On the modelling of weights of kids to enhance growth in a local goat population under Tunisian arid conditions: the maternal effects.

To provide the local goat population with an adequate breeding scheme under an arid environment, this study aimed to evaluate the use of alternative models attempting to dissect the additive genetic (AG) and permanent environmental (PE) components of direct and maternal effects on weights of kids up to weaning. Records of 903 local kids over a period of 16 years were used in this study. Data were split into four groups corresponding to four periods along weight recording. Periods 1/2/3/4 contained weights in an interval with upper-lower limits of 1-20/25-60/65-120/125-150 days of age. Models including or ignoring maternal genetic or permanent environmental effects were fitted for all traits. For all periods, the best models were those including the AG component for both direct and maternal effects and the direct PE effect. Heritability estimates of both the direct and maternal effects ranged from low (0.02 for maternal heritability in P1) to moderate (0.17 for direct and maternal heritability in P2 and P3). Period 1 showed the lowest values for heritability of both direct and maternal effects, with also the largest estimate of the ratio of residual to total variance (around 0.2) compared with the other periods, with decreasing ratios as age increased (from 0.13 for P2 to 0.07 for P4). Both direct and maternal estimated breeding values (EBVs) showed high correlations for models fitting direct AG and PE (DGP) effects. For direct EBVs (DEBVs), correlations were above 0.99, indicating that the same animals are expected to be selected under any model that includes those components, regardless of the maternal effects included. For maternal EBVs, correlations were also high, but slightly lower than for the DEBVs between models including DGP effects and maternal genetic effects. Overall, our recommendation for genetic evaluations of direct and maternal effects in this population raised in extensive and harsh conditions is to use weight records preferably collected during the period of high milk production of dams, for which direct and maternal effects are expected to show full expression. Complete pedigrees and several generations of dam-progeny recording are needed to obtain a proper separation of environmental and genetic components.

Evaluation of Genetic Parameters of Growth of Pelibuey and Blackbelly Sheep through Pedigree in Mexico.

Birth weight (BW) and weaning weight (WW) data from Pelibuey and Blackbelly lambs belonging to the Asociación Mexicana de Criadores de Ovinos (AMCO) were used with the objective of estimating genetic parameters (heritability and genetic correlations) and analyzing the growth characteristics of ewes born and weaned at different times of the same year from different herds with pedigree registration. In the case of Pelibuey lambs, the animal model included the weaning weight at 75 days of age, considering the direct additive genetic effect, maternal additive genetic effect, covariance between direct and maternal effects, as well as the permanent environmental effect of the mother. The direct estimators of heritability for Pelibuey were BW = 0.01 ± 0.021 and WW = 0.31 ± 0.074 and for Blackbelly they were BW = 0.05 ± 0.042 and WW = 0.41 ± 0.146. In the case of the maternal heritability estimators in Pelibuey they were BW = 0.02 ± 0.040 and WW = 0.21 ± 0.121 and for Blackbelly they were BW = 0.12 ± 0.054 and WW = 0.28 ± 0.121. The magnitude of the estimates of genetic correlations between direct and maternal effects for adjusted weaning weight at 75 days of age indicate that genetic progress may be slow in a breeding program. However, these selection results could be included in the short term in the breeding programs for the Pelibuey and Blackbelly breeds in Mexico, for livestock development in low-income rural areas.

Genetic evaluation of survival and productivity traits in Arman crossbred sheep / Evaluación genética de las características de supervivencia y productividad en ovinos cruzados Arman / Avaliação genética de características de sobrevivência e produtividade em ovinos mestiços Arman

Abstract Background: Arman sheep breed was synthesized by crossing several breeds, including Baluchi, Ghezel, Chios, and Suffolk. Objective: To estimate the (co)variance components and genetic parameters using the restricted maximum likelihood via twelve animal models for lamb survival and four animal models for ewe productivity traits. Methods: Data and pedigree information were collected at Abbasabad Sheep Breeding Station, Khorasan Razavi province, north-east of Iran, from 1999 to 2011. The traits studied were lamb survival rate (LSR), litter size at birth (LSB), litter size at weaning (LSW), litter mean weight per lambing (LMWL), litter mean weight per lamb weaned (LMWLW), total litter weight at birth (TLWB), and total litter weight at weaning (TLWW). Moreover, multivariate analyses were performed to estimate covariance between the traits. Results: Direct heritability estimates (h2a) for LSR was 0.081 and increased to 0.253 after correcting. Maternal genetic effects (h2m) and common litter effects (l2) accounted for 4 and 11.3% of the phenotypic variance for LSR, respectively. The estimations of h2a were 0.131, 0.080, 0.111, 0.190, 0.118, and 0.150 for LSB, LSW, LMWL, LMWLW, TLWB, and TLWW, respectively. The estimated fractions of variance -attributed to permanent environmental effects on ewe, (pe2) were 0.038, 0.050, 0.071, 0.060, and 0.050 for LSB, LSW, LMWL, TLWB, and TLWW, respectively. Service sire effects (S2) were significant for LSW, LMWL, and TLWB, being 0.038, 0.030, and 0.049, respectively. Direct genetic correlations showed a vast range from 0.13 for LSB-LMWL to 0.91 for LMWL-TLWW. Conclusion: Results indicate that genetic change not only depends on the heritability of traits, but also on the observed phenotypic variation; therefore, improvement of non-genetic factors should be included in the breeding programs.

