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Zapata I, Serpell JA, Alvarez CE. Genetic mapping of canine fear and aggression. BMC Genomics 2016; 17:572. [PMID: 27503363 PMCID: PMC4977763 DOI: 10.1186/s12864-016-2936-3] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 07/13/2016] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Fear/anxiety and anger/aggression greatly influence health, quality of life and social interactions. They are a huge burden to wellbeing, and personal and public economics. However, while much is known about the physiology and neuroanatomy of such emotions, little is known about their genetics - most importantly, why some individuals are more susceptible to pathology under stress. RESULTS We conducted genomewide association (GWA) mapping of breed stereotypes for many fear and aggression traits across several hundred dogs from diverse breeds. We confirmed those findings using GWA in a second cohort of partially overlapping breeds. Lastly, we used the validated loci to create a model that effectively predicted fear and aggression stereotypes in a third group of dog breeds that were not involved in the mapping studies. We found that i) known IGF1 and HMGA2 loci variants for small body size are associated with separation anxiety, touch-sensitivity, owner directed aggression and dog rivalry; and ii) two loci, between GNAT3 and CD36 on chr18, and near IGSF1 on chrX, are associated with several traits, including touch-sensitivity, non-social fear, and fear and aggression that are directed toward unfamiliar dogs and humans. All four genome loci are among the most highly evolutionarily-selected in dogs, and each of those was previously shown to be associated with morphological traits. We propose that the IGF1 and HMGA2 loci are candidates for identical variation being associated with both behavior and morphology. In contrast, we show that the GNAT3-CD36 locus has distinct variants for behavior and morphology. The chrX region is a special case due to its extensive linkage disequilibrium (LD). Our evidence strongly suggests that sociability (which we propose is associated with HS6ST2) and fear/aggression are two distinct GWA loci within this LD block on chrX, but there is almost perfect LD between the peaks for fear/aggression and animal size. CONCLUSIONS We have mapped many canine fear and aggression traits to single haplotypes at the GNAT3-CD36 and IGSF1 loci. CD36 is widely expressed, but areas of the amygdala and hypothalamus are among the brain regions with highest enrichment; and CD36-knockout mice are known to have significantly increased anxiety and aggression. Both of the other genes have very high tissue-specificity and are very abundantly expressed in brain regions that comprise the core anatomy of fear and aggression - the amygdala to hypothalamic-pituitary-adrenal (HPA) axis. We propose that reduced-fear variants at these loci may have been involved in the domestication process.
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Affiliation(s)
- Isain Zapata
- Center for Molecular and Human Genetics, The Research Institute at Nationwide Children’s Hospital, Columbus, OH 43205 USA
| | - James A. Serpell
- Center for the Interaction of Animals and Society, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104 USA
| | - Carlos E. Alvarez
- Center for Molecular and Human Genetics, The Research Institute at Nationwide Children’s Hospital, Columbus, OH 43205 USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH 43210 USA
- Department of Veterinary Clinical Sciences, The Ohio State University College of Veterinary Medicine, Columbus, OH 43210 USA
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52
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Jimenez AG. Physiological underpinnings in life-history trade-offs in man’s most popular selection experiment: the dog. J Comp Physiol B 2016; 186:813-27. [DOI: 10.1007/s00360-016-1002-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 05/05/2016] [Accepted: 05/17/2016] [Indexed: 10/21/2022]
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Chang YM, Hadox E, Szladovits B, Garden OA. Serum Biochemical Phenotypes in the Domestic Dog. PLoS One 2016; 11:e0149650. [PMID: 26919479 PMCID: PMC4769346 DOI: 10.1371/journal.pone.0149650] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 02/03/2016] [Indexed: 11/18/2022] Open
Abstract
The serum or plasma biochemical profile is essential in the diagnosis and monitoring of systemic disease in veterinary medicine, but current reference intervals typically take no account of breed-specific differences. Breed-specific hematological phenotypes have been documented in the domestic dog, but little has been published on serum biochemical phenotypes in this species. Serum biochemical profiles of dogs in which all measurements fell within the existing reference intervals were retrieved from a large veterinary database. Serum biochemical profiles from 3045 dogs were retrieved, of which 1495 had an accompanying normal glucose concentration. Sixty pure breeds plus a mixed breed control group were represented by at least 10 individuals. All analytes, except for sodium, chloride and glucose, showed variation with age. Total protein, globulin, potassium, chloride, creatinine, cholesterol, total bilirubin, ALT, CK, amylase, and lipase varied between sexes. Neutering status significantly impacted all analytes except albumin, sodium, calcium, urea, and glucose. Principal component analysis of serum biochemical data revealed 36 pure breeds with distinctive phenotypes. Furthermore, comparative analysis identified 23 breeds with significant differences from the mixed breed group in all biochemical analytes except urea and glucose. Eighteen breeds were identified by both principal component and comparative analysis. Tentative reference intervals were generated for breeds with a distinctive phenotype identified by comparative analysis and represented by at least 120 individuals. This is the first large-scale analysis of breed-specific serum biochemical phenotypes in the domestic dog and highlights potential genetic components of biochemical traits in this species.
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Affiliation(s)
- Yu-Mei Chang
- Research Office, The Royal Veterinary College, Camden Campus, Royal College Street, London, NW1 OTU, United Kingdom
| | - Erin Hadox
- Department of Clinical Science and Services, Regulatory T Cell Laboratory, The Royal Veterinary College, Camden Campus, Royal College Street, London, NW1 OTU, United Kingdom
| | - Balazs Szladovits
- Department of Pathology and Pathogen Biology, The Royal Veterinary College, Hawkshead Campus, North Mymms, Hatfield, Hertfordshire, AL9 7TA, United Kingdom
| | - Oliver A. Garden
- Department of Clinical Science and Services, Regulatory T Cell Laboratory, The Royal Veterinary College, Camden Campus, Royal College Street, London, NW1 OTU, United Kingdom
- * E-mail:
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Hekman JP, Johnson JL, Kukekova AV. Transcriptome Analysis in Domesticated Species: Challenges and Strategies. Bioinform Biol Insights 2016; 9:21-31. [PMID: 26917953 PMCID: PMC4756862 DOI: 10.4137/bbi.s29334] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 12/21/2015] [Accepted: 12/26/2015] [Indexed: 12/13/2022] Open
Abstract
Domesticated species occupy a special place in the human world due to their economic and cultural value. In the era of genomic research, domesticated species provide unique advantages for investigation of diseases and complex phenotypes. RNA sequencing, or RNA-seq, has recently emerged as a new approach for studying transcriptional activity of the whole genome, changing the focus from individual genes to gene networks. RNA-seq analysis in domesticated species may complement genome-wide association studies of complex traits with economic importance or direct relevance to biomedical research. However, RNA-seq studies are more challenging in domesticated species than in model organisms. These challenges are at least in part associated with the lack of quality genome assemblies for some domesticated species and the absence of genome assemblies for others. In this review, we discuss strategies for analyzing RNA-seq data, focusing particularly on questions and examples relevant to domesticated species.
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Affiliation(s)
- Jessica P. Hekman
- Department of Animal Sciences, College of ACES, University of Illinois at Urbana-Champaign, Urbana, USA
| | - Jennifer L. Johnson
- Department of Animal Sciences, College of ACES, University of Illinois at Urbana-Champaign, Urbana, USA
| | - Anna V. Kukekova
- Department of Animal Sciences, College of ACES, University of Illinois at Urbana-Champaign, Urbana, USA
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55
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Complex disease and phenotype mapping in the domestic dog. Nat Commun 2016; 7:10460. [PMID: 26795439 PMCID: PMC4735900 DOI: 10.1038/ncomms10460] [Citation(s) in RCA: 177] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Accepted: 12/11/2015] [Indexed: 12/17/2022] Open
Abstract
The domestic dog is becoming an increasingly valuable model species in medical genetics, showing particular promise to advance our understanding of cancer and orthopaedic disease. Here we undertake the largest canine genome-wide association study to date, with a panel of over 4,200 dogs genotyped at 180,000 markers, to accelerate mapping efforts. For complex diseases, we identify loci significantly associated with hip dysplasia, elbow dysplasia, idiopathic epilepsy, lymphoma, mast cell tumour and granulomatous colitis; for morphological traits, we report three novel quantitative trait loci that influence body size and one that influences fur length and shedding. Using simulation studies, we show that modestly larger sample sizes and denser marker sets will be sufficient to identify most moderate- to large-effect complex disease loci. This proposed design will enable efficient mapping of canine complex diseases, most of which have human homologues, using far fewer samples than required in human studies. The domestic dog is an important model organism for our understanding of cancer and other diseases. Here the authors conduct a genome-wide association study across multiple breeds and identify novel loci significantly associated with several complex diseases and morphological traits.
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56
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Webster MT, Kamgari N, Perloski M, Hoeppner MP, Axelsson E, Hedhammar Å, Pielberg G, Lindblad-Toh K. Linked genetic variants on chromosome 10 control ear morphology and body mass among dog breeds. BMC Genomics 2015; 16:474. [PMID: 26100605 PMCID: PMC4477608 DOI: 10.1186/s12864-015-1702-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 06/15/2015] [Indexed: 12/14/2022] Open
Abstract
Background The domestic dog is a rich resource for mapping the genetic components of phenotypic variation due to its unique population history involving strong artificial selection. Genome-wide association studies have revealed a number of chromosomal regions where genetic variation associates with morphological characters that typify dog breeds. A region on chromosome 10 is among those with the highest levels of genetic differentiation between dog breeds and is associated with body mass and ear morphology, a common motif of animal domestication. We characterised variation in this region to uncover haplotype structure and identify candidate functional variants. Results We first identified SNPs that strongly associate with body mass and ear type by comparing sequence variation in a 3 Mb region between 19 breeds with a variety of phenotypes. We next genotyped a subset of 123 candidate SNPs in 288 samples from 46 breeds to identify the variants most highly associated with phenotype and infer haplotype structure. A cluster of SNPs that associate strongly with the drop ear phenotype is located within a narrow interval downstream of the gene MSRB3, which is involved in human hearing. These SNPs are in strong genetic linkage with another set of variants that correlate with body mass within the gene HMGA2, which affects human height. In addition we find evidence that this region has been under selection during dog domestication, and identify a cluster of SNPs within MSRB3 that are highly differentiated between dogs and wolves. Conclusions We characterise genetically linked variants that potentially influence ear type and body mass in dog breeds, both key traits that have been modified by selective breeding that may also be important for domestication. The finding that variants on long haplotypes have effects on more than one trait suggests that genetic linkage can be an important determinant of the phenotypic response to selection in domestic animals. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1702-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Matthew T Webster
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.
| | - Nona Kamgari
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.
| | | | - Marc P Hoeppner
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden. .,Bioinformatics Infrastructure for Life Sciences, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.
| | - Erik Axelsson
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.
| | - Åke Hedhammar
- Department of Clinical Sciences, Swedish University of Agricultural Sciences, Uppsala, Sweden.
| | - Gerli Pielberg
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.
| | - Kerstin Lindblad-Toh
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden. .,Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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57
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Parker HG, Gilbert SF. From caveman companion to medical innovator: genomic insights into the origin and evolution of domestic dogs. ACTA ACUST UNITED AC 2015; 5:239-255. [PMID: 28490917 DOI: 10.2147/agg.s57678] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The phenotypic and behavioral diversity of the domestic dog has yet to be matched by any other mammalian species. In their current form, which comprises more than 350 populations known as breeds, there is a size range of two orders of magnitude and morphological features reminiscent of not only different species but also different phylogenetic families. The range of both appearance and behavior found in the dog is the product of millennia of human interference, and though humans created the diversity it remains a point of fascination to both lay and scientific communities. In this review we summarize the current understanding of the history of dog domestication based on molecular data. We will examine the ways that canine genetic and genomic studies have evolved and look at examples of dog genetics in the light of human disease.
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Affiliation(s)
- Heidi G Parker
- National Human Genome Research Institute, National Institutes of Health, Bethesda MD, 20892 USA
| | - Samuel F Gilbert
- National Human Genome Research Institute, National Institutes of Health, Bethesda MD, 20892 USA
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58
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Rincent R, Nicolas S, Bouchet S, Altmann T, Brunel D, Revilla P, Malvar RA, Moreno-Gonzalez J, Campo L, Melchinger AE, Schipprack W, Bauer E, Schoen CC, Meyer N, Ouzunova M, Dubreuil P, Giauffret C, Madur D, Combes V, Dumas F, Bauland C, Jamin P, Laborde J, Flament P, Moreau L, Charcosset A. Dent and Flint maize diversity panels reveal important genetic potential for increasing biomass production. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2014; 127:2313-31. [PMID: 25301321 DOI: 10.1007/s00122-014-2379-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Accepted: 08/15/2014] [Indexed: 05/18/2023]
Abstract
Genetic and phenotypic analysis of two complementary maize panels revealed an important variation for biomass yield. Flowering and biomass QTL were discovered by association mapping in both panels. The high whole plant biomass productivity of maize makes it a potential source of energy in animal feeding and biofuel production. The variability and the genetic determinism of traits related to biomass are poorly known. We analyzed two highly diverse panels of Dent and Flint lines representing complementary heterotic groups for Northern Europe. They were genotyped with the 50 k SNP-array and phenotyped as hybrids (crossed to a tester of the complementary pool) in a western European field trial network for traits related to flowering time, plant height, and biomass. The molecular information revealed to be a powerful tool for discovering different levels of structure and relatedness in both panels. This study revealed important variation and potential genetic progress for biomass production, even at constant precocity. Association mapping was run by combining genotypes and phenotypes in a mixed model with a random polygenic effect. This permitted the detection of significant associations, confirming height and flowering time quantitative trait loci (QTL) found in literature. Biomass yield QTL were detected in both panels but were unstable across the environments. Alternative kinship estimator only based on markers unlinked to the tested SNP increased the number of significant associations by around 40% with a satisfying control of the false positive rate. This study gave insights into the variability and the genetic architectures of biomass-related traits in Flint and Dent lines and suggests important potential of these two pools for breeding high biomass yielding hybrid varieties.
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Affiliation(s)
- R Rincent
- UMR de Génétique Végétale, INRA, Université Paris-Sud, CNRS, AgroParisTech, Ferme du Moulon, 91190, Gif-Sur-Yvette, France
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59
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Abstract
Although most modern dog breeds are less than 200 years old, the symbiosis between man and dog is ancient. Since prehistoric times, repeated selection events have transformed the wolf into man's guardians, laborers, athletes, and companions. The rapid transformation from pack predator to loyal companion is a feat that is arguably unique among domesticated animals. How this transformation came to pass remained a biological mystery until recently: Within the past decade, the deployment of genomic approaches to study population structure, detect signatures of selection, and identify genetic variants that underlie canine phenotypes is ushering into focus novel biological mechanisms that make dogs remarkable. Ironically, the very practices responsible for breed formation also spurned morbidity; today, many diseases are correlated with breed identity. In this review, we discuss man's best friend in the context of a genetic model to understand paradigms of heritable phenotypes, both desirable and disadvantageous.
