Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model

Detalhes bibliográficos
Autor(a) principal: Kern, Elisandra Lurdes
Data de Publicação: 2018
Outros Autores: Cobuci, Jaime Araujo, Costa, Cláudio Napolis, Ducrocq, Vincent
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Scientia Agrícola (Online)
Texto Completo: https://www.revistas.usp.br/sa/article/view/147486
Resumo: Longevity is an important trait due to its relationship with profitability. Type traits have been used as indirect predictors for productive life. The objective of this study was to evaluate the relationship of 20 type traits on length of productive life in Brazilian Holsteins, using a piecewise Weibull proportional hazard model. Three analyses were performed i) productive life was corrected for within herd level of production as a proxy for functional longevity, which included the time-dependent effects of region within year, class of milk production within herdyear, milk production class within lactation number, fat class and protein contents within herd and (variation in) herd size as well as the time-independent fixed effect of age at first calving and the type trait score; ii) the effects related to production were omitted from the first model (true longevity) and iii) with the first model, the effect of type was also studied considering five classes of percentage of type-scored cows within the herd. All analyses were performed using the Survival Kit program. The final score, angularity, top line, udder texture and suspensory ligament showed the strongest relationship with productive life. When type traits were available only for a small fraction of the herd, the cows had a better chance of remaining longer in the herd. The absence of type trait phenotypes was associated with a strong increase of culling risk for the cows. Type traits were not found to be good indirect predictors of productive life in Brazil.
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spelling Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard modelconformation traitsdairy cattlelongevityculling risksurvival analysisLongevity is an important trait due to its relationship with profitability. Type traits have been used as indirect predictors for productive life. The objective of this study was to evaluate the relationship of 20 type traits on length of productive life in Brazilian Holsteins, using a piecewise Weibull proportional hazard model. Three analyses were performed i) productive life was corrected for within herd level of production as a proxy for functional longevity, which included the time-dependent effects of region within year, class of milk production within herdyear, milk production class within lactation number, fat class and protein contents within herd and (variation in) herd size as well as the time-independent fixed effect of age at first calving and the type trait score; ii) the effects related to production were omitted from the first model (true longevity) and iii) with the first model, the effect of type was also studied considering five classes of percentage of type-scored cows within the herd. All analyses were performed using the Survival Kit program. The final score, angularity, top line, udder texture and suspensory ligament showed the strongest relationship with productive life. When type traits were available only for a small fraction of the herd, the cows had a better chance of remaining longer in the herd. The absence of type trait phenotypes was associated with a strong increase of culling risk for the cows. Type traits were not found to be good indirect predictors of productive life in Brazil.Universidade de São Paulo. Escola Superior de Agricultura Luiz de Queiroz2018-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistas.usp.br/sa/article/view/14748610.1590/1678-992x-2017-0153Scientia Agricola; v. 75 n. 6 (2018); 470-478Scientia Agricola; Vol. 75 No. 6 (2018); 470-478Scientia Agricola; Vol. 75 Núm. 6 (2018); 470-4781678-992X0103-9016reponame:Scientia Agrícola (Online)instname:Universidade de São Paulo (USP)instacron:USPenghttps://www.revistas.usp.br/sa/article/view/147486/141002Copyright (c) 2018 Scientia Agricolainfo:eu-repo/semantics/openAccessKern, Elisandra LurdesCobuci, Jaime AraujoCosta, Cláudio NapolisDucrocq, Vincent2018-06-25T17:28:21Zoai:revistas.usp.br:article/147486Revistahttp://revistas.usp.br/sa/indexPUBhttps://old.scielo.br/oai/scielo-oai.phpscientia@usp.br||alleoni@usp.br1678-992X0103-9016opendoar:2018-06-25T17:28:21Scientia Agrícola (Online) - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
title Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
spellingShingle Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
Kern, Elisandra Lurdes
conformation traits
dairy cattle
longevity
culling risk
survival analysis
title_short Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
title_full Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
title_fullStr Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
title_full_unstemmed Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
title_sort Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model
author Kern, Elisandra Lurdes
author_facet Kern, Elisandra Lurdes
Cobuci, Jaime Araujo
Costa, Cláudio Napolis
Ducrocq, Vincent
author_role author
author2 Cobuci, Jaime Araujo
Costa, Cláudio Napolis
Ducrocq, Vincent
author2_role author
author
author
dc.contributor.author.fl_str_mv Kern, Elisandra Lurdes
Cobuci, Jaime Araujo
Costa, Cláudio Napolis
Ducrocq, Vincent
dc.subject.por.fl_str_mv conformation traits
dairy cattle
longevity
culling risk
survival analysis
topic conformation traits
dairy cattle
longevity
culling risk
survival analysis
description Longevity is an important trait due to its relationship with profitability. Type traits have been used as indirect predictors for productive life. The objective of this study was to evaluate the relationship of 20 type traits on length of productive life in Brazilian Holsteins, using a piecewise Weibull proportional hazard model. Three analyses were performed i) productive life was corrected for within herd level of production as a proxy for functional longevity, which included the time-dependent effects of region within year, class of milk production within herdyear, milk production class within lactation number, fat class and protein contents within herd and (variation in) herd size as well as the time-independent fixed effect of age at first calving and the type trait score; ii) the effects related to production were omitted from the first model (true longevity) and iii) with the first model, the effect of type was also studied considering five classes of percentage of type-scored cows within the herd. All analyses were performed using the Survival Kit program. The final score, angularity, top line, udder texture and suspensory ligament showed the strongest relationship with productive life. When type traits were available only for a small fraction of the herd, the cows had a better chance of remaining longer in the herd. The absence of type trait phenotypes was associated with a strong increase of culling risk for the cows. Type traits were not found to be good indirect predictors of productive life in Brazil.
publishDate 2018
dc.date.none.fl_str_mv 2018-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/sa/article/view/147486
10.1590/1678-992x-2017-0153
url https://www.revistas.usp.br/sa/article/view/147486
identifier_str_mv 10.1590/1678-992x-2017-0153
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.revistas.usp.br/sa/article/view/147486/141002
dc.rights.driver.fl_str_mv Copyright (c) 2018 Scientia Agricola
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2018 Scientia Agricola
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade de São Paulo. Escola Superior de Agricultura Luiz de Queiroz
publisher.none.fl_str_mv Universidade de São Paulo. Escola Superior de Agricultura Luiz de Queiroz
dc.source.none.fl_str_mv Scientia Agricola; v. 75 n. 6 (2018); 470-478
Scientia Agricola; Vol. 75 No. 6 (2018); 470-478
Scientia Agricola; Vol. 75 Núm. 6 (2018); 470-478
1678-992X
0103-9016
reponame:Scientia Agrícola (Online)
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Scientia Agrícola (Online)
collection Scientia Agrícola (Online)
repository.name.fl_str_mv Scientia Agrícola (Online) - Universidade de São Paulo (USP)
repository.mail.fl_str_mv scientia@usp.br||alleoni@usp.br
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