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Published on: December 7, 2021
Comparative phylogeographic inference with genome-wide data from aggregated population pairs
Alexander T Xue1,2,3,4, Michael J Hickerson1,2,5
1Subprogram in Ecology, Evolutionary Biology, and Behavior, Department of Biology, Graduate Center of City University of New York, New York, NY, 10016.
This study introduces the aggregate joint site frequency spectrum (ajSFS) for analyzing genomic data. The method reveals synchronous divergence in lampreys but asynchronous divergence in birds, advancing comparative phylogeography.
Area of Science:
- Population genomics
- Comparative phylogeography
- Evolutionary biology
Background:
- Phylogeography traditionally compares population divergences using qualitative methods and organelle DNA.
- Advances in next-generation sequencing and coalescent modeling have improved analyses.
- A unified framework for aggregated genomic-scale data is needed for comparative phylogeography.
Purpose of the Study:
- Introduce and validate the aggregate joint site frequency spectrum (ajSFS) for co-demographic inference.
- Apply the ajSFS to analyze co-divergence and co-migration histories in empirical datasets.
- Demonstrate the utility of ajSFS for complex comparative population genomic studies.
Main Methods:
- Developed the aggregate joint site frequency spectrum (ajSFS).
- Validated ajSFS within a hierarchical Bayesian framework using in silico experiments.
- Applied ajSFS to restriction site-associated DNA (RAD) marker data from lamprey and bird populations.
Main Results:
- Lamprey population pairs showed synchronous co-divergence and secondary contact, with variable migration intensities.
- Bird population pairs exhibited asynchronous co-divergence histories.
- The ajSFS successfully inferred complex co-demographic histories.
Conclusions:
- The ajSFS provides a flexible and powerful tool for comparative phylogeography.
- The method enables unified analysis of aggregated genomic-scale data.
- ajSFS opens new avenues for understanding population divergence and migration.
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