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Affiliation(s)
- Jeffrey J Schoenebeck
- Cancer Genetics and Comparative Genomics Branch, National Human Genome Research Institute, Bethesda, Maryland 20892;
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60
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Alvarez CE. Naturally Occurring Cancers in Dogs: Insights for Translational Genetics and Medicine. ILAR J 2014; 55:16-45. [DOI: 10.1093/ilar/ilu010] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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van Rooy D, Arnott ER, Early JB, McGreevy P, Wade CM. Holding back the genes: limitations of research into canine behavioural genetics. Canine Genet Epidemiol 2014; 1:7. [PMID: 26401324 PMCID: PMC4579367 DOI: 10.1186/2052-6687-1-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 04/22/2014] [Indexed: 01/11/2023] Open
Abstract
Canine behaviours that are both desirable and undesirable to owners have a demonstrable genetic component. Some behaviours are breed-specific, such as the livestock guarding by maremmas and flank sucking seen in Dobermanns. While the identification of genes responsible for common canine diseases is rapidly advancing, those genes underlying behaviours remain elusive. The challenges of accurately defining and measuring behavioural phenotypes remain an obstacle, and the use of variable phenotyping methods has prevented meta-analysis of behavioural studies. International standardised testing protocols and terminology in canine behavioural evaluations should facilitate selection against behavioural disorders in the modern dog and optimise breeding success and performance in working dogs. This review examines the common hurdles faced by researchers of behavioural genetics and the current state of knowledge.
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Affiliation(s)
- Diane van Rooy
- Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006 Australia
| | - Elizabeth R Arnott
- Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006 Australia
| | - Jonathan B Early
- Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006 Australia
| | - Paul McGreevy
- Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006 Australia
| | - Claire M Wade
- Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006 Australia
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Rincent R, Moreau L, Monod H, Kuhn E, Melchinger AE, Malvar RA, Moreno-Gonzalez J, Nicolas S, Madur D, Combes V, Dumas F, Altmann T, Brunel D, Ouzunova M, Flament P, Dubreuil P, Charcosset A, Mary-Huard T. Recovering power in association mapping panels with variable levels of linkage disequilibrium. Genetics 2014; 197:375-87. [PMID: 24532779 PMCID: PMC4012494 DOI: 10.1534/genetics.113.159731] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2013] [Accepted: 02/09/2014] [Indexed: 11/18/2022] Open
Abstract
Association mapping has permitted the discovery of major QTL in many species. It can be applied to existing populations and, as a consequence, it is generally necessary to take into account structure and relatedness among individuals in the statistical model to control false positives. We analytically studied power in association studies by computing noncentrality parameter of the tests and its relationship with parameters characterizing diversity (genetic differentiation between groups and allele frequencies) and kinship between individuals. Investigation of three different maize diversity panels genotyped with the 50k SNPs array highlighted contrasted average power among panels and revealed gaps of power of classical mixed models in regions with high linkage disequilibrium (LD). These gaps could be related to the fact that markers are used for both testing association and estimating relatedness. We thus considered two alternative approaches to estimating the kinship matrix to recover power in regions of high LD. In the first one, we estimated the kinship with all the markers that are not located on the same chromosome than the tested SNP. In the second one, correlation between markers was taken into account to weight the contribution of each marker to the kinship. Simulations revealed that these two approaches were efficient to control false positives and were more powerful than classical models.
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Affiliation(s)
- Renaud Rincent
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
- Biogemma, Genetics and Genomics in Cereals, 63720 Chappes, France
- Kleinwanzlebener Saatzucht Saat AG, 37555 Einbeck, Germany
- Limagrain, site d’Ulice, BP173, 63204 Riom Cedex, France
| | - Laurence Moreau
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
| | - Hervé Monod
- Institut National de la Recherche Agronomique, Unité de Mathématique et Informatique Appliquées, 78352 Jouy-en-Josas, France
| | - Estelle Kuhn
- Institut National de la Recherche Agronomique, Unité de Mathématique et Informatique Appliquées, 78352 Jouy-en-Josas, France
| | - Albrecht E. Melchinger
- Institute of Plant Breeding, Seed Science, and Population Genetics, University of Hohenheim, 70599, Stuttgart, Germany
| | - Rosa A. Malvar
- Misión Biológica de Galicia, Spanish National Research Council, 36080 Pontevedra, Spain
| | | | - Stéphane Nicolas
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
| | - Delphine Madur
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
| | - Valérie Combes
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
| | - Fabrice Dumas
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
| | - Thomas Altmann
- Max-Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm and Leibniz-Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Gatersleben, Germany
| | - Dominique Brunel
- Institut National de la Recherche Agronomique, Etude du Polymorphisme des Génomes Végétaux, Commissariat à l'Energie Atomique Institut de Génomique, Centre National de Génotypage, 91057 Evry, France
| | | | - Pascal Flament
- Limagrain, site d’Ulice, BP173, 63204 Riom Cedex, France
| | - Pierre Dubreuil
- Biogemma, Genetics and Genomics in Cereals, 63720 Chappes, France
| | - Alain Charcosset
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
| | - Tristan Mary-Huard
- Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Agronomique, Université Paris-Sud, Centre National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France
- Institut National de la Recherche Agronomique/AgroParisTech, Unité Mixte de Recherche 518, 75231, Paris, France
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Kis A, Bence M, Lakatos G, Pergel E, Turcsán B, Pluijmakers J, Vas J, Elek Z, Brúder I, Földi L, Sasvári-Székely M, Miklósi Á, Rónai Z, Kubinyi E. Oxytocin receptor gene polymorphisms are associated with human directed social behavior in dogs (Canis familiaris). PLoS One 2014; 9:e83993. [PMID: 24454713 PMCID: PMC3893090 DOI: 10.1371/journal.pone.0083993] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Accepted: 11/11/2013] [Indexed: 01/01/2023] Open
Abstract
The oxytocin system has a crucial role in human sociality; several results prove that polymorphisms of the oxytocin receptor gene are related to complex social behaviors in humans. Dogs' parallel evolution with humans and their adaptation to the human environment has made them a useful species to model human social interactions. Previous research indicates that dogs are eligible models for behavioral genetic research, as well. Based on these previous findings, our research investigated associations between human directed social behaviors and two newly described (-212AG, 19131AG) and one known (rs8679684) single nucleotide polymorphisms (SNPs) in the regulatory regions (5' and 3' UTR) of the oxytocin receptor gene in German Shepherd (N = 104) and Border Collie (N = 103) dogs. Dogs' behavior traits have been estimated in a newly developed test series consisting of five episodes: Greeting by a stranger, Separation from the owner, Problem solving, Threatening approach, Hiding of the owner. Buccal samples were collected and DNA was isolated using standard protocols. SNPs in the 3' and 5' UTR regions were analyzed by polymerase chain reaction based techniques followed by subsequent electrophoresis analysis. The gene-behavior association analysis suggests that oxytocin receptor gene polymorphisms have an impact in both breeds on (i) proximity seeking towards an unfamiliar person, as well as their owner, and on (ii) how friendly dogs behave towards strangers, although the mediating molecular regulatory mechanisms are yet unknown. Based on these results, we conclude that similarly to humans, the social behavior of dogs towards humans is influenced by the oxytocin system.
