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Mutation in populations governed by a Galton-Watson branching process
1Mathematical Sciences Institute, Australian National University, Canberra, Australia; Research School of Biology, Australian National University, Canberra, Australia.
Theoretical Population Biology
|December 14, 2017
Summary
This study presents a population genetics model using a multitype branching process. It reveals how neutral mutations cause populations to split, transitioning from drift to mutation dominance.
Area of Science:
- Population Genetics
- Mathematical Biology
- Evolutionary Dynamics
Background:
- Understanding the evolutionary dynamics of populations with multiple alleles is crucial.
- Previous models often simplified the interplay between genetic drift and mutation.
- Branching processes offer a powerful framework for modeling population genetics.
Purpose of the Study:
- To develop and analyze a population genetics model based on a multitype branching process.
- To investigate the effects of neutral mutations on population structure and dynamics.
- To derive and solve the forward Kolmogorov equation in the diffusion limit.
Main Methods:
- Utilizing a multitype branching process (Galton-Watson process for multiple alleles).
- Deriving the diffusion limit forward Kolmogorov equation for neutral mutations.
- Obtaining asymptotic stationary and approximate time-dependent solutions.
- Employing numerical simulations to validate the approximate solution.
Main Results:
- The asymptotic stationary solution shows population partitioning influenced by mutation rates.
- An approximate time-dependent solution reveals a rapid transition from drift to mutation dominance.
- The transition point depends on growth factors and mutation rates.
- Numerical simulations confirm the accuracy of the approximate solution.
Conclusions:
- Neutral mutations drive population subdivision in a manner determined by mutation rates.
- A distinct phase transition occurs from drift- to mutation-dominated dynamics.
- The model provides a robust framework for studying allele frequency dynamics and population structure.
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