Genome-wide analysis reveals selection for important traits in domestic horse breeds.

Intense selective pressures applied over short evolutionary time have resulted in homogeneity within, but substantial variation among, horse breeds. Utilizing this population structure, 744 individuals from 33 breeds, and a 54,000 SNP genotyping array, breed-specific targets of selection were identi...

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Main Authors: Jessica L Petersen, James R Mickelson, Aaron K Rendahl, Stephanie J Valberg, Lisa S Andersson, Jeanette Axelsson, Ernie Bailey, Danika Bannasch, Matthew M Binns, Alexandre S Borges, Pieter Brama, Artur da Câmara Machado, Stefano Capomaccio, Katia Cappelli, E Gus Cothran, Ottmar Distl, Laura Fox-Clipsham, Kathryn T Graves, Gérard Guérin, Bianca Haase, Telhisa Hasegawa, Karin Hemmann, Emmeline W Hill, Tosso Leeb, Gabriella Lindgren, Hannes Lohi, Maria Susana Lopes, Beatrice A McGivney, Sofia Mikko, Nicholas Orr, M Cecilia T Penedo, Richard J Piercy, Marja Raekallio, Stefan Rieder, Knut H Røed, June Swinburne, Teruaki Tozaki, Mark Vaudin, Claire M Wade, Molly E McCue
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC3547851?pdf=render
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author Jessica L Petersen
James R Mickelson
Aaron K Rendahl
Stephanie J Valberg
Lisa S Andersson
Jeanette Axelsson
Ernie Bailey
Danika Bannasch
Matthew M Binns
Alexandre S Borges
Pieter Brama
Artur da Câmara Machado
Stefano Capomaccio
Katia Cappelli
E Gus Cothran
Ottmar Distl
Laura Fox-Clipsham
Kathryn T Graves
Gérard Guérin
Bianca Haase
Telhisa Hasegawa
Karin Hemmann
Emmeline W Hill
Tosso Leeb
Gabriella Lindgren
Hannes Lohi
Maria Susana Lopes
Beatrice A McGivney
Sofia Mikko
Nicholas Orr
M Cecilia T Penedo
Richard J Piercy
Marja Raekallio
Stefan Rieder
Knut H Røed
June Swinburne
Teruaki Tozaki
Mark Vaudin
Claire M Wade
Molly E McCue
author_facet Jessica L Petersen
James R Mickelson
Aaron K Rendahl
Stephanie J Valberg
Lisa S Andersson
Jeanette Axelsson
Ernie Bailey
Danika Bannasch
Matthew M Binns
Alexandre S Borges
Pieter Brama
Artur da Câmara Machado
Stefano Capomaccio
Katia Cappelli
E Gus Cothran
Ottmar Distl
Laura Fox-Clipsham
Kathryn T Graves
Gérard Guérin
Bianca Haase
Telhisa Hasegawa
Karin Hemmann
Emmeline W Hill
Tosso Leeb
Gabriella Lindgren
Hannes Lohi
Maria Susana Lopes
Beatrice A McGivney
Sofia Mikko
Nicholas Orr
M Cecilia T Penedo
Richard J Piercy
Marja Raekallio
Stefan Rieder
Knut H Røed
June Swinburne
Teruaki Tozaki
Mark Vaudin
Claire M Wade
Molly E McCue
author_sort Jessica L Petersen
collection DOAJ
description Intense selective pressures applied over short evolutionary time have resulted in homogeneity within, but substantial variation among, horse breeds. Utilizing this population structure, 744 individuals from 33 breeds, and a 54,000 SNP genotyping array, breed-specific targets of selection were identified using an F(ST)-based statistic calculated in 500-kb windows across the genome. A 5.5-Mb region of ECA18, in which the myostatin (MSTN) gene was centered, contained the highest signature of selection in both the Paint and Quarter Horse. Gene sequencing and histological analysis of gluteal muscle biopsies showed a promoter variant and intronic SNP of MSTN were each significantly associated with higher Type 2B and lower Type 1 muscle fiber proportions in the Quarter Horse, demonstrating a functional consequence of selection at this locus. Signatures of selection on ECA23 in all gaited breeds in the sample led to the identification of a shared, 186-kb haplotype including two doublesex related mab transcription factor genes (DMRT2 and 3). The recent identification of a DMRT3 mutation within this haplotype, which appears necessary for the ability to perform alternative gaits, provides further evidence for selection at this locus. Finally, putative loci for the determination of size were identified in the draft breeds and the Miniature horse on ECA11, as well as when signatures of selection surrounding candidate genes at other loci were examined. This work provides further evidence of the importance of MSTN in racing breeds, provides strong evidence for selection upon gait and size, and illustrates the potential for population-based techniques to find genomic regions driving important phenotypes in the modern horse.
