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Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes

Selection of desirable genotypes or progenies is perhaps the most important practical method in plant and animal breeding programs. The selection index method is the most useful method to choose superior genotypes based on using simultaneous several traits. The optimum and base selection indices are...

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Autores principales: Rahimi, Mehdi, Debnath, Sandip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10624857/
https://www.ncbi.nlm.nih.gov/pubmed/37923801
http://dx.doi.org/10.1038/s41598-023-46368-6
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author Rahimi, Mehdi
Debnath, Sandip
author_facet Rahimi, Mehdi
Debnath, Sandip
author_sort Rahimi, Mehdi
collection PubMed
description Selection of desirable genotypes or progenies is perhaps the most important practical method in plant and animal breeding programs. The selection index method is the most useful method to choose superior genotypes based on using simultaneous several traits. The optimum and base selection indices are the two indicators that are most used in plant and animal breeding. In this paper, a simple and practical code was developed for the analysis of optimum, base, and Pesek and Baker selection indices. Four different criteria were used to evaluate the selection index, and the phenotypic and genotypic variance–covariance matrix of traits was obtained based on statistical or genetical design. Moreover, an index that was more efficient on these coefficients was used for the breeding program. The results showed that simultaneous selection for the important traits desired by the breeder through economic values such as heritability, genetic, or phenotypic correlation is the most effective method for selecting the best genotypes. Therefore, the best progeny or genotype can be selected to use in breeding programs. This program provides detailed information on selection indices of segregation and natural populations involving any number of individuals or genotypes. These codes are much easier and simpler than other programs and provide more information than other programs. This code is easy to execute in both R and SAS programs.
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spelling pubmed-106248572023-11-05 Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes Rahimi, Mehdi Debnath, Sandip Sci Rep Article Selection of desirable genotypes or progenies is perhaps the most important practical method in plant and animal breeding programs. The selection index method is the most useful method to choose superior genotypes based on using simultaneous several traits. The optimum and base selection indices are the two indicators that are most used in plant and animal breeding. In this paper, a simple and practical code was developed for the analysis of optimum, base, and Pesek and Baker selection indices. Four different criteria were used to evaluate the selection index, and the phenotypic and genotypic variance–covariance matrix of traits was obtained based on statistical or genetical design. Moreover, an index that was more efficient on these coefficients was used for the breeding program. The results showed that simultaneous selection for the important traits desired by the breeder through economic values such as heritability, genetic, or phenotypic correlation is the most effective method for selecting the best genotypes. Therefore, the best progeny or genotype can be selected to use in breeding programs. This program provides detailed information on selection indices of segregation and natural populations involving any number of individuals or genotypes. These codes are much easier and simpler than other programs and provide more information than other programs. This code is easy to execute in both R and SAS programs. Nature Publishing Group UK 2023-11-03 /pmc/articles/PMC10624857/ /pubmed/37923801 http://dx.doi.org/10.1038/s41598-023-46368-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Rahimi, Mehdi
Debnath, Sandip
Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes
title Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes
title_full Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes
title_fullStr Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes
title_full_unstemmed Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes
title_short Estimating optimum and base selection indices in plant and animal breeding programs by development new and simple SAS and R codes
title_sort estimating optimum and base selection indices in plant and animal breeding programs by development new and simple sas and r codes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10624857/
https://www.ncbi.nlm.nih.gov/pubmed/37923801
http://dx.doi.org/10.1038/s41598-023-46368-6
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