TY - CONF A1 - Nordholt, Niclas T1 - The disinfectant glutaraldehyde induces antibiotic tolerance underpinned by a Disrupted Cellular State and Heterogenous Regrowth Dynamics 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 - Molecular Mechanisms in Evolution (GRS) Gordon Research Seminar CY - Easton, Massachusetts, USA DA - 24.06.2023 KW - Glutaraldehyde KW - Biocides KW - Tolerance KW - Bacteria KW - Disinfection KW - Heterogeneity KW - Antibiotics KW - AMR PY - 2023 AN - OPUS4-58032 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - The interplay between biocides, phenotypic heterogeneity and resistance evolution N2 - An overview of the interplay between biocides, phenotypic heterogeneity and resistance evolution presented at the University Wroclaw. T2 - Invited seminar at the Department of Molecular Microbiology CY - Wroclaw, Poland DA - 08.04.2024 KW - Disinfectants KW - Biocide resistance KW - Phenotypic heterogeneity KW - Evolution PY - 2024 AN - OPUS4-61173 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - Biocides and phenotypic heterogeneity N2 - An overview of our findings regarding the interplay between phenotypic heterogeneity in bacteria and biocides. T2 - One Health and Antimicrobial Resistance CY - Berlin, Germany DA - 29.01.2024 KW - Biocides KW - Phenotypic heterogeneity KW - Biocide resistance PY - 2024 AN - OPUS4-61174 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - EVOCIDE: Preserving disinfectant efficacy by predicting evolution: exposing the principles of disinfectant survival and adaptation in bacteria N2 - Presentation of the EVOCIDE research proposal work programme.EVOCIDE seeks to gain a systems level understanding of disinfectant survival and evolution in bacteria. T2 - Joint Group Seminar Rolff-McMahon-Armitage-Steiner CY - Berlin, Germany DA - 20.12.2023 KW - Disinfectants KW - Evolution KW - Microbiology KW - Bacteria KW - Biocides PY - 2023 AN - OPUS4-59224 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 - Bacterial resistance evolution on antimicrobial surfaces: Mechanistic insights from a standardizable method N2 - Introduction: Antimicrobial surfaces and coatings (AMCs) are important to prevent the spread of pathogens, especially in hygiene-sensitive areas. However, the evolution and selection of bacterial resistance to AMCs may threaten their efficacy in the long term. In addition, resistance evolution to AMCs may pose the risk for the development of cross-resistance to antibiotics. The assessment of unacceptable resistance risks during the authorization of AMCs is hampered by the lack of standardized test methods that quantify the adaptability of exposed bacteria to AMCs. Objectives: • To develop a standardizable method to determine resistance evolution of bacteria on AMCs (ALEE-AMC) • To assess performance and robustness of ALEE-AMC in a ring trial • To uncover the mechanisms underlying evolution of resistance to a metallic copper AMC • To use ALEE-AMC to assess the evolution of resistance on a novel, nano-particle-based AMC Methods: ALEE-AMC was developed based on an international standard to determine the efficacy of antimicrobial surfaces (ISO 22196). In the ALEE-AMC test, adaptive laboratory evolution is conducted by repeated cycles of AMC exposure and re-growth of surviving cells, selecting for increased survival, followed by isolation of evolved clones. Metallic copper was used as a reference AMC and Escherichia coli as a model microorganism in the ring trial. Evolved E. coli populations from the ring trial partners were subjected to phenotypic (antimicrobial susceptibility testing, ISO 22196) and genotypic (whole genome sequencing) characterization. ALEE-AMC will be used to assess the evolution of resistance on a novel, nano-particle-based AMC currently under development. Findings: The results of the ALEE-AMC ring trial show that repeated exposure to a metallic copper AMC can reproducibly select for reduced copper susceptibility in individual evolutionary lineages across ring trial participants. However, failure to adapt in individual lineages was also observed in all trials. Isolated evolved E. coli clones exhibited increased survival upon exposure to copper surfaces. Adaptation to copper did not induce cross-resistance to antibiotics because the antibiotic susceptibility of copper-adapted clones did not increase above the clinical breakpoint. Whole genome sequencing of the evolved E. coli revealed a high diversity of mutations, including mutations in genes involved in survival to antibiotics. These results indicate the existence of multiple, underexplored evolutionary pathways towards increased survival of antimicrobial copper surfaces. Conclusion: ALEE-AMC offers a standardizable platform to assess the risk of resistance development towards novel and existing AMCs, including nano-particle-based and metallic copper AMCs. Specifically, using ALEE-AMC provided insights into evolvable survival mechanisms to copper AMCs and its consequences for antimicrobial resistance. T2 - FEMS MICRO 2025 CY - Mailand, Italy DA - 14.07.2025 KW - Biocides KW - Antimicrobial surfaces KW - Biocide resistance KW - Standardization KW - ISO 22196 KW - Evolution PY - 2025 AN - OPUS4-63837 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - Phenotypic heterogeneity in bacterial lag times and antibiotic tolerance induced by the disinfectant