title: The effect of including genomic relationships in the estimation of genetic parameters of functional traits in pigs.
abstract: The term functionality in animal breeding is used for traits that increase the efficiency of production by lowering the input cost, such as animal health and leg weakness related to longevity. The main objective of the study was to investigate the impact of genomic information, in a multivariate variance component analysis, on some of these traits. In addition, the effect of the inclusion was studied by testing the model's prediction ability based on best linear unbiased estimates for fixed and random effects. The material in this study consists of phenotypes from 76,683 animals, of which 4933 animals are genotyped. The heritabilities for front leg conformation, stayability, osteochondrosis and arched back, estimated using the traditional pedigree, were found to be between 0.12 and 0.29. When using the combined genomic and pedigree relationship matrix, the heritabilities were between 0.14 and 0.36. The results show that the combined relationship matrix can be used for the estimation of (co)variance components, and that the predictive ability of the model in this study marginally increases with the inclusion of genomic information.
authors: Research and Development, Norsvin, Hamar, Norway.|Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, Ås, Norway.
authors: T
authors: T
authors: Aasmundstad
authors: Research and Development, Norsvin, Hamar, Norway.
authors: I
authors: I
authors: Andersen-Ranberg
authors: Research and Development, Norsvin, Hamar, Norway.
authors: Ø
authors: Ø
authors: Nordbø
authors: Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, Ås, Norway.
authors: T
authors: T
authors: Meuwissen
authors: Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, Ås, Norway.
authors: O
authors: O
authors: Vangen
authors: Research and Development, Norsvin, Hamar, Norway.
authors: E
authors: E
authors: Grindflek
mesh_terms: D000818:Animals; D001947:Breeding; D005260:Female; D023281:Genomics / Q000379:methods*; D016014:Linear Models; D008957:Models, Genetic; D010641:Phenotype; D013552:Swine / Q000235:genetics*
keywords: Osteochondrosis; conformation; genomic relationship; heritability; longevity