Fitness Inference in Presence of Migrations between Coupled Evolving Populations
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| Main Authors: | , , , , |
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| Format: | Preprint |
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2026
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| _version_ | 1866914588552855552 |
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| author | Huang, Yu-Han Dumont, Bastien Zeng, Hong-Li Barton, John Aurell, Erik |
| author_facet | Huang, Yu-Han Dumont, Bastien Zeng, Hong-Li Barton, John Aurell, Erik |
| contents | The phase of Quasi-Linkage Equilibrium (QLE) in evolutionary populations is analogous to the thermal equilibrium state in statistical mechanics, a concept pioneered by Kimura in 1965 for two-locus two-allele models. QLE describes a stationary state maintained by the interplay of selection, mutation, recombination and genetic drift. Here we extend QLE theory to populations connected by migration, a fundamental evolutionary force that couples the evolutionary dynamics of interacting subpopulations. Specifically, we examine two populations interacting via symmetric or asymmetric migration while evolving under multi-locus selection. Using whole-genome time-series data generated through FFPopSim, we demonstrate that the QLE phase persists under conditions of sufficiently low migration rates. In this regime, we derive analytical inference relations that allow for the accurate and quantitative estimation of both additive fitness and epistatic interactions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2605_22665 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Fitness Inference in Presence of Migrations between Coupled Evolving Populations Huang, Yu-Han Dumont, Bastien Zeng, Hong-Li Barton, John Aurell, Erik Populations and Evolution The phase of Quasi-Linkage Equilibrium (QLE) in evolutionary populations is analogous to the thermal equilibrium state in statistical mechanics, a concept pioneered by Kimura in 1965 for two-locus two-allele models. QLE describes a stationary state maintained by the interplay of selection, mutation, recombination and genetic drift. Here we extend QLE theory to populations connected by migration, a fundamental evolutionary force that couples the evolutionary dynamics of interacting subpopulations. Specifically, we examine two populations interacting via symmetric or asymmetric migration while evolving under multi-locus selection. Using whole-genome time-series data generated through FFPopSim, we demonstrate that the QLE phase persists under conditions of sufficiently low migration rates. In this regime, we derive analytical inference relations that allow for the accurate and quantitative estimation of both additive fitness and epistatic interactions. |
| title | Fitness Inference in Presence of Migrations between Coupled Evolving Populations |
| topic | Populations and Evolution |
| url | https://arxiv.org/abs/2605.22665 |