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

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          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.

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          A functional perspective on phenotypic heterogeneity in microorganisms.

          Most microbial communities consist of a genetically diverse assembly of different organisms, and the level of genetic diversity plays an important part in community properties and functions. However, biological diversity also arises at a lower level of biological organization, between genetically identical cells that reside in the same microenvironment. In this Review, I outline the molecular mechanisms responsible for phenotypic heterogeneity and discuss how phenotypic heterogeneity allows genotypes to persist in fluctuating environments. I also describe how it promotes interactions between phenotypic subpopulations in clonal groups, providing microbial groups with new functionality.
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            Aminoglycoside antibiotics induce bacterial biofilm formation.

            Biofilms are adherent aggregates of bacterial cells that form on biotic and abiotic surfaces, including human tissues. Biofilms resist antibiotic treatment and contribute to bacterial persistence in chronic infections. Hence, the elucidation of the mechanisms by which biofilms are formed may assist in the treatment of chronic infections, such as Pseudomonas aeruginosa in the airways of patients with cystic fibrosis. Here we show that subinhibitory concentrations of aminoglycoside antibiotics induce biofilm formation in P. aeruginosa and Escherichia coli. In P. aeruginosa, a gene, which we designated aminoglycoside response regulator (arr), was essential for this induction and contributed to biofilm-specific aminoglycoside resistance. The arr gene is predicted to encode an inner-membrane phosphodiesterase whose substrate is cyclic di-guanosine monophosphate (c-di-GMP)-a bacterial second messenger that regulates cell surface adhesiveness. We found that membranes from arr mutants had diminished c-di-GMP phosphodiesterase activity, and P. aeruginosa cells with a mutation changing a predicted catalytic residue of Arr were defective in their biofilm response to tobramycin. Furthermore, tobramycin-inducible biofilm formation was inhibited by exogenous GTP, which is known to inhibit c-di-GMP phosphodiesterase activity. Our results demonstrate that biofilm formation can be a specific, defensive reaction to the presence of antibiotics, and indicate that the molecular basis of this response includes alterations in the level of c-di-GMP.
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              Biocompatible surfactants for water-in-fluorocarbon emulsions.

              Drops of water-in-fluorocarbon emulsions have great potential for compartmentalizing both in vitro and in vivo biological systems; however, surfactants to stabilize such emulsions are scarce. Here we present a novel class of fluorosurfactants that we synthesize by coupling oligomeric perfluorinated polyethers (PFPE) with polyethyleneglycol (PEG). We demonstrate that these block copolymer surfactants stabilize water-in-fluorocarbon oil emulsions during all necessary steps of a drop-based experiment including drop formation, incubation, and reinjection into a second microfluidic device. Furthermore, we show that aqueous drops stabilized with these surfactants can be used for in vitro translation (IVT), as well as encapsulation and incubation of single cells. The compatability of this emulsion system with both biological systems and polydimethylsiloxane (PDMS) microfluidic devices makes these surfactants ideal for a broad range of high-throughput, drop-based applications.
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                Author and article information

                Contributors
                ott.scheler@taltech.ee
                garst@ichf.edu.pl
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                24 February 2020
                24 February 2020
                2020
                : 10
                : 3282
                Affiliations
                [1 ]ISNI 0000 0001 1958 0162, GRID grid.413454.3, Institute of Physical Chemistry, , Polish Academy of Sciences, ; Kasprzaka 44/52, 01-224 Warsaw, Poland
                [2 ]ISNI 0000000110107715, GRID grid.6988.f, Department of Chemistry and Biotechnology, , Tallinn University of Technology, ; Akadeemia tee 15, 12618 Tallinn, Estonia
                [3 ]ISNI 0000 0001 0943 7661, GRID grid.10939.32, Institute of Molecular and Cell Biology, , University of Tartu, ; Riia 23, 51010 Tartu, Estonia
                [4 ]ISNI 0000000107068890, GRID grid.20861.3d, Division of Chemistry and Chemical Engineering, , California Institute of Technology, ; Pasadena, California 91125 USA
                Author information
                http://orcid.org/0000-0002-8428-1350
                http://orcid.org/0000-0002-6795-7734
                http://orcid.org/0000-0001-9101-7163
                Article
                60381
                10.1038/s41598-020-60381-z
                7039976
                32094499
                2446da43-1f59-48f2-9db2-bc54cf7ed1b9
                © The Author(s) 2020

                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/.

                History
                : 15 September 2019
                : 7 February 2020
                Funding
                Funded by: FundRef https://doi.org/10.13039/501100002301, Eesti Teadusagentuur (Estonian Research Council);
                Award ID: PUTJD589
                Award Recipient :
                Funded by: FundRef https://doi.org/10.13039/501100005789, Tallinna Tehnikaülikool (Tallinn University of Technology);
                Award ID: 2014-2020.4.01.16-0032
                Award Recipient :
                Funded by: FundRef https://doi.org/10.13039/501100004281, Narodowe Centrum Nauki (National Science Centre);
                Award ID: 2016/21/D/ST3/00988
                Award ID: UMO-2018/28/T/ST4/00318
                Award ID: DEC-2014/12/W/NZ6/00454
                Award Recipient :
                Funded by: FundRef https://doi.org/10.13039/501100001870, Fundacja na rzecz Nauki Polskiej (Foundation for Polish Science);
                Award ID: Team-Tech/2016-2/10
                Award Recipient :
                Categories
                Article
                Custom metadata
                © The Author(s) 2020

                Uncategorized
                antimicrobials,microfluidics
                Uncategorized
                antimicrobials, microfluidics

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