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

ABSTRACT: 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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Principais autores: KERN, E. L., COBUCI, J. A., COSTA, C. N., DUCROCQ, V.
Outros Autores: Elisandra Lurdes Kern, UFRGS; Jaime Araujo Cobuci, UFRGS; CLAUDIO NAPOLIS COSTA, CNPGL; Vincent Ducrocq, French National Institute for Agricultural Research.
Formato: Separatas biblioteca
Idioma:English
eng
Publicado em: 2019-01-14
Assuntos:Conformation traits, Culling risk, Survival analysis, Dairy cattle, Longevity,
Acesso em linha:http://www.alice.cnptia.embrapa.br/alice/handle/doc/1103810
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spelling dig-alice-doc-11038102019-01-14T23:49:30Z Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model. KERN, E. L. COBUCI, J. A. COSTA, C. N. DUCROCQ, V. Elisandra Lurdes Kern, UFRGS; Jaime Araujo Cobuci, UFRGS; CLAUDIO NAPOLIS COSTA, CNPGL; Vincent Ducrocq, French National Institute for Agricultural Research. Conformation traits Culling risk Survival analysis Dairy cattle Longevity ABSTRACT: 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. 2019-01-14T23:49:24Z 2019-01-14T23:49:24Z 2019-01-14 2018 2019-01-14T23:49:24Z Separatas Scientia Agricola, v. 75, n. 6, p. 470-478, 2018. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1103810 10.1590/1678-992X-2017-0153 en eng openAccess
institution EMBRAPA
collection DSpace
country Brasil
countrycode BR
component Bibliográfico
access En linea
databasecode dig-alice
tag biblioteca
region America del Sur
libraryname Sistema de bibliotecas de EMBRAPA
language English
eng
topic Conformation traits
Culling risk
Survival analysis
Dairy cattle
Longevity
Conformation traits
Culling risk
Survival analysis
Dairy cattle
Longevity
spellingShingle Conformation traits
Culling risk
Survival analysis
Dairy cattle
Longevity
Conformation traits
Culling risk
Survival analysis
Dairy cattle
Longevity
KERN, E. L.
COBUCI, J. A.
COSTA, C. N.
DUCROCQ, V.
Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model.
description ABSTRACT: 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.
author2 Elisandra Lurdes Kern, UFRGS; Jaime Araujo Cobuci, UFRGS; CLAUDIO NAPOLIS COSTA, CNPGL; Vincent Ducrocq, French National Institute for Agricultural Research.
author_facet Elisandra Lurdes Kern, UFRGS; Jaime Araujo Cobuci, UFRGS; CLAUDIO NAPOLIS COSTA, CNPGL; Vincent Ducrocq, French National Institute for Agricultural Research.
KERN, E. L.
COBUCI, J. A.
COSTA, C. N.
DUCROCQ, V.
format Separatas
topic_facet Conformation traits
Culling risk
Survival analysis
Dairy cattle
Longevity
author KERN, E. L.
COBUCI, J. A.
COSTA, C. N.
DUCROCQ, V.
author_sort KERN, E. L.
title Phenotypic relationships between type traits and productive life using a piecewise Weibull proportional hazard model.
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.
publishDate 2019-01-14
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1103810
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