title: A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.
abstract: The genetic structure of sheep reflects their domestication and subsequent formation into discrete breeds. Understanding genetic structure is essential for achieving genetic improvement through genome-wide association studies, genomic selection and the dissection of quantitative traits. After identifying the first genome-wide set of SNP for sheep, we report on levels of genetic variability both within and between a diverse sample of ovine populations. Then, using cluster analysis and the partitioning of genetic variation, we demonstrate sheep are characterised by weak phylogeographic structure, overlapping genetic similarity and generally low differentiation which is consistent with their short evolutionary history. The degree of population substructure was, however, sufficient to cluster individuals based on geographic origin and known breed history. Specifically, African and Asian populations clustered separately from breeds of European origin sampled from Australia, New Zealand, Europe and North America. Furthermore, we demonstrate the presence of stratification within some, but not all, ovine breeds. The results emphasize that careful documentation of genetic structure will be an essential prerequisite when mapping the genetic basis of complex traits. Furthermore, the identification of a subset of SNP able to assign individuals into broad groupings demonstrates even a small panel of markers may be suitable for applications such as traceability.
authors.affiliation: CSIRO Livestock Industries, St Lucia, Brisbane, Queensland, Australia. James.Kijas@csiro.au
authors.forename: James W
authors.initials: JW
authors.lastname: Kijas
authors.forename: David
authors.initials: D
authors.lastname: Townley
authors.forename: Brian P
authors.initials: BP
authors.lastname: Dalrymple
authors.forename: Michael P
authors.initials: MP
authors.lastname: Heaton
authors.forename: Jillian F
authors.initials: JF
authors.lastname: Maddox
authors.forename: Annette
authors.initials: A
authors.lastname: McGrath
authors.forename: Peter
authors.initials: P
authors.lastname: Wilson
authors.forename: Roxann G
authors.initials: RG
authors.lastname: Ingersoll
authors.forename: Russell
authors.initials: R
authors.lastname: McCulloch
authors.forename: Sean
authors.initials: S
authors.lastname: McWilliam
authors.forename: Dave
authors.initials: D
authors.lastname: Tang
authors.forename: John
authors.initials: J
authors.lastname: McEwan
authors.forename: Noelle
authors.initials: N
authors.lastname: Cockett
authors.forename: V Hutton
authors.initials: VH
authors.lastname: Oddy
authors.forename: Frank W
authors.initials: FW
authors.lastname: Nicholas
authors.forename: Herman
authors.initials: H
authors.lastname: Raadsma
mesh_terms: D000818:Animals; D001947:Breeding; D005819:Genetic Markers; D040342:Genetic Structures; D005828:Genetics, Population; D016678:Genome / Q000235:genetics*; D055106:Genome-Wide Association Study; D020641:Polymorphism, Single Nucleotide / Q000235:genetics*; D034561:Sheep, Domestic / Q000235:genetics*
chemical_list: D005819:Genetic Markers