TY - CONF A1 - Jaut, Valerie T1 - Antibiotic tolerance of biofilms emerging from multicellular effects of antibiotic efflux N2 - Biofilms are multicellular assemblages of bacteria living in a self-produced extracellular matrix. Different mechanisms, like the development of highly tolerant persister cells or increased expression of efflux pumps make them tolerant. Here we want to investigate the emergency of antimicrobial tolerance of multicellular bacterial populations, through the interplay of efflux-mediated spatial interactions and efflux-linked persistence. To this end, we are combining computational modelling with experimentally observations gained from three types of multicellular assemblages, i.e. colonies on agar, multicellular populations grown in a monolayer microfluidic device, and 3D biofilms grown in flow chambers. We generated fluorescently labeled E. coli strains that differ in their levels of AcrAB-TolC efflux pump activity, an acrB knockout-strain and a strain with inducible expression of acrAB. All strains were characterized in terms of their antimicrobial susceptibility of three antibiotics, tetracycline, kanamycin, ampicillin, and the biocide benzalkonium chloride. The knockout strain shows higher susceptibility than the wild type strain, with highest difference when using benzalkonium chlorid e. To investigate the link between colony structure and spatial patterns of gene expression, the strains were mixed equimolar and grown on agar supplemented with antimicrobials. First results show, antimicrobials affect the structure of sector formation and morphology. Cells grown on tetracycline agar show a more finer sector formation. While kanamycin changes the overall colony structure . We will develop a mathematical model and additional experiments with multicellular assemblages to explain the observed interactions and extrapolate the results to more realistic biofilm models. T2 - SPP Conference CY - Berlin, Germany DA - 06.01.2025 KW - Antimicrobial KW - Resistance KW - Tolerance KW - Efflux KW - E. coli PY - 2025 AN - OPUS4-64563 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Jaut, Valerie A1 - Schreiber, Frank T1 - Antibiotic tolerance of biofilms emerging fro multicellular effects of antibiotic efflux N2 - The overarching goal of this project is to develop a predictive model for efflux-mediated antimicrobial tolerance in bacterial multicellular assemblies. Our central hypostasis is that efflux pump activity causes emergent antibiotic tolerance of multicellular bacterial populations, through the interplay of efflux mediated spatial interactions and efflux-linked persistence. To test this hypothesis, we will use a combination of microscopy, microbial killing assays, computational modelling, and data analysis, integrating information from 3 types of multicellular assembly: colonies, cell-to-cell interactions in a monolayer microfluidic device, and 3D flow chamber biofilms. Building on our preliminary observations, we will experimentally characterize the link between colony structure and spatial patterns of efflux gene expression in strains that differ in their levels of efflux. We will develop a mathematical model to test whether local growth inhibition of neighbors due to effluxing cells, coupled with local environment-dependent regulation of efflux, can account qualitatively for these results. By including persister cell formation in our model we will predict, and measure, the emergent function of antimicrobial tolerance in our colonies. To fully understand how tolerance emerges from the interplay between efflux-mediated spatial interactions and efflux-linked persister cell formation, we need quantitative measurements at the single cell level. To this end, we will use a microfluidic setup with cells growing in a monolayer to qualify in detail the dependence of efflux expression and persister cell formation on nutrient conditions, the correlation between efflux and persister formation, and the spatial range of efflux-mediated neighbour growth inhibition. To predict and quantitatively understand the emergent multicellular function of tolerance, we will perform individual-based modelling of biofilm growth, using as input the parameters measured on the single-cell level with our microfluidics experiments. Our simulations will predict biofilm spatial structure development, patterns of efflux and persister formation and, ultimately, tolerance to antimicrobial challenge. These predictions will be directly tested in flow-cell biofilm experiments. We are currently generating acrAB-tolC knockout-strain, without efflux activity, and a strain with an inducible acrAB-tolC efflux pump. To distinguish the different strains under the microscope, they were labeled with genes encoding for different fluorescent proteins. All strains are currently characterized in terms of growth, minimum inhibitory concentration of different antimicrobial substances, colony morphology, and biofilm formation ability. On the theoretical side, we are currently working on modeling the system at various scales and degree of detail, ranging from coarse-grained continuum models to stochastic, individual-based models. Some exploratory work was doe to test existing software for individual-based modelling that may be adapted for our purpose. Furthermore, we are in the process of developing more coarse-grained models. This work involves some physiological modelling and literature search, focusing on working mechanisms of efflux pumps and kinetic models for import and export of antibiotics. T2 - SPP Meeting CY - Jena, Germany DA - 04.10.2023 KW - Antibiotic KW - Bioilm KW - Tolerance KW - Efflux PY - 2023 AN - OPUS4-59245 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Jaut, Valerie T1 - Antibiotic tolerance of biofilms emerging from multicellular effects of antibiotic efflux N2 - Biofilms are multicellular assemblies of bacteria living in a self-produced extracellular matrix. One characteristic of biofilms is that they are difficult to kill. Different mechanisms, like the development of persister cells or efflux pumps which pump some antimicrobials out of the cell, make them tolerant. Our central hypothesis is that efflux pump activity causes emergent antimicrobial tolerance of multicellular bacterial populations, through the interplay of efflux-mediated spatial interactions and efflux-linked persistence. To verify the hypothesis, we combine computational modelling with information gained from 3 types of multicellular assemblies. We are currently generating strains that differ in their levels of efflux activity, mixes are then cultivated together in the 3 model systems. In colonies the link between structure and spatial patterns of gene expression will be