Use of Bayesian Inference to correlate in vitro embryo production and in vivo fertility in zebu bulls.

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.

Bibliographic Details

Main Authors:	SUDANO, M. J., CRESPILHO, A. M., FERNANDES, C. B., MARTINS JUNIOR, A., PAPA, F. O., RODRIGUES, J., MACHADO, R., LANDIM-ALVARENGA, F. da C.
Other Authors:	MATEUS JOSÉ SUDANO, UNESP/BOTUCATU; ANDRÉ MACIEL CRESPILHO, UNESP/BOTUCATU; CLAUDIA BARBOSA FERNANDES, UNESP/BOTUCATU; ALICIO MARTINS JÚNIOR, UNESP/ARAÇATUBA; FREDERICO OZANAM PAPA, UNESP/BOTUCATU; JOSEMAR RODRIGUES, UFSCar/SÃO CARLOS, SP; RUI MACHADO, CPPSE; FERNANDA DA CRUZ LANDIM-ALVARENGA, UNESP/BOTUCATU.
Format:	Artigo de periódico biblioteca
Language:	Ingles English
Published:	2011-12-29
Subjects:	Bayesian inference, Embryo, artificial insemination, zebu,
Online Access:	http://www.alice.cnptia.embrapa.br/alice/handle/doc/911178 https://doi.org/10.4061/2011/436381
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