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The importance of age in compositional and functional profiling of the human intestinal microbiome
The intestinal microbiome plays a central role in human health and disease. While its composition is relatively stable throughout adulthood, the microbial balance starts to decrease in later life stages. Thus, in order to maintain a good quality of life, including the prevention of age-associated di...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523055/ https://www.ncbi.nlm.nih.gov/pubmed/34662347 http://dx.doi.org/10.1371/journal.pone.0258505 |
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author | Herzog, Elio L. Wäfler, Melania Keller, Irene Wolf, Sebastian Zinkernagel, Martin S. Zysset-Burri, Denise C. |
author_facet | Herzog, Elio L. Wäfler, Melania Keller, Irene Wolf, Sebastian Zinkernagel, Martin S. Zysset-Burri, Denise C. |
author_sort | Herzog, Elio L. |
collection | PubMed |
description | The intestinal microbiome plays a central role in human health and disease. While its composition is relatively stable throughout adulthood, the microbial balance starts to decrease in later life stages. Thus, in order to maintain a good quality of life, including the prevention of age-associated diseases in the elderly, it is important to understand the dynamics of the intestinal microbiome. In this study, stool samples of 278 participants were sequenced by whole metagenome shotgun sequencing and their taxonomic and functional profiles characterized. The two age groups, below65 and above65, could be separated based on taxonomic and associated functional features using Multivariate Association of Linear Models. In a second approach, through machine learning, biomarkers connecting the intestinal microbiome with age were identified. These results reflect the importance to select age-matched study groups for unbiased metagenomic data analysis and the possibility to generate robust data by applying independent algorithms for data analysis. Furthermore, since the intestinal microbiome can be modulated by antibiotics and probiotics, the data of this study may have implications on preventive strategies of age-associated degradation processes and diseases by microbiome-altering interventions. |
format | Online Article Text |
id | pubmed-8523055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-85230552021-10-19 The importance of age in compositional and functional profiling of the human intestinal microbiome Herzog, Elio L. Wäfler, Melania Keller, Irene Wolf, Sebastian Zinkernagel, Martin S. Zysset-Burri, Denise C. PLoS One Research Article The intestinal microbiome plays a central role in human health and disease. While its composition is relatively stable throughout adulthood, the microbial balance starts to decrease in later life stages. Thus, in order to maintain a good quality of life, including the prevention of age-associated diseases in the elderly, it is important to understand the dynamics of the intestinal microbiome. In this study, stool samples of 278 participants were sequenced by whole metagenome shotgun sequencing and their taxonomic and functional profiles characterized. The two age groups, below65 and above65, could be separated based on taxonomic and associated functional features using Multivariate Association of Linear Models. In a second approach, through machine learning, biomarkers connecting the intestinal microbiome with age were identified. These results reflect the importance to select age-matched study groups for unbiased metagenomic data analysis and the possibility to generate robust data by applying independent algorithms for data analysis. Furthermore, since the intestinal microbiome can be modulated by antibiotics and probiotics, the data of this study may have implications on preventive strategies of age-associated degradation processes and diseases by microbiome-altering interventions. Public Library of Science 2021-10-18 /pmc/articles/PMC8523055/ /pubmed/34662347 http://dx.doi.org/10.1371/journal.pone.0258505 Text en © 2021 Herzog et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Herzog, Elio L. Wäfler, Melania Keller, Irene Wolf, Sebastian Zinkernagel, Martin S. Zysset-Burri, Denise C. The importance of age in compositional and functional profiling of the human intestinal microbiome |
title | The importance of age in compositional and functional profiling of the human intestinal microbiome |
title_full | The importance of age in compositional and functional profiling of the human intestinal microbiome |
title_fullStr | The importance of age in compositional and functional profiling of the human intestinal microbiome |
title_full_unstemmed | The importance of age in compositional and functional profiling of the human intestinal microbiome |
title_short | The importance of age in compositional and functional profiling of the human intestinal microbiome |
title_sort | importance of age in compositional and functional profiling of the human intestinal microbiome |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523055/ https://www.ncbi.nlm.nih.gov/pubmed/34662347 http://dx.doi.org/10.1371/journal.pone.0258505 |
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