Applications and efficiencies of the first cat 63K DNA array

Affiliations


Abstract

The development of high throughput SNP genotyping technologies has improved the genetic dissection of simple and complex traits in many species including cats. The properties of feline 62,897 SNPs Illumina Infinium iSelect DNA array are described using a dataset of over 2,000 feline samples, the most extensive to date, representing 41 cat breeds, a random bred population, and four wild felid species. Accuracy and efficiency of the array's genotypes and its utility in performing population-based analyses were evaluated. Average marker distance across the array was 37,741 Kb, and across the dataset, only 1% (625) of the markers exhibited poor genotyping and only 0.35% (221) showed Mendelian errors. Marker polymorphism varied across cat breeds and the average minor allele frequency (MAF) of all markers across domestic cats was 0.21. Population structure analysis confirmed a Western to Eastern structural continuum of cat breeds. Genome-wide linkage disequilibrium ranged from 50-1,500 Kb for domestic cats and 750 Kb for European wildcats (Felis silvestris silvestris). Array use in trait association mapping was investigated under different modes of inheritance, selection and population sizes. The efficient array design and cat genotype dataset continues to advance the understanding of cat breeds and will support monogenic health studies across feline breeds and populations.

Conflict of interest statement

The authors declare no competing interests.


Figures


Similar articles

Extent of linkage disequilibrium in the domestic cat, Felis silvestris catus, and its breeds.

Alhaddad H, Khan R, Grahn RA, Gandolfi B, Mullikin JC, Cole SA, Gruffydd-Jones TJ, Häggström J, Lohi H, Longeri M, Lyons LA.PLoS One. 2013;8(1):e53537. doi: 10.1371/journal.pone.0053537. Epub 2013 Jan 7.PMID: 23308248 Free PMC article.

Standardization of a SNP panel for parentage verification and identification in the domestic cat (Felis silvestris catus).

de Groot M, Anderson H, Bauer H, Bauguil C, Bellone RR, Brugidou R, Buckley RM, Dovč P, Forman O, Grahn RA, Kock L, Longeri M, Mouysset-Geniez S, Qiu J, Sofronidis G, van der Goor LHP, Lyons LA.Anim Genet. 2021 Oct;52(5):675-682. doi: 10.1111/age.13100. Epub 2021 Jun 18.PMID: 34143521 Free PMC article.

Genetic identification of wild and domestic cats (Felis silvestris) and their hybrids using Bayesian clustering methods.

Randi E, Pierpaoli M, Beaumont M, Ragni B, Sforzi A.Mol Biol Evol. 2001 Sep;18(9):1679-93. doi: 10.1093/oxfordjournals.molbev.a003956.PMID: 11504848

Investigation of inherited diseases in cats: genetic and genomic strategies over three decades.

Gandolfi B, Alhaddad H.J Feline Med Surg. 2015 May;17(5):405-15. doi: 10.1177/1098612X15581133.PMID: 25896240 Review.

Feline Blood Groups: A Systematic Review of Phylogenetic and Geographical Origin.

Gavazza A, Rossi G, Antognoni MT, Cerquetella M, Miglio A, Mangiaterra S.Animals (Basel). 2021 Nov 23;11(12):3339. doi: 10.3390/ani11123339.PMID: 34944117 Free PMC article. Review.


Cited by

Tracking footprints of artificial and natural selection signatures in breeding and non-breeding cats.

Zhang X, Jamwal K, Distl O.Sci Rep. 2022 Oct 27;12(1):18061. doi: 10.1038/s41598-022-22155-7.PMID: 36302822 Free PMC article.

Genetic Aspects of Corneal Sequestra in a Population of Persian, Himalayan and Exotic Cats.

Schipper T, Storms G, Janssens G, Schoofs S, Capiau E, Verdonck D, Smets P, Peelman LJ, Broeckx BJG.Animals (Basel). 2022 Aug 8;12(15):2008. doi: 10.3390/ani12152008.PMID: 35953997 Free PMC article.

Complex Feline Disease Mapping Using a Dense Genotyping Array.

