The influence of natural selection in breeding programs A simulation study

Natural selection, acting directly on fitness or through stabilizing selection for other traits, has always been present in natural populations. In principle, this force will reduce the genetic variability, which is required for artificial selection programs. The genetic improvement of a trait with economic interest by selection programs depends on the amount of genetic diversity for that trait in a particular population. Most studies on the development of breeding programs account only for the genetic variation for the target trait itself. The objective in this work is determining, through computer simulations, the consequences for the evolution of selection programs, considering not only the variability for the trait of interest but also for fitness under different mutational models. Additionally, a scenario where the trait was subjected to stabilizing selection was also studied. Different parameters as effective population size, phenotypic mean, phenotypic variance and heterozygosity were used to monitor the performance in the different scenarios. In conclusion, considering the action of direct natural selection does not lead to lower levels of genetic variability for neutral traits, and thus it does not reduce the ability of populations to respond to artificial selection regardless of the mutational model used. On the other hand, stabilizing selection penalizes individuals with an extreme phenotype (which is the major objective in the artificial selection), reducing their fitness. Therefore, the artificial selection was ineffective in improving traits subjected to stabilizing selection.

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Main Authors: García-Ballesteros, S., Gutiérrez, J. P., Varona, L., Fernández, J.
Format: artículo biblioteca
Language:English
Published: Elsevier 2017
Subjects:Genetic diversity, Fitness, Stabilizing selection, Selection programs,
Online Access:http://hdl.handle.net/20.500.12792/1569
http://hdl.handle.net/10261/289573
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spelling dig-inia-es-10261-2895732023-02-16T12:21:32Z The influence of natural selection in breeding programs A simulation study García-Ballesteros, S. Gutiérrez, J. P. Varona, L. Fernández, J. Genetic diversity Fitness Stabilizing selection Selection programs Natural selection, acting directly on fitness or through stabilizing selection for other traits, has always been present in natural populations. In principle, this force will reduce the genetic variability, which is required for artificial selection programs. The genetic improvement of a trait with economic interest by selection programs depends on the amount of genetic diversity for that trait in a particular population. Most studies on the development of breeding programs account only for the genetic variation for the target trait itself. The objective in this work is determining, through computer simulations, the consequences for the evolution of selection programs, considering not only the variability for the trait of interest but also for fitness under different mutational models. Additionally, a scenario where the trait was subjected to stabilizing selection was also studied. Different parameters as effective population size, phenotypic mean, phenotypic variance and heterozygosity were used to monitor the performance in the different scenarios. In conclusion, considering the action of direct natural selection does not lead to lower levels of genetic variability for neutral traits, and thus it does not reduce the ability of populations to respond to artificial selection regardless of the mutational model used. On the other hand, stabilizing selection penalizes individuals with an extreme phenotype (which is the major objective in the artificial selection), reducing their fitness. Therefore, the artificial selection was ineffective in improving traits subjected to stabilizing selection. 2023-02-16T12:21:32Z 2023-02-16T12:21:32Z 2017 artículo Livestock Science 204: 98-103 (2017) 1871-1413 http://hdl.handle.net/20.500.12792/1569 http://hdl.handle.net/10261/289573 10.1016/j.livsci.2017.08.017 en none Elsevier
institution INIA ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-inia-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del INIA España
language English
topic Genetic diversity
Fitness
Stabilizing selection
Selection programs
Genetic diversity
Fitness
Stabilizing selection
Selection programs
spellingShingle Genetic diversity
Fitness
Stabilizing selection
Selection programs
Genetic diversity
Fitness
Stabilizing selection
Selection programs
García-Ballesteros, S.
Gutiérrez, J. P.
Varona, L.
Fernández, J.
The influence of natural selection in breeding programs A simulation study
description Natural selection, acting directly on fitness or through stabilizing selection for other traits, has always been present in natural populations. In principle, this force will reduce the genetic variability, which is required for artificial selection programs. The genetic improvement of a trait with economic interest by selection programs depends on the amount of genetic diversity for that trait in a particular population. Most studies on the development of breeding programs account only for the genetic variation for the target trait itself. The objective in this work is determining, through computer simulations, the consequences for the evolution of selection programs, considering not only the variability for the trait of interest but also for fitness under different mutational models. Additionally, a scenario where the trait was subjected to stabilizing selection was also studied. Different parameters as effective population size, phenotypic mean, phenotypic variance and heterozygosity were used to monitor the performance in the different scenarios. In conclusion, considering the action of direct natural selection does not lead to lower levels of genetic variability for neutral traits, and thus it does not reduce the ability of populations to respond to artificial selection regardless of the mutational model used. On the other hand, stabilizing selection penalizes individuals with an extreme phenotype (which is the major objective in the artificial selection), reducing their fitness. Therefore, the artificial selection was ineffective in improving traits subjected to stabilizing selection.
format artículo
topic_facet Genetic diversity
Fitness
Stabilizing selection
Selection programs
author García-Ballesteros, S.
Gutiérrez, J. P.
Varona, L.
Fernández, J.
author_facet García-Ballesteros, S.
Gutiérrez, J. P.
Varona, L.
Fernández, J.
author_sort García-Ballesteros, S.
title The influence of natural selection in breeding programs A simulation study
title_short The influence of natural selection in breeding programs A simulation study
title_full The influence of natural selection in breeding programs A simulation study
title_fullStr The influence of natural selection in breeding programs A simulation study
title_full_unstemmed The influence of natural selection in breeding programs A simulation study
title_sort influence of natural selection in breeding programs a simulation study
publisher Elsevier
publishDate 2017
url http://hdl.handle.net/20.500.12792/1569
http://hdl.handle.net/10261/289573
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