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Study of stayability in Nellore cows using a threshold model

dc.contributor.authorVan Melis, M. H.
dc.contributor.authorEler, J. P.
dc.contributor.authorOliveira, H. N.
dc.contributor.authorRosa, G. J. M.
dc.contributor.authorSilva, J. A. I. I. V.
dc.contributor.authorFerraz, J. B S
dc.contributor.authorPereira, E.
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionUniversidade de São Paulo (USP)
dc.contributor.institutionInst Zootecnia
dc.contributor.institutionUniv Wisconsin
dc.date.accessioned2014-05-20T15:21:08Z
dc.date.available2014-05-20T15:21:08Z
dc.date.issued2007-07-01
dc.description.abstractThe objectives of the current study were to assess the feasibility of using stayability traits to improve fertility of Nellore cows and to examine the genetic relationship among the stayabilities at different ages. Stayability was defined as whether a cow calved every year up to the age of 5 (Stay5), 6 (Stay6), or 7 (Stay7) yr of age or more, given that she was provided the opportunity to breed. Data were analyzed based on a maximum a posteriori probit threshold model to predict breeding values on the liability scale, whereas the Gibbs sampler was used to estimate variance components. The EBV were obtained using all animals included in the pedigree or bulls with at least 10 daughters with stayability observations, and average genetic trends were obtained in the liability and transformed to the probability scale. Additional analyses were performed to study the genetic relationship among stayability traits, which were compared by contrasting results in terms of EBV and the average genetic superiority as a function of the selected proportion of sires. Heritability estimates and SD were 0.25 +/- 0.02, 0.22 +/- 0.03, and 0.28 +/- 0.03 for Stay5, Stay6, and Stay7, respectively. Average genetic trends, by year, were 0.51 +/- 0.34, and 0.38% for Stay5, Stay6, and Stay7, respectively. Estimates of EBV SD, in the probability scale, for all animals included in the pedigree and for bulls with at least 10 daughters with stayability observations were 7.98 and 12.95, 6.93 and 11.38, and 8.24 and 14.30% for Stay5, Stay6, and Stay7, respectively. A reduction in the average genetic superiorities in Stay7 would be expected if the selection were based on Stay5 or Stay6. Nonetheless, the reduction in EPD, depending on selection intensity, is on average 0.74 and 1.55%, respectively. Regressions of the sires' EBV for Stay5 and Stay6 on the sires' EBV for Stay7 confirmed these results. The heritability and genetic trend estimates for all stayability traits indicate that it is possible to improve fertility with selection based on a threshold analysis of stayability. The SD of EBV for stayability traits show that there is adequate genetic variability among animals to justify inclusion of stayability as a selection criterion. The potential linear relationship among stayability traits indicates that selection for improved female traits would be more effective by having predictions on the Stay5 trait.en
dc.description.affiliationUniv Estadual Paulista, BR-14884900 Jaboticabal, Brazil
dc.description.affiliationUniv Estadual Paulista, BR-18618000 Botucatu, SP, Brazil
dc.description.affiliationUniv São Paulo, BR-13635900 Pirassununga, SP, Brazil
dc.description.affiliationInst Zootecnia, Estacao Expt Zootecn, BR-14160900 Sertaozinho, SP, Brazil
dc.description.affiliationUniv Wisconsin, Madison, WI 53706 USA
dc.description.affiliationUnespUniv Estadual Paulista, BR-14884900 Jaboticabal, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, BR-18618000 Botucatu, SP, Brazil
dc.format.extent1780-1786
dc.identifierhttp://dx.doi.org/10.2527/jas.2005-608
dc.identifier.citationJournal of Animal Science. Savoy: Amer Soc Animal Science, v. 85, n. 7, p. 1780-1786, 2007.
dc.identifier.doi10.2527/jas.2005-608
dc.identifier.issn0021-8812
dc.identifier.urihttp://hdl.handle.net/11449/32315
dc.identifier.wosWOS:000247530300020
dc.language.isoeng
dc.publisherAmer Soc Animal Science
dc.relation.ispartofJournal of Animal Science
dc.relation.ispartofjcr1.711
dc.relation.ispartofsjr0,848
dc.rights.accessRightsAcesso restrito
dc.sourceWeb of Science
dc.subjectBayesian inferencept
dc.subjectbeef cattlept
dc.subjectnonlinear modelpt
dc.subjectreproductive traitpt
dc.subjectsurvivalpt
dc.titleStudy of stayability in Nellore cows using a threshold modelen
dc.typeArtigo
dcterms.licensehttp://www.journalofanimalscience.org/site/misc/JAS-InstructionsToAuthors.pdf
dcterms.rightsHolderAmer Soc Animal Science
dspace.entity.typePublication

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