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Affiliation(s)
- Anna Kis
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
- Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Hungarian Academy of Sciences, Budapest, Hungary
| | - Melinda Bence
- Comparative Ethology Research Group, MTA-ELTE, Budapest, Hungary
| | | | - Enikő Pergel
- Department of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Borbála Turcsán
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
- Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Hungarian Academy of Sciences, Budapest, Hungary
| | - Jolanda Pluijmakers
- Department of Ethology and Animal Welfare, Catholic University College Ghent, Brugge, Belgium
| | - Judit Vas
- Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, Ås, Norway
| | - Zsuzsanna Elek
- Department of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Ildikó Brúder
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
| | - Levente Földi
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
| | - Mária Sasvári-Székely
- Department of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Ádám Miklósi
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
- Comparative Ethology Research Group, MTA-ELTE, Budapest, Hungary
| | - Zsolt Rónai
- Department of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Enikő Kubinyi
- Comparative Ethology Research Group, MTA-ELTE, Budapest, Hungary
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Norén K, Angerbjörn A. Genetic perspectives on northern population cycles: bridging the gap between theory and empirical studies. Biol Rev Camb Philos Soc 2013; 89:493-510. [PMID: 24779519 DOI: 10.1111/brv.12070] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Revised: 09/30/2013] [Accepted: 10/01/2013] [Indexed: 01/13/2023]
Abstract
Many key species in northern ecosystems are characterised by high-amplitude cyclic population demography. In 1924, Charles Elton described the ecology and evolution of cyclic populations in a classic paper and, since then, a major focus has been the underlying causes of population cycles. Elton hypothesised that fluctuations reduced population genetic variation and influenced the direction of selection pressures. In concordance with Elton, present theories concern the direct consequences of population cycles for genetic structure due to the processes of genetic drift and selection, but also include feedback models of genetic composition on population dynamics. Most of these theories gained mathematical support during the 1970s and onwards, but due to methodological drawbacks, difficulties in long-term sampling and a complex interplay between microevolutionary processes, clear empirical data allowing the testing of these predictions are still scarce. Current genetic tools allow for estimates of genetic variation and identification of adaptive genomic regions, making this an ideal time to revisit this subject. Herein, we attempt to contribute towards a consensus regarding the enigma described by Elton almost 90 years ago. We present nine predictions covering the direct and genetic feedback consequences of population cycles on genetic variation and population structure, and review the empirical evidence. Generally, empirical support for the predictions was low and scattered, with obvious gaps in the understanding of basic population processes. We conclude that genetic variation in northern cyclic populations generally is high and that the geographic distribution and amount of diversity are usually suggested to be determined by various forms of context- and density-dependent dispersal exceeding the impact of genetic drift. Furthermore, we found few clear signatures of selection determining genetic composition in cyclic populations. Dispersal is assumed to have a strong impact on genetic structuring and we suggest that the signatures of other microevolutionary processes such as genetic drift and selection are weaker and have been over-shadowed by density-dependent dispersal. We emphasise that basic biological and demographical questions still need to be answered and stress the importance of extensive sampling, appropriate choice of tools and the value of standardised protocols.
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Affiliation(s)
- Karin Norén
- Department of Zoology, Stockholm University, 106 91, Stockholm, Sweden
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66
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Rimbault M, Beale HC, Schoenebeck JJ, Hoopes BC, Allen JJ, Kilroy-Glynn P, Wayne RK, Sutter NB, Ostrander EA. Derived variants at six genes explain nearly half of size reduction in dog breeds. Genome Res 2013; 23:1985-95. [PMID: 24026177 PMCID: PMC3847769 DOI: 10.1101/gr.157339.113] [Citation(s) in RCA: 104] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Selective breeding of dogs by humans has generated extraordinary diversity in body size. A number of multibreed analyses have been undertaken to identify the genetic basis of this diversity. We analyzed four loci discovered in a previous genome-wide association study that used 60,968 SNPs to identify size-associated genomic intervals, which were too large to assign causative roles to genes. First, we performed fine-mapping to define critical intervals that included the candidate genes GHR, HMGA2, SMAD2, and STC2, identifying five highly associated markers at the four loci. We hypothesize that three of the variants are likely to be causative. We then genotyped each marker, together with previously reported size-associated variants in the IGF1 and IGF1R genes, on a panel of 500 domestic dogs from 93 breeds, and identified the ancestral allele by genotyping the same markers on 30 wild canids. We observed that the derived alleles at all markers correlated with reduced body size, and smaller dogs are more likely to carry derived alleles at multiple markers. However, breeds are not generally fixed at all markers; multiple combinations of genotypes are found within most breeds. Finally, we show that 46%–52.5% of the variance in body size of dog breeds can be explained by seven markers in proximity to exceptional candidate genes. Among breeds with standard weights <41 kg (90 lb), the genotypes accounted for 64.3% of variance in weight. This work advances our understanding of mammalian growth by describing genetic contributions to canine size determination in non-giant dog breeds.
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Affiliation(s)
- Maud Rimbault
- Cancer Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
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67
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Tetens J, Widmann P, Kühn C, Thaller G. A genome-wide association study indicates LCORL/NCAPG as a candidate locus for withers height in German Warmblood horses. Anim Genet 2013; 44:467-71. [PMID: 23418885 DOI: 10.1111/age.12031] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/21/2013] [Indexed: 11/29/2022]
Abstract
A genome-wide association scan for loci affecting withers height was conducted in 782 German Warmblood stallions, which were genotyped using the Illumina EquineSNP50 Bead Chip. A principal components approach was applied to correct for population structure. The analysis revealed a single major QTL on ECA3 explaining ~18 per cent of the phenotypic variance, which is in concordance with recent reports from other horse populations. The LCORL/NCAPG locus represents a strong candidate gene for this QTL. This locus is among a small number that have consistently been identified to influence human height in several large meta-analyses. Furthermore, a mutation within the NCAPG gene was found to affect growth and body frame size in cattle. Together with the results of this study in German Warmbloods, these findings strongly indicate LCORL/NCAPG as a candidate locus for withers height in horses. Further studies are, however, needed to confirm this.
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Affiliation(s)
- J Tetens
- Institute of Animal Breeding and Husbandry, Christian-Albrechts-University Kiel, Hermann-Rodewald-Str. 6, D-24118 Kiel, Germany.
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68
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Petersen JL, Mickelson JR, Rendahl AK, Valberg SJ, Andersson LS, Axelsson J, Bailey E, Bannasch D, Binns MM, Borges AS, Brama P, da Câmara Machado A, Capomaccio S, Cappelli K, Cothran EG, Distl O, Fox-Clipsham L, Graves KT, Guérin G, Haase B, Hasegawa T, Hemmann K, Hill EW, Leeb T, Lindgren G, Lohi H, Lopes MS, McGivney BA, Mikko S, Orr N, Penedo MCT, Piercy RJ, Raekallio M, Rieder S, Røed KH, Swinburne J, Tozaki T, Vaudin M, Wade CM, McCue ME. Genome-wide analysis reveals selection for important traits in domestic horse breeds. PLoS Genet 2013; 9:e1003211. [PMID: 23349635 PMCID: PMC3547851 DOI: 10.1371/journal.pgen.1003211] [Citation(s) in RCA: 174] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2012] [Accepted: 11/15/2012] [Indexed: 02/04/2023] Open
Abstract
Intense selective pressures applied over short evolutionary time have resulted in homogeneity within, but substantial variation among, horse breeds. Utilizing this population structure, 744 individuals from 33 breeds, and a 54,000 SNP genotyping array, breed-specific targets of selection were identified using an F(ST)-based statistic calculated in 500-kb windows across the genome. A 5.5-Mb region of ECA18, in which the myostatin (MSTN) gene was centered, contained the highest signature of selection in both the Paint and Quarter Horse. Gene sequencing and histological analysis of gluteal muscle biopsies showed a promoter variant and intronic SNP of MSTN were each significantly associated with higher Type 2B and lower Type 1 muscle fiber proportions in the Quarter Horse, demonstrating a functional consequence of selection at this locus. Signatures of selection on ECA23 in all gaited breeds in the sample led to the identification of a shared, 186-kb haplotype including two doublesex related mab transcription factor genes (DMRT2 and 3). The recent identification of a DMRT3 mutation within this haplotype, which appears necessary for the ability to perform alternative gaits, provides further evidence for selection at this locus. Finally, putative loci for the determination of size were identified in the draft breeds and the Miniature horse on ECA11, as well as when signatures of selection surrounding candidate genes at other loci were examined. This work provides further evidence of the importance of MSTN in racing breeds, provides strong evidence for selection upon gait and size, and illustrates the potential for population-based techniques to find genomic regions driving important phenotypes in the modern horse.
