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Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction

Many microbial, fungal, or oomcyete populations violate assumptions for population genetic analysis because these populations are clonal, admixed, partially clonal, and/or sexual. Furthermore, few tools exist that are specifically designed for analyzing data from clonal populations, making analysis...

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Detalles Bibliográficos
Autores principales: Kamvar, Zhian N., Tabima, Javier F., Grünwald, Niklaus J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3961149/
https://www.ncbi.nlm.nih.gov/pubmed/24688859
http://dx.doi.org/10.7717/peerj.281
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author Kamvar, Zhian N.
Tabima, Javier F.
Grünwald, Niklaus J.
author_facet Kamvar, Zhian N.
Tabima, Javier F.
Grünwald, Niklaus J.
author_sort Kamvar, Zhian N.
collection PubMed
description Many microbial, fungal, or oomcyete populations violate assumptions for population genetic analysis because these populations are clonal, admixed, partially clonal, and/or sexual. Furthermore, few tools exist that are specifically designed for analyzing data from clonal populations, making analysis difficult and haphazard. We developed the R package poppr providing unique tools for analysis of data from admixed, clonal, mixed, and/or sexual populations. Currently, poppr can be used for dominant/codominant and haploid/diploid genetic data. Data can be imported from several formats including GenAlEx formatted text files and can be analyzed on a user-defined hierarchy that includes unlimited levels of subpopulation structure and clone censoring. New functions include calculation of Bruvo’s distance for microsatellites, batch-analysis of the index of association with several indices of genotypic diversity, and graphing including dendrograms with bootstrap support and minimum spanning networks. While functions for genotypic diversity and clone censoring are specific for clonal populations, several functions found in poppr are also valuable to analysis of any populations. A manual with documentation and examples is provided. Poppr is open source and major releases are available on CRAN: http://cran.r-project.org/package=poppr. More supporting documentation and tutorials can be found under ‘resources’ at: http://grunwaldlab.cgrb.oregonstate.edu/.
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spelling pubmed-39611492014-03-31 Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction Kamvar, Zhian N. Tabima, Javier F. Grünwald, Niklaus J. PeerJ Bioinformatics Many microbial, fungal, or oomcyete populations violate assumptions for population genetic analysis because these populations are clonal, admixed, partially clonal, and/or sexual. Furthermore, few tools exist that are specifically designed for analyzing data from clonal populations, making analysis difficult and haphazard. We developed the R package poppr providing unique tools for analysis of data from admixed, clonal, mixed, and/or sexual populations. Currently, poppr can be used for dominant/codominant and haploid/diploid genetic data. Data can be imported from several formats including GenAlEx formatted text files and can be analyzed on a user-defined hierarchy that includes unlimited levels of subpopulation structure and clone censoring. New functions include calculation of Bruvo’s distance for microsatellites, batch-analysis of the index of association with several indices of genotypic diversity, and graphing including dendrograms with bootstrap support and minimum spanning networks. While functions for genotypic diversity and clone censoring are specific for clonal populations, several functions found in poppr are also valuable to analysis of any populations. A manual with documentation and examples is provided. Poppr is open source and major releases are available on CRAN: http://cran.r-project.org/package=poppr. More supporting documentation and tutorials can be found under ‘resources’ at: http://grunwaldlab.cgrb.oregonstate.edu/. PeerJ Inc. 2014-03-04 /pmc/articles/PMC3961149/ /pubmed/24688859 http://dx.doi.org/10.7717/peerj.281 Text en © 2014 Kamvar et al. http://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Bioinformatics
Kamvar, Zhian N.
Tabima, Javier F.
Grünwald, Niklaus J.
Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
title Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
title_full Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
title_fullStr Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
title_full_unstemmed Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
title_short Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
title_sort poppr: an r package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3961149/
https://www.ncbi.nlm.nih.gov/pubmed/24688859
http://dx.doi.org/10.7717/peerj.281
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