Design principles of collateral sensitivity-based dosing strategies

Linda B S Aulin, Apostolos Liakopoulos, Piet H van der Graaf, Daniel E Rozen, J G Coen van Hasselt*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Collateral sensitivity (CS)-based antibiotic treatments, where increased resistance to one antibiotic leads to increased sensitivity to a second antibiotic, may have the potential to limit the emergence of antimicrobial resistance. However, it remains unclear how to best design CS-based treatment schedules. To address this problem, we use mathematical modelling to study the effects of pathogen- and drug-specific characteristics for different treatment designs on bacterial population dynamics and resistance evolution. We confirm that simultaneous and one-day cycling treatments could supress resistance in the presence of CS. We show that the efficacy of CS-based cycling therapies depends critically on the order of drug administration. Finally, we find that reciprocal CS is not essential to suppress resistance, a result that significantly broadens treatment options given the ubiquity of one-way CS in pathogens. Overall, our analyses identify key design principles of CS-based treatment strategies and provide guidance to develop treatment schedules to suppress resistance.

Original languageEnglish
Pages (from-to)5691
JournalNature Communications
Volume12
Issue number1
DOIs
Publication statusPublished - 28 Sept 2021
Externally publishedYes

Keywords

  • Anti-Bacterial Agents/administration & dosage
  • Bacterial Infections/drug therapy
  • Computer Simulation
  • Drug Administration Schedule
  • Drug Collateral Sensitivity
  • Drug Resistance, Bacterial/drug effects
  • Drug Therapy, Combination/methods
  • Humans
  • Microbial Sensitivity Tests
  • Models, Biological
  • Mutation

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