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 inJournal of theoretical biology Vol. 608; p. 112140
Main Authors Reyné, Bastien, Djidjou-Demasse, Ramsès, Sofonea, Mircea T., Alizon, Samuel
Format Journal Article
LanguageEnglish
Published England Elsevier Ltd 07.07.2025
Elsevier
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Online AccessGet full text
ISSN0022-5193
1095-8541
1095-8541
DOI10.1016/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.
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
Language English
License This is an open access article under the CC BY license.
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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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