Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques

Detalhes bibliográficos
Autor(a) principal: Fernandes Júnior, Gerardo Alves [UNESP]
Data de Publicação: 2018
Outros Autores: Garcia, Diogo Anastácio [UNESP], Hortolani, Bruna [UNESP], de Albuquerque, Lucia Galvão [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1080/1828051X.2018.1503570
http://hdl.handle.net/11449/180183
Resumo: Multivariate statistical techniques were used to characterise the differences between precocious and non-precocious Nellore females regarding the phenotypic expression of various reproductive and productive traits. Information of 13,105 females was used in a correspondence analysis to describe the relationship of heifer early pregnancy and the categorical variables (stayability and visual scores). Moreover, principal component and factor analyses were used to investigate the relationship between early pregnancy and the continuous variables. These statistical techniques allow synthesising the information of a large set of random and correlated traits in a reduced set of uncorrelated latent variables generated as linear combinations of the original dataset. In this study, principal component and factor analyses indicated that sexually precocious females present higher weight gain from weaning to yearling, backfat thickness, longevity, and cumulative productivity than non-precocious females. In the correspondence analysis, precocious females were associated with score 4, which is between the intermediate and the extremely high expression, of conformation, muscling, finishing precocity and size, and with value 1 (favourable) of stayability. All these findings indicate that the use of precocious females could benefit the overall performance of a herd since they present higher growth rate, better product quality and higher lifetime productivity than non-precocious cows.
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spelling Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniquescorrespondence analysisfactor analysisNellore beef cattlePrincipal component analysisMultivariate statistical techniques were used to characterise the differences between precocious and non-precocious Nellore females regarding the phenotypic expression of various reproductive and productive traits. Information of 13,105 females was used in a correspondence analysis to describe the relationship of heifer early pregnancy and the categorical variables (stayability and visual scores). Moreover, principal component and factor analyses were used to investigate the relationship between early pregnancy and the continuous variables. These statistical techniques allow synthesising the information of a large set of random and correlated traits in a reduced set of uncorrelated latent variables generated as linear combinations of the original dataset. In this study, principal component and factor analyses indicated that sexually precocious females present higher weight gain from weaning to yearling, backfat thickness, longevity, and cumulative productivity than non-precocious females. In the correspondence analysis, precocious females were associated with score 4, which is between the intermediate and the extremely high expression, of conformation, muscling, finishing precocity and size, and with value 1 (favourable) of stayability. All these findings indicate that the use of precocious females could benefit the overall performance of a herd since they present higher growth rate, better product quality and higher lifetime productivity than non-precocious cows.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Sao Paulo State University Jaboticabal UNESPNational Council for Scientific and Technological Development CNPqSao Paulo State University Jaboticabal UNESPUniversidade Estadual Paulista (Unesp)CNPqFernandes Júnior, Gerardo Alves [UNESP]Garcia, Diogo Anastácio [UNESP]Hortolani, Bruna [UNESP]de Albuquerque, Lucia Galvão [UNESP]2018-12-11T17:38:31Z2018-12-11T17:38:31Z2018-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1080/1828051X.2018.1503570Italian Journal of Animal Science.1828-051X1594-4077http://hdl.handle.net/11449/18018310.1080/1828051X.2018.15035702-s2.0-850533824842-s2.0-85053382484.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengItalian Journal of Animal Science0,434info:eu-repo/semantics/openAccess2023-10-28T06:13:11Zoai:repositorio.unesp.br:11449/180183Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-10-28T06:13:11Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
title Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
spellingShingle Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
Fernandes Júnior, Gerardo Alves [UNESP]
correspondence analysis
factor analysis
Nellore beef cattle
Principal component analysis
title_short Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
title_full Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
title_fullStr Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
title_full_unstemmed Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
title_sort Phenotypic relationship of female sexual precocity with production and reproduction traits in beef cattle using multivariate statistical techniques
author Fernandes Júnior, Gerardo Alves [UNESP]
author_facet Fernandes Júnior, Gerardo Alves [UNESP]
Garcia, Diogo Anastácio [UNESP]
Hortolani, Bruna [UNESP]
de Albuquerque, Lucia Galvão [UNESP]
author_role author
author2 Garcia, Diogo Anastácio [UNESP]
Hortolani, Bruna [UNESP]
de Albuquerque, Lucia Galvão [UNESP]
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
CNPq
dc.contributor.author.fl_str_mv Fernandes Júnior, Gerardo Alves [UNESP]
Garcia, Diogo Anastácio [UNESP]
Hortolani, Bruna [UNESP]
de Albuquerque, Lucia Galvão [UNESP]
dc.subject.por.fl_str_mv correspondence analysis
factor analysis
Nellore beef cattle
Principal component analysis
topic correspondence analysis
factor analysis
Nellore beef cattle
Principal component analysis
description Multivariate statistical techniques were used to characterise the differences between precocious and non-precocious Nellore females regarding the phenotypic expression of various reproductive and productive traits. Information of 13,105 females was used in a correspondence analysis to describe the relationship of heifer early pregnancy and the categorical variables (stayability and visual scores). Moreover, principal component and factor analyses were used to investigate the relationship between early pregnancy and the continuous variables. These statistical techniques allow synthesising the information of a large set of random and correlated traits in a reduced set of uncorrelated latent variables generated as linear combinations of the original dataset. In this study, principal component and factor analyses indicated that sexually precocious females present higher weight gain from weaning to yearling, backfat thickness, longevity, and cumulative productivity than non-precocious females. In the correspondence analysis, precocious females were associated with score 4, which is between the intermediate and the extremely high expression, of conformation, muscling, finishing precocity and size, and with value 1 (favourable) of stayability. All these findings indicate that the use of precocious females could benefit the overall performance of a herd since they present higher growth rate, better product quality and higher lifetime productivity than non-precocious cows.
publishDate 2018
dc.date.none.fl_str_mv 2018-12-11T17:38:31Z
2018-12-11T17:38:31Z
2018-01-01
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/10.1080/1828051X.2018.1503570
Italian Journal of Animal Science.
1828-051X
1594-4077
http://hdl.handle.net/11449/180183
10.1080/1828051X.2018.1503570
2-s2.0-85053382484
2-s2.0-85053382484.pdf
url http://dx.doi.org/10.1080/1828051X.2018.1503570
http://hdl.handle.net/11449/180183
identifier_str_mv Italian Journal of Animal Science.
1828-051X
1594-4077
10.1080/1828051X.2018.1503570
2-s2.0-85053382484
2-s2.0-85053382484.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Italian Journal of Animal Science
0,434
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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
_version_ 1799964739172827136