Hernandez I, Hayward JJ, Brockman JA, White ME, Mouttham L, Wilcox EA, Garrison S, Castelhano MG, Loftus JP, Gomes FE, Balkman C, Brooks MB, Fiani N, Forman M, Kern T, Kornreich B, Ledbetter EC, Peralta S, Struble AM, Caligiuri L, Corey E, Lin L, Jordan J, Sack D, Boyko AR, Lyons LA, Todhunter RJ.Front Vet Sci. 2022 Jun 16;9:862414. doi: 10.3389/fvets.2022.862414. eCollection 2022.PMID: 35782544 Free PMC article.

Genetic epidemiology of blood type, disease and trait variants, and genome-wide genetic diversity in over 11,000 domestic cats.

Anderson H, Davison S, Lytle KM, Honkanen L, Freyer J, Mathlin J, Kyöstilä K, Inman L, Louviere A, Chodroff Foran R, Forman OP, Lohi H, Donner J.PLoS Genet. 2022 Jun 16;18(6):e1009804. doi: 10.1371/journal.pgen.1009804. eCollection 2022 Jun.PMID: 35709088 Free PMC article.

An ancient haplotype containing antimicrobial peptide gene variants is associated with severe fungal skin disease in Persian cats.

Myers AN, Lawhon SD, Diesel AB, Bradley CW, Rodrigues Hoffmann A, Murphy WJ; 99 Lives Cat Genome Consortium.PLoS Genet. 2022 Feb 14;18(2):e1010062. doi: 10.1371/journal.pgen.1010062. eCollection 2022 Feb.PMID: 35157719 Free PMC article.


KMEL References


References

  1.  
    1. APPMA. National Pet Owner’s Survey. (American Pet Product Manufacturing Association 2008).
  2.  
    1. AVMA. US Pet Ownership and Demographics Sourcebook. (American Veterinary Medical Association 2007).
  3.  
    1. Nicholas, F. W., Brown, S. C. & Le Tissier, P. R. Online Mendelian Inheritance in Animals, OMIA, http://omia.angis.org.au (1998).
  4.  
    1. Sunquist, M. S. F. Wild Cats of the World. (University of Chicago Press 2002).
  5.  
    1. Nowak, R. M. Walker’s Mammals of the World. (The Johns Hopkins University Press 1999).
  6.  
    1. Kitchener, A. C. et al. A revised taxonomy of the Felidae: The final report of the Cat Classification Task Force of the IUCN Cat Specialist Group. Cat News (2017).
  7.  
    1. Johnson WE, et al. The Late Miocene radiation of modern Felidae: A genetic assessment. Science. 2006;311:73–77. doi: 10.1126/science.1122277. - DOI - PubMed
  8.  
    1. Li G, Davis BW, Eizirik E, Murphy WJ. Phylogenomic evidence for ancient hybridization in the genomes of living cats (Felidae) Genome research. 2016;26:1–11. doi: 10.1101/gr.186668.114. - DOI - PMC - PubMed
  9.  
    1. Vigne JD, et al. First wave of cultivators spread to Cyprus at least 10,600 y ago. P Natl Acad Sci USA. 2012;109:8445–8449. doi: 10.1073/pnas.1201693109. - DOI - PMC - PubMed
  10.  
    1. Driscoll CA, et al. The Near Eastern origin of cat domestication. Science. 2007;317:519–523. doi: 10.1126/science.1139518. - DOI - PMC - PubMed
  11.  
    1. Ottoni C, et al. The palaeogenetics of cat dispersal in the ancient world. Nature Ecology & Evolution. 2017;1:0139. doi: 10.1038/s41559-017-0139. - DOI
  12.  
    1. Clutton-Brock, J. A. A Natural History of Domesticated Mammals. (Cambridge University Press 1987).
  13.  
    1. Hemmer, H. Domestication: The Decline of Environmental Appreciation. (Cambridge University Press 1990).
  14.  
    1. Dobney K, Larson G. Genetics and animal domestication: new windows on an elusive process. Journal of Zoology. 2006;269:261–271.
  15.  
    1. Larson G, Fuller DQ. The Evolution of Animal Domestication. Annual Review of Ecology, Evolution, and Systematics. 2014;45(115):136.
  16.  
    1. Wiener P, Wilkinson S. Deciphering the genetic basis of animal domestication. Proc Biol Sci. 2011;278:3161–3170. doi: 10.1098/rspb.2011.1376. - DOI - PMC - PubMed
  17.  
    1. Crystal Palace - Summer concert today Cat Show on July 13. Penny Illustrated Paper, Amusement:510, July 08, 11 (1871).
  18.  
    1. In New York Times (New York 1881).
  19.  
    1. CFA. Cat Fanciers’ Association, http://www.cfa.org/ (2017).
  20.  
    1. TICA. The International Cat Association, http://www.tica.org/ (2017).
  21.  
    1. GCCF. The Governing Council of the Cat Fancy, http://www.gccfcats.org (2017).
  22.  
    1. FIFe. Federation Internationale Feline, fifeweb.org/ (2017).
  23.  
    1. Morris, D. Cat breeds of the world, (Penguin Books, 1999).
  24.  
    1. WCF. World Cat Federation, http://www.wcf-online.de/WCF-EN/ (2017).
  25.  
    1. Lyons LA. DNA mutations of the cat: the good, the bad and the ugly. J Feline Med Surg. 2015;17:203–219. doi: 10.1177/1098612X15571878. - DOI - PubMed
  26.  
    1. Louwerens M, London CA, Pedersen NC, Lyons LA. Feline lymphoma in the post-feline leukemia virus era. Journal of veterinary internal medicine/American College of Veterinary Internal Medicine. 2005;19:329–335. - PubMed
  27.  
    1. Visscher PM, Brown MA, McCarthy MI, Yang J. Five years of GWAS discovery. American journal of human genetics. 2012;90:7–24. doi: 10.1016/j.ajhg.2011.11.029. - DOI - PMC - PubMed
  28.  
    1. Khoury MJ, et al. The continuum of translation research in genomic medicine: how can we accelerate the appropriate integration of human genome discoveries into health care and disease prevention? Genetics in medicine: official journal of the American College of Medical Genetics. 2007;9:665–674. doi: 10.1097/GIM.0b013e31815699d0. - DOI - PubMed
  29.  
