title: A simple genetic architecture underlies morphological variation in dogs.
abstract: Domestic dogs exhibit tremendous phenotypic diversity, including a greater variation in body size than any other terrestrial mammal. Here, we generate a high density map of canine genetic variation by genotyping 915 dogs from 80 domestic dog breeds, 83 wild canids, and 10 outbred African shelter dogs across 60,968 single-nucleotide polymorphisms (SNPs). Coupling this genomic resource with external measurements from breed standards and individuals as well as skeletal measurements from museum specimens, we identify 51 regions of the dog genome associated with phenotypic variation among breeds in 57 traits. The complex traits include average breed body size and external body dimensions and cranial, dental, and long bone shape and size with and without allometric scaling. In contrast to the results from association mapping of quantitative traits in humans and domesticated plants, we find that across dog breeds, a small number of quantitative trait loci (< or = 3) explain the majority of phenotypic variation for most of the traits we studied. In addition, many genomic regions show signatures of recent selection, with most of the highly differentiated regions being associated with breed-defining traits such as body size, coat characteristics, and ear floppiness. Our results demonstrate the efficacy of mapping multiple traits in the domestic dog using a database of genotyped individuals and highlight the important role human-directed selection has played in altering the genetic architecture of key traits in this important species.
authors: Department of Genetics, Stanford School of Medicine, Stanford, California, United States of America.
authors: Adam R
authors: AR
authors: Boyko
authors: Pascale
authors: P
authors: Quignon
authors: Lin
authors: L
authors: Li
authors: Jeffrey J
authors: JJ
authors: Schoenebeck
authors: Jeremiah D
authors: JD
authors: Degenhardt
authors: Kirk E
authors: KE
authors: Lohmueller
authors: Keyan
authors: K
authors: Zhao
authors: Abra
authors: A
authors: Brisbin
authors: Heidi G
authors: HG
authors: Parker
authors: Bridgett M
authors: BM
authors: vonHoldt
authors: Michele
authors: M
authors: Cargill
authors: Adam
authors: A
authors: Auton
authors: Andy
authors: A
authors: Reynolds
authors: Abdel G
authors: AG
authors: Elkahloun
authors: Marta
authors: M
authors: Castelhano
authors: Dana S
authors: DS
authors: Mosher
authors: Nathan B
authors: NB
authors: Sutter
authors: Gary S
authors: GS
authors: Johnson
authors: John
authors: J
authors: Novembre
authors: Melissa J
authors: MJ
authors: Hubisz
authors: Adam
authors: A
authors: Siepel
authors: Robert K
authors: RK
authors: Wayne
authors: Carlos D
authors: CD
authors: Bustamante
authors: Elaine A
authors: EA
authors: Ostrander
mesh_terms: D000818:Animals; D000829:Animals, Domestic / Q000033:anatomy & histology* / Q000235:genetics*; D049628:Body Size; D004285:Dogs / Q000033:anatomy & histology*; D014644:Genetic Variation; D016678:Genome; D055106:Genome-Wide Association Study; D010641:Phenotype; D020641:Polymorphism, Single Nucleotide; D040641:Quantitative Trait Loci