Resumen Antecedentes: Las ovejas Arman fueron sintetizadas a través del cruzamiento de varias razas, incluyendo Baluchi, Ghezel, Chios y Suffolk. Objetivo: Estimar los componentes de (co)varianza y parámetros genéticos por máxima verosimilitud restringida a través de doce modelos animales para la sobrevivencia de los corderos y cuatro modelos para características de productividad. Métodos: Los datos y la información de pedigrí se recogieron en la Estación de Cría Abbasabad, provincia de Khorasan Razavi, noreste de Irán, entre 1999 y 2011. Las características estudiadas fueron la tasa de supervivencia de los corderos (LSR), tamaño de la camada al nacimiento (LSB), tamaño de la camada al destete (LSW), peso promedio de la camada por parto (LMWL), peso promedio de la camada por cordero destetado (LMWLW), peso total de la camada al nacer (TLWB), y peso total de la camada al destete (TLWW). Además, se realizaron análisis multivariados para estimar la covarianza entre los rasgos. Resultados: La estimacion de heredabilidad directa (h2 ) para LSR2a fue 0,081 y aumentó a 0,253 después de la corrección. Los efectos genéticos maternos (h m) y los efectos comunes de la camada (l2) representaron el 4 y el 11,3% de la varianza fenotípica para LSR, respectuvamente. Las estimaciones de h2 fueron 0,131, 0,080, 0,111, 0,190, 0,118 y 0,150 para LSB, LSW, LMWL, LMWLW, TLWB y TLWW, respectivamente. Las fracciones estimadas de varianza -atribuidas a los efectos ambientales permanentes en las ovejas, (pe2) fueron 0,038, 0,050, 0,071, 0,060 y 0,050 para LSB, LSW, LMWL, TLWB y TLWW, respectivamente. Los efectos del servicio de carneros (S2) fueron significativos para LSW, LMWL y TLWB, siendo 0,038, 0,030 y 0,049, respectivamente. Las correlaciones genéticas directas mostraron un amplio rango de 0,13 para LSB-LMWL a 0,91 para LMWL-TLWW. Conclusión: Los resultados indicaron que el cambio genético no sólo depende de la heredabilidad de los caracteres, sino también de la variación fenotípica observada; por lo tanto, el mejoramiento de los factores no genéticos debe ser incluido en las programas de mejora.

Resumo Antecedentes: Arman ovelhas foi sintetizado pelo cruzamento de quatro raças incluindo Balúchi, Ghezel, Chios e Suffolk. Objetivo: Estimar os componentes de (co)variância e parâmetros genéticos por máxima verossimilhança restrita através de doze modelos animais para a sobrevivência dos cordeiros e quatro modelos animais para características de produtividade. Métodos: Os dados e as informações de pedigree foram coletadas no Abbāsābād Estação de Criação, província de Khorasan Razavi, nordeste do Irã desde 1999 a 2011. As características estudadas foram a taxa de sobrevivência de cordeiro (LSR), tamanho de leitegada ao nascimento (LSB), tamanho de leitegada ao desmame (LSW), peso médio da leitegada por entrega (LMWL), peso médio da leitegada por cordeiro desmamado (LMWLW), o peso total da leitegada ao nascimento (TLWB) e peso total da leitegada ao desmame (TLWW). Além disso, as análises multivariadas foram realizadas para estimar a covariância entre as características. Resultados: As estimativas de herdabilidade direta (h2 ) para 2a LSR foi 0,081 e aumentada até 0,253 após correcção. Os efeitos genéticos maternos (h m) e os efeitos comuns de leitegada (l2) representaram 4 e 11,3% da variância fenotípica de LSR, respectivamente. Estimativas de 2 foram 0,131, 0,080, 0,111, 0,190, 0,118 e 0,150 para a LSB, LSW, LMWL, LMWLW, TLWB e TLWW, a2 respectivamente. As fracções de variância -atribuídos aos efeitos ambientais permanentes em ovelhas, (pe ) foram 0,038, 0,050, 0,071, 0,060 e 0,050 para a LSB, LSW, LMWL, TLWB e TLWW. Os efeitos de serviço de carneiros (s2) foram significativos para LSW, LMWL e TLWB sendo 0,038, 0,030 e 0,049, respectivamente. As correlações genéticas diretas mostrou uma gama de 0,13-0,91 LSB-LMWL para LMWL-TLWW. Conclusão: Os resultados indicaram que a modificação genética não só depende da hereditariedade de traços, mas também da variação fenotípica observada; portanto, a melhoria dos fatores não-genéticos devem ser incluídos em nos programas de melhoramento.