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Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis
BACKGROUND: Antimicrobial resistance (AMR) is among the gravest threats to human health and food security worldwide. The use of antimicrobials in livestock production can lead to emergence of AMR, which can have direct effects on humans through spread of zoonotic disease. Pigs pose a particular risk...
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/PMC8422772/ https://www.ncbi.nlm.nih.gov/pubmed/34493269 http://dx.doi.org/10.1186/s12915-021-01094-1 |
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author | Hadjirin, Nazreen F. Miller, Eric L. Murray, Gemma G. R. Yen, Phung L. K. Phuc, Ho D. Wileman, Thomas M. Hernandez-Garcia, Juan Williamson, Susanna M. Parkhill, Julian Maskell, Duncan J. Zhou, Rui Fittipaldi, Nahuel Gottschalk, Marcelo Tucker, A. W. ( Dan) Hoa, Ngo Thi Welch, John J. Weinert, Lucy A. |
author_facet | Hadjirin, Nazreen F. Miller, Eric L. Murray, Gemma G. R. Yen, Phung L. K. Phuc, Ho D. Wileman, Thomas M. Hernandez-Garcia, Juan Williamson, Susanna M. Parkhill, Julian Maskell, Duncan J. Zhou, Rui Fittipaldi, Nahuel Gottschalk, Marcelo Tucker, A. W. ( Dan) Hoa, Ngo Thi Welch, John J. Weinert, Lucy A. |
author_sort | Hadjirin, Nazreen F. |
collection | PubMed |
description | BACKGROUND: Antimicrobial resistance (AMR) is among the gravest threats to human health and food security worldwide. The use of antimicrobials in livestock production can lead to emergence of AMR, which can have direct effects on humans through spread of zoonotic disease. Pigs pose a particular risk as they are a source of zoonotic diseases and receive more antimicrobials than most other livestock. Here we use a large-scale genomic approach to characterise AMR in Streptococcus suis, a commensal found in most pigs, but which can also cause serious disease in both pigs and humans. RESULTS: We obtained replicated measures of Minimum Inhibitory Concentration (MIC) for 16 antibiotics, across a panel of 678 isolates, from the major pig-producing regions of the world. For several drugs, there was no natural separation into ‘resistant’ and ‘susceptible’, highlighting the need to treat MIC as a quantitative trait. We found differences in MICs between countries, consistent with their patterns of antimicrobial usage. AMR levels were high even for drugs not used to treat S. suis, with many multidrug-resistant isolates. Similar levels of resistance were found in pigs and humans from regions associated with zoonotic transmission. We next used whole genome sequences for each isolate to identify 43 candidate resistance determinants, 22 of which were novel in S. suis. The presence of these determinants explained most of the variation in MIC. But there were also interesting complications, including epistatic interactions, where known resistance alleles had no effect in some genetic backgrounds. Beta-lactam resistance involved many core genome variants of small effect, appearing in a characteristic order. CONCLUSIONS: We present a large dataset allowing the analysis of the multiple contributing factors to AMR in S. suis. The high levels of AMR in S. suis that we observe are reflected by antibiotic usage patterns but our results confirm the potential for genomic data to aid in the fight against AMR. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-021-01094-1. |
format | Online Article Text |
id | pubmed-8422772 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84227722021-09-09 Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis Hadjirin, Nazreen F. Miller, Eric L. Murray, Gemma G. R. Yen, Phung L. K. Phuc, Ho D. Wileman, Thomas M. Hernandez-Garcia, Juan Williamson, Susanna M. Parkhill, Julian Maskell, Duncan J. Zhou, Rui Fittipaldi, Nahuel Gottschalk, Marcelo Tucker, A. W. ( Dan) Hoa, Ngo Thi Welch, John J. Weinert, Lucy A. BMC Biol Research Article BACKGROUND: Antimicrobial resistance (AMR) is among the gravest threats to human health and food security worldwide. The use of antimicrobials in livestock production can lead to emergence of AMR, which can have direct effects on humans through spread of zoonotic disease. Pigs pose a particular risk as they are a source of zoonotic diseases and receive more antimicrobials than most other livestock. Here we use a large-scale genomic approach to characterise AMR in Streptococcus suis, a commensal found in most pigs, but which can also cause serious disease in both pigs and humans. RESULTS: We obtained replicated measures of Minimum Inhibitory Concentration (MIC) for 16 antibiotics, across a panel of 678 isolates, from the major pig-producing regions of the world. For several drugs, there was no natural separation into ‘resistant’ and ‘susceptible’, highlighting the need to treat MIC as a quantitative trait. We found differences in MICs between countries, consistent with their patterns of antimicrobial usage. AMR levels were high even for drugs not used to treat S. suis, with many multidrug-resistant isolates. Similar levels of resistance were found in pigs and humans from regions associated with zoonotic transmission. We next used whole genome sequences for each isolate to identify 43 candidate resistance determinants, 22 of which were novel in S. suis. The presence of these determinants explained most of the variation in MIC. But there were also interesting complications, including epistatic interactions, where known resistance alleles had no effect in some genetic backgrounds. Beta-lactam resistance involved many core genome variants of small effect, appearing in a characteristic order. CONCLUSIONS: We present a large dataset allowing the analysis of the multiple contributing factors to AMR in S. suis. The high levels of AMR in S. suis that we observe are reflected by antibiotic usage patterns but our results confirm the potential for genomic data to aid in the fight against AMR. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-021-01094-1. BioMed Central 2021-09-07 /pmc/articles/PMC8422772/ /pubmed/34493269 http://dx.doi.org/10.1186/s12915-021-01094-1 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 Hadjirin, Nazreen F. Miller, Eric L. Murray, Gemma G. R. Yen, Phung L. K. Phuc, Ho D. Wileman, Thomas M. Hernandez-Garcia, Juan Williamson, Susanna M. Parkhill, Julian Maskell, Duncan J. Zhou, Rui Fittipaldi, Nahuel Gottschalk, Marcelo Tucker, A. W. ( Dan) Hoa, Ngo Thi Welch, John J. Weinert, Lucy A. Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis |
title | Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis |
title_full | Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis |
title_fullStr | Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis |
title_full_unstemmed | Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis |
title_short | Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis |
title_sort | large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen streptococcus suis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8422772/ https://www.ncbi.nlm.nih.gov/pubmed/34493269 http://dx.doi.org/10.1186/s12915-021-01094-1 |
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