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Title
Partitioning the genetic variance into genomic and pedigree components for parasite resistance in sheep
Fields of Research (FoR) 2008:
Publication Date
2013
Socio-Economic Objective (SEO) 2008
Abstract
In this study, we estimated the additive genetic variance explained by genomic markers for parasite resistance in a large mixed population of sheep and compared this estimate to the additive genetic variance explained by pedigree. Furthermore, we partitioned the total genetic variance by fitting both of genomic relationship matrix (GRM) and numerator relationship matrix (NRM) simultaneously into a genomic component explained by genomic relationships and a polygenic component explained by pedigree relationships. In this analysis, all the genetic variation explained by pedigree could be captured by the 50K SNP chip markers. When both of GRM and NRM were fitted simultaneously, 73.7% of total genetic variance was explained by genomic effects while the remaining variance (26.3%) was explained by pedigree effects. The proportion of genetic variance explained by genomic effects was further partitioned into 26 chromosomes. A significant relationship was found between chromosome-specific variance and the length of the chromosome (R² = 0.26). This indicates that disease resistance is a largely polygenic trait with a large number of genes involved in the mechanisms of resistance but there are some chromosomal regions that explain a larger proportion of the variation.
Publication Type
Conference Publication
Source of Publication
Proceedings of the Association for the Advancement of Animal Breeding and Genetics, v.20, p. 412-415
Publisher
Association for the Advancement of Animal Breeding and Genetics (AAABG)
Place of Publication
Armidale, Australia
ISSN
1328-3227
Fields of Research (FoR) 2020
Socio-Economic Objective (SEO) 2020
Peer Reviewed
Yes
HERDC Category Description
ISBN
9780473260569
Peer Reviewed
Yes
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