RESUMO
Random regression models (RRM) and multitrait models (MTM) were used to estimate genetic parameters for growth traits in Brazilian Brahman cattle and to compare the estimated breeding values obtained by these 2 methodologies. For RRM, 78,641 weight records taken between 60 and 550 d of age from 16,204 cattle were analyzed, and for MTM, the analysis consisted of 17,385 weight records taken at the same ages from 12,925 cattle. All models included the fixed effects of contemporary group and the additive genetic, maternal genetic, and animal permanent environmental effects and the quadratic effect of age at calving (AAC) as covariate. For RRM, the AAC was nested in the animal's age class. The best RRM considered cubic polynomials and the residual variance heterogeneity (5 levels). For MTM, the weights were adjusted for standard ages. For RRM, additive heritability estimates ranged from 0.42 to 0.75, and for MTM, the estimates ranged from 0.44 to 0.72 for both models at 60, 120, 205, 365, and 550 d of age. The maximum maternal heritability estimate (0.08) was at 140 d for RRM, but for MTM, it was highest at weaning (0.09). The magnitude of the genetic correlations was generally from moderate to high. The RRM adequately modeled changes in variance or covariance with age, and provided there was sufficient number of samples, increased accuracy in the estimation of the genetic parameters can be expected. Correlation of bull classifications were different in both methods and at all the ages evaluated, especially at high selection intensities, which could affect the response to selection.
Assuntos
Peso Corporal/genética , Bovinos/crescimento & desenvolvimento , Bovinos/genética , Modelos Genéticos , Animais , Brasil , Cruzamento , Masculino , Fenótipo , Análise de Regressão , DesmameRESUMO
O objetivo foi avaliar a associação genética entre os escores visuais de estrutura, precocidade e musculosidade, com as características peso aos 18 meses, ganho de peso diário e o perímetro escrotal em machos Nelore. Foram utilizados 7.256 registros de animais participantes de provas de ganho de peso. As estimativas dos componentes de (co)variâncias foram obtidas por meio de Máxima Verossimilhança Restrita, empregando-se um modelo animal. Os efeitos fixos de grupo contemporâneo, idade e peso como covariável linear foram considerados; o único efeito aleatório foi o genético aditivo direto. As estimativas de herdabilidade de estrutura, precocidade e musculosidade foram: 0,30; 0,37; 0,32, respectivamente. As estimativas das correlações genéticas entre os escores variaram de 0,76 a 0,95, indicando que os escores são controlados, em grande parte, pelo mesmo grupo de genes. As estimativas das correlações genéticas dos escores visuais com as características de ganho de peso diário, peso aos 18 meses e o perímetro escrotal apresentaram valores semelhantes entre os escores 0,45 a 0,50; 0,80 a 0,83 e -0,05 a -0,03, respectivamente; indicando que a seleção para os escores trará mudanças genéticas no mesmo sentido para o peso aos 18 meses e em menor medida para o ganho de peso.
The aim of this study was to evaluate the genetic association between visual scores of structure, finishing precocity and muscling with weight at 18 months, daily weight gain and scrotal circumference in male Nellore. A total of 7,256 records of animals participating in weight gain trials were used. The (co)variance components were estimated by restricted maximum likelihood, under an animal model. Contemporary group, age and weight as covariate linears were included as fixed effects. Additive genetic effects were the only random effect. The heritability estimates for structure, precocity and muscling were 0.30; 0.37 and 0.32 respectively. The genetic correlations between visual score were 0.76 to 0.95, indicating that the visual scores are controlled by the same set of genes, a fact making individual selection more complex. The visual scores showed similar genetic correlations with daily weight gain, weight at 18 months and scrotal circumference, ranging from 0.45 to 0.50, from 0.80 to 0.83 and from -0.05 to -0.03, respectively, indicating that individual selection for visual scores will result in genetic changes in the same direction in weight at 18 months and, to a lesser extent, in daily weight gain.
