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Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome
The human gut microbiome harbors a diverse array of metabolic pathways contributing to its development and homeostasis via a complex web of diet-dependent metabolic interactions within the microbial community and host. Genomics-based reconstruction and predictive modeling of these interactions would...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6593275/ https://www.ncbi.nlm.nih.gov/pubmed/31275260 http://dx.doi.org/10.3389/fmicb.2019.01316 |
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author | Rodionov, Dmitry A. Arzamasov, Aleksandr A. Khoroshkin, Matvei S. Iablokov, Stanislav N. Leyn, Semen A. Peterson, Scott N. Novichkov, Pavel S. Osterman, Andrei L. |
author_facet | Rodionov, Dmitry A. Arzamasov, Aleksandr A. Khoroshkin, Matvei S. Iablokov, Stanislav N. Leyn, Semen A. Peterson, Scott N. Novichkov, Pavel S. Osterman, Andrei L. |
author_sort | Rodionov, Dmitry A. |
collection | PubMed |
description | The human gut microbiome harbors a diverse array of metabolic pathways contributing to its development and homeostasis via a complex web of diet-dependent metabolic interactions within the microbial community and host. Genomics-based reconstruction and predictive modeling of these interactions would provide a framework for diagnostics and treatment of dysbiosis-related syndromes via rational selection of therapeutic prebiotics and dietary nutrients. Of particular interest are micronutrients, such as B-group vitamins, precursors of indispensable metabolic cofactors, that are produced de novo by some gut bacteria (prototrophs) but must be provided exogenously in the diet for many other bacterial species (auxotrophs) as well as for the mammalian host. Cross-feeding of B vitamins between prototrophic and auxotrophic species is expected to strongly contribute to the homeostasis of microbial communities in the distal gut given the efficient absorption of dietary vitamins in the upper gastrointestinal tract. To confidently estimate the balance of microbiome micronutrient biosynthetic capabilities and requirements using available genomic data, we have performed a subsystems-based reconstruction of biogenesis, salvage and uptake for eight B vitamins (B1, B2, B3, B5, B6, B7, B9, and B12) and queuosine (essential factor in tRNA modification) over a reference set of 2,228 bacterial genomes representing 690 cultured species of the human gastrointestinal microbiota. This allowed us to classify the studied organisms with respect to their pathway variants and infer their prototrophic vs. auxotrophic phenotypes. In addition to canonical vitamin pathways, several conserved partial pathways were identified pointing to alternative routes of syntrophic metabolism and expanding a microbial vitamin “menu” by several pathway intermediates (vitamers) such as thiazole, quinolinate, dethiobiotin, pantoate. A cross-species comparison was applied to assess the extent of conservation of vitamin phenotypes at distinct taxonomic levels (from strains to families). The obtained reference collection combined with 16S rRNA gene-based phylogenetic profiles was used to deduce phenotype profiles of the human gut microbiota across in two large cohorts. This analysis provided the first estimate of B-vitamin requirements, production and sharing capabilities in the human gut microbiome establishing predictive phenotype profiling as a new approach to classification of microbiome samples. Future expansion of our reference genomic collection of metabolic phenotypes will allow further improvement in coverage and accuracy of predictive phenotype profiling of the human microbiome. |
format | Online Article Text |
id | pubmed-6593275 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65932752019-07-03 Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome Rodionov, Dmitry A. Arzamasov, Aleksandr A. Khoroshkin, Matvei S. Iablokov, Stanislav N. Leyn, Semen A. Peterson, Scott N. Novichkov, Pavel S. Osterman, Andrei L. Front Microbiol Microbiology The human gut microbiome harbors a diverse array of metabolic pathways contributing to its development and homeostasis via a complex web of diet-dependent metabolic interactions within the microbial community and host. Genomics-based reconstruction and predictive modeling of these interactions would provide a framework for diagnostics and treatment of dysbiosis-related syndromes via rational selection of therapeutic prebiotics and dietary nutrients. Of particular interest are micronutrients, such as B-group vitamins, precursors of indispensable metabolic cofactors, that are produced de novo by some gut bacteria (prototrophs) but must be provided exogenously in the diet for many other bacterial species (auxotrophs) as well as for the mammalian host. Cross-feeding of B vitamins between prototrophic and auxotrophic species is expected to strongly contribute to the homeostasis of microbial communities in the distal gut given the efficient absorption of dietary vitamins in the upper gastrointestinal tract. To confidently estimate the balance of microbiome micronutrient biosynthetic capabilities and requirements using available genomic data, we have performed a subsystems-based reconstruction of biogenesis, salvage and uptake for eight B vitamins (B1, B2, B3, B5, B6, B7, B9, and B12) and queuosine (essential factor in tRNA modification) over a reference set of 2,228 bacterial genomes representing 690 cultured species of the human gastrointestinal microbiota. This allowed us to classify the studied organisms with respect to their pathway variants and infer their prototrophic vs. auxotrophic phenotypes. In addition to canonical vitamin pathways, several conserved partial pathways were identified pointing to alternative routes of syntrophic metabolism and expanding a microbial vitamin “menu” by several pathway intermediates (vitamers) such as thiazole, quinolinate, dethiobiotin, pantoate. A cross-species comparison was applied to assess the extent of conservation of vitamin phenotypes at distinct taxonomic levels (from strains to families). The obtained reference collection combined with 16S rRNA gene-based phylogenetic profiles was used to deduce phenotype profiles of the human gut microbiota across in two large cohorts. This analysis provided the first estimate of B-vitamin requirements, production and sharing capabilities in the human gut microbiome establishing predictive phenotype profiling as a new approach to classification of microbiome samples. Future expansion of our reference genomic collection of metabolic phenotypes will allow further improvement in coverage and accuracy of predictive phenotype profiling of the human microbiome. Frontiers Media S.A. 2019-06-12 /pmc/articles/PMC6593275/ /pubmed/31275260 http://dx.doi.org/10.3389/fmicb.2019.01316 Text en Copyright © 2019 Rodionov, Arzamasov, Khoroshkin, Iablokov, Leyn, Peterson, Novichkov and Osterman. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Rodionov, Dmitry A. Arzamasov, Aleksandr A. Khoroshkin, Matvei S. Iablokov, Stanislav N. Leyn, Semen A. Peterson, Scott N. Novichkov, Pavel S. Osterman, Andrei L. Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome |
title | Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome |
title_full | Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome |
title_fullStr | Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome |
title_full_unstemmed | Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome |
title_short | Micronutrient Requirements and Sharing Capabilities of the Human Gut Microbiome |
title_sort | micronutrient requirements and sharing capabilities of the human gut microbiome |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6593275/ https://www.ncbi.nlm.nih.gov/pubmed/31275260 http://dx.doi.org/10.3389/fmicb.2019.01316 |
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