Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1784759293124280320 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9335240 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT faitanaelle adaptivelaboratoryevolutionandindependentcomponentanalysisdisentanglecomplexvancomycinadaptationtrajectories AT seifyara adaptivelaboratoryevolutionandindependentcomponentanalysisdisentanglecomplexvancomycinadaptationtrajectories AT mikkelsenkasper adaptivelaboratoryevolutionandindependentcomponentanalysisdisentanglecomplexvancomycinadaptationtrajectories AT poudelsaugat adaptivelaboratoryevolutionandindependentcomponentanalysisdisentanglecomplexvancomycinadaptationtrajectories AT wellsjerrym adaptivelaboratoryevolutionandindependentcomponentanalysisdisentanglecomplexvancomycinadaptationtrajectories AT palssonbernhardo adaptivelaboratoryevolutionandindependentcomponentanalysisdisentanglecomplexvancomycinadaptationtrajectories AT ingmerhanne adaptivelaboratoryevolutionandindependentcomponentanalysisdisentanglecomplexvancomycinadaptationtrajectories |