Interference Disturbance Analysis Enables Single-Cell Level Growth and Mobility Characterization for Rapid Antimicrobial Susceptibility Testing

Nano Lett. 2019 Feb 13;19(2):643-651. doi: 10.1021/acs.nanolett.8b02815. Epub 2019 Jan 8.

Abstract

To support the emerging battle against antimicrobial resistance (AMR), detection methods that allow fast and accurate antimicrobial susceptibility testing (AST) are urgently needed. The early identification and application of an appropriate antibiotic treatment leads to lower mortality rates and substantial cost savings and prevents the development of resistant pathogens. In this work, we present a diffraction-based method, which is capable of quantitative bacterial growth, mobility, and susceptibility measurements. The method is based on the temporal analysis of the intensity of a light diffraction peak, which arises due to interference at a periodic pattern of gold nanostructures. The presence of bacteria disturbs the constructive interference, leading to an intensity decrease and thus allows the monitoring of bacterial growth in very low volumes. We demonstrate the direct correlation of the decrease in diffraction peak intensity with bacterial cell number starting from single cells and show the capability for rapid high-throughput AST measurements by determining the minimum inhibitory concentration for three different antimicrobials in less than 2-3 h as well as the susceptibility in less than 30-40 min. Furthermore, bacterial mobility is obtained from short-term fluctuations of the diffraction peak intensity and is shown to decrease by a factor of 3 during bacterial attachment to a surface. This multiparameter detection method allows for rapid AST of planktonic and of biofilm-forming bacterial strains in low volumes and in real-time without the need of high initial cell numbers.

Keywords: Single cell; antimicrobial susceptibility testing; cell mobility; diffraction; microbial growth; nanostructured grating.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Anti-Bacterial Agents / pharmacology*
  • Bacteria / cytology
  • Bacteria / drug effects*
  • Bacteria / growth & development*
  • Bacterial Infections / drug therapy
  • Bacterial Infections / microbiology
  • Equipment Design
  • Escherichia coli / cytology
  • Escherichia coli / drug effects
  • Escherichia coli / growth & development
  • Escherichia coli Infections / drug therapy
  • Escherichia coli Infections / microbiology
  • Humans
  • Microbial Sensitivity Tests / economics
  • Microbial Sensitivity Tests / instrumentation*
  • Microbial Sensitivity Tests / methods
  • Single-Cell Analysis / economics
  • Single-Cell Analysis / instrumentation*
  • Single-Cell Analysis / methods
  • Time Factors

Substances

  • Anti-Bacterial Agents