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Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences
BACKGROUND: Infants with cystic fibrosis (CF) suffer from gastrointestinal (GI) complications, including pancreatic insufficiency and intestinal inflammation, which have been associated with impaired nutrition and growth. Recent evidence identified altered fecal microbiota taxonomic compositions in...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8444586/ https://www.ncbi.nlm.nih.gov/pubmed/34525965 http://dx.doi.org/10.1186/s12866-021-02305-z |
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author | Eng, Alexander Hayden, Hillary S. Pope, Christopher E. Brittnacher, Mitchell J. Vo, Anh T. Weiss, Eli J. Hager, Kyle R. Leung, Daniel H. Heltshe, Sonya L. Raftery, Daniel Miller, Samuel I. Hoffman, Lucas R. Borenstein, Elhanan |
author_facet | Eng, Alexander Hayden, Hillary S. Pope, Christopher E. Brittnacher, Mitchell J. Vo, Anh T. Weiss, Eli J. Hager, Kyle R. Leung, Daniel H. Heltshe, Sonya L. Raftery, Daniel Miller, Samuel I. Hoffman, Lucas R. Borenstein, Elhanan |
author_sort | Eng, Alexander |
collection | PubMed |
description | BACKGROUND: Infants with cystic fibrosis (CF) suffer from gastrointestinal (GI) complications, including pancreatic insufficiency and intestinal inflammation, which have been associated with impaired nutrition and growth. Recent evidence identified altered fecal microbiota taxonomic compositions in infants with CF relative to healthy infants that were characterized by differences in the abundances of taxa associated with GI health and nutrition. Furthermore, these taxonomic differences were more pronounced in low length infants with CF, suggesting a potential link to linear growth failure. We hypothesized that these differences would entail shifts in the microbiome’s functional capacities that could contribute to inflammation and nutritional failure in infants with CF. RESULTS: To test this hypothesis, we compared fecal microbial metagenomic content between healthy infants and infants with CF, supplemented with an analysis of fecal metabolomes in infants with CF. We identified notable differences in CF fecal microbial functional capacities, including metabolic and environmental response functions, compared to healthy infants that intensified during the first year of life. A machine learning-based longitudinal metagenomic age analysis of healthy and CF fecal metagenomic functional profiles further demonstrated that these differences are characterized by a CF-associated delay in the development of these functional capacities. Moreover, we found metagenomic differences in functions related to metabolism among infants with CF that were associated with diet and antibiotic exposure, and identified several taxa as potential drivers of these functional differences. An integrated metagenomic and metabolomic analysis further revealed that abundances of several fecal GI metabolites important for nutrient absorption, including three bile acids, correlated with specific microbes in infants with CF. CONCLUSIONS: Our results highlight several metagenomic and metabolomic factors, including bile acids and other microbial metabolites, that may impact nutrition, growth, and GI health in infants with CF. These factors could serve as promising avenues for novel microbiome-based therapeutics to improve health outcomes in these infants. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-021-02305-z. |
format | Online Article Text |
id | pubmed-8444586 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84445862021-09-17 Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences Eng, Alexander Hayden, Hillary S. Pope, Christopher E. Brittnacher, Mitchell J. Vo, Anh T. Weiss, Eli J. Hager, Kyle R. Leung, Daniel H. Heltshe, Sonya L. Raftery, Daniel Miller, Samuel I. Hoffman, Lucas R. Borenstein, Elhanan BMC Microbiol Research Article BACKGROUND: Infants with cystic fibrosis (CF) suffer from gastrointestinal (GI) complications, including pancreatic insufficiency and intestinal inflammation, which have been associated with impaired nutrition and growth. Recent evidence identified altered fecal microbiota taxonomic compositions in infants with CF relative to healthy infants that were characterized by differences in the abundances of taxa associated with GI health and nutrition. Furthermore, these taxonomic differences were more pronounced in low length infants with CF, suggesting a potential link to linear growth failure. We hypothesized that these differences would entail shifts in the microbiome’s functional capacities that could contribute to inflammation and nutritional failure in infants with CF. RESULTS: To test this hypothesis, we compared fecal microbial metagenomic content between healthy infants and infants with CF, supplemented with an analysis of fecal metabolomes in infants with CF. We identified notable differences in CF fecal microbial functional capacities, including metabolic and environmental response functions, compared to healthy infants that intensified during the first year of life. A machine learning-based longitudinal metagenomic age analysis of healthy and CF fecal metagenomic functional profiles further demonstrated that these differences are characterized by a CF-associated delay in the development of these functional capacities. Moreover, we found metagenomic differences in functions related to metabolism among infants with CF that were associated with diet and antibiotic exposure, and identified several taxa as potential drivers of these functional differences. An integrated metagenomic and metabolomic analysis further revealed that abundances of several fecal GI metabolites important for nutrient absorption, including three bile acids, correlated with specific microbes in infants with CF. CONCLUSIONS: Our results highlight several metagenomic and metabolomic factors, including bile acids and other microbial metabolites, that may impact nutrition, growth, and GI health in infants with CF. These factors could serve as promising avenues for novel microbiome-based therapeutics to improve health outcomes in these infants. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-021-02305-z. BioMed Central 2021-09-15 /pmc/articles/PMC8444586/ /pubmed/34525965 http://dx.doi.org/10.1186/s12866-021-02305-z Text en © The Author(s) 2021 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 Article Eng, Alexander Hayden, Hillary S. Pope, Christopher E. Brittnacher, Mitchell J. Vo, Anh T. Weiss, Eli J. Hager, Kyle R. Leung, Daniel H. Heltshe, Sonya L. Raftery, Daniel Miller, Samuel I. Hoffman, Lucas R. Borenstein, Elhanan Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences |
title | Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences |
title_full | Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences |
title_fullStr | Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences |
title_full_unstemmed | Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences |
title_short | Infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences |
title_sort | infants with cystic fibrosis have altered fecal functional capacities with potential clinical and metabolic consequences |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8444586/ https://www.ncbi.nlm.nih.gov/pubmed/34525965 http://dx.doi.org/10.1186/s12866-021-02305-z |
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