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Affiliation(s)
- Jessica L Petersen
- College of Veterinary Medicine, University of Minnesota, St. Paul, Minnesota, USA.
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69
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Hoopes BC, Rimbault M, Liebers D, Ostrander EA, Sutter NB. The insulin-like growth factor 1 receptor (IGF1R) contributes to reduced size in dogs. Mamm Genome 2012; 23:780-90. [PMID: 22903739 PMCID: PMC3511640 DOI: 10.1007/s00335-012-9417-z] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2012] [Accepted: 07/02/2012] [Indexed: 01/25/2023]
Abstract
Domestic dog breeds have undergone intense selection for a variety of morphologic features, including size. Among small-dog breeds, defined as those averaging less than ~15 in. at the withers, there remains still considerable variation in body size. Yet essentially all such dogs are fixed for the same allele at the insulin-like growth factor 1 gene, which we and others previously found to be a size locus of large effect. In this study we sought to identify additional genes that contribute to tiny size in dogs using an association scan with the single nucleotide polymorphism (SNP) dataset CanMap, in which 915 purebred dogs were genotyped at 60,968 SNP markers. Our strongest association for tiny size (defined as breed-average height not more than 10 in. at the withers) was on canine chromosome 3 (p = 1.9 × 10(-70)). Fine mapping revealed a nonsynonymous SNP at chr3:44,706,389 that changes a highly conserved arginine at amino acid 204 to histidine in the insulin-like growth factor 1 receptor (IGF1R). This mutation is predicted to prevent formation of several hydrogen bonds within the cysteine-rich domain of the receptor's ligand-binding extracellular subunit. Nine of 13 tiny dog breeds carry the mutation and many dogs are homozygous for it. This work underscores the central importance of the IGF1 pathway in controlling the tremendous size diversity of dogs.
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Affiliation(s)
- Barbara C. Hoopes
- Department of Biology, Colgate University, 13 Oak Drive, Hamilton, NY 13346, USA
| | - Maud Rimbault
- National Human Genome Research Institute, Building 50, Room 5349, 50 South Drive MSC 8000, Bethesda, MD 20892, USA
| | - David Liebers
- National Human Genome Research Institute, Building 50, Room 5349, 50 South Drive MSC 8000, Bethesda, MD 20892, USA
| | - Elaine A. Ostrander
- National Human Genome Research Institute, Building 50, Room 5349, 50 South Drive MSC 8000, Bethesda, MD 20892, USA
| | - Nathan B. Sutter
- Department of Clinical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA. C3-179 Vet Medical Center, Cornell University, Ithaca, NY 14850, USA
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70
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vonHoldt BM, Pollinger JP, Earl DA, Parker HG, Ostrander EA, Wayne RK. Identification of recent hybridization between gray wolves and domesticated dogs by SNP genotyping. Mamm Genome 2012; 24:80-8. [PMID: 23064780 DOI: 10.1007/s00335-012-9432-0] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2012] [Accepted: 09/10/2012] [Indexed: 02/03/2023]
Abstract
The ability to detect recent hybridization between dogs and wolves is important for conservation and legal actions, which often require accurate and rapid resolution of ancestry. The availability of a genetic test for dog-wolf hybrids would greatly support federal and legal enforcement efforts, particularly when the individual in question lacks prior ancestry information. We have developed a panel of 100 unlinked ancestry-informative SNP markers that can detect mixed ancestry within up to four generations of dog-wolf hybridization based on simulations of seven genealogical classes constructed following the rules of Mendelian inheritance. We establish 95 % confidence regions around the spatial clustering of each genealogical class using a tertiary plot of allele dosage and heterozygosity. The first- and second-backcrossed-generation hybrids were the most distinct from parental populations, with >90 % correctly assigned to genealogical class. In this article we provide a tool kit with population-level statistical quantification that can detect recent dog-wolf hybridization using a panel of dog-wolf ancestry-informative SNPs with divergent allele frequency distributions.
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Affiliation(s)
- Bridgett M vonHoldt
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA 90095, USA.
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71
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Hall NJ, Wynne CDL. The canid genome: behavioral geneticists' best friend? GENES BRAIN AND BEHAVIOR 2012; 11:889-902. [DOI: 10.1111/j.1601-183x.2012.00851.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Revised: 06/12/2012] [Accepted: 09/04/2012] [Indexed: 12/27/2022]
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72
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Rimbault M, Ostrander EA. So many doggone traits: mapping genetics of multiple phenotypes in the domestic dog. Hum Mol Genet 2012; 21:R52-7. [PMID: 22878052 DOI: 10.1093/hmg/dds323] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The worldwide dog population is fragmented into >350 domestic breeds. Breeds share a common ancestor, the gray wolf. The intense artificial selection imposed by humans to develop breeds with particular behaviors and phenotypic traits has occurred primarily in the last 200-300 years. As a result, the number of genes controlling the major differences in body size, leg length, head shape, etc. that define each dog is small, and genetically tractable. This is in comparison to many human complex traits where small amounts of variance are controlled by literally hundreds of genes. We have been interested in disentangling the genetic mechanisms controlling breed-defining morphological traits in the domestic dog. The structure of the dog population, comprised large numbers of pure breeding populations, makes this task surprisingly doable. In this review, we summarize recent work on the genetics of body size, leg length and skull shape, while setting the stage for tackling other traits. It is our expectation that these results will contribute to a better understanding of mammalian developmental processes overall.
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Affiliation(s)
- Maud Rimbault
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA
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73
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Schoenebeck JJ, Hutchinson SA, Byers A, Beale HC, Carrington B, Faden DL, Rimbault M, Decker B, Kidd JM, Sood R, Boyko AR, Fondon JW, Wayne RK, Bustamante CD, Ciruna B, Ostrander EA. Variation of BMP3 contributes to dog breed skull diversity. PLoS Genet 2012; 8:e1002849. [PMID: 22876193 PMCID: PMC3410846 DOI: 10.1371/journal.pgen.1002849] [Citation(s) in RCA: 123] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2012] [Accepted: 06/06/2012] [Indexed: 12/21/2022] Open
Abstract
Since the beginnings of domestication, the craniofacial architecture of the domestic dog has morphed and radiated to human whims. By beginning to define the genetic underpinnings of breed skull shapes, we can elucidate mechanisms of morphological diversification while presenting a framework for understanding human cephalic disorders. Using intrabreed association mapping with museum specimen measurements, we show that skull shape is regulated by at least five quantitative trait loci (QTLs). Our detailed analysis using whole-genome sequencing uncovers a missense mutation in BMP3. Validation studies in zebrafish show that Bmp3 function in cranial development is ancient. Our study reveals the causal variant for a canine QTL contributing to a major morphologic trait. As a result of selective breeding practices, modern dogs display a multitude of head shapes. Breeds such as the Pug and Bulldog popularize one of these morphologies, termed “brachycephaly.” A short, upward-pointing snout, a massive and rounded head, and an underbite typify brachycephalic breeds. Here, we have coupled the phenotypes collected from museum skulls with the genotypes collected from dogs and identified five regions of the dog genome that are associated with canine brachycephaly. Fine mapping at one of these regions revealed a causal mutation in the gene BMP3. Bmp3's role in regulating cranial development is evolutionarily ancient, as zebrafish require its function to generate a normal craniofacial morphology. Our data begin to expose the genetic mechanisms unknowingly employed by breeders to create and diversify the cranial shape of dogs.
