Frequency and distribution of 152 genetic disease variants in over 100,000 mixed breed and purebred dogs
Knowledge on the genetic epidemiology of disorders in the dog population has implications for both veterinary medicine and sustainable breeding. Limited data on frequencies of genetic disease variants across breeds exists, and the disease heritage of mixed breed dogs remains poorly explored to date....
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creator | Donner, Jonas Anderson, Heidi Davison, Stephen Hughes, Angela M Bouirmane, Julia Lindqvist, Johan Lytle, Katherine M Ganesan, Balasubramanian Ottka, Claudia Ruotanen, Päivi Kaukonen, Maria Forman, Oliver P Fretwell, Neale Cole, Cynthia A Lohi, Hannes |
description | Knowledge on the genetic epidemiology of disorders in the dog population has implications for both veterinary medicine and sustainable breeding. Limited data on frequencies of genetic disease variants across breeds exists, and the disease heritage of mixed breed dogs remains poorly explored to date. Advances in genetic screening technologies now enable comprehensive investigations of the canine disease heritage, and generate health-related big data that can be turned into action. We pursued population screening of genetic variants implicated in Mendelian disorders in the largest canine study sample examined to date by examining over 83,000 mixed breed and 18,000 purebred dogs representing 330 breeds for 152 known variants using a custom-designed beadchip microarray. We further announce the creation of MyBreedData (www.mybreeddata.com), an online updated inherited disorder prevalence resource with its foundation in the generated data. We identified the most prevalent, and rare, disease susceptibility variants across the general dog population while providing the first extensive snapshot of the mixed breed disease heritage. Approximately two in five dogs carried at least one copy of a tested disease variant. Most disease variants are shared by both mixed breeds and purebreds, while breed- or line-specificity of others is strongly suggested. Mixed breed dogs were more likely to carry a common recessive disease, whereas purebreds were more likely to be genetically affected with one, providing DNA-based evidence for hybrid vigor. We discovered genetic presence of 22 disease variants in at least one additional breed in which they were previously undescribed. Some mutations likely manifest similarly independently of breed background; however, we emphasize the need for follow up investigations in each case and provide a suggested validation protocol for broader consideration. In conclusion, our study provides unique insight into genetic epidemiology of canine disease risk variants, and their relevance for veterinary medicine, breeding programs and animal welfare. |
doi_str_mv | 10.1371/journal.pgen.1007361 |
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Limited data on frequencies of genetic disease variants across breeds exists, and the disease heritage of mixed breed dogs remains poorly explored to date. Advances in genetic screening technologies now enable comprehensive investigations of the canine disease heritage, and generate health-related big data that can be turned into action. We pursued population screening of genetic variants implicated in Mendelian disorders in the largest canine study sample examined to date by examining over 83,000 mixed breed and 18,000 purebred dogs representing 330 breeds for 152 known variants using a custom-designed beadchip microarray. We further announce the creation of MyBreedData (www.mybreeddata.com), an online updated inherited disorder prevalence resource with its foundation in the generated data. We identified the most prevalent, and rare, disease susceptibility variants across the general dog population while providing the first extensive snapshot of the mixed breed disease heritage. Approximately two in five dogs carried at least one copy of a tested disease variant. Most disease variants are shared by both mixed breeds and purebreds, while breed- or line-specificity of others is strongly suggested. Mixed breed dogs were more likely to carry a common recessive disease, whereas purebreds were more likely to be genetically affected with one, providing DNA-based evidence for hybrid vigor. We discovered genetic presence of 22 disease variants in at least one additional breed in which they were previously undescribed. Some mutations likely manifest similarly independently of breed background; however, we emphasize the need for follow up investigations in each case and provide a suggested validation protocol for broader consideration. In conclusion, our study provides unique insight into genetic epidemiology of canine disease risk variants, and their relevance for veterinary medicine, breeding programs and animal welfare.</description><identifier>ISSN: 1553-7404</identifier><identifier>ISSN: 1553-7390</identifier><identifier>EISSN: 1553-7404</identifier><identifier>DOI: 10.1371/journal.pgen.1007361</identifier><identifier>PMID: 29708978</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Analysis ; Animal welfare ; Animals ; Biology and Life Sciences ; Breeding ; Breeding of animals ; Databases, Genetic ; Deoxyribonucleic acid ; DNA ; DNA microarrays ; Dog diseases ; Dog Diseases - epidemiology ; Dog Diseases - genetics ; Dogs ; Dogs - genetics ; Engineering and Technology ; Epidemiology ; Female ; Gene Frequency ; Genes, Recessive ; Genetic aspects ; Genetic disorders ; Genetic diversity ; Genetic Predisposition to Disease ; Genetic screening ; Genetic Testing - veterinary ; Genetic Variation ; Genome-wide association studies ; Genomes ; Hybrid Vigor ; Laboratories ; Male ; Medicine and Health Sciences ; Molecular Epidemiology ; Mutation ; Oligonucleotide Array Sequence Analysis - veterinary ; Population genetics ; Prevalence ; Rare diseases ; Species Specificity ; Supervision ; Veterinary medicine ; Vigor</subject><ispartof>PLoS genetics, 2018-04, Vol.14 (4), p.e1007361-e1007361</ispartof><rights>COPYRIGHT 2018 Public Library of Science</rights><rights>2018 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Donner J, Anderson H, Davison S, Hughes AM, Bouirmane J, Lindqvist J, et al. (2018) Frequency and distribution of 152 genetic disease variants in over 100,000 mixed breed and purebred dogs. PLoS Genet 14(4): e1007361. https://doi.org/10.1371/journal.pgen.1007361</rights><rights>2018 Donner et al 2018 Donner et al</rights><rights>2018 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Donner J, Anderson H, Davison S, Hughes AM, Bouirmane J, Lindqvist J, et al. (2018) Frequency and distribution of 152 genetic disease variants in over 100,000 mixed breed and purebred dogs. PLoS Genet 14(4): e1007361. https://doi.org/10.1371/journal.pgen.1007361</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c792t-2eb10d6148199010c5cf3d726a60742a7946bb416c68ed9b715a47af3e5a2e473</citedby><cites>FETCH-LOGICAL-c792t-2eb10d6148199010c5cf3d726a60742a7946bb416c68ed9b715a47af3e5a2e473</cites><orcidid>0000-0002-9874-8484 ; 0000-0002-2146-4694</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5945203/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5945203/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2095,2914,23846,27902,27903,53768,53770,79345,79346</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29708978$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Leeb, Tosso</contributor><creatorcontrib>Donner, Jonas</creatorcontrib><creatorcontrib>Anderson, Heidi</creatorcontrib><creatorcontrib>Davison, Stephen</creatorcontrib><creatorcontrib>Hughes, Angela M</creatorcontrib><creatorcontrib>Bouirmane, Julia</creatorcontrib><creatorcontrib>Lindqvist, Johan</creatorcontrib><creatorcontrib>Lytle, Katherine M</creatorcontrib><creatorcontrib>Ganesan, Balasubramanian</creatorcontrib><creatorcontrib>Ottka, Claudia</creatorcontrib><creatorcontrib>Ruotanen, Päivi</creatorcontrib><creatorcontrib>Kaukonen, Maria</creatorcontrib><creatorcontrib>Forman, Oliver P</creatorcontrib><creatorcontrib>Fretwell, Neale</creatorcontrib><creatorcontrib>Cole, Cynthia A</creatorcontrib><creatorcontrib>Lohi, Hannes</creatorcontrib><title>Frequency and distribution of 152 genetic disease variants in over 100,000 mixed breed and purebred