Non-pharmaceutical interventions and the emergence of pathogen variants

Author:

Ashby Ben123ORCID,Smith Cameron A2ORCID,Thompson Robin N45

Affiliation:

1. Department of Mathematics, Simon Fraser University , Burnaby, British Columbia , Canada

2. Department of Mathematical Sciences, University of Bath , Bath , UK

3. The Pacific Institute on Pathogens, Pandemics and Society (PIPPS), Simon Fraser University , Burnaby, BC , Canada

4. Mathematics Institute, University of Warwick , Coventry , UK

5. Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research, University of Warwick , Coventry , UK

Abstract

Abstract Non-pharmaceutical interventions (NPIs), such as social distancing and contact tracing, are important public health measures that can reduce pathogen transmission. In addition to playing a crucial role in suppressing transmission, NPIs influence pathogen evolution by mediating mutation supply, restricting the availability of susceptible hosts, and altering the strength of selection for novel variants. Yet it is unclear how NPIs might affect the emergence of novel variants that are able to escape pre-existing immunity (partially or fully), are more transmissible or cause greater mortality. We analyse a stochastic two-strain epidemiological model to determine how the strength and timing of NPIs affect the emergence of variants with similar or contrasting life-history characteristics to the wild type. We show that, while stronger and timelier NPIs generally reduce the likelihood of variant emergence, it is possible for more transmissible variants with high cross-immunity to have a greater probability of emerging at intermediate levels of NPIs. This is because intermediate levels of NPIs allow an epidemic of the wild type that is neither too small (facilitating high mutation supply), nor too large (leaving a large pool of susceptible hosts), to prevent a novel variant from becoming established in the host population. However, since one cannot predict the characteristics of a variant, the best strategy to prevent emergence is likely to be an implementation of strong, timely NPIs.

Funder

Natural Environment Research Council

Publisher

Oxford University Press (OUP)

Subject

Health, Toxicology and Mutagenesis,Ecology, Evolution, Behavior and Systematics,Medicine (miscellaneous)

Reference50 articles.

1. The effect of treatment on pathogen virulence;Porco;J Theor Biol,2005

2. Imperfect vaccination can enhance the transmission of highly virulent pathogens;Read;PLOS Biol,2015

3. On the evolutionary epidemiology of SARS-CoV-2;Day;Curr Biol,2020

4. Vaccination, evolution and changes in the efficacy of vaccines: a theoretical framework;McClean;Proc R So. B Biol Sci,1995

5. Current status of HBV vaccine escape variants—a mathematical model of their epidemiology;Wilson;J Viral Hepat,1998

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