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* Genètica i Millora Animal, IRTA-Lleida, 25198 Lleida, Spain
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Grup de Recerca en Remugants, Departament de Ciència Animal i dels Aliments, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
Departamento de Anatomía, Embriología y Genética Animal, Universidad de Zaragoza, 50013 Zaragoza, Spain
Abstract
Although inbreeding (F) is a topic of major concern in animal breeding, estimates of inbreeding depression are usually obtained by modeling the overall F coefficient of each individual, without considering that the recessive (deleterious) genetic load of a given population may be unevenly distributed amongst the founder genomes. The founder-specific partial F coefficient is calculated as the identity-by-descent probability at any given autosomal locus related to a particular founder and allows a more detailed analysis of inbreeding depression on productive traits. Within this context, birth BW data from 2,459 Ripollesa lambs were analyzed under a hierarchical animal model without F-related covariates (Model 0), with inbreeding depression modeled by the overall F coefficient (Model F1), or by the partial F coefficient of 9 founders that made a relevant contribution to the population inbreeding (Model F2). A straightforward empirical Bayes factor (BF) was developed for testing statistical relevance of each F-related covariate, in which greater-than-1 values favored the model including the covariate. The deviance information criterion (DIC) clearly supported Model F1 (5,767.8) rather than Model 0 (5,771.2), suggesting that inbreeding depression had a relevant influence on birth BW data. The linear effect of inbreeding depression was statistically relevant in Model F1 (BF = 2.52 x 1035), with lamb birth BW declining by -13.6 g with each 1% F increase. The quadratic effect of inbreeding depression was almost null in Model F1 (BF = 0.02), as suggested by the reduction in DIC (5,766.9) when this effect was removed from Model F1. On the other hand, Model F2 provided a similar DIC (5,767.9) value, with this parameter falling to 5,764.7 when non-relevant founder-specific inbreeding depression effects were removed. Substantial heterogeneity in founder-specific inbreeding depression was reported by Model F2, where estimates for 4 of the 9 founders did not differ from zero (BF between 0.05 and 0.42), whereas 5 founders originated moderate (-8.2 g for each 1% F increase; BF = 1.42) to high inbreeding depression (-96.2 g for each 1% F increase; BF = 8.80 x 1019). The substantial variability between founder estimates suggested that inbreeding depression effects may mainly be due to a few alleles with major deleterious effects. These results contribute valuable information that should help to achieve more accurate management of inbreeding in the Ripollesa breed.
Key Words: empirical Bayes factor birth weight founder inbreeding depression Ripollesa sheep
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