dogs</title><title>PLoS genetics</title><addtitle>PLoS Genet</addtitle><description>Knowledge on the genetic epidemiology of disorders in the dog population has implications for both veterinary medicine and sustainable breeding. Limited data on frequencies of genetic disease variants across breeds exists, and the disease heritage of mixed breed dogs remains poorly explored to date. Advances in genetic screening technologies now enable comprehensive investigations of the canine disease heritage, and generate health-related big data that can be turned into action. We pursued population screening of genetic variants implicated in Mendelian disorders in the largest canine study sample examined to date by examining over 83,000 mixed breed and 18,000 purebred dogs representing 330 breeds for 152 known variants using a custom-designed beadchip microarray. We further announce the creation of MyBreedData (www.mybreeddata.com), an online updated inherited disorder prevalence resource with its foundation in the generated data. We identified the most prevalent, and rare, disease susceptibility variants across the general dog population while providing the first extensive snapshot of the mixed breed disease heritage. Approximately two in five dogs carried at least one copy of a tested disease variant. Most disease variants are shared by both mixed breeds and purebreds, while breed- or line-specificity of others is strongly suggested. Mixed breed dogs were more likely to carry a common recessive disease, whereas purebreds were more likely to be genetically affected with one, providing DNA-based evidence for hybrid vigor. We discovered genetic presence of 22 disease variants in at least one additional breed in which they were previously undescribed. Some mutations likely manifest similarly independently of breed background; however, we emphasize the need for follow up investigations in each case and provide a suggested validation protocol for broader consideration. In conclusion, our study provides unique insight into genetic epidemiology of canine disease risk variants, and their relevance for veterinary medicine, breeding programs and animal welfare.</description><subject>Analysis</subject><subject>Animal welfare</subject><subject>Animals</subject><subject>Biology and Life Sciences</subject><subject>Breeding</subject><subject>Breeding of animals</subject><subject>Databases, Genetic</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA microarrays</subject><subject>Dog diseases</subject><subject>Dog Diseases - epidemiology</subject><subject>Dog Diseases - genetics</subject><subject>Dogs</subject><subject>Dogs - genetics</subject><subject>Engineering and Technology</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Gene Frequency</subject><subject>Genes, Recessive</subject><subject>Genetic aspects</subject><subject>Genetic disorders</subject><subject>Genetic diversity</subject><subject>Genetic Predisposition to Disease</subject><subject>Genetic screening</subject><subject>Genetic Testing - veterinary</subject><subject>Genetic Variation</subject><subject>Genome-wide association studies</subject><subject>Genomes</subject><subject>Hybrid Vigor</subject><subject>Laboratories</subject><subject>Male</subject><subject>Medicine and Health Sciences</subject><subject>Molecular Epidemiology</subject><subject>Mutation</subject><subject>Oligonucleotide Array Sequence Analysis - veterinary</subject><subject>Population genetics</subject><subject>Prevalence</subject><subject>Rare diseases</subject><subject>Species Specificity</subject><subject>Supervision</subject><subject>Veterinary medicine</subject><subject>Vigor</subject><issn>1553-7404</issn><issn>1553-7390</issn><issn>1553-7404</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqVk-1r1DAYwIsobk7_A9GCIAremfc0X4QxnB4MB759DWn69C6j19yS9tj-e9O7blxlH5RCmya_55c-efpk2UuM5phK_PHK96E1zXyzhHaOEZJU4EfZMeacziRD7PHB-Ch7FuMVQpQXSj7NjoiSKI2K42x1HuC6h9be5qat8srFLriy75xvc1_nmJM8-aFzdlgDEyHfmuBM28XcJWQLIU-bf0AI5Wt3A1VeBkj3QbbpA6S3ZPXL-Dx7UpsmwovxeZL9Ov_88-zr7OLyy-Ls9GJmpSLdjECJUSUwK7BSCCPLbU0rSYQRSDJipGKiLBkWVhRQqVJibpg0NQVuCDBJT7LXe--m8VGPhxQ1QVwwyhAmiVjsicqbK70Jbm3CrfbG6d2ED0ttQkq4AS1rLJAhinJTMVWakhNRVrSwxiospEquT-NufbmGykLbBdNMpNOV1q300m81V4wTRJPg3SgIPtUhdnrtooWmMS34fvhuSmkhkRwye_MX-nB2I7U0KQHX1j7tawepPuVUFEjRnWv-AJWuCtbO-hZql-YnAe8nAYnp4KZbmj5Gvfjx_T_Yb__OXv6esm8P2BWYpltF3-x-1jgF2R60wccYoL4vCEZ6aJ67k9ND8-ixeVLYq8Ni3gfddQv9A8cwEQI</recordid><startdate>20180430</startdate><enddate>20180430</enddate><creator>Donner, Jonas</creator><creator>Anderson, Heidi</creator><creator>Davison, Stephen</creator><creator>Hughes, Angela M</creator><creator>Bouirmane, Julia</creator><creator>Lindqvist, Johan</creator><creator>Lytle, Katherine M</creator><creator>Ganesan, Balasubramanian</creator><creator>Ottka, Claudia</creator><creator>Ruotanen, Päivi</creator><creator>Kaukonen, Maria</creator><creator>Forman, Oliver P</creator><creator>Fretwell, Neale</creator><creator>Cole, Cynthia A</creator><creator>Lohi, Hannes</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISN</scope><scope>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-9874-8484</orcidid><orcidid>https://orcid.org/0000-0002-2146-4694</orcidid></search><sort><creationdate>20180430</creationdate><title>Frequency and distribution of 152 genetic disease variants in over 100,000 mixed breed and purebred dogs</title><author>Donner, Jonas ; Anderson, Heidi ; Davison, Stephen ; Hughes, Angela M ; Bouirmane, Julia ; Lindqvist, Johan ; Lytle, Katherine M ; Ganesan, Balasubramanian ; Ottka, Claudia ; Ruotanen, Päivi ; Kaukonen, Maria ; Forman, Oliver P ; Fretwell, Neale ; Cole, Cynthia A ; Lohi, Hannes</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c792t-2eb10d6148199010c5cf3d726a60742a7946bb416c68ed9b715a47af3e5a2e473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Analysis</topic><topic>Animal welfare</topic><topic>Animals</topic><topic>Biology and Life Sciences</topic><topic>Breeding</topic><topic>Breeding of animals</topic><topic>Databases, Genetic</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>DNA microarrays</topic><topic>Dog diseases</topic><topic>Dog Diseases - 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Approximately two in five dogs carried at least one copy of a tested disease variant. Most disease variants are shared by both mixed breeds and purebreds, while breed- or line-specificity of others is strongly suggested. Mixed breed dogs were more likely to carry a common recessive disease, whereas purebreds were more likely to be genetically affected with one, providing DNA-based evidence for hybrid vigor. We discovered genetic presence of 22 disease variants in at least one additional breed in which they were previously undescribed. Some mutations likely manifest similarly independently of breed background; however, we emphasize the need for follow up investigations in each case and provide a suggested validation protocol for broader consideration. In conclusion, our study provides unique insight into genetic epidemiology of canine disease risk variants, and their relevance for veterinary medicine, breeding programs and animal welfare.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>29708978</pmid><doi>10.1371/journal.pgen.1007361</doi><orcidid>https://orcid.org/0000-0002-9874-8484</orcidid><orcidid>https://orcid.org/0000-0002-2146-4694</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Animal welfare Animals Biology and Life Sciences Breeding Breeding of animals Databases, Genetic Deoxyribonucleic acid DNA DNA microarrays Dog diseases Dog Diseases - epidemiology Dog Diseases - genetics Dogs Dogs - genetics Engineering and Technology Epidemiology Female Gene Frequency Genes, Recessive Genetic aspects Genetic disorders Genetic diversity Genetic Predisposition to Disease Genetic screening Genetic Testing - veterinary Genetic Variation Genome-wide association studies Genomes Hybrid Vigor Laboratories Male Medicine and Health Sciences Molecular Epidemiology Mutation Oligonucleotide Array Sequence Analysis - veterinary Population genetics Prevalence Rare diseases Species Specificity Supervision Veterinary medicine Vigor |
title | Frequency and distribution of 152 genetic disease variants in over 100,000 mixed breed and purebred dogs |
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