Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1093/JAS/SKAA350 http://hdl.handle.net/11449/208204 |
Resumo: | This study aimed to estimate genetic parameters, including genomic data, for feeding behavior, feed efficiency, and growth traits in Nellore cattle. The following feeding behavior traits were studied (861 animals with records): time spent at the feed bunk (TF), duration of one feeding event (FD), frequency of visits to the bunk (FF), feeding rate (FR), and dry matter intake (DMI) per visit (DMIv). The feed efficiency traits (1,543 animals with records) included residual feed intake (RFI), residual weight gain (RWG), and feed conversion (FC). The growth traits studied were average daily gain (ADG, n = 1,543 animals) and selection (postweaning) weight (WSel, n = 9,549 animals). The (co)variance components were estimated by the maximum restricted likelihood method, fitting animal models that did (single-step genomic best linear unbiased prediction) or did not include (best linear unbiased prediction) genomic information in two-trait analyses. The direct responses to selection were calculated for the feed efficiency traits, ADG, and WSel, as well as the correlated responses in feed efficiency and growth by direct selection for shorter TF. The estimated heritabilities were 0.51 ± 0.06, 0.35 ± 0.06, 0.27 ± 0.07, 0.34 ± 0.06, and 0.33 ± 0.06 for TF, FD, FF, FR, and DMIv, respectively. In general, TF and FD showed positive genetic correlations with all feed efficiency traits (RFI, RWG, and FC), ADG, DMI, and WSel. Additionally, TF showed high and positive genetic and phenotypic correlations with RFI (0.71 ± 0.10 and 0.46 ± 0.02, respectively) and DMI (0.56 ± 0.09 and 0.48 ± 0.03), and medium to weak genetic correlations with growth (0.32 ± 0.11 with ADG and 0.14 ± 0.09 with WSel). The results suggest that TF is a strong indicator trait of feed efficiency, which exhibits high heritability and a weak positive genetic correlation with growth. In a context of a selection index, the inclusion of TF to select animals for shorter TF may accelerate the genetic gain in feed efficiency by reducing RFI but with zero or slightly negative genetic gain in growth traits. |
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Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattleCorrelationHeritabilityResidual feed intakeSelectionTime spent at the feed bunkThis study aimed to estimate genetic parameters, including genomic data, for feeding behavior, feed efficiency, and growth traits in Nellore cattle. The following feeding behavior traits were studied (861 animals with records): time spent at the feed bunk (TF), duration of one feeding event (FD), frequency of visits to the bunk (FF), feeding rate (FR), and dry matter intake (DMI) per visit (DMIv). The feed efficiency traits (1,543 animals with records) included residual feed intake (RFI), residual weight gain (RWG), and feed conversion (FC). The growth traits studied were average daily gain (ADG, n = 1,543 animals) and selection (postweaning) weight (WSel, n = 9,549 animals). The (co)variance components were estimated by the maximum restricted likelihood method, fitting animal models that did (single-step genomic best linear unbiased prediction) or did not include (best linear unbiased prediction) genomic information in two-trait analyses. The direct responses to selection were calculated for the feed efficiency traits, ADG, and WSel, as well as the correlated responses in feed efficiency and growth by direct selection for shorter TF. The estimated heritabilities were 0.51 ± 0.06, 0.35 ± 0.06, 0.27 ± 0.07, 0.34 ± 0.06, and 0.33 ± 0.06 for TF, FD, FF, FR, and DMIv, respectively. In general, TF and FD showed positive genetic correlations with all feed efficiency traits (RFI, RWG, and FC), ADG, DMI, and WSel. Additionally, TF showed high and positive genetic and phenotypic correlations with RFI (0.71 ± 0.10 and 0.46 ± 0.02, respectively) and DMI (0.56 ± 0.09 and 0.48 ± 0.03), and medium to weak genetic correlations with growth (0.32 ± 0.11 with ADG and 0.14 ± 0.09 with WSel). The results suggest that TF is a strong indicator trait of feed efficiency, which exhibits high heritability and a weak positive genetic correlation with growth. In a context of a selection index, the inclusion of TF to select animals for shorter TF may accelerate the genetic gain in feed efficiency by reducing RFI but with zero or slightly negative genetic gain in growth traits.Beef Cattle Research Center Institute of Animal ScienceDepartment of Animal Science Federal University of Jequitinhonha and Mucuri ValleysSchool of Agricultural and Veterinarian Sciences São Paulo State University (Unesp)School of Agricultural and Veterinarian Sciences São Paulo State University (Unesp)Institute of Animal ScienceFederal University of Jequitinhonha and Mucuri ValleysUniversidade Estadual Paulista (Unesp)Benfica, Lorena FerreiraSakamoto, Leandro SannomiyaMagalhães, Ana Fabrícia BragaDe Oliveira, Matheus Henrique Vargas [UNESP]De Albuquerque, Lúcia Galvão [UNESP]Cavalheiro, Roberto [UNESP]Branco, Renata HelenaCyrillo, Joslaine Noely Dos Santos GoncalvesMercadante, Maria Eugênia Zerlotti2021-06-25T11:08:08Z2021-06-25T11:08:08Z2020-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1093/JAS/SKAA350Journal of Animal Science, v. 98, n. 11, 2020.1525-31630021-8812http://hdl.handle.net/11449/20820410.1093/JAS/SKAA3502-s2.0-85097002980Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Animal Scienceinfo:eu-repo/semantics/openAccess2024-06-07T18:43:48Zoai:repositorio.unesp.br:11449/208204Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-06-07T18:43:48Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle |
title |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle |
spellingShingle |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle Benfica, Lorena Ferreira Correlation Heritability Residual feed intake Selection Time spent at the feed bunk |
title_short |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle |
title_full |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle |
title_fullStr |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle |
title_full_unstemmed |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle |
title_sort |
Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle |
author |
Benfica, Lorena Ferreira |
author_facet |
Benfica, Lorena Ferreira Sakamoto, Leandro Sannomiya Magalhães, Ana Fabrícia Braga De Oliveira, Matheus Henrique Vargas [UNESP] De Albuquerque, Lúcia Galvão [UNESP] Cavalheiro, Roberto [UNESP] Branco, Renata Helena Cyrillo, Joslaine Noely Dos Santos Goncalves Mercadante, Maria Eugênia Zerlotti |
author_role |
author |
author2 |
Sakamoto, Leandro Sannomiya Magalhães, Ana Fabrícia Braga De Oliveira, Matheus Henrique Vargas [UNESP] De Albuquerque, Lúcia Galvão [UNESP] Cavalheiro, Roberto [UNESP] Branco, Renata Helena Cyrillo, Joslaine Noely Dos Santos Goncalves Mercadante, Maria Eugênia Zerlotti |
author2_role |
author author author author author author author author |
dc.contributor.none.fl_str_mv |
Institute of Animal Science Federal University of Jequitinhonha and Mucuri Valleys Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Benfica, Lorena Ferreira Sakamoto, Leandro Sannomiya Magalhães, Ana Fabrícia Braga De Oliveira, Matheus Henrique Vargas [UNESP] De Albuquerque, Lúcia Galvão [UNESP] Cavalheiro, Roberto [UNESP] Branco, Renata Helena Cyrillo, Joslaine Noely Dos Santos Goncalves Mercadante, Maria Eugênia Zerlotti |
dc.subject.por.fl_str_mv |
Correlation Heritability Residual feed intake Selection Time spent at the feed bunk |
topic |
Correlation Heritability Residual feed intake Selection Time spent at the feed bunk |
description |
This study aimed to estimate genetic parameters, including genomic data, for feeding behavior, feed efficiency, and growth traits in Nellore cattle. The following feeding behavior traits were studied (861 animals with records): time spent at the feed bunk (TF), duration of one feeding event (FD), frequency of visits to the bunk (FF), feeding rate (FR), and dry matter intake (DMI) per visit (DMIv). The feed efficiency traits (1,543 animals with records) included residual feed intake (RFI), residual weight gain (RWG), and feed conversion (FC). The growth traits studied were average daily gain (ADG, n = 1,543 animals) and selection (postweaning) weight (WSel, n = 9,549 animals). The (co)variance components were estimated by the maximum restricted likelihood method, fitting animal models that did (single-step genomic best linear unbiased prediction) or did not include (best linear unbiased prediction) genomic information in two-trait analyses. The direct responses to selection were calculated for the feed efficiency traits, ADG, and WSel, as well as the correlated responses in feed efficiency and growth by direct selection for shorter TF. The estimated heritabilities were 0.51 ± 0.06, 0.35 ± 0.06, 0.27 ± 0.07, 0.34 ± 0.06, and 0.33 ± 0.06 for TF, FD, FF, FR, and DMIv, respectively. In general, TF and FD showed positive genetic correlations with all feed efficiency traits (RFI, RWG, and FC), ADG, DMI, and WSel. Additionally, TF showed high and positive genetic and phenotypic correlations with RFI (0.71 ± 0.10 and 0.46 ± 0.02, respectively) and DMI (0.56 ± 0.09 and 0.48 ± 0.03), and medium to weak genetic correlations with growth (0.32 ± 0.11 with ADG and 0.14 ± 0.09 with WSel). The results suggest that TF is a strong indicator trait of feed efficiency, which exhibits high heritability and a weak positive genetic correlation with growth. In a context of a selection index, the inclusion of TF to select animals for shorter TF may accelerate the genetic gain in feed efficiency by reducing RFI but with zero or slightly negative genetic gain in growth traits. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-01-01 2021-06-25T11:08:08Z 2021-06-25T11:08:08Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1093/JAS/SKAA350 Journal of Animal Science, v. 98, n. 11, 2020. 1525-3163 0021-8812 http://hdl.handle.net/11449/208204 10.1093/JAS/SKAA350 2-s2.0-85097002980 |
url |
http://dx.doi.org/10.1093/JAS/SKAA350 http://hdl.handle.net/11449/208204 |
identifier_str_mv |
Journal of Animal Science, v. 98, n. 11, 2020. 1525-3163 0021-8812 10.1093/JAS/SKAA350 2-s2.0-85097002980 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Journal of Animal Science |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
repositoriounesp@unesp.br |
_version_ |
1826304376240603136 |