Assuntos
Animais , Bovinos , Aumento de Peso/genética , Funções Verossimilhança , Anotação de Sequência Molecular , Genes Precoces , Estruturas Genéticas , MúsculosRESUMO
O objetivo do trabalho foi estimar os parâmetros genéticos das características de crescimento da raça Suffolk, a fim de fornecer subsídio para a definição de estratégias de seleção para programas de melhoramento genético. Os dados analisados, coletados entre os anos de 2007 a 2009, são referentes a ovinos da raça Suffolk oriundos de uma propriedade localizada no Estado de São Paulo, Brasil, participante do programa de melhoramento genético Ovigol, conduzido pela empresa Aries Reprodução e Melhoramento Genético Ovino Ltda. em parceria com a empresa AbacusBio Limited, da Nova Zelândia. As características avaliadas foram: peso ao nascer (PN), ganho de peso pré-desmame (GPP) e peso ao desmame (PD), com número de registro de 1.039, 636 e 649 animais, respectivamente. Para análise estatística, utilizou-se o procedimento GLM do programa computacional SAS; para a consistência do pedigree e para as estimativas dos parâmetros genéticos, os programas computacionais utilizados foram Relax2: pedigree analysis program e o WOMBAT, respectivamente. O modelo linear geral incluiu sexo, grupo de contemporâneos (tipo de parto e ano de nascimento), covariável idade ao desmame (GPP e PD) com efeito quadrático, efeito genético aditivo direto, efeito de ambiente permanente materno e efeito residual. As herdabilidades para PN, GPP e PD foram 0,06, 0,42 e 0,37, respectivamente. As correlações genéticas entre PN e GPP, PN e PD e GPP e PD foram -0,10, -0,03 e 0,97, respectivamente. Na população estudada, as características GPP e PD, apresentam altas respostas à seleção, ao contrário do PN. As características PN e GPP são suficientes para compor um índice de seleção, sendo aconselhável o monitoramento do PN na fase inicial do programa.
The aim of this study was to estimate genetic parameters for growth of Suffolk, in order to provide a basis for the definition of selection strategies for breeding programs. The data analyzed are for Suffolk sheep, collected between years 2007 to 2009, from a property located in the State of São Paulo - Brazil, a participant in the Ovigol breeding program conducted by the company (Aries Reproduction and Breeding Sheep Ltd.) in partnership with (AbacusBio) New Zealand Limited. The evaluated characteristics were: birth weight (PN), weight gain pre-weaning (GPP) and weaning weight (PD), with registration number 1039, 636 and 649 respectively. For statistical analysis we used the GLM procedure of SAS software, for the consistency of pedigree and genetic parameter estimates software Relax2: pedigree analysis program and WOMBAT, respectively, were used. The general linear model included sex, contemporary group (type of birth and year of birth), covariate age at weaning (GPP and PD) with a quadratic effect, direct genetic effect, maternal permanent environmental effect and residual effect. Heritability estimates for PN, PD and GPP were 0.06, 0.42 and 0.37, respectively. Genetic correlations between PN and GPP, and PN and PD and GPP were -0.10, -0.03 and 0.97, respectively. In the study population characteristics GPP and PD have a high response to selection, unlike the PN. The GPP and PN characteristics are enough to make a selection index, it is advisable to monitor the PN in the initial phase of the program.
Assuntos
Animais , Melhoramento Genético , Aptidão Genética , Ovinos/crescimento & desenvolvimento , Ovinos/genética , Modelos Genéticos , Mapeamento Cromossômico/veterináriaRESUMO
The aim of this study was to estimate genetic parameters for BW in meat quail at different ages. A total of 24,382 weight records from 3,652 quail, born between 2009 and 2011, were evaluated. Weekly BW was measured from hatch until 42 d of age. The genetic parameters were estimated by the restricted maximum likelihood method using a multivariate animal model. Heritability of BW ranged from 0.03 to 0.23. Genetic correlations were mainly high and positive. Selection for BW at 28 d of age yielded good indirect genetic progress in BW at 42 d of age.