bioRxivBiophysics
Antibiotic transport kinetics in Gram-negative bacteria revealed via single-cell uptake analysis and mathematical modelling
J. Cama, M. Voliotis, J. Metz, A. Smith, J. Iannucci, U. F. Keyser, K. Tsaneva-Atanasova, S. Pagliara
Abstract
The double-membrane cell envelope of Gram-negative bacteria is a formidable barrier to intracellular antibiotic accumulation. A quantitative understanding of antibiotic transport in these cells is crucial for drug development, but this has proved elusive due to the complexity of the problem and a dearth of suitable investigative techniques. Here we combine microfluidics and time-lapse auto-fluorescence microscopy to quantify antibiotic uptake label-free in hundreds of individual Escherichia coli cells. By manipulating the microenvironment, we showed that drug (ofloxacin) accumulation is higher in growing versus non-growing cells. Using genetic knockouts, we provide the first direct evidence that growth phase is more important for drug accumulation than the presence or absence of individual transport pathways. We use our experimental results to inform a mathematical model that predicts drug accumulation kinetics in subcellular compartments. These novel experimental and theoretical results pave the way for the rational design of new Gram-negative antibiotics.
- organism: E. coli
- assay: fluorescence / live-cell microscopy
- research focus: drug response / drug discovery
- approach: experimental assay
- approach: microscopy & imaging analysis
- approach: genetic perturbation / CRISPR
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Efflux only impacts drug accumulation in actively growing cells
E. Whittle, H. McNeil, … J. M. A. Blair·bioRxiv·May 11, 2021
- Fast bacterial growth reduces antibiotic accumulation and efficacy
U. Łapinska, M. Voliotis, … S. Pagliara·bioRxiv·Oct 18, 2021
- Dynamical Model of Drug Accumulation in Bacteria: Sensitivity Analysis and Experimentally Testable Predictions
Vesselinova Neda, Boian S. Alexandrov, Michael E. Wall·PLoS ONEPeer-reviewed·Nov 8, 2016
- The Quantification of Drug Accumulation within Gram-Negative Bacteria
Amir George, Shivangi, … Joel S. Freundlich·ACS Infectious DiseasesPeer-reviewed·Dec 24, 2025
- Bioluminescence-Based Determination of Cytosolic Accumulation of Antibiotics in Escherichia coli
R. Dash, K. Holsinger, … M. Pires·bioRxiv·Dec 6, 2023
- Rapid accumulation of fluorophores and fast kill identify drugs with bactericidal effects against Gram-negative bacteria
Jesus Enrique Salcedo-Sora, Douglas Bruce Kell·bioRxiv·Jul 10, 2025