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Culture-enriched human gut microbiomes reveal core and accessory resistance genes
BACKGROUND: Low-abundance microorganisms of the gut microbiome are often referred to as a reservoir for antibiotic resistance genes. Unfortunately, these less-abundant bacteria can be overlooked by deep shotgun sequencing. In addition, it is a challenge to associate the presence of resistance genes...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6451232/ https://www.ncbi.nlm.nih.gov/pubmed/30953542 http://dx.doi.org/10.1186/s40168-019-0669-7 |
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author | Raymond, Frédéric Boissinot, Maurice Ouameur, Amin Ahmed Déraspe, Maxime Plante, Pier-Luc Kpanou, Sewagnouin Rogia Bérubé, Ève Huletsky, Ann Roy, Paul H. Ouellette, Marc Bergeron, Michel G. Corbeil, Jacques |
author_facet | Raymond, Frédéric Boissinot, Maurice Ouameur, Amin Ahmed Déraspe, Maxime Plante, Pier-Luc Kpanou, Sewagnouin Rogia Bérubé, Ève Huletsky, Ann Roy, Paul H. Ouellette, Marc Bergeron, Michel G. Corbeil, Jacques |
author_sort | Raymond, Frédéric |
collection | PubMed |
description | BACKGROUND: Low-abundance microorganisms of the gut microbiome are often referred to as a reservoir for antibiotic resistance genes. Unfortunately, these less-abundant bacteria can be overlooked by deep shotgun sequencing. In addition, it is a challenge to associate the presence of resistance genes with their risk of acquisition by pathogens. In this study, we used liquid culture enrichment of stools to assemble the genome of lower-abundance bacteria from fecal samples. We then investigated the gene content recovered from these culture-enriched and culture-independent metagenomes in relation with their taxonomic origin, specifically antibiotic resistance genes. We finally used a pangenome approach to associate resistance genes with the core or accessory genome of Enterobacteriaceae and inferred their propensity to horizontal gene transfer. RESULTS: Using culture-enrichment approaches with stools allowed assembly of 187 bacterial species with an assembly size greater than 1 million nucleotides. Of these, 67 were found only in culture-enriched conditions, and 22 only in culture-independent microbiomes. These assembled metagenomes allowed the evaluation of the gene content of specific subcommunities of the gut microbiome. We observed that differentially distributed metabolic enzymes were associated with specific culture conditions and, for the most part, with specific taxa. Gene content differences between microbiomes, for example, antibiotic resistance, were for the most part not associated with metabolic enzymes, but with other functions. We used a pangenome approach to determine if the resistance genes found in Enterobacteriaceae, specifically E. cloacae or E. coli, were part of the core genome or of the accessory genome of this species. In our healthy volunteer cohort, we found that E. cloacae contigs harbored resistance genes that were part of the core genome of the species, while E. coli had a large accessory resistome proximal to mobile elements. CONCLUSION: Liquid culture of stools contributed to an improved functional and comparative genomics study of less-abundant gut bacteria, specifically those associated with antibiotic resistance. Defining whether a gene is part of the core genome of a species helped in interpreting the genomes recovered from culture-independent or culture-enriched microbiomes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-019-0669-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6451232 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64512322019-04-16 Culture-enriched human gut microbiomes reveal core and accessory resistance genes Raymond, Frédéric Boissinot, Maurice Ouameur, Amin Ahmed Déraspe, Maxime Plante, Pier-Luc Kpanou, Sewagnouin Rogia Bérubé, Ève Huletsky, Ann Roy, Paul H. Ouellette, Marc Bergeron, Michel G. Corbeil, Jacques Microbiome Research BACKGROUND: Low-abundance microorganisms of the gut microbiome are often referred to as a reservoir for antibiotic resistance genes. Unfortunately, these less-abundant bacteria can be overlooked by deep shotgun sequencing. In addition, it is a challenge to associate the presence of resistance genes with their risk of acquisition by pathogens. In this study, we used liquid culture enrichment of stools to assemble the genome of lower-abundance bacteria from fecal samples. We then investigated the gene content recovered from these culture-enriched and culture-independent metagenomes in relation with their taxonomic origin, specifically antibiotic resistance genes. We finally used a pangenome approach to associate resistance genes with the core or accessory genome of Enterobacteriaceae and inferred their propensity to horizontal gene transfer. RESULTS: Using culture-enrichment approaches with stools allowed assembly of 187 bacterial species with an assembly size greater than 1 million nucleotides. Of these, 67 were found only in culture-enriched conditions, and 22 only in culture-independent microbiomes. These assembled metagenomes allowed the evaluation of the gene content of specific subcommunities of the gut microbiome. We observed that differentially distributed metabolic enzymes were associated with specific culture conditions and, for the most part, with specific taxa. Gene content differences between microbiomes, for example, antibiotic resistance, were for the most part not associated with metabolic enzymes, but with other functions. We used a pangenome approach to determine if the resistance genes found in Enterobacteriaceae, specifically E. cloacae or E. coli, were part of the core genome or of the accessory genome of this species. In our healthy volunteer cohort, we found that E. cloacae contigs harbored resistance genes that were part of the core genome of the species, while E. coli had a large accessory resistome proximal to mobile elements. CONCLUSION: Liquid culture of stools contributed to an improved functional and comparative genomics study of less-abundant gut bacteria, specifically those associated with antibiotic resistance. Defining whether a gene is part of the core genome of a species helped in interpreting the genomes recovered from culture-independent or culture-enriched microbiomes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-019-0669-7) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-05 /pmc/articles/PMC6451232/ /pubmed/30953542 http://dx.doi.org/10.1186/s40168-019-0669-7 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Raymond, Frédéric Boissinot, Maurice Ouameur, Amin Ahmed Déraspe, Maxime Plante, Pier-Luc Kpanou, Sewagnouin Rogia Bérubé, Ève Huletsky, Ann Roy, Paul H. Ouellette, Marc Bergeron, Michel G. Corbeil, Jacques Culture-enriched human gut microbiomes reveal core and accessory resistance genes |
title | Culture-enriched human gut microbiomes reveal core and accessory resistance genes |
title_full | Culture-enriched human gut microbiomes reveal core and accessory resistance genes |
title_fullStr | Culture-enriched human gut microbiomes reveal core and accessory resistance genes |
title_full_unstemmed | Culture-enriched human gut microbiomes reveal core and accessory resistance genes |
title_short | Culture-enriched human gut microbiomes reveal core and accessory resistance genes |
title_sort | culture-enriched human gut microbiomes reveal core and accessory resistance genes |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6451232/ https://www.ncbi.nlm.nih.gov/pubmed/30953542 http://dx.doi.org/10.1186/s40168-019-0669-7 |
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