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Stochastic analysis of emergence of evolutionary cyclic behavior in population dynamics with transfer

  • Nancy Université
  • Université Gustave Eiffel

Research output: Contribution to journalArticlepeer-review

Abstract

Horizontal gene transfer consists in exchanging genetic materials between microorganisms during their lives. This is a major mechanism of bacterial evolution and is believed to be of main importance in antibiotics resistance. We consider a stochastic model for the evolution of a discrete population structured by a trait taking finitely many values, with density-dependent competition. Traits are vertically inherited unless a mutation occurs, and can also be horizontally transferred by unilateral conjugation with frequency dependent rate. Our goal is to analyze the trade-off between natural evolution to higher birth rates on one side, and transfer which drives the population towards lower birth rates on the other side. Simulations show that evolutionary outcomes include evolutionary suicide or cyclic re-emergence of small populations with well-adapted traits. We focus on a parameter scaling where individual mutations are rare but the global mutation rate tends to infinity. This implies that negligible subpopulations may have a strong contribution to evolution. Our main result quantifies the asymptotic dynamics of subpopulation sizes on a logarithmic scale. We characterize the possible evolutionary outcomes with explicit criteria on the model parameters. An important ingredient for the proofs lies in comparisons of the stochastic population process with linear or logistic birth–death processes with immigration. For the latter processes, we derive several results of independent interest.

Original languageEnglish
Pages (from-to)1820-1867
Number of pages48
JournalAnnals of Applied Probability
Volume31
Issue number4
DOIs
Publication statusPublished - 1 Aug 2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 10 - Reduced Inequalities
    SDG 10 Reduced Inequalities

Keywords

  • Bacterial conjugation
  • Branching processes with immigration
  • Coupling
  • Horizontal gene transfer
  • Large population approximation
  • Logistic competition
  • Long time behavior
  • Stochastic individual-based models

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