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Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing
BACKGROUND: Shotgun metagenomic sequencing is increasingly utilized as a tool to evaluate ecological-level dynamics of antimicrobial resistance and virulence, in conjunction with microbiome analysis. Interest in use of this method for environmental surveillance of antimicrobial resistance and pathog...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5645900/ https://www.ncbi.nlm.nih.gov/pubmed/29041965 http://dx.doi.org/10.1186/s40168-017-0361-8 |
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author | Noyes, Noelle R. Weinroth, Maggie E. Parker, Jennifer K. Dean, Chris J. Lakin, Steven M. Raymond, Robert A. Rovira, Pablo Doster, Enrique Abdo, Zaid Martin, Jennifer N. Jones, Kenneth L. Ruiz, Jaime Boucher, Christina A. Belk, Keith E. Morley, Paul S. |
author_facet | Noyes, Noelle R. Weinroth, Maggie E. Parker, Jennifer K. Dean, Chris J. Lakin, Steven M. Raymond, Robert A. Rovira, Pablo Doster, Enrique Abdo, Zaid Martin, Jennifer N. Jones, Kenneth L. Ruiz, Jaime Boucher, Christina A. Belk, Keith E. Morley, Paul S. |
author_sort | Noyes, Noelle R. |
collection | PubMed |
description | BACKGROUND: Shotgun metagenomic sequencing is increasingly utilized as a tool to evaluate ecological-level dynamics of antimicrobial resistance and virulence, in conjunction with microbiome analysis. Interest in use of this method for environmental surveillance of antimicrobial resistance and pathogenic microorganisms is also increasing. In published metagenomic datasets, the total of all resistance- and virulence-related sequences accounts for < 1% of all sequenced DNA, leading to limitations in detection of low-abundance resistome-virulome elements. This study describes the extent and composition of the low-abundance portion of the resistome-virulome, using a bait-capture and enrichment system that incorporates unique molecular indices to count DNA molecules and correct for enrichment bias. RESULTS: The use of the bait-capture and enrichment system significantly increased on-target sequencing of the resistome-virulome, enabling detection of an additional 1441 gene accessions and revealing a low-abundance portion of the resistome-virulome that was more diverse and compositionally different than that detected by more traditional metagenomic assays. The low-abundance portion of the resistome-virulome also contained resistance genes with public health importance, such as extended-spectrum betalactamases, that were not detected using traditional shotgun metagenomic sequencing. In addition, the use of the bait-capture and enrichment system enabled identification of rare resistance gene haplotypes that were used to discriminate between sample origins. CONCLUSIONS: These results demonstrate that the rare resistome-virulome contains valuable and unique information that can be utilized for both surveillance and population genetic investigations of resistance. Access to the rare resistome-virulome using the bait-capture and enrichment system validated in this study can greatly advance our understanding of microbiome-resistome dynamics. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-017-0361-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5645900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56459002017-10-26 Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing Noyes, Noelle R. Weinroth, Maggie E. Parker, Jennifer K. Dean, Chris J. Lakin, Steven M. Raymond, Robert A. Rovira, Pablo Doster, Enrique Abdo, Zaid Martin, Jennifer N. Jones, Kenneth L. Ruiz, Jaime Boucher, Christina A. Belk, Keith E. Morley, Paul S. Microbiome Research BACKGROUND: Shotgun metagenomic sequencing is increasingly utilized as a tool to evaluate ecological-level dynamics of antimicrobial resistance and virulence, in conjunction with microbiome analysis. Interest in use of this method for environmental surveillance of antimicrobial resistance and pathogenic microorganisms is also increasing. In published metagenomic datasets, the total of all resistance- and virulence-related sequences accounts for < 1% of all sequenced DNA, leading to limitations in detection of low-abundance resistome-virulome elements. This study describes the extent and composition of the low-abundance portion of the resistome-virulome, using a bait-capture and enrichment system that incorporates unique molecular indices to count DNA molecules and correct for enrichment bias. RESULTS: The use of the bait-capture and enrichment system significantly increased on-target sequencing of the resistome-virulome, enabling detection of an additional 1441 gene accessions and revealing a low-abundance portion of the resistome-virulome that was more diverse and compositionally different than that detected by more traditional metagenomic assays. The low-abundance portion of the resistome-virulome also contained resistance genes with public health importance, such as extended-spectrum betalactamases, that were not detected using traditional shotgun metagenomic sequencing. In addition, the use of the bait-capture and enrichment system enabled identification of rare resistance gene haplotypes that were used to discriminate between sample origins. CONCLUSIONS: These results demonstrate that the rare resistome-virulome contains valuable and unique information that can be utilized for both surveillance and population genetic investigations of resistance. Access to the rare resistome-virulome using the bait-capture and enrichment system validated in this study can greatly advance our understanding of microbiome-resistome dynamics. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-017-0361-8) contains supplementary material, which is available to authorized users. BioMed Central 2017-10-17 /pmc/articles/PMC5645900/ /pubmed/29041965 http://dx.doi.org/10.1186/s40168-017-0361-8 Text en © The Author(s). 2017 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 Noyes, Noelle R. Weinroth, Maggie E. Parker, Jennifer K. Dean, Chris J. Lakin, Steven M. Raymond, Robert A. Rovira, Pablo Doster, Enrique Abdo, Zaid Martin, Jennifer N. Jones, Kenneth L. Ruiz, Jaime Boucher, Christina A. Belk, Keith E. Morley, Paul S. Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing |
title | Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing |
title_full | Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing |
title_fullStr | Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing |
title_full_unstemmed | Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing |
title_short | Enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing |
title_sort | enrichment allows identification of diverse, rare elements in metagenomic resistome-virulome sequencing |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5645900/ https://www.ncbi.nlm.nih.gov/pubmed/29041965 http://dx.doi.org/10.1186/s40168-017-0361-8 |
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