ABSTRACT: The intense selection process for economic traits conducted by the poultry breeding programs has been caused several changes in broiler meat quality. A database belonging to a selection program of a broiler male line was used to estimate heritability and genetic correlations for feed conversion ratio and meat quality traits, which were: initial and final pH, lightness, drip loss, thawing loss and shear force. Two-trait analyses were performed and the components of co(variance) and genetic parameters were determined using the Bayesian approach and the GIBBS3F90 software. The heritability estimate found for feed conversion ratio (0.52) showed high influence of direct additive genetic effects on the expression of this trait; therefore, this trait is able to respond to selection. The genetic correlation estimates obtained (-0.50 to 0.33) were indicative of important associations between feed conversion ratio and meat quality traits. The selection to improve feed conversion ratio may cause injury in greater or lesser degree for L*, drip loss (DL), thawing loss (TL) and shear force (SF) in broilers. It is recommended the monitoring of consequences of feed conversion ratio used as selection criteria or meat quality traits in broilers, due to its unfavorable indirect selection for these variables in this population. Breeding methods for efficiency improvements in broilers feed are suggested, which also benefit sensorial and functional properties of the meat.

O objetivo do estudo foi avaliar a estrutura de grupos genéticos aditivos como uma alternativa para melhor ajuste de animais com paternidade desconhecida nas avaliações genéticas. As características estudadas foram: peso a desmama; peso ao sobreano; ganho de peso pós-desmama em 345 dias; perímetro escrotal ao sobreano e o escore visual de musculosidade ao sobreano. Um banco em que todos os animais tinham paternidade conhecida foi utilizado como grupo controle. A partir deste, três cenários foram criados em que 30; 50 ou 70% dos indivíduos foram aleatoriamente assumidos como animais com paternidade desconhecida. As estratégias consideradas de grupos genéticos aditivos foram: ano de nascimento do animal com paternidade desconhecida; fazenda de nascimento do animal com paternidade desconhecida; ano de nascimento e fazenda de nascimento do animal e um grupo controle negativo que manteve os animais com pais desconhecidos. A estratégia adequada de grupo genético aditivo foi escolhida como sendo aquela que resultou em um maior coeficiente de regressão e com valor genético aditivo mais próximos ao predito para os animais do grupo controle. Os resultados que incluíram a estratégia de grupo genético aditivo nos modelos de predição dos valores genéticos mostraram maior coerência com o grupo controle, frente a não inclusão destes nas análises. Dentre as estratégias propostas, ano de nascimento e fazenda de nascimento do animal e apenas ano de nascimento do animal com paternidade desconhecida obtiveram os melhores resultados.

The paper aims to analyze the structure of additive genetic groups as an alternative to include animals with unknown parentage in genetic evaluation. Several traits were studied: weaning weight; yearling weight; post-weaning weight gain in 345 days; scrotal circumference at 18 months of age; and visual muscling scores at 18 months of age. As a control group it was used a database where all animals had known paternity. Thus, three scenarios were defined where 30%; 50% or 70% of the observations were randomly taken as animals with unknown parentage. For these three simulated databases, the strategies considered to define additive genetic groups were: effect of year at birth; effect of farm at birth; effect of year and farm at birth; and a negative control group, which considered animals with unknown paternity. The most appropriate strategy for additive genetic group was chosen as the one that resulted in a higher regression coefficient and additive genetic value closest to the predicted for those animals in the control group. The results considering the strategy of additive genetic show large agreement with the control group. Among the strategies proposed, farm of birth and year of birth of the animal with unknown parentage achieved the best results.

Os objetivos neste trabalho foram investigar, em uma população de bovinos de corte mestiços a obtenção dos efeitos genéticos não-aditivos para as características peso aos 205 e 390 dias e perímetro escrotal e avaliar a consideração desses efeitos na predição dos valores genéticos dos reprodutores utilizando diferentes metodologias de estimação. No método 1, os dados foram pré-ajustados para os efeitos não-aditivos obtidos pelo método de mínimos quadrados em modelo que considerou os efeitos fixos genéticos aditivos diretos e maternos e os não-aditivos, das heterozigoses direta e materna total, e epistasia. No método 2, os efeitos não-aditivos foram considerados covariáveis no modelo genético. Valores genéticos para os dados ajustados e não-ajustados foram preditos considerando efeitos aleatórios no modelo os efeitos aditivos direto e materno e, para peso aos 205 dias, também o efeito permanente de ambiente. Os valores genéticos dos reprodutores nas categorias analisadas, para a característica peso aos 205 dias, foram organizados em arquivos com a finalidade de verificar alterações na magnitude das predições e no ordenamento dos animais, quanto aos dois métodos de correção dos dados para os efeitos não-aditivos. Os efeitos não-aditivos não se assemelham em magnitude e sentido nos dois métodos de estimação utilizados nem para as características avaliadas. Correlações de Pearson e Spearman entre os valores genéticos foram maiores que 0,94. A utilização dos métodos de estimação avaliados não implicaria em mudanças na seleção dos animais.

