ArticlePLoS genetics2018
Direct-to-consumer DNA testing of 6,000 dogs reveals 98.6-kb duplication associated with blue eyes and heterochromia in Siberian Huskies.
Article in PLoS genetics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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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, 33 citations in OpenAlex.
- Genetic analysis of iris pigmentation in Swiss pig breeds identifies a missense KITLG variant as a potential causal factor for pale and heterochromatic irises.Genetics, selection, evolution : GSE · 2026Article
- Genomic history of early dogs in Europe.Nature · 2026Article
- Accuracy of owner-reported diagnoses for dogs enrolled in the Dog Aging Project as compared to veterinary electronic medical records.PloS one · 2026Article
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- Comparing owner reported and genetic breed identification reveals high concordance in a large cohort from the Dog Aging Project.Scientific reports · 2025Article
- A One Health Approach Metagenomic Study on Antimicrobial Resistance Traits of Canine Saliva.Antibiotics (Basel, Switzerland) · 2025Article
- Common variants in the CPT1A gene are associated with cataracts in Northern breeds of domestic dog.PloS one · 2025Article
- Comparative genomics of Balto, a famous historic dog, captures lost diversity of 1920s sled dogs.Science (New York, N.Y.) · 2023Article
- A Study Evaluating Consumer Motivations, Perceptions, and Responses to Direct-to-Consumer Canine Genetic Test Results.Animals : an open access journal from MDPI · 2022Article
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- Ancestry-inclusive dog genomics challenges popular breed stereotypes.Science (New York, N.Y.) · 2022Article
- Man's best friend in life and death: scientific perspectives and challenges of dog brain banking.GeroScience · 2021Review
- Copy number variation underlies complex phenotypes in domestic dog breeds and other canids.Genome research · 2021Article
- Identification of High-Confidence Structural Variants in Domesticated Rainbow Trout Using Whole-Genome Sequencing.Frontiers in genetics · 2021Article
- Five genetic variants explain over 70% of hair coat pheomelanin intensity variation in purebred and mixed breed domestic dogs.PloS one · 2021Article
- Inbreeding depression causes reduced fecundity in Golden Retrievers.Mammalian genome : official journal of the International Mammalian Genome Society · 2019Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Consumer genomics enables genetic discovery on an unprecedented scale by linking very large databases of personal genomic data with phenotype information voluntarily submitted via web-based surveys. These databases are having a transformative effect on human genomics research, yielding insights on increasingly complex traits, behaviors, and disease by including many thousands of individuals in genome-wide association studies (GWAS). The promise of consumer genomic data is not limited to human research, however. Genomic tools for dogs are readily available, with hundreds of causal Mendelian variants already characterized, because selection and breeding have led to dramatic phenotypic diversity underlain by a simple genetic structure. Here, we report the results of the first consumer genomics study ever conducted in a non-human model: a GWAS of blue eyes based on more than 3,000 customer dogs with validation panels including nearly 3,000 more, the largest canine GWAS to date. We discovered a novel association with blue eyes on chromosome 18 (P = 1.3x10-68) and used both sequence coverage and microarray probe intensity data to identify the putative causal variant: a 98.6-kb duplication directly upstream of the Homeobox gene ALX4, which plays an important role in mammalian eye development. This duplication is largely restricted to Siberian Huskies, is strongly associated with the blue-eyed phenotype (chi-square P = 5.2x10-290), and is highly, but not completely, penetrant. These results underscore the power of consumer-data-driven discovery in non-human species, especially dogs, where there is intense owner interest in the personal genomic information of their pets, a high level of engagement with web-based surveys, and an underlying genetic architecture ideal for mapping studies.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.