Use of bayesian inference to correlate in vitro embryo production and in vivo fertility in Zebu Bulls
Autor(a) principal: | |
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Data de Publicação: | 2011 |
Outros Autores: | , , , , , , |
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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1813546549104345088 |