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Affiliation(s)
- Jeffrey J. Schoenebeck
- Cancer Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Sarah A. Hutchinson
- Program in Developmental and Stem Cell Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Alexandra Byers
- Cancer Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Holly C. Beale
- Cancer Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Blake Carrington
- Zebrafish Core, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Daniel L. Faden
- Cancer Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Maud Rimbault
- Cancer Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Brennan Decker
- Cancer Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Jeffrey M. Kidd
- Department of Genetics, Stanford School of Medicine, Stanford, California, United States of America
| | - Raman Sood
- Zebrafish Core, National Human Genome Research Institute, Bethesda, Maryland, United States of America
| | - Adam R. Boyko
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, New York, United States of America
| | - John W. Fondon
- Department of Biology, University of Texas at Arlington, Arlington, Texas, United States of America
| | - Robert K. Wayne
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Carlos D. Bustamante
- Department of Genetics, Stanford School of Medicine, Stanford, California, United States of America
| | - Brian Ciruna
- Program in Developmental and Stem Cell Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Elaine A. Ostrander
- Cancer Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland, United States of America
- * E-mail:
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74
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Makvandi-Nejad S, Hoffman GE, Allen JJ, Chu E, Gu E, Chandler AM, Loredo AI, Bellone RR, Mezey JG, Brooks SA, Sutter NB. Four loci explain 83% of size variation in the horse. PLoS One 2012; 7:e39929. [PMID: 22808074 PMCID: PMC3394777 DOI: 10.1371/journal.pone.0039929] [Citation(s) in RCA: 151] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2012] [Accepted: 05/29/2012] [Indexed: 01/09/2023] Open
Abstract
Horse body size varies greatly due to intense selection within each breed. American Miniatures are less than one meter tall at the withers while Shires and Percherons can exceed two meters. The genetic basis for this variation is not known. We hypothesize that the breed population structure of the horse should simplify efforts to identify genes controlling size. In support of this, here we show with genome-wide association scans (GWAS) that genetic variation at just four loci can explain the great majority of horse size variation. Unlike humans, which are naturally reproducing and possess many genetic variants with weak effects on size, we show that horses, like other domestic mammals, carry just a small number of size loci with alleles of large effect. Furthermore, three of our horse size loci contain the LCORL, HMGA2 and ZFAT genes that have previously been found to control human height. The LCORL/NCAPG locus is also implicated in cattle growth and HMGA2 is associated with dog size. Extreme size diversification is a hallmark of domestication. Our results in the horse, complemented by the prior work in cattle and dog, serve to pinpoint those very few genes that have played major roles in the rapid evolution of size during domestication.
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Affiliation(s)
- Shokouh Makvandi-Nejad
- Department of Clinical Sciences, Cornell University, Ithaca, New York, United States of America
| | - Gabriel E. Hoffman
- Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York, United States of America
| | - Jeremy J. Allen
- Department of Clinical Sciences, Cornell University, Ithaca, New York, United States of America
| | - Erin Chu
- Department of Clinical Sciences, Cornell University, Ithaca, New York, United States of America
| | - Esther Gu
- Department of Clinical Sciences, Cornell University, Ithaca, New York, United States of America
| | - Alyssa M. Chandler
- Department of Clinical Sciences, Cornell University, Ithaca, New York, United States of America
| | - Ariel I. Loredo
- Department of Clinical Sciences, Cornell University, Ithaca, New York, United States of America
- Biology Department, La Sierra University, Riverside, California, United States of America
| | - Rebecca R. Bellone
- Department of Biology, University of Tampa, Tampa, Florida, United States of America
| | - Jason G. Mezey
- Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York, United States of America
| | - Samantha A. Brooks
- Department of Animal Science, Cornell University, Ithaca, New York, United States of America
| | - Nathan B. Sutter
- Department of Clinical Sciences, Cornell University, Ithaca, New York, United States of America
- * E-mail:
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75
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Parker HG, Kilroy-Glynn P. Myxomatous mitral valve disease in dogs: does size matter? J Vet Cardiol 2012; 14:19-29. [PMID: 22356836 PMCID: PMC3307894 DOI: 10.1016/j.jvc.2012.01.006] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2011] [Revised: 01/13/2012] [Accepted: 01/22/2012] [Indexed: 12/31/2022]
Abstract
Myxomatous mitral valve disease (MMVD) is the most commonly diagnosed cardiovascular disease in the dog accounting for more than 70% of all cardiovascular disease in dogs. As are most canine diseases with genetic underpinnings, risk of MMVD is greatly increased in a subset of breeds. What is uncommon is that the vast majority of the breeds at elevated risk for MMVD are small or toy breeds with average adult weights under 9 kg. These breeds appear to have little in common other than their diminutive size. In the following review we propose a number of mechanisms by which relatively unrelated small breeds may have developed a predisposition for chronic valvular disorders. Although factors such as age are key in the expression of MMVD, taking a comprehensive look at the commonalities, as well as the differences, between the susceptible breeds may assist in finding the causal variants responsible for MMVD and translating them to improved treatments for both dogs and humans.
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Affiliation(s)
- Heidi G Parker
- Cancer Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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76
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Kijas JW, Lenstra JA, Hayes B, Boitard S, Porto Neto LR, San Cristobal M, Servin B, McCulloch R, Whan V, Gietzen K, Paiva S, Barendse W, Ciani E, Raadsma H, McEwan J, Dalrymple B. Genome-wide analysis of the world's sheep breeds reveals high levels of historic mixture and strong recent selection. PLoS Biol 2012; 10:e1001258. [PMID: 22346734 PMCID: PMC3274507 DOI: 10.1371/journal.pbio.1001258] [Citation(s) in RCA: 520] [Impact Index Per Article: 43.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2011] [Accepted: 12/28/2011] [Indexed: 12/19/2022] Open
Abstract
Genomic structure in a global collection of domesticated sheep reveals a history of artificial selection for horn loss and traits relating to pigmentation, reproduction, and body size. Through their domestication and subsequent selection, sheep have been adapted to thrive in a diverse range of environments. To characterise the genetic consequence of both domestication and selection, we genotyped 49,034 SNP in 2,819 animals from a diverse collection of 74 sheep breeds. We find the majority of sheep populations contain high SNP diversity and have retained an effective population size much higher than most cattle or dog breeds, suggesting domestication occurred from a broad genetic base. Extensive haplotype sharing and generally low divergence time between breeds reveal frequent genetic exchange has occurred during the development of modern breeds. A scan of the genome for selection signals revealed 31 regions containing genes for coat pigmentation, skeletal morphology, body size, growth, and reproduction. We demonstrate the strongest selection signal has occurred in response to breeding for the absence of horns. The high density map of genetic variability provides an in-depth view of the genetic history for this important livestock species. During the process of domestication, mankind recruited animals from the wild into a captive environment, changing their morphology, behaviour, and genetics. In the case of sheep, domestication and subsequent selection by their animal handlers over thousands of years has produced a spectrum of breeds specialised for the production of wool, milk, and meat. We sought to use this population history to search for the genes that directly underpin phenotypic variation. We collected DNA from 2,819 sheep, belonging to 74 breeds sampled from around the world, and assessed the genotype of each animal at nearly 50,000 locations across the genome. Our results show that sheep breeds have maintained high levels of genetic diversity, in contrast to other domestic animals such as dogs. We also show that particular regions of the genome contain strong evidence for accelerated change in response to artificial selection. The most prominent example was identified in response to breeding for the absence of horns, a trait now common across many modern breeds. Furthermore, we demonstrate that other genomic regions under selection in sheep contain genes controlling pigmentation, reproduction, and body size.