    1. Mirnezami R, Nicholson J, Darzi A. Preparing for precision medicine. The New England journal of medicine. 2012;366:489–491. doi: 10.1056/NEJMp1114866. - DOI - PubMed
  30.  
    1. O’Brien SJ, et al. Comparative gene mapping in the domestic cat (Felis catus) The Journal of heredity. 1997;88:408–414. doi: 10.1093/oxfordjournals.jhered.a023127. - DOI - PubMed
  31.  
    1. O’Brien SJ, Haskins ME, Winkler CA, Nash WG, Patterson DF. Chromosomal mapping of beta-globin and albino loci in the domestic cat. A conserved mammalian chromosome group. The Journal of heredity. 1986;77:374–378. doi: 10.1093/oxfordjournals.jhered.a110264. - DOI - PubMed
  32.  
    1. Bach LH, et al. A high-resolution 15,000 (rad) radiation hybrid panel for the domestic cat. Cytogenet Genome Res. 2012;137:7–14. doi: 10.1159/000339416. - DOI - PMC - PubMed
  33.  
    1. Menotti-Raymond M, et al. Radiation hybrid mapping of 304 novel microsatellites in the domestic cat genome. Cytogenet Genome Res. 2003;102:272–276. doi: 10.1159/000075762. - DOI - PubMed
  34.  
    1. Menotti-Raymond M, et al. Second-generation integrated genetic linkage/radiation hybrid maps of the domestic cat (Felis catus) The Journal of heredity. 2003;94:95–106. doi: 10.1093/jhered/esg008. - DOI - PubMed
  35.  
    1. Murphy WJ, Menotti-Raymond M, Lyons LA, Thompson MA, O’Brien SJ. Development of a feline whole genome radiation hybrid panel and comparative mapping of human chromosome 12 and 22 loci. Genomics. 1999;57:1–8. doi: 10.1006/geno.1998.5695. - DOI - PubMed
  36.  
    1. Murphy WJ, et al. A radiation hybrid map of the cat genome: implications for comparative mapping. Genome research. 2000;10:691–702. doi: 10.1101/gr.10.5.691. - DOI - PMC - PubMed
  37.  
    1. Murphy WJ, Sun S, Chen ZQ, Pecon-Slattery J, O’Brien SJ. Extensive conservation of sex chromosome organization between cat and human revealed by parallel radiation hybrid mapping. Genome research. 1999;9:1223–1230. doi: 10.1101/gr.9.12.1223. - DOI - PMC - PubMed
  38.  
    1. Davis BW, et al. A high-resolution cat radiation hybrid and integrated FISH mapping resource for phylogenomic studies across Felidae. Genomics. 2009;93:299–304. doi: 10.1016/j.ygeno.2008.09.010. - DOI - PMC - PubMed
  39.  
    1. Murphy WJ, et al. A 1.5-Mb-resolution radiation hybrid map of the cat genome and comparative analysis with the canine and human genomes. Genomics. 2007;89:189–196. doi: 10.1016/j.ygeno.2006.08.007. - DOI - PMC - PubMed
  40.  
    1. Menotti-Raymond M, et al. A genetic linkage map of microsatellites in the domestic cat (Felis catus) Genomics. 1999;57:9–23. doi: 10.1006/geno.1999.5743. - DOI - PubMed
  41.  
    1. Sun S, Murphy WJ, Menotti-Raymond M, O’Brien SJ. Integration of the feline radiation hybrid and linkage maps. Mammalian genome: official journal of the International Mammalian Genome Society. 2001;12:436–441. doi: 10.1007/s003350010289. - DOI - PubMed
  42.  
    1. Cooper MP, Fretwell N, Bailey SJ, Lyons LA. White spotting in the domestic cat (Felis catus) maps near KIT on feline chromosome B1. Anim Genet. 2006;37:163–165. doi: 10.1111/j.1365-2052.2005.01389.x. - DOI - PMC - PubMed
  43.  
    1. Grahn RA, et al. Localizing the X-linked orange colour phenotype using feline resource families. Anim Genet. 2005;36:67–70. doi: 10.1111/j.1365-2052.2005.01239.x. - DOI - PubMed
  44.  
    1. Menotti-Raymond M, et al. An autosomal genetic linkage map of the domestic cat, Felis silvestris catus. Genomics. 2009;93:305–313. doi: 10.1016/j.ygeno.2008.11.004. - DOI - PMC - PubMed
  45.  
    1. Pontius JU, et al. Initial sequence and comparative analysis of the cat genome. Genome research. 2007;17:1675–1689. doi: 10.1101/gr.6380007. - DOI - PMC - PubMed
  46.  
    1. Montague MJ, et al. Comparative analysis of the domestic cat genome reveals genetic signatures underlying feline biology and domestication. Proc Natl Acad Sci USA. 2014;111:17230–17235. doi: 10.1073/pnas.1410083111. - DOI - PMC - PubMed
  47.  
    1. Mullikin JC, et al. Light whole genome sequence for SNP discovery across domestic cat breeds. BMC genomics. 2010;11:406. doi: 10.1186/1471-2164-11-406. - DOI - PMC - PubMed
  48.  
    1. Li G, et al. A High-Resolution SNP Array-Based Linkage Map Anchors a New Domestic Cat Draft Genome Assembly and Provides Detailed Patterns of Recombination. G3. 2016;6:1607–1616. doi: 10.1534/g3.116.028746. - DOI - PMC - PubMed
  49.  
    1. Alhaddad, H. et al. Genome-wide association and linkage analyses localize a progressive retinal atrophy locus in Persian cats. Mammalian genome: official journal of the International Mammalian Genome Society (2014). - PMC - PubMed
  50.  
    1. Willet CE, Haase B. An updated felCat5 SNP manifest for the Illumina Feline 63k SNP genotyping array. Anim Genet. 2014;45:614–615. doi: 10.1111/age.12169. - DOI - PubMed
  51.  
    1. Keating MK, et al. Characterization of an Inherited Neurologic Syndrome in Toyger Cats with Forebrain Commissural Malformations, Ventriculomegaly and Interhemispheric Cysts. Journal of veterinary internal medicine/American College of Veterinary Internal Medicine. 2016;30:617–626. doi: 10.1111/jvim.13836. - DOI - PMC - PubMed
  52.  
    1. Golovko L, et al. Genetic susceptibility to feline infectious peritonitis in Birman cats. Virus Res. 2013;175:58–63. doi: 10.1016/j.virusres.2013.04.006. - DOI - PMC - PubMed
  53.  
    1. Raj A, Stephens M, Pritchard JK. Faststructure: variational inference of population structure in large SNP data sets. Genetics. 2014;197:573–589. doi: 10.1534/genetics.114.164350. - DOI - PMC - PubMed
  54.  
    1. Ishida Y, et al. A homozygous single-base deletion in MLPH causes the dilute coat color phenotype in the domestic cat. Genomics. 2006;88:698–705. doi: 10.1016/j.ygeno.2006.06.006. - DOI - PubMed
  55.  
    1. Lyons LA, Imes DL, Rah HC, Grahn RA. Tyrosinase mutations associated with Siamese and Burmese patterns in the domestic cat (Felis catus) Animal Genetics. 2005;36:119–126. doi: 10.1111/j.1365-2052.2005.01253.x. - DOI - PubMed
  56.  
    1. Schmidt-Kuntzel A, Eizirik E, O’Brien SJ, Menotti-Raymond M. Tyrosinase and tyrosinase related protein 1 alleles specify domestic cat coat color phenotypes of the Albino and Brown loci. Journal of Heredity. 2005;96:289–301. doi: 10.1093/jhered/esi066. - DOI - PubMed
  57.  
    1. Imes DL, Geary LA, Grahn RA, Lyons LA. Albinism in the domestic cat (Felis catus) is associated with a tyrosinase (TYR) mutation. Anim Genet. 2006;37:175–178. doi: 10.1111/j.1365-2052.2005.01409.x. - DOI - PMC - PubMed
  58.  
    1. Drögemüller C, Rüfenacht S, Wichert B, Leeb T. Mutations within the FGF5 gene are associated with hair length in cats. Animal Genetics. 2007;38:218–221. doi: 10.1111/j.1365-2052.2007.01590.x. - DOI - PubMed
  59.  
    1. Kehler JS, et al. Four independent mutations in the feline Fibroblast Growth Factor 5 gene determine the long-haired phenotype in domestic cats. Journal of Heredity. 2007;98:555–566. doi: 10.1093/jhered/esm072. - DOI - PMC - PubMed
  60.  
    1. Schmidt-Kuntzel A, et al. A domestic cat X chromosome linkage map and the sex-linked orange locus: mapping of orange, multiple origins and epistasis over nonagouti. Genetics. 2009;181:1415–1425. doi: 10.1534/genetics.108.095240. - DOI - PMC - PubMed
  61.  
    1. Gandolfi Barbara, Alhaddad Hasan, Affolter Verena K., Brockman Jeffrey, Haggstrom Jens, Joslin Shannon E. K., Koehne Amanda L., Mullikin James C., Outerbridge Catherine A., Warren Wesley C., Lyons Leslie A. To the Root of the Curl: A Signature of a Recent Selective Sweep Identifies a Mutation That Defines the Cornish Rex Cat Breed. PLoS ONE. 2013;8(6):e67105. doi: 10.1371/journal.pone.0067105. - DOI - PMC - PubMed
  62.  
    1. Vaysse Amaury, Ratnakumar Abhirami, Derrien Thomas, Axelsson Erik, Rosengren Pielberg Gerli, Sigurdsson Snaevar, Fall Tove, Seppälä Eija H., Hansen Mark S. T., Lawley Cindy T., Karlsson Elinor K., Bannasch Danika, Vilà Carles, Lohi Hannes, Galibert Francis, Fredholm Merete, Häggström Jens, Hedhammar Åke, André Catherine, Lindblad-Toh Kerstin, Hitte Christophe, Webster Matthew T. Identification of Genomic Regions Associated with Phenotypic Variation between Dog Breeds using Selection Mapping. PLoS Genetics. 2011;7(10):e1002316. doi: 10.1371/journal.pgen.1002316. - DOI - PMC - PubMed
  63.  
    1. Matukumalli LK, et al. Development and characterization of a high density SNP genotyping assay for cattle. Plos One. 2009;4:e5350. doi: 10.1371/journal.pone.0005350. - DOI - PMC - PubMed
  64.  
    1. Ramos Antonio M., Crooijmans Richard P. M. A., Affara Nabeel A., Amaral Andreia J., Archibald Alan L., Beever Jonathan E., Bendixen Christian, Churcher Carol, Clark Richard, Dehais Patrick, Hansen Mark S., Hedegaard Jakob, Hu Zhi-Liang, Kerstens Hindrik H., Law Andy S., Megens Hendrik-Jan, Milan Denis, Nonneman Danny J., Rohrer Gary A., Rothschild Max F., Smith Tim P. L., Schnabel Robert D., Van Tassell Curt P., Taylor Jeremy F., Wiedmann Ralph T., Schook Lawrence B., Groenen Martien A. M. Design of a High Density SNP Genotyping Assay in the Pig Using SNPs Identified and Characterized by Next Generation Sequencing Technology. PLoS ONE. 2009;4(8):e6524. doi: 10.1371/journal.pone.0006524. - DOI - PMC - PubMed
  65.  
    1. McCue Molly E., Bannasch Danika L., Petersen Jessica L., Gurr Jessica, Bailey Ernie, Binns Matthew M., Distl Ottmar, Guérin Gérard, Hasegawa Telhisa, Hill Emmeline W., Leeb Tosso, Lindgren Gabriella, Penedo M. Cecilia T., Røed Knut H., Ryder Oliver A., Swinburne June E., Tozaki Teruaki, Valberg Stephanie J., Vaudin Mark, Lindblad-Toh Kerstin, Wade Claire M., Mickelson James R. A High Density SNP Array for the Domestic Horse and Extant Perissodactyla: Utility for Association Mapping, Genetic Diversity, and Phylogeny Studies. PLoS Genetics. 2012;8(1):e1002451. doi: 10.1371/journal.pgen.1002451. - DOI - PMC - PubMed
  66.  
    1. Bannasch D, et al. Localization of canine brachycephaly using an across breed mapping approach. Plos One. 2010;5:e9632. doi: 10.1371/journal.pone.0009632. - DOI - PMC - PubMed
  67.  
    1. Mueller JL, et al. Independent specialization of the human and mouse X chromosomes for the male germ line. Nat Genet. 2013;45:1083–1087. doi: 10.1038/ng.2705. - DOI - PMC - PubMed
  68.  
    1. Lipinski MJ, et al. The ascent of cat breeds: Genetic evaluations of breeds and worldwide random-bred populations. Genomics. 2008;91:12–21. doi: 10.1016/j.ygeno.2007.10.009. - DOI - PMC - PubMed
  69.  
    1. Kurushima JD, et al. Variation of cats under domestication: genetic assignment of domestic cats to breeds and worldwide random-bred populations. Anim Genet. 2013;44:311–324. doi: 10.1111/age.12008. - DOI - PMC - PubMed
  70.  
    1. Oliveira R, et al. Toward a genome-wide approach for detecting hybrids: informative SNPs to detect introgression between domestic cats and European wildcats (Felis silvestris) Heredity (Edinb) 2015;115:195–205. doi: 10.1038/hdy.2015.25. - DOI - PMC - PubMed
  71.  
    1. Filler S, et al. Selkirk Rex: Morphological and Genetic Characterization of a New Cat Breed. Journal of Heredity. 2012;103:727–733. doi: 10.1093/jhered/ess039. - DOI - PMC - PubMed
  72.  
    1. Gandolfi, B. et al. A splice variant in KRT71 is associated with curly coat phenotype of Selkirk Rex cats. Sci Rep-Uk3 (2013). - PMC - PubMed
  73.  
    1. Alhaddad Hasan, Khan Razib, Grahn Robert A., Gandolfi Barbara, Mullikin James C., Cole Shelley A., Gruffydd-Jones Timothy J., Häggström Jens, Lohi Hannes, Longeri Maria, Lyons Leslie A. Extent of Linkage Disequilibrium in the Domestic Cat, Felis silvestris catus, and Its Breeds. PLoS ONE. 2013;8(1):e53537. doi: 10.1371/journal.pone.0053537. - DOI - PMC - PubMed
  74.  
    1. Gandolfi B, et al. A dominant TRPV4 variant underlies osteochondrodysplasia in Scottish fold cats. Osteoarthritis Cartilage. 2016;24:1441–1450. doi: 10.1016/j.joca.2016.03.019. - DOI - PubMed
  75.  
    1. Gandolfi B, et al. First WNK4-Hypokalemia Animal Model Identified by Genome-Wide Association in Burmese Cats. Plos One. 2012;7:e53173. doi: 10.1371/journal.pone.0053173. - DOI - PMC - PubMed
  76.  
    1. Andersson L. Genome-wide association analysis in domestic animals: a powerful approach for genetic dissection of trait loci. Genetica. 2009;136:341–349. doi: 10.1007/s10709-008-9312-4. - DOI - PubMed
  77.  
    1. Starkey MP, Scase TJ, Mellersh CS, Murphy S. Dogs really are man’s best friend–canine genomics has applications in veterinary and human medicine! Brief Funct Genomic Proteomic. 2005;4:112–128. doi: 10.1093/bfgp/4.2.112. - DOI - PubMed
  78.  
    1. Sutter NB, et al. Extensive and breed-specific linkage disequilibrium in Canis familiaris. Genome research. 2004;14:2388–2396. doi: 10.1101/gr.3147604. - DOI - PMC - PubMed
  79.  
    1. Wilbe M, et al. Genome-wide association mapping identifies multiple loci for a canine SLE-related disease complex. Nat Genet. 2010;42:250–254. doi: 10.1038/ng.525. - DOI - PubMed
  80.  
    1. Dodman NH, et al. A canine chromosome 7 locus confers compulsive disorder susceptibility. Mol Psychiatry. 2010;15:8–10. doi: 10.1038/mp.2009.111. - DOI - PubMed
  81.  
    1. Wiik AC, et al. A deletion in nephronophthisis 4 (NPHP4) is associated with recessive cone-rod dystrophy in standard wire-haired dachshund. Genome research. 2008;18:1415–1421. doi: 10.1101/gr.074302.107. - DOI - PMC - PubMed
  82.  
    1. Seppälä Eija H., Jokinen Tarja S., Fukata Masaki, Fukata Yuko, Webster Matthew T., Karlsson Elinor K., Kilpinen Sami K., Steffen Frank, Dietschi Elisabeth, Leeb Tosso, Eklund Ranja, Zhao Xiaochu, Rilstone Jennifer J., Lindblad-Toh Kerstin, Minassian Berge A., Lohi Hannes. LGI2 Truncation Causes a Remitting Focal Epilepsy in Dogs. PLoS Genetics. 2011;7(7):e1002194. doi: 10.1371/journal.pgen.1002194. - DOI - PMC - PubMed
  83.  
    1. Gandolfi B, et al. COLQ variant associated with Devon Rex and Sphynx feline hereditary myopathy. Animal Genetics. 2015;46:711–715. doi: 10.1111/age.12350. - DOI - PMC - PubMed
  84.  
    1. Lyons LA, et al. Aristaless-Like Homeobox protein 1 (ALX1) variant associated with craniofacial structure and frontonasal dysplasia in Burmese cats. Dev Biol. 2016;409:451–458. doi: 10.1016/j.ydbio.2015.11.015. - DOI - PMC - PubMed
  85.  
    1. Pedersen NC, Liu HW, Gandolfi B, Lyons LA. The influence of age and genetics on natural resistance to experimentally induced feline infectious peritonitis. Vet Immunol Immunop. 2014;162:33–40. doi: 10.1016/j.vetimm.2014.09.001. - DOI - PMC - PubMed
  86.  
    1. Bertolini, F. et al. Evidence of selection signatures that shape the Persian cat breed. Mammalian genome: official journal of the International Mammalian Genome Society (2016). - PubMed
  87.  
    1. Kent WJ. BLAT - The BLAST-like alignment tool. Genome research. 2002;12:656–664. doi: 10.1101/gr.229202. - DOI - PMC - PubMed
  88.  
    1. Purcell S, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. American journal of human genetics. 2007;81:559–575. doi: 10.1086/519795. - DOI - PMC - PubMed
  89.  
    1. Puechmaille SJ. The program structure does not reliably recover the correct population structure when sampling is uneven: subsampling and new estimators alleviate the problem. Mol Ecol Resour. 2016;16:608–627. doi: 10.1111/1755-0998.12512. - DOI - PubMed
  90.  
    1. Barrett JC, Fry B, Maller J, Daly MJ. Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics. 2005;21:263–265. doi: 10.1093/bioinformatics/bth457. - DOI - PubMed
  91.  
    1. Bamber Ruth C., Herdman E. Catherine. The inheritance of black, yellow and tortoiseshell coat-colour in cats. Journal of Genetics. 1927;18(1):87–97. doi: 10.1007/BF03052604. - DOI
  92.  
    1. Doncaster, L. On the inheritance of tortoiseshell and related colours in cats. Proceedings of the Cambridge Philosophical Society, 35–38 (1904).
  93.  
    1. Pritchard JK, Przeworski M. Linkage disequilibrium in humans: Models and data. American journal of human genetics. 2001;69:1–14. doi: 10.1086/321275. - DOI - PMC - PubMed