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Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories

Human infections with methicillin-resistant Staphylococcus aureus (MRSA) are commonly treated with vancomycin, and strains with decreased susceptibility, designated as vancomycin-intermediate S. aureus (VISA), are associated with treatment failure. Here, we profiled the phenotypic, mutational, and t...

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Autores principales: Fait, Anaëlle, Seif, Yara, Mikkelsen, Kasper, Poudel, Saugat, Wells, Jerry M., Palsson, Bernhard O., Ingmer, Hanne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9335240/
https://www.ncbi.nlm.nih.gov/pubmed/35858453
http://dx.doi.org/10.1073/pnas.2118262119
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author Fait, Anaëlle
Seif, Yara
Mikkelsen, Kasper
Poudel, Saugat
Wells, Jerry M.
Palsson, Bernhard O.
Ingmer, Hanne
author_facet Fait, Anaëlle
Seif, Yara
Mikkelsen, Kasper
Poudel, Saugat
Wells, Jerry M.
Palsson, Bernhard O.
Ingmer, Hanne
author_sort Fait, Anaëlle
collection PubMed
description Human infections with methicillin-resistant Staphylococcus aureus (MRSA) are commonly treated with vancomycin, and strains with decreased susceptibility, designated as vancomycin-intermediate S. aureus (VISA), are associated with treatment failure. Here, we profiled the phenotypic, mutational, and transcriptional landscape of 10 VISA strains adapted by laboratory evolution from one common MRSA ancestor, the USA300 strain JE2. Using functional and independent component analysis, we found that: 1) despite the common genetic background and environmental conditions, the mutational landscape diverged between evolved strains and included mutations previously associated with vancomycin resistance (in vraT, graS, vraFG, walKR, and rpoBCD) as well as novel adaptive mutations (SAUSA300_RS04225, ssaA, pitAR, and sagB); 2) the first wave of mutations affected transcriptional regulators and the second affected genes involved in membrane biosynthesis; 3) expression profiles were predominantly strain-specific except for sceD and lukG, which were the only two genes significantly differentially expressed in all clones; 4) three independent virulence systems (φSa3, SaeR, and T7SS) featured as the most transcriptionally perturbed gene sets across clones; 5) there was a striking variation in oxacillin susceptibility across the evolved lineages (from a 10-fold increase to a 63-fold decrease) that also arose in clinical MRSA isolates exposed to vancomycin and correlated with susceptibility to teichoic acid inhibitors; and 6) constitutive expression of the VraR regulon explained cross-susceptibility, while mutations in walK were associated with cross-resistance. Our results show that adaptation to vancomycin involves a surprising breadth of mutational and transcriptional pathways that affect antibiotic susceptibility and possibly the clinical outcome of infections.
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spelling pubmed-93352402022-07-30 Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories Fait, Anaëlle Seif, Yara Mikkelsen, Kasper Poudel, Saugat Wells, Jerry M. Palsson, Bernhard O. Ingmer, Hanne Proc Natl Acad Sci U S A Biological Sciences Human infections with methicillin-resistant Staphylococcus aureus (MRSA) are commonly treated with vancomycin, and strains with decreased susceptibility, designated as vancomycin-intermediate S. aureus (VISA), are associated with treatment failure. Here, we profiled the phenotypic, mutational, and transcriptional landscape of 10 VISA strains adapted by laboratory evolution from one common MRSA ancestor, the USA300 strain JE2. Using functional and independent component analysis, we found that: 1) despite the common genetic background and environmental conditions, the mutational landscape diverged between evolved strains and included mutations previously associated with vancomycin resistance (in vraT, graS, vraFG, walKR, and rpoBCD) as well as novel adaptive mutations (SAUSA300_RS04225, ssaA, pitAR, and sagB); 2) the first wave of mutations affected transcriptional regulators and the second affected genes involved in membrane biosynthesis; 3) expression profiles were predominantly strain-specific except for sceD and lukG, which were the only two genes significantly differentially expressed in all clones; 4) three independent virulence systems (φSa3, SaeR, and T7SS) featured as the most transcriptionally perturbed gene sets across clones; 5) there was a striking variation in oxacillin susceptibility across the evolved lineages (from a 10-fold increase to a 63-fold decrease) that also arose in clinical MRSA isolates exposed to vancomycin and correlated with susceptibility to teichoic acid inhibitors; and 6) constitutive expression of the VraR regulon explained cross-susceptibility, while mutations in walK were associated with cross-resistance. Our results show that adaptation to vancomycin involves a surprising breadth of mutational and transcriptional pathways that affect antibiotic susceptibility and possibly the clinical outcome of infections. National Academy of Sciences 2022-07-19 2022-07-26 /pmc/articles/PMC9335240/ /pubmed/35858453 http://dx.doi.org/10.1073/pnas.2118262119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Fait, Anaëlle
Seif, Yara
Mikkelsen, Kasper
Poudel, Saugat
Wells, Jerry M.
Palsson, Bernhard O.
Ingmer, Hanne
Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories
title Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories
title_full Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories
title_fullStr Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories
title_full_unstemmed Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories
title_short Adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories
title_sort adaptive laboratory evolution and independent component analysis disentangle complex vancomycin adaptation trajectories
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9335240/
https://www.ncbi.nlm.nih.gov/pubmed/35858453
http://dx.doi.org/10.1073/pnas.2118262119
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