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An extended reconstruction of human gut microbiota metabolism of dietary compounds
Understanding how diet and gut microbiota interact in the context of human health is a key question in personalized nutrition. Genome-scale metabolic networks and constraint-based modeling approaches are promising to systematically address this complex problem. However, when applied to nutritional q...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8342455/ https://www.ncbi.nlm.nih.gov/pubmed/34354065 http://dx.doi.org/10.1038/s41467-021-25056-x |
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author | Blasco, Telmo Pérez-Burillo, Sergio Balzerani, Francesco Hinojosa-Nogueira, Daniel Lerma-Aguilera, Alberto Pastoriza, Silvia Cendoya, Xabier Rubio, Ángel Gosalbes, María José Jiménez-Hernández, Nuria Pilar Francino, M. Apaolaza, Iñigo Rufián-Henares, José Ángel Planes, Francisco J. |
author_facet | Blasco, Telmo Pérez-Burillo, Sergio Balzerani, Francesco Hinojosa-Nogueira, Daniel Lerma-Aguilera, Alberto Pastoriza, Silvia Cendoya, Xabier Rubio, Ángel Gosalbes, María José Jiménez-Hernández, Nuria Pilar Francino, M. Apaolaza, Iñigo Rufián-Henares, José Ángel Planes, Francisco J. |
author_sort | Blasco, Telmo |
collection | PubMed |
description | Understanding how diet and gut microbiota interact in the context of human health is a key question in personalized nutrition. Genome-scale metabolic networks and constraint-based modeling approaches are promising to systematically address this complex problem. However, when applied to nutritional questions, a major issue in existing reconstructions is the limited information about compounds in the diet that are metabolized by the gut microbiota. Here, we present AGREDA, an extended reconstruction of diet metabolism in the human gut microbiota. AGREDA adds the degradation pathways of 209 compounds present in the human diet, mainly phenolic compounds, a family of metabolites highly relevant for human health and nutrition. We show that AGREDA outperforms existing reconstructions in predicting diet-specific output metabolites from the gut microbiota. Using 16S rRNA gene sequencing data of faecal samples from Spanish children representing different clinical conditions, we illustrate the potential of AGREDA to establish relevant metabolic interactions between diet and gut microbiota. |
format | Online Article Text |
id | pubmed-8342455 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83424552021-08-20 An extended reconstruction of human gut microbiota metabolism of dietary compounds Blasco, Telmo Pérez-Burillo, Sergio Balzerani, Francesco Hinojosa-Nogueira, Daniel Lerma-Aguilera, Alberto Pastoriza, Silvia Cendoya, Xabier Rubio, Ángel Gosalbes, María José Jiménez-Hernández, Nuria Pilar Francino, M. Apaolaza, Iñigo Rufián-Henares, José Ángel Planes, Francisco J. Nat Commun Article Understanding how diet and gut microbiota interact in the context of human health is a key question in personalized nutrition. Genome-scale metabolic networks and constraint-based modeling approaches are promising to systematically address this complex problem. However, when applied to nutritional questions, a major issue in existing reconstructions is the limited information about compounds in the diet that are metabolized by the gut microbiota. Here, we present AGREDA, an extended reconstruction of diet metabolism in the human gut microbiota. AGREDA adds the degradation pathways of 209 compounds present in the human diet, mainly phenolic compounds, a family of metabolites highly relevant for human health and nutrition. We show that AGREDA outperforms existing reconstructions in predicting diet-specific output metabolites from the gut microbiota. Using 16S rRNA gene sequencing data of faecal samples from Spanish children representing different clinical conditions, we illustrate the potential of AGREDA to establish relevant metabolic interactions between diet and gut microbiota. Nature Publishing Group UK 2021-08-05 /pmc/articles/PMC8342455/ /pubmed/34354065 http://dx.doi.org/10.1038/s41467-021-25056-x Text en © The Author(s) 2021 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 Blasco, Telmo Pérez-Burillo, Sergio Balzerani, Francesco Hinojosa-Nogueira, Daniel Lerma-Aguilera, Alberto Pastoriza, Silvia Cendoya, Xabier Rubio, Ángel Gosalbes, María José Jiménez-Hernández, Nuria Pilar Francino, M. Apaolaza, Iñigo Rufián-Henares, José Ángel Planes, Francisco J. An extended reconstruction of human gut microbiota metabolism of dietary compounds |
title | An extended reconstruction of human gut microbiota metabolism of dietary compounds |
title_full | An extended reconstruction of human gut microbiota metabolism of dietary compounds |
title_fullStr | An extended reconstruction of human gut microbiota metabolism of dietary compounds |
title_full_unstemmed | An extended reconstruction of human gut microbiota metabolism of dietary compounds |
title_short | An extended reconstruction of human gut microbiota metabolism of dietary compounds |
title_sort | extended reconstruction of human gut microbiota metabolism of dietary compounds |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8342455/ https://www.ncbi.nlm.nih.gov/pubmed/34354065 http://dx.doi.org/10.1038/s41467-021-25056-x |
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