child undernutrition. |
format | Online Article Text |
id | pubmed-9929340 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99293402023-02-16 The gut microbiome and early-life growth in a population with high prevalence of stunting Robertson, Ruairi C. Edens, Thaddeus J. Carr, Lynnea Mutasa, Kuda Gough, Ethan K. Evans, Ceri Geum, Hyun Min Baharmand, Iman Gill, Sandeep K. Ntozini, Robert Smith, Laura E. Chasekwa, Bernard Majo, Florence D. Tavengwa, Naume V. Mutasa, Batsirai Francis, Freddy Tome, Joice Stoltzfus, Rebecca J. Humphrey, Jean H. Prendergast, Andrew J. Manges, Amee R. Nat Commun Article Stunting affects one-in-five children globally and is associated with greater infectious morbidity, mortality and neurodevelopmental deficits. Recent evidence suggests that the early-life gut microbiome affects child growth through immune, metabolic and endocrine pathways. Using whole metagenomic sequencing, we map the assembly of the gut microbiome in 335 children from rural Zimbabwe from 1–18 months of age who were enrolled in the Sanitation, Hygiene, Infant Nutrition Efficacy Trial (SHINE; NCT01824940), a randomized trial of improved water, sanitation and hygiene (WASH) and infant and young child feeding (IYCF). Here, we show that the early-life gut microbiome undergoes programmed assembly that is unresponsive to the randomized interventions intended to improve linear growth. However, maternal HIV infection is associated with over-diversification and over-maturity of the early-life gut microbiome in their uninfected children, in addition to reduced abundance of Bifidobacterium species. Using machine learning models (XGBoost), we show that taxonomic microbiome features are poorly predictive of child growth, however functional metagenomic features, particularly B-vitamin and nucleotide biosynthesis pathways, moderately predict both attained linear and ponderal growth and growth velocity. New approaches targeting the gut microbiome in early childhood may complement efforts to combat child undernutrition. Nature Publishing Group UK 2023-02-14 /pmc/articles/PMC9929340/ /pubmed/36788215 http://dx.doi.org/10.1038/s41467-023-36135-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Robertson, Ruairi C. Edens, Thaddeus J. Carr, Lynnea Mutasa, Kuda Gough, Ethan K. Evans, Ceri Geum, Hyun Min Baharmand, Iman Gill, Sandeep K. Ntozini, Robert Smith, Laura E. Chasekwa, Bernard Majo, Florence D. Tavengwa, Naume V. Mutasa, Batsirai Francis, Freddy Tome, Joice Stoltzfus, Rebecca J. Humphrey, Jean H. Prendergast, Andrew J. Manges, Amee R. The gut microbiome and early-life growth in a population with high prevalence of stunting |
title | The gut microbiome and early-life growth in a population with high prevalence of stunting |
title_full | The gut microbiome and early-life growth in a population with high prevalence of stunting |
title_fullStr | The gut microbiome and early-life growth in a population with high prevalence of stunting |
title_full_unstemmed | The gut microbiome and early-life growth in a population with high prevalence of stunting |
title_short | The gut microbiome and early-life growth in a population with high prevalence of stunting |
title_sort | gut microbiome and early-life growth in a population with high prevalence of stunting |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929340/ https://www.ncbi.nlm.nih.gov/pubmed/36788215 http://dx.doi.org/10.1038/s41467-023-36135-6 |
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