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 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 - Nordholt, Niclas T1 - ALEE-AMC: Bacterial resistance evolution towards antimicrobial surfaces and development of a standardized test N2 - Background: Antimicrobial surfaces and coatings (AMCs) are important to protect man-made structures from biodeterioration and biodegradation. Advances in nano-structuring methods hold the promise of a new generation of AMCs. However, the evolution and selection of bacterial resistance to AMCs may threaten their efficacy in the long term. Therefore, according to the EU Biocidal Products Regulation, the risk of resistance development upon exposure to AMCs must be evaluated during product authorization. The same applies to the development of cross-resistances to other substances, for instance biocides and antibiotics. However, no standardized method exists to assess the risk of resistance and cross-resistance development upon exposure to AMCs during the authorization process. Objectives: • To develop a standardizable adaptive laboratory evolution experiment to be performed on AMCs (ALEE-AMC) • To assess performance and robustness of ALEE-AMC in a round robin test, using a copper AMC as reference • To uncover the mechanisms underlying evolution of resistance to copper AMC Materials & Methods: ALEE-AMC was developed based on an approved standard to determine the efficacy of antimicrobial surfaces (ISO 22196). ALEE-MC was performed on an antimicrobial copper surface as reference material and Escherichia coli as model organism. A round robin test was conducted with six participants to evaluate the reproducibility and applicability of ALEE-AMC. Evolved E. coli populations from the round robin partners were collected and subjected to phenotypic (antimicrobial susceptibility testing, ISO 22196) and genotypic (whole genome sequencing) characterization at BAM. Results: The results of the ALEE-AMC round robin test indicate that repeated exposure to copper can select for reduced copper susceptibility. However, failure of individual E. coli lineages to adapt to the copper surfaces was also observed. Evolved E. coli exhibited increased survival upon exposure to copper surfaces. Adaptation to copper did not induce cross-resistance to antibiotics. Whole genome sequencing of the evolved E. coli revealed high diversity of mutations among individual evolved strains, indicating the existence of multiple, underexplored evolutionary pathways towards increased survival of antimicrobial copper surfaces. Conclusion & Significance: ALEE-AMC offers a standardizable platform to assess the risk of resistance development towards novel and existing AMCs. Specifically, using ALEE-AMC in a round robin test, insights into evolvable survival mechanisms to copper AMCs have been gained. These mechanistic insights may be exploited to prevent the evolution against copper AMCs. In future steps, criteria need to be defined to provide guidelines for the authorization of AMCs based on the outcomes of ALEE-AMC T2 - International Biodeterioration and Biodegradation Symposium, Berlin, Germany CY - Berlin, Germany DA - 09.09.2024 KW - Biocides KW - Antimicrobial surfaces KW - Resistance KW - Evolution KW - Standardized test PY - 2024 AN - OPUS4-61176 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - Consequences of BAC tolerance for selection and evolution in the presence of antibiotics N2 - The exposure to antimicrobial substances drives the evolution of antimicrobial resistance. Biocides are antimicrobials used as disinfectants, antiseptics and preservatives. They find application on a large scale in the industrial and medical sector, but also in private households. In terms of mass, the worldwide use of biocides exceeds that of antibiotics. Thus, despite their important role in preventing the spread of pathogens, due to their ubiquity, biocides are suspected to be drivers of the antimicrobial resistance crisis. In our work at BAM we try to understand how biocides contribute to the emergence of AMR, what the underlying adaptation principles and mechanisms are and how they compare to those found for antibiotics. Within our group, I mainly focus on the following two questions: How does phenotypic heterogeneity in bacteria affect the ability to survive treatment with biocides? And what are the consequences of phenotypic heterogeneity for the evolution of resistance to biocides and antibiotics? I will share published and unpublished results which demonstrate that phenotypic heterogeneity can enable the survival of biocide treatment and, through this, facilitate the evolution of AMR. On the other hand, we find that adaptation to a biocide can unexpectedly impair the ability to evolve resistance against an antibiotic. T2 - FEMS summer school for postdocs 2022: Microbial Evolvability Mechanisms: Resistance, Biology, and Strategies to Defeat and Detect CY - Split, Croatia DA - 27.04.2022 KW - Disinfection KW - Biocides KW - Evolution KW - Resistance KW - Biocide tolerance PY - 2022 AN - OPUS4-54846 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - Phenotypic heterogeneity in disinfection: sources and consequences for antimicrobial resistance N2 - A summary of projects here at BAM which investigate the influence of phenotypic heterogeneity on the outcome of disinfection and the influence on antimicrobial resistance. This presentation was given in the Theory Seminar of the Quantitative and Theoretical Biology group of Prof. Oliver Ebenhöh at HHU Düsseldorf T2 - Theory Seminar in the Quantitative and Theoretical Biology group at HHU Düsseldorf CY - Düsseldorf, Germany DA - 24.02.2022 KW - Disinfection KW - Biocides KW - Heterogeneity KW - Resistance PY - 2022 AN - OPUS4-54442 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas A1 - Kanaris, Orestis A1 - Lewerenz, Dominique A1 - Gödt, Annett A1 - Schreiber, Frank T1 - Evolutionary implications of heterogeneous disinfectant tolerance N2 - Introduction: Effective disinfection is crucial to maintain hygiene and to prevent the spread of infections. Phenotypic heterogeneity in disinfection survival (i.e. tolerance) may result in failure of disinfection, which in turn may foster the evolution of resistance to both disinfectants and antibiotics. However, the consequences of phenotypic heterogeneity for disinfection outcome and resistance evolution are not well understood. Goal: This study investigates the impact of phenotypic heterogeneity on the survival and evolution of Escherichia coli during disinfection with six commonly used substances. Furthermore, the consequences of evolved disinfectant tolerance for antibiotic resistance evolution are studied. Materials & Methods: The extent of population heterogeneity during disinfection is derived by determining time-kill kinetics and analysis with mathematical modelling. The link between population heterogeneity and evolvability of disinfectant tolerance was assessed by laboratory evolution experiments under periodic disinfection. The ability of disinfectant tolerant strains to evolve antibiotic resistance is assessed by serial transfer experiments with increasing concentrations of different antibiotics and by whole genome sequencing. Results: Multi-modal time-kill kinetics in three of the six disinfectants suggest the presence of disinfectant-tolerant subpopulations (i.e. persister cells). Importantly, the ability and extent to evolve population-wide tolerance under periodic disinfection is related with the presence of persister cells and the level of phenotypic heterogeneity during disinfection. Interestingly, the probability of high-level resistance evolution to certain antibiotics is attenuated in disinfectant tolerant strains as compared to the sensitive ancestor. Whole-genome sequencing reveals epistatic interactions between disinfectant tolerance and antibiotic resistance mutations, preventing access to canonical evolutionary paths to resistance. Summary: Our findings suggest that phenotypic heterogeneity can facilitate disinfection survival and the evolution of population wide tolerance, which can impact future antibiotic resistance evolution. T2 - Vereinigung Allgemeiner und Angewandter Mikrobiobiologie Jahreskongress 2023 CY - Würzburg, Germany DA - 02.06.2024 KW - Biocide KW - Resistance KW - Persistence KW - Evolution KW - Herteogeneous phenotypes PY - 2024 AN - OPUS4-60244 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -