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

J. M. Cushing, Junpyo Park, Alex Farrell, Nakul Chitnis

2023Journal of Biological Dynamics12 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

Adaptation (eye)Resistance (ecology)DarwinismBiologyPathogenInfectious disease (medical specialty)DiseaseStability (learning theory)Transmission (telecommunications)Biological evolutionOutcome (game theory)Evolutionary biologyEcologyMathematical economicsGeneticsComputer scienceMathematicsMachine learningNeuroscienceMedicineTelecommunicationsPathologyEvolution and Genetic DynamicsMathematical and Theoretical Epidemiology and Ecology ModelsEvolutionary Game Theory and Cooperation
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