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77
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Evolutionary genomics of dog domestication. Mamm Genome 2012; 23:3-18. [DOI: 10.1007/s00335-011-9386-7] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2011] [Accepted: 11/29/2011] [Indexed: 01/07/2023]
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78
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Polymorphism in the tyrosine hydroxylase (TH) gene is associated with activity-impulsivity in German Shepherd Dogs. PLoS One 2012; 7:e30271. [PMID: 22272320 PMCID: PMC3260259 DOI: 10.1371/journal.pone.0030271] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2011] [Accepted: 12/17/2011] [Indexed: 12/11/2022] Open
Abstract
We investigated the association between repeat polymorphism in intron 4 of the tyrosine hydroxylase (TH) gene and two personality traits, activity-impulsivity and inattention, in German Shepherd Dogs. The behaviour of 104 dogs was characterized by two instruments: (1) the previously validated Dog-Attention Deficit Hyperactivity Disorder Rating Scale (Dog-ADHD RS) filled in by the dog owners and (2) the newly developed Activity-impulsivity Behavioural Scale (AIBS) containing four subtests, scored by the experimenters. Internal consistency, inter-observer reliability, test-retest reliability and convergent validity were demonstrated for AIBS. Dogs possessing at least one short allele were proved to be more active-impulsive by both instruments, compared to dogs carrying two copies of the long allele (activity-impulsivity scale of Dog-ADHD RS: p = 0.007; AIBS: p = 0.023). The results have some potential to support human studies; however, further research should reveal the molecular function of the TH gene variants, and look for the effect in more breeds.
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79
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Derrien T, Vaysse A, André C, Hitte C. Annotation of the domestic dog genome sequence: finding the missing genes. Mamm Genome 2011; 23:124-31. [PMID: 22076420 DOI: 10.1007/s00335-011-9372-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2011] [Accepted: 10/23/2011] [Indexed: 12/20/2022]
Abstract
There are over 350 genetically distinct breeds of domestic dog that present considerable variation in morphology, physiology, and disease susceptibility. The genome sequence of the domestic dog was assembled and released in 2005, providing an estimated 20,000 protein-coding genes that are a great asset to the scientific community that uses the dog system as a genetic biomedical model and for comparative and evolutionary studies. Although the canine gene set had been predicted using a combination of ab initio methods, homology studies, motif analysis, and similarity-based programs, it still requires a deep annotation of noncoding genes, alternative splicing, pseudogenes, regulatory regions, and gain and loss events. Such analyses could benefit from new sequencing technologies (RNA-Seq) to better exploit the advantages of the canine genetic system in tracking disease genes. Here, we review the catalog of canine protein-coding genes and the search for missing genes, and we propose rationales for an accurate identification of noncoding genes though next-generation sequencing.
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Affiliation(s)
- Thomas Derrien
- Institut de Génétique et Développement de Rennes, CNRS-UMR6061, Université de Rennes 1, 2 av Pr. Léon Bernard, 35043 Rennes, France
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80
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Identification of genomic regions associated with phenotypic variation between dog breeds using selection mapping. PLoS Genet 2011; 7:e1002316. [PMID: 22022279 PMCID: PMC3192833 DOI: 10.1371/journal.pgen.1002316] [Citation(s) in RCA: 273] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2011] [Accepted: 07/30/2011] [Indexed: 12/30/2022] Open
Abstract
The extraordinary phenotypic diversity of dog breeds has been sculpted by a unique population history accompanied by selection for novel and desirable traits. Here we perform a comprehensive analysis using multiple test statistics to identify regions under selection in 509 dogs from 46 diverse breeds using a newly developed high-density genotyping array consisting of >170,000 evenly spaced SNPs. We first identify 44 genomic regions exhibiting extreme differentiation across multiple breeds. Genetic variation in these regions correlates with variation in several phenotypic traits that vary between breeds, and we identify novel associations with both morphological and behavioral traits. We next scan the genome for signatures of selective sweeps in single breeds, characterized by long regions of reduced heterozygosity and fixation of extended haplotypes. These scans identify hundreds of regions, including 22 blocks of homozygosity longer than one megabase in certain breeds. Candidate selection loci are strongly enriched for developmental genes. We chose one highly differentiated region, associated with body size and ear morphology, and characterized it using high-throughput sequencing to provide a list of variants that may directly affect these traits. This study provides a catalogue of genomic regions showing extreme reduction in genetic variation or population differentiation in dogs, including many linked to phenotypic variation. The many blocks of reduced haplotype diversity observed across the genome in dog breeds are the result of both selection and genetic drift, but extended blocks of homozygosity on a megabase scale appear to be best explained by selection. Further elucidation of the variants under selection will help to uncover the genetic basis of complex traits and disease. There are hundreds of dog breeds that exhibit massive differences in appearance and behavior sculpted by tightly controlled selective breeding. This large-scale natural experiment has provided an ideal resource that geneticists can use to search for genetic variants that control these differences. With this goal, we developed a high-density array that surveys variable sites at more than 170,000 positions in the dog genome and used it to analyze genetic variation in 46 breeds. We identify 44 chromosomal regions that are extremely variable between breeds and are likely to control many of the traits that vary between them, including curly tails and sociality. Many other regions also bear the signature of strong artificial selection. We characterize one such region, known to associate with body size and ear type, in detail using “next-generation” sequencing technology to identify candidate mutations that may control these traits. Our results suggest that artificial selection has targeted genes involved in development and metabolism and that it may have increased the incidence of disease in dog breeds. Knowledge of these regions will be of great importance for uncovering the genetic basis of variation between dog breeds and for finding mutations that cause disease.
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81
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Chase K, Lawler DF, McGill LD, Miller S, Nielsen M, Lark KG. Age relationships of postmortem observations in Portuguese Water Dogs. AGE (DORDRECHT, NETHERLANDS) 2011; 33:461-473. [PMID: 20845083 PMCID: PMC3168605 DOI: 10.1007/s11357-010-9181-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2010] [Accepted: 08/25/2010] [Indexed: 05/29/2023]
Abstract
A dog model has been used to evaluate histological changes arising from senescence. Autopsies of 145 Portuguese Water Dogs have been used to evaluate the individual and group "state of health" at time of death. For each dog, weights or dimensions of organs or tissues were obtained, together with histological evaluation of tissues. Twenty-three morphological metrics correlated significantly to age at death. Many of these involved muscles; others were associated with derivatives of embryonic foregut. The latter included lengths of the small intestine and trachea as well as weights of the stomach and some lung lobes. Nearly all of the dogs examined had histological changes in multiple tissues, ranging from two to 12 per dog. Associations among pathologies included inflammatory bowel disease with osteoporosis and dental calculus/periodontitis with atherosclerosis and amyloidosis. In addition, two clusters of histological changes were correlated to aging: hyperplasia, frequency of adenomas, and hemosiderosis constituted one group; inflammation, plasmacytic and lymphocytic infiltration, fibrosis, and atrophy, another. Heritability analysis indicated that many of the changes in tissue/organ morphology or histology could be heritable and possibly associated with IGF1, but more autopsies will be required to substantiate these genetic relationships.
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Affiliation(s)
- Kevin Chase
- Department of Biology, University of Utah, 257 South 1400 E., Room 201, Salt Lake City, UT 84112 USA
| | | | - Lawrence D. McGill
- Animal Reference Pathology Division, ARUP, 500 Chipeta Way, Salt Lake City, UT 84108 USA
| | - Shawn Miller
- Department of Biology, University of Utah, 257 South 1400 E., Room 201, Salt Lake City, UT 84112 USA
| | - Mark Nielsen
- Department of Biology, University of Utah, 257 South 1400 E., Room 201, Salt Lake City, UT 84112 USA
| | - Karl G. Lark
- Department of Biology, University of Utah, 257 South 1400 E., Room 201, Salt Lake City, UT 84112 USA
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82
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Lequarré AS, Andersson L, André C, Fredholm M, Hitte C, Leeb T, Lohi H, Lindblad-Toh K, Georges M. LUPA: a European initiative taking advantage of the canine genome architecture for unravelling complex disorders in both human and dogs. Vet J 2011; 189:155-9. [PMID: 21752675 DOI: 10.1016/j.tvjl.2011.06.013] [Citation(s) in RCA: 88] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The domestic dog offers a unique opportunity to explore the genetic basis of disease, morphology and behaviour. Humans share many diseases with our canine companions, making dogs an ideal model organism for comparative disease genetics. Using newly developed resources, genome-wide association studies in dog breeds are proving to be exceptionally powerful. Towards this aim, veterinarians and geneticists from 12 European countries are collaborating to collect and analyse the DNA from large cohorts of dogs suffering from a range of carefully defined diseases of relevance to human health. This project, named LUPA, has already delivered considerable results. The consortium has collaborated to develop a new high density single nucleotide polymorphism (SNP) array. Mutations for four monogenic diseases have been identified and the information has been utilised to find mutations in human patients. Several complex diseases have been mapped and fine mapping is underway. These findings should ultimately lead to a better understanding of the molecular mechanisms underlying complex diseases in both humans and their best friend.
