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Updated: Oct 11, 2025

Following the Dynamics of Structural Variants in Experimentally Evolved Populations
Published on: February 3, 2023
Evolutionary dynamics in an SI epidemic model with phenotype-structured susceptible compartment
Tommaso Lorenzi1, Andrea Pugliese2, Mattia Sensi2
1Department of Mathematical Sciences "G. L. Lagrange", Dipartimento di Eccellenza 2018-2022, Politecnico di Torino, 10129, Turin, Italy. tommaso.lorenzi@polito.it.
This study introduces a mathematical model for infectious disease spread, revealing that higher infection rates and stronger selective pressures increase disease transmission. Phenotypic changes can either promote or hinder spread, depending on selection strength.
Area of Science:
- Mathematical modeling
- Epidemiology
- Evolutionary biology
Background:
- Understanding disease dynamics requires accounting for individual variability in traits like resistance and proliferation.
- Heritable changes and fitness trade-offs are crucial evolutionary factors influencing disease spread.
Purpose of the Study:
- To develop and analyze a novel SI epidemic model incorporating continuous phenotypic variation.
- To investigate the impact of heritable changes and fitness trade-offs on disease dynamics and host adaptation.
Main Methods:
- Developed a mathematical model coupling an ODE for infected individuals with a PDE for susceptible individuals.
- Derived the basic reproduction number and characterized disease-free and endemic equilibria.
- Integrated analytical results with numerical simulations based on host-parasite experimental data.
Main Results:
- Disease spread is more likely with higher infection rates and stronger selective pressures on susceptible individuals.
- Heritable phenotypic changes can either promote or impede disease spread, contingent on pre-infection selection.
- Endemic infections with lower mortality and higher selection lead to increased host resistance and reduced phenotypic heterogeneity.
Conclusions:
- The model provides a theoretical framework for understanding the interplay between evolutionary parameters and infectious disease spread.
- Phenotypic adaptation in hosts significantly influences epidemic trajectories.
- Selective pressures exerted by pathogens drive host evolutionary responses, impacting disease outcomes.
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