Cargando…

popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator

BACKGROUND: Sequencing and genotyping technology advancements have led to massive, growing repositories of spatially explicit genetic data and increasing quantities of temporal data (i.e., ancient DNA). These data will allow more complex and fine-scale inferences about population history than ever b...

Descripción completa

Detalles Bibliográficos
Autor principal: McManus, Kimberly F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399400/
https://www.ncbi.nlm.nih.gov/pubmed/25883677
http://dx.doi.org/10.1186/s13029-015-0036-4
_version_ 1782366927032680448
author McManus, Kimberly F
author_facet McManus, Kimberly F
author_sort McManus, Kimberly F
collection PubMed
description BACKGROUND: Sequencing and genotyping technology advancements have led to massive, growing repositories of spatially explicit genetic data and increasing quantities of temporal data (i.e., ancient DNA). These data will allow more complex and fine-scale inferences about population history than ever before; however, new methods are needed to test complex hypotheses. RESULTS: This article presents popRange, a forward genetic simulator, which incorporates large-scale genetic data with stochastic spatially and temporally explicit demographic and selective models. Features such as spatially and temporally variable selection coefficients and demography are incorporated in a highly flexible manner. popRange is implemented as an R package and presented with an example simulation exploring a selected allele’s trajectory in multiple subpopulations. CONCLUSIONS: popRange allows researchers to evaluate and test complex scenarios by simulating large-scale data with complicated demographic and selective features. popRange is available for download at http://cran.r-project.org/web/packages/popRange/index.html. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13029-015-0036-4) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4399400
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-43994002015-04-17 popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator McManus, Kimberly F Source Code Biol Med Software BACKGROUND: Sequencing and genotyping technology advancements have led to massive, growing repositories of spatially explicit genetic data and increasing quantities of temporal data (i.e., ancient DNA). These data will allow more complex and fine-scale inferences about population history than ever before; however, new methods are needed to test complex hypotheses. RESULTS: This article presents popRange, a forward genetic simulator, which incorporates large-scale genetic data with stochastic spatially and temporally explicit demographic and selective models. Features such as spatially and temporally variable selection coefficients and demography are incorporated in a highly flexible manner. popRange is implemented as an R package and presented with an example simulation exploring a selected allele’s trajectory in multiple subpopulations. CONCLUSIONS: popRange allows researchers to evaluate and test complex scenarios by simulating large-scale data with complicated demographic and selective features. popRange is available for download at http://cran.r-project.org/web/packages/popRange/index.html. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13029-015-0036-4) contains supplementary material, which is available to authorized users. BioMed Central 2015-04-11 /pmc/articles/PMC4399400/ /pubmed/25883677 http://dx.doi.org/10.1186/s13029-015-0036-4 Text en © McManus; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
McManus, Kimberly F
popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator
title popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator
title_full popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator
title_fullStr popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator
title_full_unstemmed popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator
title_short popRange: a highly flexible spatially and temporally explicit Wright-Fisher simulator
title_sort poprange: a highly flexible spatially and temporally explicit wright-fisher simulator
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399400/
https://www.ncbi.nlm.nih.gov/pubmed/25883677
http://dx.doi.org/10.1186/s13029-015-0036-4
work_keys_str_mv AT mcmanuskimberlyf poprangeahighlyflexiblespatiallyandtemporallyexplicitwrightfishersimulator