The largest genetic study to date of morphology in domestic dogs identifies genes
controlling nearly 100 morphological traits and identifies important trends in
phenotypic variation within this species.
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 (≤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.
Author Summary
Dogs offer a unique system for the study of genes controlling morphology. DNA
from 915 dogs from 80 domestic breeds, as well as a set of feral dogs, was
tested at over 60,000 points of variation and the dataset analyzed using novel
methods to find loci regulating body size, head shape, leg length, ear position,
and a host of other traits. Because each dog breed has undergone strong
selection by breeders to have a particular appearance, there is a strong
footprint of selection in regions of the genome that are important for
controlling traits that define each breed. These analyses identified new regions
of the genome, or loci, that are important in controlling body size and shape.
Our results, which feature the largest number of domestic dogs studied at such a
high level of genetic detail, demonstrate the power of the dog as a model for
finding genes that control the body plan of mammals. Further, we show that the
remarkable diversity of form in the dog, in contrast to some other species
studied to date, appears to have a simple genetic basis dominated by genes of
major effect.