glutaraldehydePhenotypic heterogeneity in bacterial lag times and antibiotic tolerance induced by the disinfectant glutaraldehyde N2 - Phenotypic heterogeneity in clonal bacterial populations can be considered a preliminary stage of functional differentiation, which may increase population fitness in fluctuating environments. Here, we investigated how transient exposure of clonal bacterial populations to residual amounts of a commonly used disinfectant, glutaraldehyde (GTA), induces phenotypic heterogeneity, ensuring survival of the population upon sudden challenge with high doses of antibiotics. Using the ScanLag system, we found that exposure to GTA resulted in wide lag-time distributions across different bacterial isolates of E. coli, S. aureus, and P. aeruginosa. Importantly, this was associated with elevated levels of survival (i.e. tolerance) towards lethal doses of antibiotics. As revealed by RNAseq in E. coli, GTA exposure caused global transcriptome remodeling, with more than 1200 differentially expressed genes of diverse biological functions. Several of these genes that were not previously associated with antibiotic tolerance or persistence induced, when overexpressed alone, antibiotic tolerance without showing a lag phenotype. This suggests that exposure to GTA induces unspecific, lag-dependent and specific, lag-independent tolerance to antibiotics in clonal bacterial populations. These findings have implications for 1.) settings where disinfectants and antibiotics are used in close proximity, such as hospitals and animal husbandry, and 2.) for the selection dynamics of tolerant pheno- and genotypes in fluctuating environments because of the trade-off that arises from exiting lag and resuming growth as fast as possible and maintaining antibiotic tolerance. This trade-off may be weakened by phenotypically heterogeneous clonal populations as induced by GTA. T2 - FAST REAL Project Meeting Tartu CY - Tartu, Estonia DA - 16.06.2025 KW - Biocides KW - Biocide resistance KW - Phenotypic heterogeneity KW - Glutaraldehyde KW - Disinfectants PY - 2025 AN - OPUS4-63834 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - Evolution and mechanistic basis of disinfectant tolerance in E. coli N2 - Disinfectants are important to provide hygiene in sensitive areas, to prevent the spread of infections and to preserve materials from biodeterioration. Bacteria can survive disinfection through phenotypic and genotypic adaptation. Phenotypic heterogeneity may be linked to the ability to evolve disinfectant tolerance. The genetic factors which determine the survival of disinfection remain largely unknown. Here, we investigate the effects of phenotypic heterogeneity on the evolvability of disinfectant tolerance. Furthermore, using a whole-genome CRISPRi-library, we uncover genetic determinants that are important for the survival of disifenction. T2 - µClub Seminar Berlin CY - Berlin, Germany DA - 23.05.2025 KW - Biocides KW - Heterogeneity KW - Biocide resistance KW - Evolution KW - Disinfectants PY - 2025 AN - OPUS4-63833 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - Heterogeneous tolerance to biocides and its consequences for the evolution of antimicrobial resistance N2 - The exposure to antimicrobial substances drives the evolution of antimicrobial resistance (AMR). 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 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. Here, I present results which demonstrate that phenotypic heterogeneity in E. coli, namely the formation of tolerant persister cells, can enable the survival of disinfection and consequentially facilitate the evolution of AMR. Using experimental evolution that selects for tolerance, we find that mutations in lipid A biosynthesis arise following periodic treatment with benzalkonium chloride (BAC), a widely used disinfectant. BAC tolerance is associated with additional, diverse mutations as well as changes in the susceptibility to antibiotics from different classes and changes in motility and biofilm formation, suggesting extensive regulatory re-wiring in the evolved clones. Remarkably, we find that fitness costs (growth rate reduction) incurred by BAC tolerance are alleviated in the presence of antibiotics. These findings demonstrate the complexity underlying the adaptation to antimicrobials and highlight the links between persistence to disinfectants and resistance evolution to antimicrobials. T2 - 4th VAAM discussion meeting 'Microbial Cell Biology' CY - Berlin, Germany DA - 09.10.2022 KW - Persistence KW - Biocides KW - Evolution KW - Disinfection KW - Biocide tolerance KW - Heterogeneity PY - 2022 AN - OPUS4-55958 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Nordholt, Niclas T1 - Persistence against benzalkonium chloride promotes rapid evolution of tolerance under periodic disinfection N2 - A presentation given at the VAAM conference 2022, summarizing our findings published in the research paper "Persistence against benzalkonium chloride promotes rapid evolution of tolerance under periodic disinfection" T2 - Annual conference of the association for general and applied microbiology (VAAM) 2022 CY - Düsseldorf, Germany DA - 21.02.2022 KW - Persistence KW - Biocides KW - Evolution KW - Cross-resistance KW - Biocide tolerance KW - Disinfection PY - 2022 AN - OPUS4-54437 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -