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purgeR: inbreeding and purging in pedigreed populations

SUMMARY: Inbreeding depression and genetic purging are important processes shaping the survivability and evolution of small populations. However, detecting purging is challenging in practice, in part because there are limited tools dedicated to it. I present a new R package to assist population anal...

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Autor principal: López-Cortegano, Eugenio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723146/
https://www.ncbi.nlm.nih.gov/pubmed/34406359
http://dx.doi.org/10.1093/bioinformatics/btab599
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author López-Cortegano, Eugenio
author_facet López-Cortegano, Eugenio
author_sort López-Cortegano, Eugenio
collection PubMed
description SUMMARY: Inbreeding depression and genetic purging are important processes shaping the survivability and evolution of small populations. However, detecting purging is challenging in practice, in part because there are limited tools dedicated to it. I present a new R package to assist population analyses on detection and quantification of the inbreeding depression and genetic purging of biological fitness in pedigreed populations. It includes a collection of methods to estimate different measurements of inbreeding (Wright’s, partial and ancestral inbreeding coefficients) as well as purging parameters (purged inbreeding, and opportunity of purging coefficients). Additional functions are also included to estimate population parameters, allowing to contextualize inbreeding and purging these results in terms of the population demographic history. purgeR is a valuable tool to gain insight into processes related to inbreeding and purging, and to better understand fitness and inbreeding load evolution in small populations. AVAILABILITY AND IMPLEMENTATION: purgeR is an R package available at CRAN, and can be installed via install.packages(“purgeR”). Source code is maintained at a GitLab repository (https://gitlab.com/elcortegano/purgeR). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-87231462022-01-05 purgeR: inbreeding and purging in pedigreed populations López-Cortegano, Eugenio Bioinformatics Applications Notes SUMMARY: Inbreeding depression and genetic purging are important processes shaping the survivability and evolution of small populations. However, detecting purging is challenging in practice, in part because there are limited tools dedicated to it. I present a new R package to assist population analyses on detection and quantification of the inbreeding depression and genetic purging of biological fitness in pedigreed populations. It includes a collection of methods to estimate different measurements of inbreeding (Wright’s, partial and ancestral inbreeding coefficients) as well as purging parameters (purged inbreeding, and opportunity of purging coefficients). Additional functions are also included to estimate population parameters, allowing to contextualize inbreeding and purging these results in terms of the population demographic history. purgeR is a valuable tool to gain insight into processes related to inbreeding and purging, and to better understand fitness and inbreeding load evolution in small populations. AVAILABILITY AND IMPLEMENTATION: purgeR is an R package available at CRAN, and can be installed via install.packages(“purgeR”). Source code is maintained at a GitLab repository (https://gitlab.com/elcortegano/purgeR). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-08-18 /pmc/articles/PMC8723146/ /pubmed/34406359 http://dx.doi.org/10.1093/bioinformatics/btab599 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
López-Cortegano, Eugenio
purgeR: inbreeding and purging in pedigreed populations
title purgeR: inbreeding and purging in pedigreed populations
title_full purgeR: inbreeding and purging in pedigreed populations
title_fullStr purgeR: inbreeding and purging in pedigreed populations
title_full_unstemmed purgeR: inbreeding and purging in pedigreed populations
title_short purgeR: inbreeding and purging in pedigreed populations
title_sort purger: inbreeding and purging in pedigreed populations
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723146/
https://www.ncbi.nlm.nih.gov/pubmed/34406359
http://dx.doi.org/10.1093/bioinformatics/btab599
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