bioRxivGeneticsPreprint
Fine-Resolution Asymmetric Migration Estimation
Abstract
The genetic structure of populations is often shaped by processes and events that introduce asymmetries to gene flow between geographic locations. Here, we first develop an algorithm that allows efficient computation of pairwise coalescent times in time-homogeneous models of population structure at migration-drift equilibrium. We then use the algorithm as the foundation for a new method to infer asymmetric migration rates in spatial models of population structure. The inferred equilibrium migration rates provide a novel representation of the geographic structure of genetic variation. We assess the method using a variety of simulated histories of gene flow, and apply the method to datasets from poplar trees, North American gray wolves, and human archaeogenetic samples, revealing complex asymmetric migration signals and providing a more refined view of the geographic structure of genetic variation.
- organism: human
- organism: mouse
- organism: plant (other)
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: fine-mapping
- approach: statistical model
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- When migration leaves a clean trace: Decoupling migration from coalescence in the Structured Serial Coalescent
Hao Shen, John Novembre·bioRxiv·Oct 10, 2025
- Visualizing spatial population structure with estimated effective migration surfaces
Desislava Petkova, John Novembre, Matthew Stephens·Nature GeneticsPeer-reviewed·Dec 7, 2015
- Fast and Flexible Estimation of Effective Migration Surfaces
Joseph H. Marcus, Wooseok Ha, … John Novembre·eLifePeer-reviewed·Jul 27, 2021
- Population structure and coalescence in pedigrees: comparisons to the structuredcoalescent and a framework for inference
P. R. Wilton, P. Baduel, … J. Wakeley·Theoretical Population BiologyPeer-reviewed·Jun 1, 2017
- A Spatial Framework for Understanding Population Structure and Admixture.
Gideon Bradburd, Peter L. Ralph, Graham Coop·PLOS GeneticsPeer-reviewed·Jan 15, 2016
- Genealogical asymmetry under the IM model and a two-taxon test for gene flow
Alexander Mackintosh, Derek Setter·GeneticsPeer-reviewed·Sep 30, 2024