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spelling doaj.art-ce64a5c942db42c39626f2e0cfed79e52022-12-22T00:29:30ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042013-01-0191e100321110.1371/journal.pgen.1003211Genome-wide analysis reveals selection for important traits in domestic horse breeds.Jessica L PetersenJames R MickelsonAaron K RendahlStephanie J ValbergLisa S AnderssonJeanette AxelssonErnie BaileyDanika BannaschMatthew M BinnsAlexandre S BorgesPieter BramaArtur da Câmara MachadoStefano CapomaccioKatia CappelliE Gus CothranOttmar DistlLaura Fox-ClipshamKathryn T GravesGérard GuérinBianca HaaseTelhisa HasegawaKarin HemmannEmmeline W HillTosso LeebGabriella LindgrenHannes LohiMaria Susana LopesBeatrice A McGivneySofia MikkoNicholas OrrM Cecilia T PenedoRichard J PiercyMarja RaekallioStefan RiederKnut H RøedJune SwinburneTeruaki TozakiMark VaudinClaire M WadeMolly E McCueIntense selective pressures applied over short evolutionary time have resulted in homogeneity within, but substantial variation among, horse breeds. Utilizing this population structure, 744 individuals from 33 breeds, and a 54,000 SNP genotyping array, breed-specific targets of selection were identified using an F(ST)-based statistic calculated in 500-kb windows across the genome. A 5.5-Mb region of ECA18, in which the myostatin (MSTN) gene was centered, contained the highest signature of selection in both the Paint and Quarter Horse. Gene sequencing and histological analysis of gluteal muscle biopsies showed a promoter variant and intronic SNP of MSTN were each significantly associated with higher Type 2B and lower Type 1 muscle fiber proportions in the Quarter Horse, demonstrating a functional consequence of selection at this locus. Signatures of selection on ECA23 in all gaited breeds in the sample led to the identification of a shared, 186-kb haplotype including two doublesex related mab transcription factor genes (DMRT2 and 3). The recent identification of a DMRT3 mutation within this haplotype, which appears necessary for the ability to perform alternative gaits, provides further evidence for selection at this locus. Finally, putative loci for the determination of size were identified in the draft breeds and the Miniature horse on ECA11, as well as when signatures of selection surrounding candidate genes at other loci were examined. This work provides further evidence of the importance of MSTN in racing breeds, provides strong evidence for selection upon gait and size, and illustrates the potential for population-based techniques to find genomic regions driving important phenotypes in the modern horse.http://europepmc.org/articles/PMC3547851?pdf=render
spellingShingle Jessica L Petersen
James R Mickelson
Aaron K Rendahl
Stephanie J Valberg
Lisa S Andersson
Jeanette Axelsson
Ernie Bailey
Danika Bannasch
Matthew M Binns
Alexandre S Borges
Pieter Brama
Artur da Câmara Machado
Stefano Capomaccio
Katia Cappelli
E Gus Cothran
Ottmar Distl
Laura Fox-Clipsham
Kathryn T Graves
Gérard Guérin
Bianca Haase
Telhisa Hasegawa
Karin Hemmann
Emmeline W Hill
Tosso Leeb
Gabriella Lindgren
Hannes Lohi
Maria Susana Lopes
Beatrice A McGivney
Sofia Mikko
Nicholas Orr
M Cecilia T Penedo
Richard J Piercy
Marja Raekallio
Stefan Rieder
Knut H Røed
June Swinburne
Teruaki Tozaki
Mark Vaudin
Claire M Wade
Molly E McCue
Genome-wide analysis reveals selection for important traits in domestic horse breeds.
PLoS Genetics
title Genome-wide analysis reveals selection for important traits in domestic horse breeds.
title_full Genome-wide analysis reveals selection for important traits in domestic horse breeds.
title_fullStr Genome-wide analysis reveals selection for important traits in domestic horse breeds.
title_full_unstemmed Genome-wide analysis reveals selection for important traits in domestic horse breeds.
title_short Genome-wide analysis reveals selection for important traits in domestic horse breeds.
title_sort genome wide analysis reveals selection for important traits in domestic horse breeds
url http://europepmc.org/articles/PMC3547851?pdf=render
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