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 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 - CONF A1 - Kanaris, Orestis T1 - Consequences of benzalkonium chloride tolerance in Escherichia coli: Effects on selection and evolution in the presence of ciprofloxacin N2 - We investigated the selection dynamics between a benzalkonium chloride (BAC)-tolerant Escherichia coli strain (S4) and a sensitive wild type under four conditions: in the absence of antibiotics and in the presence of three different sub-inhibitory concentrations of the antibiotic ciprofloxacin in liquid cultures. The wild type was selected over the BAC-tolerant strain in the absence of antibiotics, while the opposite was observed at all ciprofloxacin concentrations investigated.Furthermore, we assessed the evolvability of resistance of the two strains to inhibitory concentrations of ciprofloxacin by performing a serial dilution evolution experiment with gradually increasing ciprofloxacin concentrations. The wild type had a higher probability to develop resistance to ciprofloxacin than the tolerant strain. By the end of the evolution experiment both strains evolved to grow at the highest ciprofloxacin concentration investigated, which was 2048 ×MIC of the wild type. T2 - 6th international symposium on the environmental dimention of antibiotic resistance-EDAR 6 CY - Gothenburg, Sweden DA - 22.09.2022 KW - Antimicrobial resistance KW - Tolerance KW - Experimental evolution KW - Selection PY - 2022 AN - OPUS4-56808 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - The disinfectant glutaraldehyde induces antibiotic tolerance N2 - Glutaraldehyde is widely used as a disinfectant and preservative, but little is known about its effects on bacterial susceptibility to antibiotics and the selection of tolerant phenotypes. We found that short-term exposure to sub-inhibitory levels of glutaraldehyde makes E. coli resistant to high doses of bactericidal antibiotics from different classes. This tolerance is associated with delayed, heterogeneous regrowth dynamics and global transcriptome remodeling. We identified over 1200 differentially expressed genes, including those related to antibiotic efflux, metabolic processes, and the cell envelope. The cells entered a disrupted state likely due to the unspecific mode-of-action of glutaraldehyde. Despite this unregulated response, we identified several differentially expressed genes not previously associated with antibiotic tolerance or persistence that induce antibiotic tolerance when overexpressed alone. These findings highlight how the unspecific mode-of-action of disinfectants can make bacteria temporarily resistant to antibiotics. They have implications for settings where disinfectants and antibiotics are used in close proximity, such as hospitals and animal husbandry, and for the selection dynamics of tolerant pheno- and genotypes in fluctuating environments where microorganisms are exposed to these substances, such as sewage systems. A trade-off arises from overcoming the disrupted state as quickly as possible and maintaining antibiotic tolerance. T2 - Gordon Research Conference - Molecular Mechanisms in Evolution CY - Easton, Massachusetts, United States DA - 25.06.2023 KW - Glutaraldehyde KW - Biocides KW - Tolerance KW - Bacteria KW - Disinfection KW - Heterogeneity KW - Antibiotics PY - 2023 AN - OPUS4-58033 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -