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Demographic history, selection and functional diversity of the canine genome

Key Points

  • The dog is descended from a single species, the grey wolf, but from an ancient lineage that is now extinct and is the only large carnivore ever to be domesticated.

  • Dogs were domesticated by hunter-gatherers over 15,000 years ago, whereas all other domesticated species were domesticated by agrarian societies.

  • The demographic history of the dog is complex, with multiple population bottlenecks associated with domestication and breed formation as well as admixture among dog populations and with wolves.

  • DNA analysis from modern dogs can be used to recapitulate the historic migration of human populations, providing previously unknown information about how various regions were settled.

  • Whole-genome sequencing of modern dogs has generated a large catalogue that captures much of the variation that exists in modern dogs.

  • There are nearly 400 breeds of dog worldwide that display an extraordinary amount of phenotypic diversity in terms of morphology, behaviour, and disease susceptibility. All domesticated dogs are members of the same species, termed Canis lupus familiaris or, alternatively, Canis familiaris.

  • Selection for behaviour and appearance in modern breeds has resulted in an increased level of disease susceptibility, perhaps as deleterious alleles 'hitch-hike' with those that breeders and fanciers select for.

  • Cancer is an extremely common disease in dogs, and findings from breed-specific studies reveal information that is relevant for basic cancer biology.

Abstract

The domestic dog represents one of the most dramatic long-term evolutionary experiments undertaken by humans. From a large wolf-like progenitor, unparalleled diversity in phenotype and behaviour has developed in dogs, providing a model for understanding the developmental and genomic mechanisms of diversification. We discuss pattern and process in domestication, beginning with general findings about early domestication and problems in documenting selection at the genomic level. Furthermore, we summarize genotype–phenotype studies based first on single nucleotide polymorphism (SNP) genotyping and then with whole-genome data and show how an understanding of evolution informs topics as different as human history, adaptive and deleterious variation, morphological development, ageing, cancer and behaviour.

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Figure 1: Analytical approach to correct for demographic history in selection scans.
Figure 2: Phenotypic diversity of dog breeds.
Figure 3: Migration of the Fonni's Dog mimics human population migration.
Figure 4: Selective sweeps from whole-genome sequencing analysis.
Figure 5: Haplotype sharing between breeds indicates the source of a common phenotype for a given trait.

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References

  1. Wayne, R. K. Cranial morphology of domestic and wild canids the influence of development on morphological change. Evolution 40, 243–261 (1986).

    Article  PubMed  Google Scholar 

  2. Wayne, R. K. Limb morphology of domestic and wild canids: the influence of development on morphologic change. J. Morphol. 187, 301–319 (1986).

    Article  CAS  PubMed  Google Scholar 

  3. Drake, A. G. & Klingenberg, C. P. Large-scale diversification of skull shape in domestic dogs: disparity and modularity. Am. Nat. 175, 289–301 (2010).

    Article  PubMed  Google Scholar 

  4. Parker, H. G., Shearin, A. L. & Ostrander, E. A. Man's best friend becomes biology's best in show: genome analyses in the domestic dog. Annu. Rev. Genet. 44, 309–336 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. vonHoldt, B. M. et al. Genome-wide SNP and haplotype analyses reveal a rich history underlying dog domestication. Nature 464, 898–902 (2010). The authors present a genetic similarity tree of dog breeds that suggests breed grouping by form and function and implies that cross breeding between these breed groups transfers key genetic mutations that are responsible for discrete phenotypic traits. They identify genes that may have been under selection in the origin of dogs.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Thalmann, O. et al. Complete mitochondrial genomes of ancient canids suggest a European origin of domestic dogs. Science 342, 871–874 (2013). For the first time, ancient DNA of dogs and wolves was used to illuminate the timing and geographic origin of dogs, and it suggests that dogs originated from an extinct wolf population that existed in Europe about 27,000 years ago.

    Article  CAS  PubMed  Google Scholar 

  7. Shannon, L. M. et al. Genetic structure in village dogs reveals a Central Asian domestication origin. Proc. Natl Acad. Sci. USA 112, 13639–13644 (2015).

    Article  CAS  PubMed  Google Scholar 

  8. Skoglund, P., Ersmark, E., Palkopoulou, E. & Dalen, L. Ancient wolf genome reveals an early divergence of domestic dog ancestors and admixture into high-latitude breeds. Curr. Biol. 25, 1515–1519 (2015).

    Article  CAS  PubMed  Google Scholar 

  9. Wang, G. D. et al. Out of southern East Asia: the natural history of domestic dogs across the world. Cell Res. 26, 21–33 (2016).

    Article  PubMed  Google Scholar 

  10. Fan, Z. et al. Worldwide patterns of genomic variation and admixture in gray wolves. Genome Res. 26, 163–173 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Frantz, L. A. et al. Genomic and archaeological evidence suggest a dual origin of domestic dogs. Science 352, 1228–1231 (2016).

    Article  CAS  PubMed  Google Scholar 

  12. Ash, E. C. Dogs: Their History and Development (E. Benn Limited, 1927).

    Google Scholar 

  13. American Kennel Club. The Complete Dog Book 20th edn (Ballantine Books, 2006).

  14. Parker, H. G. et al. Genetic structure of the purebred domestic dog. Science 304, 1160–1164 (2004).

    Article  CAS  PubMed  Google Scholar 

  15. Lindblad-Toh, K. et al. Genome sequence, comparative analysis and haplotype structure of the domestic dog. Nature 438, 803–819 (2005). This paper announced the first whole-genome sequence of a dog, the Boxer, together with a description of unique elements within the canine genome and predictions of ancestral sample size and SNP density needed for whole-genome association studies.

    Article  CAS  PubMed  Google Scholar 

  16. Boyko, A. R. et al. Complex population structure in African village dogs and its implications for inferring dog domestication history. Proc. Natl Acad. Sci. USA 106, 13903–13908 (2009).

    Article  PubMed  Google Scholar 

  17. Freedman, A. H. et al. Genome sequencing highlights the dynamic early history of dogs. PLoS Genet. 10, e1004016 (2014). In this paper, the authors compare whole-genome sequences from several canine lineages, demonstrating that a severe bottleneck occurred in wolves soon after their divergence from dogs, implying that the pool of diversity that gave rise to dogs was substantially larger than that represented by modern wolf populations and narrowing the time frame for initial dog domestication to 11–16 thousand years ago.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Freedman, A. H. et al. Demographically-based evaluation of genomic regions under selection in domestic dogs. PLoS Genet. 12, e1005851 (2016). Explicit demographic models based on genetic data were used to develop a null distribution and better reduce the false positives for selective sweeps. The work shows selection on genes related to neurological, metabolic and phenotypic traits, but it does not confirm many of the genes proposed to be under selection in previous studies.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Marsden, C. D. et al. Bottlenecks and selective sweeps during domestication have increased deleterious genetic variation in dogs. Proc. Natl Acad. Sci. USA 113, 152–157 (2016).

    Article  CAS  PubMed  Google Scholar 

  20. Dreger, D. L. et al. Whole-genome sequence, SNP chips and pedigree structure: building demographic profiles in domestic dog breeds to optimize genetic-trait mapping. Dis. Model. Mech. 9, 1445–1460 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Sutter, N. B. et al. Extensive and breed-specific linkage disequilibrium in Canis familiaris. Genome Res. 14, 2388–2396 (2004).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Boyko, A. et al. A simple genetic architecture underlies morphological variation in dogs. PLoS Biol. 8, e1000451 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Akey, J. M. et al. Tracking footprints of artificial selection in the dog genome. Proc. Natl Acad. Sci. USA 107, 1160–1165 (2010).

    Article  PubMed  Google Scholar 

  24. Vaysse, A. et al. Identification of genomic regions associated with phenotypic variation between dog breeds using selection mapping. PLoS Genet. 7, e1002316 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Hoopes, B. C., Rimbault, M., Liebers, D., Ostrander, E. A. & Sutter, N. B. The insulin-like growth factor 1 receptor (IGF1R) contributes to reduced size in dogs. Mamm. Genome 23, 780–790 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Axelsson, E. et al. The genomic signature of dog domestication reveals adaptation to a starch-rich diet. Nature 495, 360–364 (2013). These investigators used whole-genome resequencing of wolves and dogs to identify genes under selection during domestication, showing for the first time that amplifications of the amylase gene in early dogs provided a mechanism to survive on a starch-based diet.

    Article  CAS  PubMed  Google Scholar 

  27. Haywood, S. et al. Copper toxicosis in non-COMMD1 Bedlington terriers is associated with metal transport gene ABCA12. J. Trace Elem. Med. Biol. 35, 83–89 (2016).

    Article  CAS  PubMed  Google Scholar 

  28. Cagan, A. & Blass, T. Identification of genomic variants putatively targeted by selection during dog domestication. BMC Evol. Biol. 16, 10 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Decker, B. et al. Comparison against 186 canid whole-genome sequences reveals survival strategies of an ancient clonally transmissible canine tumor. Genome Res. 25, 1646–1655 (2015). This work describes the use of the largest multibreed whole-genome sequence data set to date, for filtering potential deleterious variants from millions to thousands and subsequent reduction to cancer pathways that are responsible for transmissible tumours.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Freedman, A. H. & Wayne, R. K. Deciphering the origin of dogs: from fossils to genomes. Annu. Rev. Anim. Biosci. 5, 281–307 (2017).

    Article  PubMed  Google Scholar 

  31. Barton, N. H. The effect of hitch-hiking on neutral genealogies. Genet. Res. 72, 123–133 (1998).

    Article  CAS  Google Scholar 

  32. Barton, N. H. Genetic hitchhiking. Phil. Trans. R. Soc. Lond. B 355, 1553–1562 (2000).

    Article  CAS  Google Scholar 

  33. Crisci, J. L., Poh, Y. P., Mahajan, S. & Jensen, J. D. The impact of equilibrium assumptions on tests of selection. Front. Genet. 4, 235 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Santiago, E. & Caballero, A. Variation after a selective sweep in a subdivided population. Genetics 169, 475–483 (2005).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Slatkin, M. & Wiehe, T. Genetic hitch-hiking in a subdivided population. Genet. Res. 71, 155–160 (1998).

    Article  CAS  PubMed  Google Scholar 

  36. Arendt, M., Cairns, K. M., Ballard, J. W., Savolained, P. & Axelsson, E. Diet adaption in dog reflects spread of prehistoric agriculture. Heredity (Edinb.) 117, 301–306 (2016).

    Article  CAS  Google Scholar 

  37. Parker, H. et al. Breed relationships facilitate fine-mapping studies: a 7.8-kb deletion cosegregates with Collie eye anomaly across multiple dog breeds. Genome Res. 17, 1652–1571 (2007).

    Article  CAS  Google Scholar 

  38. Anderson, T. M. et al. Molecular and evolutionary history of melanism in North American gray wolves. Science 323, 1339–1343 (2009).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Li, Y. et al. Population variation revealed high-altitude adaptation of Tibetan mastiffs. Mol. Biol. Evol. 31, 1200–1205 (2014).

    Article  CAS  PubMed  Google Scholar 

  40. vonHoldt, B., Fan, Z., Ortega-Del Vecchyo, D. & Wayne, R. K. EPAS1 variants in high altitude Tibetan wolves were selectively introgressed into highland dogs. PeerJ 5, e3522 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Lin, L., Vad-Nielsen, J. & Luo, Y. CRISPR-mediated multiplexed genetic manipulation. Oncotarget 7, 80103–80104 (2016).

    PubMed  PubMed Central  Google Scholar 

  42. Shipman, P. The Invaders: How Humans and Their Dogs Drove Neanderthals to Extinction 3rd edn (Belknap Press, 2015).

    Book  Google Scholar 

  43. Tonoike, A. et al. Copy number variations in the amylase gene (AMY2B) in Japanese native dog breeds. Anim. Genet. 46, 580–583 (2015).

    Article  CAS  PubMed  Google Scholar 

  44. Ollivier, M. et al. Amy2B copy number variation reveals starch diet adaptations in ancient European dogs. R. Soc. Open Sci. 3, 160449 (2016). This paper presents ancient DNA data mapping the temporal origin of the increased amylase gene copy number using DNA from ancient dogs and shows that it first appeared over 7,000 years ago, concurrent with the beginning of agriculture.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  45. Inchley, C. E. et al. Selective sweep on human amylase genes postdates the split with Neanderthals. Sci. Rep. 6, 37198 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Reiter, T., Jagoda, E. & Capellini, T. D. Dietary variation and evolution of gene copy number among dog breeds. PLoS ONE 11, e0148899 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Botigue, L. et al. Ancient European dog genomes reveal continuity since the early Neolithic. Nat. Commun. 8, 16082 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Dreger, D. L. et al. Commonalities in development of pure breeds and population isolates revealed in the genome of the sardinian Fonni's Dog. Genetics 204, 737–755 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  49. Cetti, F. I quadrupedi di Sardegna. (ed. Edoardo Perino) (Gia Sassari, 1885).

    Google Scholar 

  50. Tyndale, J. W. The Island of Sardinia, including pictures of the manners and customs of the Sardinians, and notes on the antiquities and modern objects of interst in the island: to which is added some account of the House of Savoy. Vol. 2 (Richard Bentley, 1849).

    Google Scholar 

  51. Fiorito, G. et al. The Italian genome reflects the history of Europe and the Mediterranean basin. Eur. J. Hum. Genet. 24, 1056–1062 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Gou, X. et al. Whole-genome sequencing of six dog breeds from continuous altitudes reveals adaptation to high-altitude hypoxia. Genome Res. 24, 1308–1315 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  53. Zhang, J. E. et al. Polymorphisms in the prion protein gene (PRNP) in the Tibetan Mastiff. Anim. Genet. 40, 1001–1002 (2014).

    Article  CAS  Google Scholar 

  54. Miao, B., Wang, Z. & Li, Y. Genomic analysis reveals hypoxia adaptation in the Tibetan mastiff by introgression of the grey wolf from the Tibetan Plateau. Mol. Biol. Evol. 34, 734–743 (2017).

    CAS  PubMed  Google Scholar 

  55. Akashi, H., Osada, N. & Ohta, T. Weak selection and protein evolution. Genetics 192, 15–31 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  56. Boyko, A. R. et al. Assessing the evolutionary impact of amino acid mutations in the human genome. PLoS Genet. 4, e1000083 (2008).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  57. Keightley, P. D. & Eyre-Walker, A. Joint inference of the distribution of fitness effects of deleterious mutations and population demography based on nucleotide polymorphism frequencies. Genetics 177, 2251–2261 (2007).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  58. Ohta, T. Role of very slightly deleterious mutations in molecular evolution and polymorphism. Theor. Popul. Biol. 10, 254–275 (1976).

    Article  CAS  PubMed  Google Scholar 

  59. Eyre-Walker, A., Woolfit, M. & Phelps, T. The distribution of fitness effects of new deleterious amino acid mutations in humans. Genetics 173, 891–900 (2006).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Tennessen, J. A. et al. Evolution and functional impact of rare coding variation from deep sequencing of human exomes. Science 337, 64–69 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Nelson, M. R. et al. An abundance of rare functional variants in 202 drug target genes sequenced in 14,002 people. Science 337, 100–104 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  62. Bellumori, T. P., Famula, T. R., Bannasch, D. L., Belanger, J. M. & Oberbauer, A. M. Prevalence of inherited disorders among mixed-breed and purebred dogs: 27,254 cases (1995–2010). J. Am. Vet. Med. Assoc. 242, 1549–1555 (2013).

    Article  PubMed  Google Scholar 

  63. Schoenebeck, J. J. & Ostrander, E. A. Insights into morphology and disease from the dog genome project. Annu. Rev. Cell Dev. Biol. 30, 535–560 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  64. Karyadi, D. M. et al. A copy number variant at the KITLG locus likely confers risk for canine squamous cell carcinoma of the digit. PLoS Genet. 9, e1003409 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  65. Ostrander, E. A., Davis, B. W. & Ostrander, G. K. Transmissible tumors: breaking the cancer paradigm. Trends Genet. 32, 1–15 (2016).

    Article  CAS  PubMed  Google Scholar 

  66. O'Neill, D. G. et al. Epidemiological associations between brachycephaly and upper respiratory tract disorders in dogs attending veterinary practices in England. Canine Genet. Epidemiol. 2, 10 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

  67. Olsson, M. et al. A novel unstable duplication upstream of HAS2 predisposes to a breed-defining skin phenotype and a periodic fever syndrome in Chinese Shar-Pei dogs. PLoS Genet. 7, e1001332 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  68. Davis, B. W. & Ostrander, E. A. Domestic dogs and cancer research: a breed-based genomics approach. ILAR J. 55, 59–68 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. Boyko, A. R. The domestic dog: man's best friend in the genomic era. Genome Biol. 12, 216 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  70. Mirkena, T. et al. Genetics of adaptation in domestic farm animals: a review. Livestock Sci. 132, 1–12 (2010).

    Article  Google Scholar 

  71. Bertolini, F. et al. Evidence of selection signatures that shape the Persian cat breed. Mamm. Genome 27, 144–155 (2016).

    Article  PubMed  Google Scholar 

  72. Gandolfi, B. et al. A splice variant in KRT71 is associated with curly coat phenotype of Selkirk Rex cats. Sci. Rep. 3, 2000 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  73. Lyons, L. A. et al. Aristaless-Like Homeobox protein 1 (ALX1) variant associated with craniofacial structure and frontonasal dysplasia in Burmese cats. Dev. Biol. 409, 451–458 (2016).

    Article  CAS  PubMed  Google Scholar 

  74. Lipinski, M. J. et al. The ascent of cat breeds: genetic evaluations of breeds and worldwide random-bred populations. Genomics 91, 12–21 (2008).

    Article  CAS  PubMed  Google Scholar 

  75. Parker, H. G. et al. An expressed fgf4 retrogene is associated with breed-defining chondrodysplasia in domestic dogs. Science 325, 995–998 (2009).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  76. Cadieu, E. et al. Coat variation in the domestic dog is governed by variants in three genes. Science 326, 150–153 (2009).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  77. Baranowska Körberg, I. et al. A simple repeat polymorphism in the MITF-M promoter is a key regulator of white spotting in dogs. PLoS ONE 9, e104363 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  78. Hayward, J. J. et al. Complex disease and phenotype mapping in the domestic dog. Nat. Commun. 7, 10460 (2016). Using the largest SNP-based data set to date, which encompassed 4,200 dogs genotyped with 180,000 SNPs, this paper summarizes selection data for dozens of morphological, behavioural and disease features.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  79. Parker, H. G. et al. Genomic analyses reveal the influence of geographic origin, immigration and cross-breed introgression on modern dog breed development. Cell Rep. 19, 697–708 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  80. Shearin, A. L. & Ostrander, E. A. Canine morphology: hunting for genes and tracking mutations. PLoS Biol. 8, e1000310 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Rimbault, M. et al. Derived variants at six genes explain nearly half of size reduction in dog breeds. Genome Res. 23, 1985–1995 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  82. Plassais, J. et al. Analysis of large versus small dogs reveals three genes on the canine X chromosome associated with body weight, muscling and back fat thickness. PLoS Genet. 13, e1006661 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  83. Sutter, N. B. et al. A single IGF1 allele is a major determinant of small size in dogs. Science 316, 112–115 (2007).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  84. Vrieze, S. I. et al. An assessment of the individual and collective effects of variants on height using twins and a developmentally informative study design. PLoS Genet. 7, e1002413 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  85. Lango, A. H. et al. Hundreds of variants clustered in genomic loci and biological pathways affect human height. Nature 467, 832–838 (2010).

    Article  CAS  Google Scholar 

  86. N'Diaye, A. et al. Identification, replication, and fine-mapping of loci associated with adult height in individuals of African ancestry. PLoS Genet. 7, e1002298 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  87. Qu, B. H., Karas, M., Koval, A. & LeRoith, D. Insulin receptor substrate-4 enhances insulin-like growth factor-I-induced cell proliferation. J. Biol. Chem. 274, 31179–31184 (1999).

    Article  CAS  PubMed  Google Scholar 

  88. Melkersson, K. & Persson, B. Association between body mass index and insulin receptor substrate-4 (IRS-4) gene polymorphisms in patients with schizophrenia. Neuro Endocrinol. Lett. 32, 634–640 (2011).

    CAS  PubMed  Google Scholar 

  89. Sun, Y. et al. Loss-of-function mutations in IGSF1 cause an X-linked syndrome of central hypothyroidism and testicular enlargement. Nat. Genet. 44, 1375–1381 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  90. Joustra, S. D. et al. IGSF1 variants in boys with familial delayed puberty. Eur. J. Pediatr. 174, 687–692 (2015).

    Article  CAS  PubMed  Google Scholar 

  91. Asakura, Y. et al. Combined growth hormone and thyroid-stimulating hormone deficiency in a japanese patient with a novel frameshift mutation in IGSF1. Horm. Res. Paediatr. 84, 349–354 (2015).

    Article  CAS  PubMed  Google Scholar 

  92. Ma, J. et al. Fine mapping of fatness QTL on porcine chromosome X and analyses of three positional candidate genes. BMC Genet. 14, 46 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  93. Cepica, S., Bartenschlager, H. & Geldermann, H. Mapping of QTL on chromosome X for fat deposition, muscling and growth traits in a wild boar x Meishan F2 family using a high-density gene map. Anim. Genet. 38, 634–638 (2007).

    Article  CAS  PubMed  Google Scholar 

  94. Schoenebeck, J. & Ostrander, E. A. The genetics of canine skull shape variation. Genetics 193, 317–325 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  95. Bannasch, D. et al. Localization of canine brachycephaly using an across breed mapping approach. PLoS ONE 5, e9632 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  96. Marchant, T. W. et al. Canine brachycephaly is associated with a retrotransposon-mediated missplicing of SMOC2. Curr. Biol. 27, 1573–1584.e6 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  97. Schoenebeck, J. J. et al. Variation of BMP3 contributes to dog breed skull diversity. PLoS Genet. 8, e1002849 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  98. Jones, P. et al. Single-nucleotide-polymorphism-based association mapping of dog stereotypes. Genetics 179, 1033–1044 (2008).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  99. Holder, A., Mella, S., Palmer, D. B., Aspinall, R. & Catchpole, B. An age-associated decline in thymic output differs in dog breeds according to their longevity. PLoS ONE 11, e0165968 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  100. Fick, L. J. et al. Telomere length correlates with life span of dog breeds. Cell Rep. 2, 1530–1536 (2012).

    Article  CAS  PubMed  Google Scholar 

  101. Bonnett, B. N., Egenvall, A., Hedhammar, A. & Olson, P. Mortality in over 350,000 insured Swedish dogs from 1995-2000: I. Breed-, gender-, age- and cause-specific rates. Acta Vet. Scand. 46, 105–120 (2005).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  102. Kraus, C., Pavard, S. & Promislow, D. E. The size-life span trade-off decomposed: why large dogs die young. Am. Nat. 181, 492–505 (2013). This work puts forth and defends the hypothesis that small dogs live longer than large dogs because large dogs simply age at an accelerated pace once senescence is initiated.

    Article  PubMed  Google Scholar 

  103. Selman, C., Nussey, D. H. & Monaghan, P. Ageing: it's a dog's life. Curr. Biol. 23, R451–R453 (2013).

    Article  CAS  PubMed  Google Scholar 

  104. Dobson, J. M. Breed-predispositions to cancer in pedigree dogs. ISRN Vet. Sci. 2013, 941275 (2014).

    Google Scholar 

  105. Vail, D. M. & MacEwen, E. G. Spontaneously occurring tumors of companion animals as models for human cancer. Cancer Invest. 18, 781–792 (2000).

    Article  CAS  PubMed  Google Scholar 

  106. Adams, V. J., Evans, K. M., Sampson, J. & Wood, J. L. N. Methods and mortality results of a health survey of purebred dogs in the UK. J. Small Anim. Pract. 51, 512–524 (2010).

    Article  CAS  PubMed  Google Scholar 

  107. Merlo, D. F. et al. Cancer incidence in pet dogs: findings of the Animal Tumor Registry of Genoa. Italy. J. Vet. Intern. Med. 22, 976–984 (2008).

    Article  CAS  PubMed  Google Scholar 

  108. Khanna, C. et al. The dog as a cancer model. Nat. Biotechnol. 24, 1065–1066 (2006).

    Article  CAS  PubMed  Google Scholar 

  109. Dorn, C. R. Epidemiology of canine and feline tumors. Comp. Cont. Educ. Pract. Vet. 12, 307–312 (1976).

    Google Scholar 

  110. Cadieu, E. & Ostrander, E. A. Canine genetics offers new mechanisms for the study of human cancer. Cancer Epidemiol. Biomarker Prev. 16, 2181–2183 (2007).

    Article  CAS  Google Scholar 

  111. Ranieri, G. et al. A model of study for human cancer: spontaneous occurring tumors in dogs. Biological features and translation for new anticancer therapies. Crit. Rev. Oncol. Hematol. 88, 187–197 (2013).

    Article  CAS  PubMed  Google Scholar 

  112. Dhawan, D. et al. Comparative gene expression analyses identify luminal and nasal subtypes of canine invasive urothelial carcinoma that mimic patterns in human invasive bladder cancer. PLoS ONE 10, e0136688 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  113. Knapp, D. W., Dhawan, D. & Ostrander, E. “Lassie, ” “Toto, ” and fellow pet dogs: poised to lead the way for advances in cancer prevention. Am. Soc. Clin. Oncol. Educ. Book. http://dx.doi.org/10.14694/EdBook_AM.2015.35.e667 (2015).

  114. Ostrander, E. A. Franklin, H. Epstein Lecture. Both ends of the leash — the human links to good dogs with bad genes. N. Engl. J. Med. 367, 636–646 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  115. Rowell, J. L., McCarthy, D. O. & Alvarez, C. E. Dog models of naturally occurring cancer. Trends Mol. Med. 17, 380–388 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  116. Jónasdóttir, T. J. et al. Genetic mapping of a naturally occurring hereditary renal cancer syndrome in dogs. Proc. Natl Acad. Sci. USA 97, 4132–4137 (2000).

    Article  PubMed  Google Scholar 

  117. Shearin, A. et al. The MTAP-CDKN2A locus confers susceptibility to a naturally occurring canine cancer. Cancer Epidmiol Biomarkers Prev. 21, 1019–1027 (2012).

    Article  CAS  Google Scholar 

  118. Thomas, R., Smith, K. C., Ostrander, E. A., Galibert, F. & Breen, M. Chromosome aberrations in canine multicentric lymphomas detected with comparative genomic hybridisation and a panel of single locus probes. Br. J. Cancer 89, 1530–1537 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  119. Phillips, J. C., Lembcke, L. & Chamberlin, T. A novel locus for canine osteosarcoma (OSA1) maps to CFA34, the canine orthologue of human 3q26. Genomics 96, 220–227 (2010).

    Article  CAS  PubMed  Google Scholar 

  120. Affolter, V. K. & Moore, P. F. Localized and disseminated histiocytic sarcoma of dendritic cell origin in dogs. Vet. Pathol. 39, 74–83 (2002).

    Article  CAS  PubMed  Google Scholar 

  121. Moore, P. F., Affolter, V. K. & Vernau, W. Canine hemophagocytic histiocytic sarcoma: a proliferative disorder of CD11d+ macrophages. Vet. Pathol. 43, 632–645 (2006).

    Article  CAS  PubMed  Google Scholar 

  122. Fulmer, A. K. & Mauldin, G. E. Canine histiocytic neoplasia: an overview. Can. Vet. J. 48, 1041–1050 (2007).

    PubMed  PubMed Central  Google Scholar 

  123. Dobson, J., Hoaher, T., McKinley, T. J. & Wood, J. L. Mortality in a cohort of flat-coated retrievers in the UK. Vet. Comp. Oncol. 7, 115–121 (2009).

    Article  CAS  PubMed  Google Scholar 

  124. Bonnett, B. N., Egenvall, A., Olson, P. & Hedhammar, A. Mortality in insured Swedish dogs: rates and causes of death in various breeds. Vet. Rec. 141, S40–S44 (1997).

    Article  Google Scholar 

  125. Mueller, F., Fuchs, B. & Kaser-Hotz, B. Comparative biology of human and canine osteosarcoma. Anticancer Res. 27, 155–164 (2007).

    CAS  PubMed  Google Scholar 

  126. Karlsson, E. et al. Genome-wide analysis implicate 33 loci in heritable dog osteosarcoma, including regulatory variants near CDKN2A/B. Genome Biol. 14, R132 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  127. Gardner, H. L., Fenger, J. M., & London, C. A. Dogs as a model for cancer. Annu. Rev. Anim. Biosci. 4, 199–222 (2016).

    Article  CAS  PubMed  Google Scholar 

  128. Decker, B. et al. Homologous mutation to human BRAF V600E is common in naturally occurring canine bladder cancer — evidence for a relevant model system and urine-based diagnostic test. Mol. Cancer Res. 13, 993–1002 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  129. Davies, H. et al. Mutations of the BRAF gene in human cancer. Nature 417, 949–954 (2002).

    Article  CAS  PubMed  Google Scholar 

  130. Puntervoll, H. E., Molven, A. & Akslen, L. A. Frequency of somatic BRAF mutations in melanocytic lesions from patients in a CDK4 melanoma family. Pigment Cell Melanoma Res. 27, 149–151 (2014).

    Article  PubMed  Google Scholar 

  131. DiMasi, J. A. & Grabowski, H. G. Economics of new oncology drug development. J. Clin. Oncol. 25, 209–216 (2007).

    Article  PubMed  Google Scholar 

  132. Nowinsky, M. Zur Frage ueber die Impfung der krebsigen Geschwuelste. Zentralbl Med. Wissensch 14, 790–791 (1876).

    Google Scholar 

  133. Murgia, C., Pritchard, J. K., Kim, S. Y., Fassati, A. & Weiss, R. A. Clonal origin and evolution of a transmissible cancer. Cell 126, 477–487 (2006).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  134. Strakova, A. & Murchison, E. P. The changing global distribution and prevalence of canine transmissible venereal tumour. BMC Vet. Res. 10, 168 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  135. Katzir, N., Arman, E., Cohen, D., Givol, D. & Rechavi, G. Common origin of transmissible venereal tumors (TVT) in dogs. Oncogene 1, 445–448 (1987).

    CAS  PubMed  Google Scholar 

  136. Murchison, E. P. et al. Transmissible dog cancer genome reveals the origin and history of an ancient cell lineage. Science 343, 437–440 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  137. Overall, K. L. Natural animal models of human psychiatric conditions: assessment of mechanism and validity. Prog. Neuropsychopharmacol. Biol. Psychiatry 24, 727–776 (2000).

    Article  CAS  PubMed  Google Scholar 

  138. Moon-Fanelli, A. A. & Dodman, N. H. Description and development of compulsive tail chasing in terriers and response to clomipramine treatment. J. Am. Vet. Med. Assoc. 212, 1252–1257 (1998).

    CAS  PubMed  Google Scholar 

  139. Moon-Fanelli, A. A., Dodman, N. H. & Cottam, N. Blanket and flank sucking in Doberman Pinschers. J. Am. Vet. Med. Assoc. 231, 907–912 (2007).

    Article  PubMed  Google Scholar 

  140. Rapoport, J. L., Ryland, D. H. & Kriete, M. Drug treatment of canine acral lick. An animal model of obsessive-compulsive disorder. Arch. Gen. Psychiatry 49, 517–521 (1992).

    Article  CAS  PubMed  Google Scholar 

  141. Tang, R. et al. Candidate genes and functional noncoding variants identified in a canine model of obsessive-compulsive disorder. Genome Biol. 15, R25 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  142. Dodman, N. H. et al. A canine chromosome 7 locus confers compulsive disorder susceptibility. Mol. Psychiatry 15, 8–10 (2010).

    Article  CAS  PubMed  Google Scholar 

  143. Nazaryan, L. et al. Association study between CDH2 and Gilles de la Tourette syndrome in a Danish cohort. Psychiatry Res. 228, 974–975 (2015).

    Article  PubMed  Google Scholar 

  144. Goodloe, L. P. & Borchelt, P. L. Companion dog temperament traits. J. Appl. Anim. Welf. Sci. 1, 303–338 (1998).

    Article  CAS  PubMed  Google Scholar 

  145. van den Berg, L., Schilder, M. B., de Vries, H., Leegwater, P. A. & van Oost, B. A. Phenotyping of aggressive behavior in golden retriever dogs with a questionnaire. Behav. Genet. 36, 882–902 (2006).

    Article  CAS  PubMed  Google Scholar 

  146. van den Berg, L., Schilder, M. B. & Knol, B. W. Behavior genetics of canine aggression: behavioral phenotyping of golden retrievers by means of an aggression test. Behav. Genet. 33, 469–483 (2003).

    Article  CAS  PubMed  Google Scholar 

  147. Hsu, Y. & Serpell, J. A. Development and validation of a questionnaire for measuring behavior and temperament traits in pet dogs. J. Am. Vet. Med. Assoc. 223, 1293–1300 (2003).

    Article  PubMed  Google Scholar 

  148. Zapata, I., Serpell, J. A. & Alvarez, C. E. Genetic mapping of canine fear and aggression. BMC Genomics 17, 572 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  149. Saetre, P. et al. The genetic contribution to canine personality. Genes Brain Behav. 5, 240–248 (2006).

    Article  CAS  PubMed  Google Scholar 

  150. Schutt, T., Toft, N. & Berendt, M. Cognitive function, progression of age-related behavioral changes, biomarkers, and survival in dogs more than 8 years old. J. Vet. Intern. Med. 29, 1569–1577 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  151. Fast, R., Schutt, T., Toft, N., Moller, A. & Berendt, M. An observational study with long-term follow-up of canine cognitive dysfunction: clinical characteristics, survival, and risk factors. J. Vet. Intern. Med. 27, 822–829 (2013).

    Article  CAS  PubMed  Google Scholar 

  152. Rofina, J. E. et al. Cognitive disturbances in old dogs suffering from the canine counterpart of Alzheimer's disease. Brain Res. 1069, 216–226 (2006).

    Article  CAS  PubMed  Google Scholar 

  153. Borghys, H. et al. Young to middle-aged dogs with high amyloid-beta levels in cerebrospinal fluid are impaired on learning in standard cognition tests. J. Alzheimers Dis. 56, 763–774 (2016).

    Article  CAS  Google Scholar 

  154. Schutt, T. et al. Dogs with cognitive dysfunction as a spontaneous model for early alzheimer's disease: a translational study of neuropathological and inflammatory markers. J. Alzheimers Dis. 52, 433–449 (2016).

    Article  CAS  PubMed  Google Scholar 

  155. Bosch, M. N., Gimeno-Bayon, J., Rodriguez, M. J., Pugliese, M. & Mahy, N. Rapid improvement of canine cognitive dysfunction with immunotherapy designed for Alzheimer's disease. Curr. Alzheimer Res. 10, 482–493 (2013).

    Article  CAS  PubMed  Google Scholar 

  156. Neff, M. W. & Rine, J. A fetching model organism. Cell 124, 229–231 (2006).

    Article  CAS  PubMed  Google Scholar 

  157. Spady, T. C. & Ostrander, E. A. Canine behavioral genetics: pointing out the phenotypes and herding up the genes. Am. J. Hum. Genet. 82, 10–18 (2008).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  158. American Kennel Club. Sporting Group. American Kennel Club http://www.akc.org/dog-breeds/groups/sporting/ (2017).

  159. Chase, K., Jones, P., Martin, A., Ostrander, E. A. & Lark, K. G. Genetic mapping of fixed phenotypes: disease frequency as a breed characteristic. J. Hered. 100 (Suppl. 1), 37–41 (2009).

    Article  CAS  Google Scholar 

  160. Akkad, D. A., Gerding, W. M., Gasser, R. B. & Epplen, J. T. Homozygosity mapping and sequencing identify two genes that might contribute to pointing behavior in hunting dogs. Canine Genet. Epidemiol. 2, 5 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

  161. vonHoldt, B. M. et al. Structural variants in genes associated with human Williams-Beuren syndrome underlie stereotypical hypersociability in domestic dogs. Sci. Adv. 3, e1700398 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  162. Slatkin, M. & Racimo, F. Ancient DNA and human history. Proc. Natl Acad. Sci. USA 113, 6380–6387 (2016).

    Article  CAS  PubMed  Google Scholar 

  163. Jinek, M. et al. A programmable dual-RNA-guided DNA endonuclease in adaptive bacterial immunity. Science 337, 816–821 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  164. Barrangou, R. Diversity of CRISPR-Cas immune systems and molecular machines. Genome Biol. 16, 247 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  165. Hendel, A. et al. Chemically modified guide RNAs enhance CRISPR-Cas genome editing in human primary cells. Nat. Biotechnol. 33, 985–989 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  166. Mali, P., Esvelt, K. M. & Church, G. M. Cas9 as a versatile tool for engineering biology. Nat. Methods 10, 957–963 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  167. Cong, L. et al. Multiplex genome engineering using CRISPR/Cas systems. Science 339, 819–823 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  168. Zou, Q. et al. Generation of gene-target dogs using CRISPR/Cas9 system. J. Mol. Cell. Biol. 7, 580–583 (2015).

    Article  PubMed  Google Scholar 

  169. Mosher, D. S. et al. A mutation in the myostatin gene increases muscle mass and enhances racing performance in heterozygote dogs. PLoS Genet. 3, e79 (2007).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  170. Karlsson, E. K. et al. Efficient mapping of mendelian traits in dogs through genome-wide association. Nat. Genet. 39, 1321–1328 (2007).

    Article  CAS  PubMed  Google Scholar 

  171. Whiteley, M. H., Bell, J. S. & Rothman, D. A. Novel allelic variants in the canine cyclooxgenase-2 (Cox-2) promoter are associated with renal dysplasia in dogs. PLoS ONE 6, e16684 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  172. Plassais, J. et al. A point mutation in a lincRNA upstream of GDNF is associated to a canine insensitivity to pain: a spontaneous model for human sensory neuropathies. PLoS Genet. 12, e1006482 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  173. Biesiadecki, B. J., Elder, B. D., Yu, Z. B. & Jin, J. P. Cardiac troponin T variants produced by aberrant splicing of multiple exons in animals with high instances of dilated cardiomyopathy. J. Biol. Chem. 277, 50275–50285 (2002).

    Article  CAS  PubMed  Google Scholar 

  174. Wang, G. D. et al. Genetic convergence in the adaptation of dogs and humans to the high-altitude environment of the tibetan plateau. Genome Biol. Evol. 6, 2122–2128 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

We gratefully acknowledge the many individuals who provided comments and edits for this paper. We thank Dayna Dreger, Heidi Parker and Andrew Hogan for providing figures and valuable suggestions. E.A.O. and B.W.D. are supported by the Intramural Program of the US National Human Genome Research Institute. B.W.D. also acknowledges support from Texas A&M University. R.K.W. acknowledges support from the US National Science Foundation grants DEB 1021397 and 1257716 and seminal insights from John Novembre, Kirk Lohmueller and Claire Marsden, all of which have greatly enhanced this perspective on canine evolution.

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Glossary

Population bottlenecks

Reduction in the size of a population due to any of a variety of factors (for example, natural disasters, disease or human intervention) that in turn reduces genetic variation in the population.

Haplotype

A group of variants or markers on a chromosome that are inherited together from one generation to the next. It can also refer to a pattern of variation observed across members of a population.

Linkage disequilibrium

(LD). Nonrandom association of alleles located at distinct loci; measured by determining if the frequency of two loci co-occurring is higher than expected by chance.

Selective sweep

A decrease in genomic variation surrounding a mutation due to positive selection for the mutation.

Genetic drift

Allele frequency changes in a population due to random mating of members of the population.

Effective population size

(Ne). The number of individuals that contribute equally to inherited genetic variation to the next generation within a given population.

Population subdivision

The relational structure of species with multiple subpopulations that exist either in total isolation or with minimal gene flow between them.

Admixture

The process by which isolated populations initiate previously non-existent gene flow.

Popular-sire effect

A reduction in genetic diversity in a population due to nonrandom and excess mating of a sire with desirable traits.

Genetic load

A reduction in the mean individual fitness of a population due to the presence of deleterious alleles or allelic combinations relative to a genotypically ideal population.

Non-synonymous

A change in DNA sequence that alters the encoded amino acid, thus altering the encoded protein.

Synonymous

A change in DNA sequence which, if it occurs in a coding region, does not alter the resultant amino acid.

Chondrodysplastic

A state of abnormal cartilaginous growth resulting in disproportionate dwarfism. In dogs, this affects only the limbs, with minimal other observed effects.

Identical-by-descent

A haplotype shared between individuals that is inherited from a recent common ancestor without intervening recombination.

Quantitative trait locus

(QTL). A defined region of DNA that correlates with variation in a phenotype. Quantitative traits, by comparison, are phenotypes that vary in degree or presentation due to the joint effects of multiple genes.

Penetrance

The proportion of individuals in a population who display a given phenotype in the presence of a specific genotype.

Introgression

Gene flow from one population or individual into the gene pool of another by repeated crosses between related individuals, resulting in individuals with genetic components from both initial populations.

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Ostrander, E., Wayne, R., Freedman, A. et al. Demographic history, selection and functional diversity of the canine genome. Nat Rev Genet 18, 705–720 (2017). https://doi.org/10.1038/nrg.2017.67

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