bioRxivEvolutionary Biology
Estimating the timing of multiple admixture pulses during local ancestry inference.
Abstract
Admixture, the mixing of genetically distinct populations, is increasingly recognized as a fundamental biological process. One major goal of admixture analyses is to estimate the timing of admixture events. Whereas most methods today can only detect the most recent admixture event, here we present coalescent theory and associated software that can be used to estimate the timing of multiple admixture events in an admixed population. We extensively validate this approach and evaluate the conditions under which it can succesfully distinguish one from two-pulse admixture models. We apply our approach to real and simulated data of Drosophila melanogaster. We find evidence of a single very recent pulse of cosmopolitan ancestry contributing to African populations as well as evidence for more ancient admixture among genetically differentiated populations in sub-Saharan Africa. These results suggest our method can quantify complex admixture histories involving genetic material introduced by multiple discrete admixture pulses. The new method facilitates the exploration of admixture and its contribution to adaptation, ecological divergence, and speciation.
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
- A hidden Markov model approach for simultaneously estimating local ancestry and admixture time using next generation sequence data in samples of arbitrary ploidy
R. Corbett-Detig, R. Nielsen·PLOS GeneticsPeer-reviewed·Jan 3, 2017
- Estimating the timing of multiple admixture events using 3-locus Linkage Disequilibrium
Mason Liang, Mikhail Shishkin, … Rasmus Nielsen·PLoS GeneticsPeer-reviewed·Jul 15, 2022
- Simultaneous inference of parental admixture proportions and admixture times from unphased local ancestry calls
Siddharth Avadhanam, Amy L. Williams·The American Journal of Human GeneticsPeer-reviewed·Jul 30, 2022
- Complex genetic admixture histories reconstructed with Approximate Bayesian Computations
Cesar Fortes‐Lima, Romain Laurent, … Paul Verdu·Molecular Ecology ResourcesPeer-reviewed·Jan 16, 2021
- Temporal variation in introgressed segments' length statistics sheds light on past admixture pulses
Lionel N. Di Santo, Claudio S. Quilodrán, Mathias Currat·Molecular Biology and EvolutionPeer-reviewed·Nov 21, 2023
- Modeling Continuous Admixture
Ying Zhou, Hongxiang Qiu, Shuhua Xu·Scientific ReportsPeer-reviewed·Feb 23, 2017