ArticleMolecular biology and evolution2023
Inferring the Direction of Introgression Using Genomic Sequence Data.
Article in Molecular biology and evolution, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Multilocus basis of incipient reproductive isolation in hybridizing populations is revealed by pangenomic and epigenetic divergence.Science advances · 2026Article
- Scaling up Bayesian population phylogenomics through virtual dimension reduction.Nature communications · 2026Article
- On the robustness of Bayesian inference of gene flow to intragenic recombination and natural selection.Molecular biology and evolution · 2026Article
- Inference of Cross-Species Gene Flow Using Genomic Data Depends on the Methods: Case Study of Gene Flow in Drosophila.Systematic biology · 2025Article
- Towards a Research Programme Aiming at Causes and Consequences of Reticulate Evolution.Biology · 2025Review
- Polygenic basis of incipient reproductive isolation in hybridizing populations is revealed by pangenomic and epigenetic divergence.bioRxiv : the preprint server for biology · 2025Article
- The power of coalescent methods for inferring recent and ancient gene flow in endangered Bactrian camels.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- The Impact of Sequencing and Genotyping Errors on Bayesian Analysis of Genomic Data under the Multispecies Coalescent Model.Molecular biology and evolution · 2025Article
- Inference of Gene Flow between Species from Genomic Data When the Mode, Direction, and Lineages are Misspecified.Molecular biology and evolution · 2025Article
- Detection of Ghost Introgression Requires Exploiting Topological and Branch Length Information.Systematic biology · 2024Article
- Major patterns in the introgression history ofeLife · 2023Article
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Authors and funding
5 authors.
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Abstract
Genomic data are informative about the history of species divergence and interspecific gene flow, including the direction, timing, and strength of gene flow. However, gene flow in opposite directions generates similar patterns in multilocus sequence data, such as reduced sequence divergence between the hybridizing species. As a result, inference of the direction of gene flow is challenging. Here, we investigate the information about the direction of gene flow present in genomic sequence data using likelihood-based methods under the multispecies-coalescent-with-introgression model. We analyze the case of two species, and use simulation to examine cases with three or four species. We find that it is easier to infer gene flow from a small population to a large one than in the opposite direction, and easier to infer inflow (gene flow from outgroup species to an ingroup species) than outflow (gene flow from an ingroup species to an outgroup species). It is also easier to infer gene flow if there is a longer time of separate evolution between the initial divergence and subsequent introgression. When introgression is assumed to occur in the wrong direction, the time of introgression tends to be correctly estimated and the Bayesian test of gene flow is often significant, while estimates of introgression probability can be even greater than the true probability. We analyze genomic sequences from Heliconius butterflies to demonstrate that typical genomic datasets are informative about the direction of interspecific gene flow, as well as its timing and strength.
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