More than efficacy revealed by single-cell analysis of antiviral therapeutics

Sci Adv. 2019 Oct 30;5(10):eaax4761. doi: 10.1126/sciadv.aax4761. eCollection 2019 Oct.

Abstract

Because many aspects of viral infection dynamics and inhibition are governed by stochastic processes, single-cell analysis should provide more information than approaches using population averaging. We have developed a microfluidic device composed of ~6000 wells, with each well containing a microstructure to capture single, infected cells replicating an enterovirus expressing a fluorescent reporter protein. We have used this system to characterize enterovirus inhibitors with distinct mechanisms of action. Single-cell analysis reveals that each class of inhibitor interferes with the viral infection cycle in a manner that can be distinguished by principal component analysis. Single-cell analysis of antiviral candidates not only reveals efficacy but also facilitates clustering of drugs with the same mechanism of action and provides some indication of the ease with which resistance will develop.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antiviral Agents / therapeutic use*
  • Drug Therapy, Combination
  • HSP90 Heat-Shock Proteins / antagonists & inhibitors
  • HSP90 Heat-Shock Proteins / metabolism
  • HeLa Cells
  • Humans
  • Microfluidics
  • Nucleic Acid Synthesis Inhibitors / therapeutic use
  • Poliovirus / enzymology
  • Principal Component Analysis
  • Protease Inhibitors / therapeutic use
  • Single-Cell Analysis*

Substances

  • Antiviral Agents
  • HSP90 Heat-Shock Proteins
  • Nucleic Acid Synthesis Inhibitors
  • Protease Inhibitors