A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.

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 identi...

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Main Authors: James W Kijas, David Townley, Brian P Dalrymple, Michael P Heaton, Jillian F Maddox, Annette McGrath, Peter Wilson, Roxann G Ingersoll, Russell McCulloch, Sean McWilliam, Dave Tang, John McEwan, Noelle Cockett, V Hutton Oddy, Frank W Nicholas, Herman Raadsma, International Sheep Genomics Consortium
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2009-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/19270757/pdf/?tool=EBI
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spelling doaj-fca2207878ca4bbb8449ca5e3a3576ce2021-03-03T22:42:02ZengPublic Library of Science (PLoS)PLoS ONE1932-62032009-01-0143e466810.1371/journal.pone.0004668A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.James W KijasDavid TownleyBrian P DalrympleMichael P HeatonJillian F MaddoxAnnette McGrathPeter WilsonRoxann G IngersollRussell McCullochSean McWilliamDave TangJohn McEwanNoelle CockettV Hutton OddyFrank W NicholasHerman RaadsmaInternational Sheep Genomics ConsortiumThe 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.https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/19270757/pdf/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author James W Kijas
David Townley
Brian P Dalrymple
Michael P Heaton
Jillian F Maddox
Annette McGrath
Peter Wilson
Roxann G Ingersoll
Russell McCulloch
Sean McWilliam
Dave Tang
John McEwan
Noelle Cockett
V Hutton Oddy
Frank W Nicholas
Herman Raadsma
International Sheep Genomics Consortium
spellingShingle James W Kijas
David Townley
Brian P Dalrymple
Michael P Heaton
Jillian F Maddox
Annette McGrath
Peter Wilson
Roxann G Ingersoll
Russell McCulloch
Sean McWilliam
Dave Tang
John McEwan
Noelle Cockett
V Hutton Oddy
Frank W Nicholas
Herman Raadsma
International Sheep Genomics Consortium
A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.
PLoS ONE
author_facet James W Kijas
David Townley
Brian P Dalrymple
Michael P Heaton
Jillian F Maddox
Annette McGrath
Peter Wilson
Roxann G Ingersoll
Russell McCulloch
Sean McWilliam
Dave Tang
John McEwan
Noelle Cockett
V Hutton Oddy
Frank W Nicholas
Herman Raadsma
International Sheep Genomics Consortium
author_sort James W Kijas
title A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.
title_short A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.
title_full A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.
title_fullStr A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.
title_full_unstemmed A genome wide survey of SNP variation reveals the genetic structure of sheep breeds.
title_sort genome wide survey of snp variation reveals the genetic structure of sheep breeds.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2009-01-01
description 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.
url https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/19270757/pdf/?tool=EBI
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