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popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator
1Departments of Biology and Biomedical Informatics, Stanford University, Stanford, CA 94305 USA ; Departments of Biomedical Informatics, Stanford University, Stanford, CA 94305 USA.
A new R package called popRange enables researchers to simulate complex genetic scenarios using large-scale spatial and temporal data. This tool aids in testing intricate hypotheses about population history and evolution.
Area of Science:
- Population genetics
- Computational biology
- Evolutionary genetics
Background:
- Advancements in sequencing and genotyping yield vast spatial and temporal genetic datasets.
- Existing methods are insufficient for testing complex hypotheses with these large-scale data.
Purpose of the Study:
- To introduce popRange, a novel forward genetic simulator.
- To provide a flexible tool for incorporating complex demographic and selective models into genetic simulations.
Main Methods:
- popRange simulates large-scale genetic data using stochastic, spatially and temporally explicit models.
- It incorporates variable selection coefficients and demographic parameters.
- The simulator is implemented as an R package.
Main Results:
- popRange successfully simulates genetic data under complex scenarios.
- An example demonstrates simulating an allele's trajectory across subpopulations.
Conclusions:
- popRange empowers researchers to evaluate complex evolutionary hypotheses.
- The R package facilitates testing intricate demographic and selective features in genetic data.
- popRange is publicly available for download.
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