ArticlePloS one2019
True Colors: Commercially-acquired morphological genotypes reveal hidden allele variation among dog breeds, informing both trait ancestry and breed potential.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
17 citing papers in PubMed.
- Beyond Appearances: The Hidden Coat Diversity of the Sicilian Mastiff Revealed by Integrated Phenotypic and Genetic Analyses.Veterinary sciences · 2026Article
- Comparing owner reported and genetic breed identification reveals high concordance in a large cohort from the Dog Aging Project.Scientific reports · 2025Article
- Genomic analyses identify 15 risk loci and revealProceedings of the National Academy of Sciences of the United States of America · 2025Article
- Negative Selection on a SOD1 Mutation Limits Canine Degenerative Myelopathy While Avoiding Inbreeding.Genome biology and evolution · 2024Article
- The Shepherd and the Hunter: A Genomic Comparison of Italian Dog Breeds.Animals : an open access journal from MDPI · 2023Article
- Genetic prevalence and clinical relevance of canine Mendelian disease variants in over one million dogs.PLoS genetics · 2023Article
- Dog breeds and conformations in the UK in 2019: VetCompass canine demography and some consequent welfare implications.PloS one · 2023Article
- Genetic epidemiology of blood type, disease and trait variants, and genome-wide genetic diversity in over 11,000 domestic cats.PLoS genetics · 2022Article
- Article
- One Hundred Years of Coat Colour Influences on Genetic Diversity in the Process of Development of a Composite Horse Breed.Veterinary sciences · 2022Article
- Article
- Article
- Analysis ofAnimals : an open access journal from MDPI · 2021Article
- Comprehensive genetic testing combined with citizen science reveals a recently characterized ancient MC1R mutation associated with partial recessive red phenotypes in dog.Canine medicine and genetics · 2020Article
- The 2020 Five Domains Model: Including Human-Animal Interactions in Assessments of Animal Welfare.Animals : an open access journal from MDPI · 2020Review
- Atypical Genotypes for CanineGenes · 2020Article
- A ThirdGenes · 2020Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
Direct-to-consumer canine genetic testing is becoming increasingly popular among dog owners. The data collected therein provides intriguing insight into the current status of morphological variation present within purebred populations. Mars WISDOM PANELTM data from 11,790 anonymized dogs, representing 212 breeds and 4 wild canine species, were evaluated at genes associated with 7 coat color traits and 5 physical characteristics. Frequencies for all tested alleles at these 12 genes were determined by breed and by phylogenetic grouping. A sub-set of the data, consisting of 30 breeds, was divided into separate same-breed populations based on country of collection, body size, coat variation, or lineages selected for working or conformation traits. Significantly different (p ≤ 0.00167) allele frequencies were observed between populations for at least one of the tested genes in 26 of the 30 breeds. Next, standard breed descriptions from major American and international registries were used to determine colors and tail lengths (e.g. genetic bobtail) accepted within each breed. Alleles capable of producing traits incongruous with breed descriptions were observed in 143 breeds, such that random mating within breeds has probabilities of between 4.9e-7 and 0.25 of creating undesirable phenotypes. Finally, the presence of rare alleles within breeds, such as those for the recessive black coloration and natural bobtail, was combined with previously published identity-by-decent haplotype sharing levels to propose pathways by which the alleles may have spread throughout dog breeds. Taken together, this work demonstrates that: 1) the occurrence of low frequency alleles within breeds can reveal the influence of regional or functional selection practices; 2) it is possible to visualize the potential historic connections between breeds that share rare alleles; and 3) the necessity of addressing conflicting ideals in breed descriptions relative to actual genetic potential is crucial.
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