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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Oxford University Press
2021
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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. |
format | Online Article Text |
id | pubmed-8723146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lopezcorteganoeugenio purgerinbreedingandpurginginpedigreedpopulations |