Droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population

Abstract Since antibiotic resistance is a major threat to global health, recent observations that the traditional test of minimum inhibitory concentration (MIC) is not informative enough to guide effective antibiotic treatment are alarming. Bacterial heteroresistance, in which seemingly susceptible...

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Main Authors: Ott Scheler, Karol Makuch, Pawel R. Debski, Michal Horka, Artur Ruszczak, Natalia Pacocha, Krzysztof Sozański, Olli-Pekka Smolander, Witold Postek, Piotr Garstecki
Format: Article
Language:English
Published: Nature Publishing Group 2020-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-60381-z
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spelling doaj-a45a8ccd572d4e26bbdb9fa4a29deaec2021-02-23T09:31:14ZengNature Publishing GroupScientific Reports2045-23222020-02-011011810.1038/s41598-020-60381-zDroplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial populationOtt Scheler0Karol Makuch1Pawel R. Debski2Michal Horka3Artur Ruszczak4Natalia Pacocha5Krzysztof Sozański6Olli-Pekka Smolander7Witold Postek8Piotr Garstecki9Institute of Physical Chemistry, Polish Academy of SciencesInstitute of Physical Chemistry, Polish Academy of SciencesInstitute of Physical Chemistry, Polish Academy of SciencesInstitute of Physical Chemistry, Polish Academy of SciencesInstitute of Physical Chemistry, Polish Academy of SciencesInstitute of Physical Chemistry, Polish Academy of SciencesInstitute of Physical Chemistry, Polish Academy of SciencesDepartment of Chemistry and Biotechnology, Tallinn University of TechnologyInstitute of Physical Chemistry, Polish Academy of SciencesInstitute of Physical Chemistry, Polish Academy of SciencesAbstract Since antibiotic resistance is a major threat to global health, recent observations that the traditional test of minimum inhibitory concentration (MIC) is not informative enough to guide effective antibiotic treatment are alarming. Bacterial heteroresistance, in which seemingly susceptible isogenic bacterial populations contain resistant sub-populations, underlies much of this challenge. To close this gap, here we developed a droplet-based digital MIC screen that constitutes a practical analytical platform for quantifying the single-cell distribution of phenotypic responses to antibiotics, as well as for measuring inoculum effect with high accuracy. We found that antibiotic efficacy is determined by the amount of antibiotic used per bacterial colony forming unit (CFU), not by the absolute antibiotic concentration, as shown by the treatment of beta-lactamase-carrying Escherichia coli with cefotaxime. We also noted that cells exhibited a pronounced clustering phenotype when exposed to near-inhibitory amounts of cefotaxime. Overall, our method facilitates research into the interplay between heteroresistance and antibiotic efficacy, as well as research into the origin and stimulation of heterogeneity by exposure to antibiotics. Due to the absolute bacteria quantification in this digital assay, our method provides a platform for developing reference MIC assays that are robust against inoculum-density variations.https://doi.org/10.1038/s41598-020-60381-z
collection DOAJ
language English
format Article
sources DOAJ
author Ott Scheler
Karol Makuch
Pawel R. Debski
Michal Horka
Artur Ruszczak
Natalia Pacocha
Krzysztof Sozański
Olli-Pekka Smolander
Witold Postek
Piotr Garstecki
spellingShingle Ott Scheler
Karol Makuch
Pawel R. Debski
Michal Horka
Artur Ruszczak
Natalia Pacocha
Krzysztof Sozański
Olli-Pekka Smolander
Witold Postek
Piotr Garstecki
Droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population
Scientific Reports
author_facet Ott Scheler
Karol Makuch
Pawel R. Debski
Michal Horka
Artur Ruszczak
Natalia Pacocha
Krzysztof Sozański
Olli-Pekka Smolander
Witold Postek
Piotr Garstecki
author_sort Ott Scheler
title Droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population
title_short Droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population
title_full Droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population
title_fullStr Droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population
title_full_unstemmed Droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population
title_sort droplet-based digital antibiotic susceptibility screen reveals single-cell clonal heteroresistance in an isogenic bacterial population
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2020-02-01
description Abstract Since antibiotic resistance is a major threat to global health, recent observations that the traditional test of minimum inhibitory concentration (MIC) is not informative enough to guide effective antibiotic treatment are alarming. Bacterial heteroresistance, in which seemingly susceptible isogenic bacterial populations contain resistant sub-populations, underlies much of this challenge. To close this gap, here we developed a droplet-based digital MIC screen that constitutes a practical analytical platform for quantifying the single-cell distribution of phenotypic responses to antibiotics, as well as for measuring inoculum effect with high accuracy. We found that antibiotic efficacy is determined by the amount of antibiotic used per bacterial colony forming unit (CFU), not by the absolute antibiotic concentration, as shown by the treatment of beta-lactamase-carrying Escherichia coli with cefotaxime. We also noted that cells exhibited a pronounced clustering phenotype when exposed to near-inhibitory amounts of cefotaxime. Overall, our method facilitates research into the interplay between heteroresistance and antibiotic efficacy, as well as research into the origin and stimulation of heterogeneity by exposure to antibiotics. Due to the absolute bacteria quantification in this digital assay, our method provides a platform for developing reference MIC assays that are robust against inoculum-density variations.
url https://doi.org/10.1038/s41598-020-60381-z
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