Multilocus Migration-Selection Models
Multilocus Migration-Selection Models
Disciplines
Biology (30%); Mathematics (70%)
Keywords
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Evolutionary Dynamics,
Population Genetics,
Difference Equations,
Spatially Varying Selection,
Multilocus Models,
Migration
Many natural populations are geographically structured and selection varies spatially due to environmental heterogeneity. Population subdivision is known to have numerous important evolutionary consequences. For instance, it has the capacity to maintain genetic variation, it may lead to ecological specialization and, eventually, to speciation. The effects of geographic structure, dispersal, and spatially varying selection are reasonably well understood only if a single locus is under selection. Most ecologically and evolutionary important traits, however, are quantitative and are determined by many gene loci. This project is devoted to the analysis of population-genetic models that describe evolution under the combined action of migration, recombination, and selection on multilocus genotypes. Such models are usually formulated in terms of systems of (nonlinear) difference or differential equations. There are two interrelated goals that shall be achieved. The first is the identification of conditions under which multilocus polymorphism can be maintained by a balance between migration and selection, especially when this is impossible in a panmictic population. The second is the identification of conditions that generate or enhance local adaptation and genetic diversification at multiple loci. Both goals require the determination of the pattern and amount of genetic variation at evolutionary equilibrium. This shall be achieved by concentrating research on three ecologically motivated scenarios: a spatially heterogeneous environment but no population structure (the Levene model), antagonistic directional selection in a population distributed over two demes connected by migration, and stabilizing selection on a quantitative trait, where the optimum may vary among demes. Methodologically, this shall be achieved by applying techniques from the theory of dynamical systems to explore the equilibrium, stability, and bifurcation structure of the underlying models. Comprehensive computational studies will complement the analytical work.
Natural populations are often geographically structured and experience a variety of environmental conditions. Selection caused by environmental heterogeneity may have important consequences for the evolution of spatially subdivided populations. On the one hand, genetic diversity may be enhanced in such populations if different genetic types are favoured in different environments. On the other hand, adaptation to local environments and reduced dispersal between subpopulations may lead to increasingly strong differentiation and, eventually, to speciation.In this project, population-genetic models were analyzed mathematically that describe evolution under the combined action of migration, recombination, and selection on traits determined by many gene loci. One line of research identified conditions under which either polymorphism at multiple loci or polymorphism of multiple alleles can be maintained by a balance between migration and environmentally heterogeneous selection when this is impossible in a uniform environment. For instance, even if dispersal among subpopulations is so high that they are genetically homogeneous, spatially heterogeneous selection can maintain polymorphism at many loci provided different alleles are favored in different environments and they are partially dominant where they are beneficial. Thus, dominance relations and genotype-environment interaction play an important role for the maintenance of genetic variation under such conditions.In a second line of research, the evolution of local adaptation and genetic differentiation between subpopulations was investigated. It could be shown that the most favorable genetic setting for increasing local adaptation and differentiation is one in which new, locally adaptive mutants occur in close physical proximity to loci that are already selectively contributing to differentiation. Thus, clusters of locally adaptive genes are expected to emerge. These findings have interesting consequences for the evolution of genetic architecture and of mechanisms that reduce recombination, such as chromosome inversions.
- Universität Wien - 100%
- Michael Whitlock, University of British Columbia - Canada
- Thomas Nagylaki, University of Chicago - USA
Research Output
- 683 Citations
- 15 Publications
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2014
Title The consequences of dominance and gene flow for local adaptation and differentiation at two linked loci DOI 10.1016/j.tpb.2014.04.001 Type Journal Article Author Akerman A Journal Theoretical Population Biology Pages 42-62 Link Publication -
2014
Title Epistasis and natural selection shape the mutational architecture of complex traits DOI 10.1038/ncomms4709 Type Journal Article Author Jones A Journal Nature Communications Pages 3709 Link Publication -
2010
Title The number of equilibria in the diallelic Levene model with multiple demes DOI 10.1016/j.tpb.2010.12.002 Type Journal Article Author Novak S Journal Theoretical Population Biology Pages 97-101 Link Publication -
2010
Title Dominance and the maintenance of polymorphism in multiallelic migration-selection models with two demes DOI 10.1016/j.tpb.2010.03.006 Type Journal Article Author Peischl S Journal Theoretical Population Biology Pages 12-25 -
2010
Title Evolution and polymorphism in the multilocus Levene model with no or weak epistasis DOI 10.1016/j.tpb.2010.06.002 Type Journal Article Author Bürger R Journal Theoretical Population Biology Pages 123-138 Link Publication -
2011
Title Evolution of Assortative Mating in a Population Expressing Dominance DOI 10.1371/journal.pone.0016821 Type Journal Article Author Schneider K Journal PLoS ONE Link Publication -
2011
Title Some Mathematical Models in Evolutionary Genetics DOI 10.1007/978-3-0348-0122-5_4 Type Book Chapter Author Bürger R Publisher Springer Nature Pages 67-89 -
2011
Title The effects of linkage and gene flow on local adaptation: A two-locus continent–island model DOI 10.1016/j.tpb.2011.07.002 Type Journal Article Author Bürger R Journal Theoretical Population Biology Pages 272-288 Link Publication -
2012
Title The Limits to Parapatric Speciation: Dobzhansky–Muller Incompatibilities in a Continent–Island Model DOI 10.1534/genetics.111.137513 Type Journal Article Author Bank C Journal Genetics Pages 845-863 Link Publication -
2012
Title The effects of stochastic and episodic movement of the optimum on the evolution of the G-matrix and the response of the trait mean to selection DOI 10.1111/j.1420-9101.2012.02598.x Type Journal Article Author Jones A Journal Journal of Evolutionary Biology Pages 2210-2231 Link Publication -
2014
Title The Effect of Linkage on Establishment and Survival of Locally Beneficial Mutations DOI 10.1534/genetics.114.163477 Type Journal Article Author Aeschbacher S Journal Genetics Pages 317-336 Link Publication -
2013
Title Asymmetric selection and the evolution of extraordinary defences DOI 10.1038/ncomms3085 Type Journal Article Author Urban M Journal Nature Communications Pages 2085 Link Publication -
2013
Title Approximate Bayesian computation for modular inference problems with many parameters: the example of migration rates DOI 10.1111/mec.12165 Type Journal Article Author Aeschbacher S Journal Molecular Ecology Pages 987-1002 -
2013
Title The consequences of gene flow for local adaptation and differentiation: a two-locus two-deme model DOI 10.1007/s00285-013-0660-z Type Journal Article Author Akerman A Journal Journal of Mathematical Biology Pages 1135-1198 Link Publication -
2013
Title The effect of linkage on establishment and survival of locally beneficial mutations DOI 10.48550/arxiv.1311.6326 Type Preprint Author Aeschbacher S