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Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli
Since antibiotic development lags, we search for potential drug targets through directed evolution experiments. A challenge is that many resistance genes hide in a noisy mutational background as mutator clones emerge in the adaptive population. Here, to overcome this noise, we quantify the impact of...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9184624/ https://www.ncbi.nlm.nih.gov/pubmed/35680894 http://dx.doi.org/10.1038/s41467-022-30889-1 |
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author | Marciano, David C. Wang, Chen Hsu, Teng-Kuei Bourquard, Thomas Atri, Benu Nehring, Ralf B. Abel, Nicholas S. Bowling, Elizabeth A. Chen, Taylor J. Lurie, Pamela D. Katsonis, Panagiotis Rosenberg, Susan M. Herman, Christophe Lichtarge, Olivier |
author_facet | Marciano, David C. Wang, Chen Hsu, Teng-Kuei Bourquard, Thomas Atri, Benu Nehring, Ralf B. Abel, Nicholas S. Bowling, Elizabeth A. Chen, Taylor J. Lurie, Pamela D. Katsonis, Panagiotis Rosenberg, Susan M. Herman, Christophe Lichtarge, Olivier |
author_sort | Marciano, David C. |
collection | PubMed |
description | Since antibiotic development lags, we search for potential drug targets through directed evolution experiments. A challenge is that many resistance genes hide in a noisy mutational background as mutator clones emerge in the adaptive population. Here, to overcome this noise, we quantify the impact of mutations through evolutionary action (EA). After sequencing ciprofloxacin or colistin resistance strains grown under different mutational regimes, we find that an elevated sum of the evolutionary action of mutations in a gene identifies known resistance drivers. This EA integration approach also suggests new antibiotic resistance genes which are then shown to provide a fitness advantage in competition experiments. Moreover, EA integration analysis of clinical and environmental isolates of antibiotic resistant of E. coli identifies gene drivers of resistance where a standard approach fails. Together these results inform the genetic basis of de novo colistin resistance and support the robust discovery of phenotype-driving genes via the evolutionary action of genetic perturbations in fitness landscapes. |
format | Online Article Text |
id | pubmed-9184624 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91846242022-06-11 Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli Marciano, David C. Wang, Chen Hsu, Teng-Kuei Bourquard, Thomas Atri, Benu Nehring, Ralf B. Abel, Nicholas S. Bowling, Elizabeth A. Chen, Taylor J. Lurie, Pamela D. Katsonis, Panagiotis Rosenberg, Susan M. Herman, Christophe Lichtarge, Olivier Nat Commun Article Since antibiotic development lags, we search for potential drug targets through directed evolution experiments. A challenge is that many resistance genes hide in a noisy mutational background as mutator clones emerge in the adaptive population. Here, to overcome this noise, we quantify the impact of mutations through evolutionary action (EA). After sequencing ciprofloxacin or colistin resistance strains grown under different mutational regimes, we find that an elevated sum of the evolutionary action of mutations in a gene identifies known resistance drivers. This EA integration approach also suggests new antibiotic resistance genes which are then shown to provide a fitness advantage in competition experiments. Moreover, EA integration analysis of clinical and environmental isolates of antibiotic resistant of E. coli identifies gene drivers of resistance where a standard approach fails. Together these results inform the genetic basis of de novo colistin resistance and support the robust discovery of phenotype-driving genes via the evolutionary action of genetic perturbations in fitness landscapes. Nature Publishing Group UK 2022-06-09 /pmc/articles/PMC9184624/ /pubmed/35680894 http://dx.doi.org/10.1038/s41467-022-30889-1 Text en © The Author(s) 2022 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 Marciano, David C. Wang, Chen Hsu, Teng-Kuei Bourquard, Thomas Atri, Benu Nehring, Ralf B. Abel, Nicholas S. Bowling, Elizabeth A. Chen, Taylor J. Lurie, Pamela D. Katsonis, Panagiotis Rosenberg, Susan M. Herman, Christophe Lichtarge, Olivier Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli |
title | Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli |
title_full | Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli |
title_fullStr | Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli |
title_full_unstemmed | Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli |
title_short | Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli |
title_sort | evolutionary action of mutations reveals antimicrobial resistance genes in escherichia coli |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9184624/ https://www.ncbi.nlm.nih.gov/pubmed/35680894 http://dx.doi.org/10.1038/s41467-022-30889-1 |
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