The objective of this study was to investigate, in a population of crossbred cattle, the obtainment of the non-additive genetic effects for the characteristics weight at 205 and 390 days and scrotal circumference, and to evaluate the consideration of these effects in the prediction of breeding values of sires using different estimation methodologies. In method 1, the data were pre-adjusted for the non-additive effects obtained by least squares means method in a model that considered the direct additive, maternal and non-additive fixed genetic effects, the direct and total maternal heterozygosities, and epistasis. In method 2, the non-additive effects were considered covariates in genetic model. Genetic values for adjusted and non-adjusted data were predicted considering additive direct and maternal effects, and for weight at 205 days, also the permanent environmental effect, as random effects in the model. The breeding values of the categories of sires considered for the weight characteristic at 205 days were organized in files, in order to verify alterations in the magnitude of the predictions and ranking of animals in the two methods of correction data for the non-additives effects. The non-additive effects were not similar in magnitude and direction in the two estimation methods used, nor for the characteristics evaluated. Pearson and Spearman correlations between breeding values were higher than 0.94, and the use of different methods does not imply changes in the selection of animals.

Broiler meat quality is one of the primary factors considered by the poultry industry. This study was conducted to estimate heritability and genetic correlation coefficients for meat quality traits in a single male broiler line. The meat ultimate pH (24 h after slaughter) and lightness presented the highest heritability estimates. Given the estimated genetic correlations, the pH measured at 15 min and 24 h after slaughtering, as well as lightness, were characterized by a close and negative genetic relationship with water holding capacity traits. In contrast, meat quality traits exhibited only non-significant genetic correlations with performance and carcass traits. Noticed exceptions were breast weight, which was genetically and favorably associated with the initial pH and thawing-cooking losses, and ultrasound record of pectoral muscle depth, which was genetically and unfavourably associated with the shear force of meat. Meat pH values at 24 h after slaughtering or lightness may be a favorable selection criterion for the poultry industry for improving meat quality, since these traits are associated with the water holding capacity of the meat. Out of the traits studied, lightness is most easily assessed on the industrial slaughtering line. The direct selection for breast weight could improve the initial pH and thawing-cooking losses of meat, even as selection for ultrasound records of Pectoralis major may affect the meat tenderness in this line

O objetivo desta pesquisa foi estimar as correlações fenotípicas entre as características de qualidade de carne de uma linhagem macho de frangos de corte. Para tanto, foram determinadas as correlações fenotípicas entre essas características, isolando-se os efeitos de data de abate, idade da mãe e sexo. As características avaliadas foram: medidas de pH inicial, em 6 e em 24 horas após o abate, parâmetros de cor, perdas por exsudação, descongelamento e cozimento da carne e força de cisalhamento. A maioria das associações obtidas foi de intensidade fraca a moderada, porém significativa, com magnitude variando entre -0,35 e 0,28. O pH inicial da carne não esteve associado de modo importante com as outras características de qualidade de carne (P>0,05), enquanto o pH em 24 horas após o abate interferiu diretamente nos atributos da carne (P<0,01), estando inversamente relacionado com o teor de luminosidade e as perdas de água da carne, indicando um efeito da queda do pH ao longo das 24 horas após o abate na desnaturação protéica. Comprovou-se a existência da relação entre as variáveis de qualidade de carne em aves, havendo associação fenotípica entre o teor de luminosidade e as perdas por cozimento e as demais características avaliadas. Dessa forma, o pH em 24 horas após o abate, o teor de luminosidade e as perdas por cozimento da carne podem ser indicadores eficientes da qualidade da carne na linhagem estudada.

The goals of this research were to estimate the phenotypic correlations among various meat quality traits from a male broiler line and to describe the relation among these variables. Phenotypical correlations were determined among quality traits, isolating the effects of slaughter date, the age of the mother and sex. The evaluated traits were pH measurements taken at time 0 and at 6 and 24 hours after slaughtering, color parameters, water loss due to exudation, thawing and cooking of the meat, and shear force. Important associations (P<0.01) were found to be significant and, in most cases, weak or moderate, varying from -0.35 to 0.28. The initial pH of the meat was not associated (P>0.05) to the other traits of the meat, whereas the pH at 24 hours after slaughter was able of directly interfering with the attributes of the meat, since this trait was inversely related with lightness and water losses, which indicates an effect of pH fall along 24h after slaughtering on protein denaturation. This study demonstrates that the variables of poultry meat quality are related and that there is a phenotypical association between lightness and cooking losses and the other attributes of the meat. The pH at 24 hours after slaughtering, lightness and cooking losses could be efficient meat quality indicators in this broiler line.