Invasive advance of an advantageous mutation: Nucleation theory
Authored by Andrew Allstadt, Thomas Caraco, G Korniss, Lauren O'Malley, James Basham, Joseph A Yasi
Date Published: 2006
DOI: 10.1016/j.tpb.2006.06.006
Sponsors:
United States National Science Foundation (NSF)
Research Corporation
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Mathematical description
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Abstract
For sedentary organisms with localized reproduction, spatially clustered
growth drives the invasive advance of a favorable mutation. We model
competition between two alleles where recurrent mutation introduces a
genotype with a rate of local propagation exceeding the resident's rate.
We capture ecologically important properties of the rare invader's
stochastic dynamics by assuming discrete individuals and local
neighborhood interactions. To understand how individual-level processes
may govern population patterns, we invoke the physical theory for
nucleation of spatial systems. Nucleation theory discriminates between
single-cluster and multi-cluster dynamics. A sufficiently low mutation
rate, or a sufficiently small environment, generates single-cluster
dynamics, an inherently stochastic process; a favorable mutation
advances only if the invader cluster reaches a critical radius. For this
mode of invasion, we identify the probability distribution of waiting
times until the favored allele advances to competitive dominance, and we
ask how the critical cluster size varies as propagation or mortality
rates vary. Increasing the mutation rate or system size generates
multi-cluster invasion, where spatial averaging produces nearly
deterministic global dynamics. For this process, an analytical
approximation from nucleation theory, called Avrami's Law, describes the
time-dependent behavior of the genotype densities with remarkable
accuracy. (c) 2006 Elsevier Inc. All rights reserved.
Tags
Dispersal
Phase-transitions
Field-theory
Interspecific competition
Lattice population-models
Pair-edge approximation
Lotka-volterra
system
Kinetic ising-model
Spatial
heterogeneity
Invading organisms