characterized. Using a microfluidic device, the interactions range of efflux as a response to different antimicrobials will be determined. In a flow chamber a 3D biofilm will be generated, to investigate the biofilm development over time and persister cell formation. All results will be compared with model predictions. T2 - EuroBioFilms2024 CY - Copenhagen, Denmark DA - 25.06.2024 KW - Antibiotic KW - Biofilm KW - Tolerance KW - Efflux PY - 2024 AN - OPUS4-61277 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Jaut, Valerie T1 - Antibiotic tolerance of biofilms emerging from multicellular effects of antibiotic efflux N2 - Efflux pumps play an important role in the context of antimicrobial resistance, which is the ability to grow in the presence of antimicrobials. Many of these transporters can be categorized into multidrug efflux pumps, extruding various antimicrobials out of the cells, and thereby leading to antimicrobial resistance. It has been shown that efflux pumps can be linked by global regulators that regulate efflux pump expression affecting cell-to-cell-interactions, membrane integrity and biofilm formation. The aim of this study is to investigate the survival of cells in biofilms upon exposure to antimicrobials through the interplay of efflux-mediated spatial interactions . To this end, we generated fluorescently labeled E. coli strains that differ in their levels of AcrAB-TolC efflux pump activity and an acrB knockout-strain. The strains were characterized in terms of their antimicrobial susceptibility of three antibiotics, tetracycline, kanamycin, ampicillin, and the biocide benzalkonium chloride. The knockout strain shows higher susceptibility than the wildtype strain, with highest difference observed upon exposure to benzalkonium chloride. The results were confirmed with an efflux activity assay, which showed decreased efflux for the knockout strain as compared to the wildtype. Interestingly, adding the efflux inhibitor PAβN at intermediate concentrations induced bimodality in efflux activity in the wildtype. To investigate the link between colony structure and spatial patterns of efflux pump gene expression, strains with different fluorescent labels and efflux activity were mixed in a 1:1 ratio and grown on agar supplemented with antimicrobials at sub-inhibitory concentrations. Analysis of the colonies with fluorescence microcopy shows that the absence of the AcrAB efflux pump affects the structure of sector formation and morphology within the colony. We observed relatively large sectors with similar surface area for high efflux and low efflux cells in the absence of antimicrobials and at low concentrations. In contrast, sectors are disappearing due a strong intermixing of high and low efflux strains with increasing antibiotic concentration, specifically upon exposure to tetracycline and kanamycin. As next steps, we will perform quantitative analysis of colony images, to better interpret the results, develop a mathematical model of interacting cell types and investigate efflux-based interactions at the single-cell level. Taken together, out data suggest that efflux shapes cell-to-cell interactions and these interactions affect the spatial arrangement and the morphology of biofilms. Understanding the dynamics can provide insights into the emergence of resistance of bacterial communities to antimicrobial environments, the complex interplay of resistance, efflux, and biofilm formation, which potentially gives information to combat biofilm resistance. T2 - Multi-Drug Efflux Systems Gordon Research Conference CY - Lucca, Italy DA - 26.04.2025 KW - Antimicrobial KW - Resistance KW - Tolerance KW - Efflux KW - E. coli PY - 2025 AN - OPUS4-64561 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Jaut, Valerie T1 - Antibiotic tolerance of biofilms emerging from multicellular effects of antibiotic efflux N2 - Biofilms are multicellular assemblies of bacteria living in a self-produced extracellular matrix. One characteristic of biofilms is that they are difficult to kill. Different mechanisms, like the development of persister cells or efflux pumps which pump some antimicrobials out of the cell, make them tolerant. Our central hypothesis is that efflux pump activity causes emergent antimicrobial tolerance of multicellular bacterial populations, through the interplay of efflux-mediated spatial interactions and efflux-linked persistence. To verify the hypothesis, we combine computational modelling with information gained from 3 types of multicellular assemblies. We are currently generating strains that differ in their levels of efflux activity, mixes are then cultivated together in the 3 model systems. In colonies the link between structure and spatial patterns of gene expression will be characterized. Using a microfluidic device, the interactions range of efflux as a response to different antimicrobials will be determined. In a flow chamber a 3D biofilm will be generated, to investigate the biofilm development over time and persister cell formation. All results will be compared with model predictions. T2 - UNA Workshop CY - Berlin, Germany DA - 29.01.2024 KW - Antibiotic KW - Biofilm KW - Tolerance KW - Efflux PY - 2024 AN - OPUS4-61280 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Vareschi, Silvia A1 - Jaut, Valerie A1 - Vijay, Srinivasan A1 - Allen, Rosalind J. A1 - Schreiber, Frank T1 - Antimicrobial efflux and biofilms: an interplay leading to emergent resistance evolution N2 - The biofilm mode of growth and drug efflux are both important factors that impede the treatment of bacterial infections with antimicrobials. Decades of work have uncovered the mechanisms involved in both efflux and biofilm-mediated antimicrobial tolerance, but links between these phenomena have only recently been discovered. Novel findings show how efflux impacts global cellular physiology and antibiotic tolerance, underpinned by phenotypic heterogeneity. In addition efflux can mediate cell-to-cell interactions, relevant in biofilms, via mechanisms including efflux of signaling molecules and metabolites, signaling using pump components and the establishment of local antibiotic gradients via pumping. These recent findings suggest that biofilm antibiotic tolerance and efflux are closely coupled, with synergistic effects leading to the evolution of antimicrobial resistance in the biofilm environment. KW - Evolution KW - Efflux KW - Antibiotics KW - Biofilms KW - Antimicrobial resistance KW - Phenotypic heterogeneity PY - 2025 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-632799 DO - https://doi.org/10.1016/j.tim.2025.04.012 SN - 0966-842X SP - 1 EP - 15 PB - Elsevier Ltd. AN - OPUS4-63279 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -