Treatment outcome in an SI model with evolutionary resistance: a Darwinian model for the evolution of resistance

J Biol Dyn. 2023 Dec;17(1):2255061. doi: 10.1080/17513758.2023.2255061. Epub 2023 Sep 21.

Abstract

We consider a Darwinian (evolutionary game theoretic) version of a standard susceptible-infectious SI model in which the resistance of the disease causing pathogen to a treatment that prevents death to infected individuals is subject to evolutionary adaptation. We determine the existence and stability of all equilibria, both disease-free and endemic, and use the results to determine conditions under which the treatment will succeed or fail. Of particular interest are conditions under which a successful treatment in the absence of resistance adaptation (i.e. one that leads to a stable disease-free equilibrium) will succeed or fail when pathogen resistance is adaptive. These conditions are determined by the relative breadths of treatment effectiveness and infection transmission rate distributions as functions of pathogen resistance.

Keywords: 92D15; 92D30; Darwinian dynamics; SI model; evolutionary adaptation; pathogen resistance to treatment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Humans
  • Models, Biological*
  • Treatment Outcome