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Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations

Mutation-mediated treatment resistance is one of the primary challenges for modern antibiotic and anti-cancer therapy. Yet, many resistance mutations have a substantial fitness cost and are subject to purifying selection. How emerging resistant lineages may escape purifying selection via subsequent...

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Autores principales: Aif, Serhii, Appold, Nico, Kampman, Lucas, Hallatschek, Oskar, Kayser, Jona
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789051/
https://www.ncbi.nlm.nih.gov/pubmed/36564390
http://dx.doi.org/10.1038/s41467-022-35484-y
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author Aif, Serhii
Appold, Nico
Kampman, Lucas
Hallatschek, Oskar
Kayser, Jona
author_facet Aif, Serhii
Appold, Nico
Kampman, Lucas
Hallatschek, Oskar
Kayser, Jona
author_sort Aif, Serhii
collection PubMed
description Mutation-mediated treatment resistance is one of the primary challenges for modern antibiotic and anti-cancer therapy. Yet, many resistance mutations have a substantial fitness cost and are subject to purifying selection. How emerging resistant lineages may escape purifying selection via subsequent compensatory mutations is still unclear due to the difficulty of tracking such evolutionary rescue dynamics in space and time. Here, we introduce a system of fluorescence-coupled synthetic mutations to show that the probability of evolutionary rescue, and the resulting long-term persistence of drug resistant mutant lineages, is dramatically increased in dense microbial populations. By tracking the entire evolutionary trajectory of thousands of resistant lineages in expanding yeast colonies we uncover an underlying quasi-stable equilibrium between the opposing forces of radial expansion and natural selection, a phenomenon we term inflation-selection balance. Tailored computational models and agent-based simulations corroborate the fundamental nature of the observed effects and demonstrate the potential impact on drug resistance evolution in cancer. The described phenomena should be considered when predicting multi-step evolutionary dynamics in any mechanically compact cellular population, including pathogenic microbial biofilms and solid tumors. The insights gained will be especially valuable for the quantitative understanding of response to treatment, including emerging evolution-based therapy strategies.
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spelling pubmed-97890512022-12-25 Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations Aif, Serhii Appold, Nico Kampman, Lucas Hallatschek, Oskar Kayser, Jona Nat Commun Article Mutation-mediated treatment resistance is one of the primary challenges for modern antibiotic and anti-cancer therapy. Yet, many resistance mutations have a substantial fitness cost and are subject to purifying selection. How emerging resistant lineages may escape purifying selection via subsequent compensatory mutations is still unclear due to the difficulty of tracking such evolutionary rescue dynamics in space and time. Here, we introduce a system of fluorescence-coupled synthetic mutations to show that the probability of evolutionary rescue, and the resulting long-term persistence of drug resistant mutant lineages, is dramatically increased in dense microbial populations. By tracking the entire evolutionary trajectory of thousands of resistant lineages in expanding yeast colonies we uncover an underlying quasi-stable equilibrium between the opposing forces of radial expansion and natural selection, a phenomenon we term inflation-selection balance. Tailored computational models and agent-based simulations corroborate the fundamental nature of the observed effects and demonstrate the potential impact on drug resistance evolution in cancer. The described phenomena should be considered when predicting multi-step evolutionary dynamics in any mechanically compact cellular population, including pathogenic microbial biofilms and solid tumors. The insights gained will be especially valuable for the quantitative understanding of response to treatment, including emerging evolution-based therapy strategies. Nature Publishing Group UK 2022-12-23 /pmc/articles/PMC9789051/ /pubmed/36564390 http://dx.doi.org/10.1038/s41467-022-35484-y 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
Aif, Serhii
Appold, Nico
Kampman, Lucas
Hallatschek, Oskar
Kayser, Jona
Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations
title Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations
title_full Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations
title_fullStr Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations
title_full_unstemmed Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations
title_short Evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations
title_sort evolutionary rescue of resistant mutants is governed by a balance between radial expansion and selection in compact populations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789051/
https://www.ncbi.nlm.nih.gov/pubmed/36564390
http://dx.doi.org/10.1038/s41467-022-35484-y
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