Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls

Detalhes bibliográficos
Autor(a) principal: Sudano, Mateus José [UNESP]
Data de Publicação: 2011
Outros Autores: Crespilho, André MacIel [UNESP], Fernandes, Claudia Barbosa [UNESP], Martins Júnior, Alicio [UNESP], Papa, Frederico Ozanam [UNESP], Rodrigues, Josemar, MacHado, Rui, Landim-Alvarenga, Fernanda Da Cruz [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.4061/2011/436381
http://hdl.handle.net/11449/72914
Resumo: The objective of this experiment was to test in vitro embryo production (IVP) as a tool to estimate fertility performance in zebu bulls using Bayesian inference statistics. Oocytes were matured and fertilized in vitro using sperm cells from three different Zebu bulls (V, T, and G). The three bulls presented similar results with regard to pronuclear formation and blastocyst formation rates. However, the cleavage rates were different between bulls. The estimated conception rates based on combined data of cleavage and blastocyst formation were very similar to the true conception rates observed for the same bulls after a fixed-time artificial insemination program. Moreover, even when we used cleavage rate data only or blastocyst formation data only, the estimated conception rates were still close to the true conception rates. We conclude that Bayesian inference is an effective statistical procedure to estimate in vivo bull fertility using data from IVP. © 2011 Mateus José Sudano et al.
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spelling Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu BullsBos indicusThe objective of this experiment was to test in vitro embryo production (IVP) as a tool to estimate fertility performance in zebu bulls using Bayesian inference statistics. Oocytes were matured and fertilized in vitro using sperm cells from three different Zebu bulls (V, T, and G). The three bulls presented similar results with regard to pronuclear formation and blastocyst formation rates. However, the cleavage rates were different between bulls. The estimated conception rates based on combined data of cleavage and blastocyst formation were very similar to the true conception rates observed for the same bulls after a fixed-time artificial insemination program. Moreover, even when we used cleavage rate data only or blastocyst formation data only, the estimated conception rates were still close to the true conception rates. We conclude that Bayesian inference is an effective statistical procedure to estimate in vivo bull fertility using data from IVP. © 2011 Mateus José Sudano et al.Department of Animal Reproduction and Veterinary Radiology School of Veterinary Medicine and Animal Science São Paulo State University, 18618-000 Botucatu, SPDepartment of Surgical Clinics and Animal Reproduction School of Odontology São Paulo State University, 16050-680 Araçatuba, SPDepartment of Statistics São Carlos Federal University, 13565-905 São Carlos, SPEmbrapa Pecúaria Sudeste, 13560-970 São Carlos, SPDepartment of Animal Reproduction and Veterinary Radiology School of Veterinary Medicine and Animal Science São Paulo State University, 18618-000 Botucatu, SPDepartment of Surgical Clinics and Animal Reproduction School of Odontology São Paulo State University, 16050-680 Araçatuba, SPUniversidade Estadual Paulista (Unesp)Universidade Federal de São Carlos (UFSCar)Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Sudano, Mateus José [UNESP]Crespilho, André MacIel [UNESP]Fernandes, Claudia Barbosa [UNESP]Martins Júnior, Alicio [UNESP]Papa, Frederico Ozanam [UNESP]Rodrigues, JosemarMacHado, RuiLandim-Alvarenga, Fernanda Da Cruz [UNESP]2014-05-27T11:26:16Z2014-05-27T11:26:16Z2011-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.4061/2011/436381Veterinary Medicine International, v. 2011.2042-0048http://hdl.handle.net/11449/7291410.4061/2011/4363812-s2.0-848599474982-s2.0-84859947498.pdf895079627166849184564903008148330000-0002-2420-2550Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengVeterinary Medicine International0,536info:eu-repo/semantics/openAccess2024-09-09T14:00:30Zoai:repositorio.unesp.br:11449/72914Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-09-09T14:00:30Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
title Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
spellingShingle Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
Sudano, Mateus José [UNESP]
Bos indicus
title_short Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
title_full Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
title_fullStr Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
title_full_unstemmed Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
title_sort Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
author Sudano, Mateus José [UNESP]
author_facet Sudano, Mateus José [UNESP]
Crespilho, André MacIel [UNESP]
Fernandes, Claudia Barbosa [UNESP]
Martins Júnior, Alicio [UNESP]
Papa, Frederico Ozanam [UNESP]
Rodrigues, Josemar
MacHado, Rui
Landim-Alvarenga, Fernanda Da Cruz [UNESP]
author_role author
author2 Crespilho, André MacIel [UNESP]
Fernandes, Claudia Barbosa [UNESP]
Martins Júnior, Alicio [UNESP]
Papa, Frederico Ozanam [UNESP]
Rodrigues, Josemar
MacHado, Rui
Landim-Alvarenga, Fernanda Da Cruz [UNESP]
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Universidade Federal de São Carlos (UFSCar)
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
dc.contributor.author.fl_str_mv Sudano, Mateus José [UNESP]
Crespilho, André MacIel [UNESP]
Fernandes, Claudia Barbosa [UNESP]
Martins Júnior, Alicio [UNESP]
Papa, Frederico Ozanam [UNESP]
Rodrigues, Josemar
MacHado, Rui
Landim-Alvarenga, Fernanda Da Cruz [UNESP]
dc.subject.por.fl_str_mv Bos indicus
topic Bos indicus
description The objective of this experiment was to test in vitro embryo production (IVP) as a tool to estimate fertility performance in zebu bulls using Bayesian inference statistics. Oocytes were matured and fertilized in vitro using sperm cells from three different Zebu bulls (V, T, and G). The three bulls presented similar results with regard to pronuclear formation and blastocyst formation rates. However, the cleavage rates were different between bulls. The estimated conception rates based on combined data of cleavage and blastocyst formation were very similar to the true conception rates observed for the same bulls after a fixed-time artificial insemination program. Moreover, even when we used cleavage rate data only or blastocyst formation data only, the estimated conception rates were still close to the true conception rates. We conclude that Bayesian inference is an effective statistical procedure to estimate in vivo bull fertility using data from IVP. © 2011 Mateus José Sudano et al.
publishDate 2011
dc.date.none.fl_str_mv 2011-12-01
2014-05-27T11:26:16Z
2014-05-27T11:26:16Z
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/10.4061/2011/436381
Veterinary Medicine International, v. 2011.
2042-0048
http://hdl.handle.net/11449/72914
10.4061/2011/436381
2-s2.0-84859947498
2-s2.0-84859947498.pdf
8950796271668491
8456490300814833
0000-0002-2420-2550
url http://dx.doi.org/10.4061/2011/436381
http://hdl.handle.net/11449/72914
identifier_str_mv Veterinary Medicine International, v. 2011.
2042-0048
10.4061/2011/436381
2-s2.0-84859947498
2-s2.0-84859947498.pdf
8950796271668491
8456490300814833
0000-0002-2420-2550
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Veterinary Medicine International
0,536
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 repositoriounesp@unesp.br
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