1. Genotype-environment interaction in the genetic variability analysis of reproductive traits in Nellore cattle
- Author
-
Paulo Luiz Souza Carneiro, Thales de Lima Silva, Raysildo Barbosa Lôbo, Raimundo Martins Filho, Diego Pagung Ambrosini, Carlos Henrique Mendes Malhado, State Univ Southwest Bahia, Fed Inst Amapa, Natl Assoc Breeders & Researchers, Univ Fed Ceara, and Universidade Estadual Paulista (Unesp)
- Subjects
0301 basic medicine ,education.field_of_study ,General Veterinary ,Bayesian inference ,Population ,0402 animal and dairy science ,Ice calving ,Bos indicus ,Phenotypic plasticity ,04 agricultural and veterinary sciences ,Biology ,040201 dairy & animal science ,03 medical and health sciences ,Bayes' theorem ,030104 developmental biology ,Statistics ,Trait ,Credible interval ,Environmental sensitivity ,Animal Science and Zoology ,Genetic variability ,Gene–environment interaction ,Reaction norms ,education ,Selection (genetic algorithm) - Abstract
Made available in DSpace on 2020-12-10T17:02:24Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-12-01 Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) The research aim was to evaluate the genotype-environment interactions (GxE) through a study of the reaction norms of Nellore cattle raised in the North and Northeast regions of Brazil at the age at first calving (AFC), with scrotal circumference at 365 and 450 days of age (SC365 and SC450), gestation length (GL) and accumulated productivity (ACP). Bayes hierarchical models with defined parameters at structured levels or stages were used. The Markov chain Monte Carlo method was used to obtain genetic parameter estimates. The environmental gradient of each trait was defined using a 99% credibility interval of the contemporary group's solutions. The animal model showed a better fit for AFC data, and the two-step reaction norms model was the best for the other characteristics. Heritabilities were 0.21 +/- 0.01 for AFC; and ranged from 0.27 +/- 0.04 to 0.58 +/- 0.02, 0.26 +/- 0.05 to 0.57 +/- 0.02, 81 +/- 0.03 to 0.03 +/- 0.02, 0.05 +/- 0.02 to 0.86 +/- 0.03 along the environmental gradient for SC365, SC450, GL and ACP, respectively. Correlations between intercept and slope of the reaction norms allied with reaction norms graphic plots of the ten sires with the greatest number of calves suggest the presence of GxE complex for SC365 and SC450, and thcE scale effect for GL and ACP. However, high correlations between the environments indicate that the GxE for SC450 and ACP is of a low magnitude and its inclusion in genetic evaluations would not influence the population selection. State Univ Southwest Bahia, Itapetinga, BA, Brazil State Univ Southwest Bahia, Dept Biol Sci, Jequie, BA, Brazil Fed Inst Amapa, Porto Grande, Amapa, Brazil Natl Assoc Breeders & Researchers, Ribeirao Preto, SP, Brazil Univ Fed Ceara, Juazeiro Do Norte, Ceara, Brazil Sao Paulo State Univ Unesp, Sch Agr & Vet Sci, Jaboticabal, SP, Brazil Sao Paulo State Univ Unesp, Sch Agr & Vet Sci, Jaboticabal, SP, Brazil CAPES: 001
- Published
- 2019
- Full Text
- View/download PDF