Mutant emergence timing and population immunisation status impact epidemiological dynamics
•Immune waning leads to varying levels of immunity in the population.•We developed a non-Markovian two-strain model to assess mutant invasion.•The same mutant may or may not invade depending solely on its timing of introduction.•Markovian models assuming endemic equilibrium would miss these dynamics...
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Published in | Journal of theoretical biology Vol. 608; p. 112140 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
England
Elsevier Ltd
07.07.2025
Elsevier |
Subjects | |
Online Access | Get full text |
ISSN | 0022-5193 1095-8541 1095-8541 |
DOI | 10.1016/j.jtbi.2025.112140 |
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Abstract | •Immune waning leads to varying levels of immunity in the population.•We developed a non-Markovian two-strain model to assess mutant invasion.•The same mutant may or may not invade depending solely on its timing of introduction.•Markovian models assuming endemic equilibrium would miss these dynamics.
A key question in evolutionary epidemiology is to determine differences in the conditions that may allow some mutant strains to spread in a population where a resident strain is already circulating. Evolutionary invasion analyses assume that the immunity is long-lasting for previously infected individuals making it difficult to study traits such as immune escape. We relax this last assumption and allow the environment faced by the mutant to fluctuate outside of any epidemiological equilibrium. We introduce an original two-strains non-Markovian model that accounts for realistic immunity waning and cross-immunity, inspired by the case of SARS-CoV-2 variants. We show that mutants with increased contagiousness or with some immune escape abilities are more likely to invade the population. We also show that the timing of the introduction of mutant strain in the population is key because it is associated with the population’s immunisation status. Our results underline the importance of immune waning and non-equilibrium dynamics on infectious disease evolution. |
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AbstractList | A key question in evolutionary epidemiology is to determine differences in the conditions that may allow some mutant strains to spread in a population where a resident strain is already circulating. Evolutionary invasion analyses assume that the immunity is long-lasting for previously infected individuals making it difficult to study traits such as immune escape. We relax this last assumption and allow the environment faced by the mutant to fluctuate outside of any epidemiological equilibrium. We introduce an original two-strains non-Markovian model that accounts for realistic immunity waning and cross-immunity, inspired by the case of SARS-CoV-2 variants. We show that mutants with increased contagiousness or with some immune escape abilities are more likely to invade the population. We also show that the timing of the introduction of mutant strain in the population is key because it is associated with the population's immunisation status. Our results underline the importance of immune waning and non-equilibrium dynamics on infectious disease evolution. A key question in evolutionary epidemiology is to determine differences in the conditions that may allow some mutant strains to spread in a population where a resident strain is already circulating. Evolutionary invasion analyses assume that the immunity is long-lasting for previously infected individuals making it difficult to study traits such as immune escape. We relax this last assumption and allow the environment faced by the mutant to fluctuate outside of any epidemiological equilibrium. We introduce an original two-strains non-Markovian model that accounts for realistic immunity waning and cross-immunity, inspired by the case of SARS-CoV-2 variants. We show that mutants with increased contagiousness or with some immune escape abilities are more likely to invade the population. We also show that the timing of the introduction of mutant strain in the population is key because it is associated with the population's immunisation status. Our results underline the importance of immune waning and non-equilibrium dynamics on infectious disease evolution.A key question in evolutionary epidemiology is to determine differences in the conditions that may allow some mutant strains to spread in a population where a resident strain is already circulating. Evolutionary invasion analyses assume that the immunity is long-lasting for previously infected individuals making it difficult to study traits such as immune escape. We relax this last assumption and allow the environment faced by the mutant to fluctuate outside of any epidemiological equilibrium. We introduce an original two-strains non-Markovian model that accounts for realistic immunity waning and cross-immunity, inspired by the case of SARS-CoV-2 variants. We show that mutants with increased contagiousness or with some immune escape abilities are more likely to invade the population. We also show that the timing of the introduction of mutant strain in the population is key because it is associated with the population's immunisation status. Our results underline the importance of immune waning and non-equilibrium dynamics on infectious disease evolution. •Immune waning leads to varying levels of immunity in the population.•We developed a non-Markovian two-strain model to assess mutant invasion.•The same mutant may or may not invade depending solely on its timing of introduction.•Markovian models assuming endemic equilibrium would miss these dynamics. A key question in evolutionary epidemiology is to determine differences in the conditions that may allow some mutant strains to spread in a population where a resident strain is already circulating. Evolutionary invasion analyses assume that the immunity is long-lasting for previously infected individuals making it difficult to study traits such as immune escape. We relax this last assumption and allow the environment faced by the mutant to fluctuate outside of any epidemiological equilibrium. We introduce an original two-strains non-Markovian model that accounts for realistic immunity waning and cross-immunity, inspired by the case of SARS-CoV-2 variants. We show that mutants with increased contagiousness or with some immune escape abilities are more likely to invade the population. We also show that the timing of the introduction of mutant strain in the population is key because it is associated with the population’s immunisation status. Our results underline the importance of immune waning and non-equilibrium dynamics on infectious disease evolution. |
ArticleNumber | 112140 |
Author | Reyné, Bastien Sofonea, Mircea T. Alizon, Samuel Djidjou-Demasse, Ramsès |
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Keywords | SARS-CoV-2 Evolutionary epidemiology Immunity waning Immune escape Evolutionary invasion analysis Non-equilibrium dynamics |
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Snippet | •Immune waning leads to varying levels of immunity in the population.•We developed a non-Markovian two-strain model to assess mutant invasion.•The same mutant... A key question in evolutionary epidemiology is to determine differences in the conditions that may allow some mutant strains to spread in a population where a... |
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SubjectTerms | Adaptive immunology COVID-19 - epidemiology COVID-19 - immunology COVID-19 - transmission COVID-19 - virology Emerging diseases Evolutionary epidemiology Evolutionary invasion analysis Human health and pathology Humans Immune escape Immunity waning Immunization Immunology Infectious diseases Innate immunity Life Sciences Mutation Non-equilibrium dynamics Santé publique et épidémiologie SARS-CoV-2 SARS-CoV-2 - genetics SARS-CoV-2 - immunology Time Factors |
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Title | Mutant emergence timing and population immunisation status impact epidemiological dynamics |
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