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Affiliation(s)
- Anne-Sophie Lequarré
- Unit of Animal Genomics, GIGA-R and Faculty of Veterinary Medicine, University of Liège, Avenue de l'Hôpital 1, 4000 Liège, Belgium.
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83
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Functional characterisation of the bovine neuropeptide Y gene promoter and evaluation of the transcriptional activities of promoter haplotypes. Mol Biol Rep 2011; 39:919-28. [PMID: 21562764 DOI: 10.1007/s11033-011-0817-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2011] [Accepted: 05/03/2011] [Indexed: 12/11/2022]
Abstract
Neuropeptide Y (NPY) is a potent orexigenic agent. The molecular mechanisms underlying the regulation of bovine NPY gene expression by its promoter region is currently unknown. The objectives of this research were to: (i) identify the SNPs in the promoter region of the bovine NPY gene, (ii) investigate the effects of these SNPs by measuring promoter transcriptional activities of different bovine NPY promoter haplotypes and; (iii) identify the minimal promoter region (MPR) required for basal activity of the NPY gene in vitro. Seventeen SNPs were identified in the promoter region. Of these, 14 affected putative transcription factors binding motifs including a TATA binding protein factor at -20, GC-Box factors SP1 at -170 and GATA binding motifs at -120 and -347. The SNPs were assigned to five major haplotypes (BtNPY_H1-5), of which BtNPY_H5 had maximum transcriptional activity. The region extending to -134 nt was identified as the MPR. This MPR was confirmed by the identification of a putative TATA box (-29 nt) and two SP1/GC binding sites (-94 and -118 nt), within this region. However, promoter expression was significantly enhanced when the construct contained the -614 to -1019 nt region. In conclusion, a number of SNPs characterised in the bovine NPY promoter especially those affecting the transcription factor binding sites, enhancer and repressor regions have the potential to affect NPY gene expression. Natural variation exists in the promoter region of the bovine NPY gene, which should be further explored for selection of energetic efficiency in cattle.
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84
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Abstract
The domestic dog offers a unique opportunity to explore the genetic basis of disease, morphology and behaviour. We share many diseases with our canine companions, including cancer, diabetes and epilepsy, making the dog an ideal model organism for comparative disease genetics. Using newly developed resources, whole-genome association in dog breeds is proving to be exceptionally powerful. Here, we review the different trait-mapping strategies, some key biological findings emerging from recent studies and the implications for human health. We also discuss the development of similar resources for other vertebrate organisms.
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85
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Statham MJ, Trut LN, Sacks BN, Kharlamova AV, Oskina IN, Gulevich RG, Johnson JL, Temnykh SV, Acland GM, Kukekova AV. On the origin of a domesticated species: Identifying the parent population of Russian silver foxes (Vulpes vulpes). Biol J Linn Soc Lond 2011; 103:168-175. [PMID: 21625363 DOI: 10.1111/j.1095-8312.2011.01629.x] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The foxes at Novosibirsk, Russia, are the only population of domesticated foxes in the world. These domesticated foxes originated from farm-bred silver foxes (Vulpes vulpes), whose genetic source is unknown. In this study we examined the origin of the domesticated strain of foxes and two other farm-bred fox populations (aggressive and unselected) maintained in Novosibirsk. To identify the phylogenetic origin of these populations we sequenced two regions of mtDNA, cytochrome b and D-loop, from 24 Novosibirsk foxes (8 foxes from each population) and compared them with corresponding sequences of native red foxes from Europe, Asia, Alaska and Western Canada, Eastern Canada, and the Western Mountains of the USA. We identified seven cytochrome b - D-loop haplotypes in Novosibirsk populations, four of which were previously observed in Eastern North America. The three remaining haplotypes differed by one or two base change from the most common haplotype in Eastern Canada. Φ(ST) analysis showed significant differentiation between Novosibirsk populations and red fox populations from all geographic regions except Eastern Canada. No haplotypes of Eurasian origin were identified in the Novosibirsk populations. These results are consistent with historical records indicating that the original breeding stock of farm-bred foxes originated from Prince Edward Island, Canada. Mitochondrial DNA data together with historical records indicate two stages in the selection of domesticated foxes: the first includes captive breeding for ~50 years with unconscious selection for behaviour; the second corresponds to over 50 further years of intensive selection for tame behaviour.
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Affiliation(s)
- Mark J Statham
- Canid Diversity and Conservation Laboratory, Center for Veterinary Genetics, University of California, Davis, CA 95616, USA
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86
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Sénéchal S, Kussmann M. Genetics Meets Proteomics: Correlating the Portuguese Water Dog Blood Serum Proteome with Genetic Markers. PROTEOMICS INSIGHTS 2011. [DOI: 10.4137/pri.s6470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Blood serum is a body fluid widely used for biomarker discovery and therefore numerous studies aim at defining its proteome. The serum proteome is subject to fluctuations resulting from biological variability (eg, diurnal variations) reflecting both healthy and/or disease-related conditions. Inter-individual differences originate partly at the genetic level and may influence clinical blood profile including the serum proteome. Therefore we investigated whether serum protein abundance is genetically determined: we report the study of a cohort of 146 Portuguese Water Dogs, a dog breed whose genetic background has been well characterized. We generated protein profiles of dog sera on 1D-gels and correlated them with microsatellite markers. We detected correlations between 7 gel bands and 11 genetic regions and developed a label-free protein quantification method to identify and quantify the proteins most accountable for serum proteome variation. An association between the abundance of RBP4 in dog serum and the adiponectin gene was detected.
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Affiliation(s)
- Sandra Sénéchal
- Nestlé Research Center, Functional Genomics, Lausanne, Switzerland
| | - Martin Kussmann
- Nestlé Research Center, Functional Genomics, Lausanne, Switzerland
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87
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Abstract
The domestic dog genome - shaped by domestication, adaptation to human-dominated environments and artificial selection - encodes tremendous phenotypic diversity. Recent developments have improved our understanding of the genetics underlying this diversity, unleashing the dog as an important model organism for complex-trait analysis.
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Affiliation(s)
- Adam R Boyko
- Department of Genetics, Stanford University, 300 Pasteur Drive, Stanford, CA 94305-5120, USA.
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88
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Shearman JR, Wilton AN. Origins of the domestic dog and the rich potential for gene mapping. GENETICS RESEARCH INTERNATIONAL 2011; 2011:579308. [PMID: 22567358 PMCID: PMC3335641 DOI: 10.4061/2011/579308] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/25/2010] [Revised: 09/30/2010] [Accepted: 11/05/2010] [Indexed: 12/17/2022]
Abstract
The unique breeding structure of the domestic dog makes canine genetics a useful tool to further the understanding of inherited diseases and gene function. Answers to the questions of when and where the dog was domesticated from the wolf are uncertain, but how the modern diversity of dog breeds was developed is documented. Breed development has resulted in many genetically isolated populations which are segregating for different alleles for disease and morphological and behavioral traits. Many genetic tools are available for dog research allowing investigation into the genetic basis of these phenotypes. Research into causes of diseases in dogs is relevant to humans and other species; comparative genomics is being used to transfer genetic information to them, including some studies on morphological and behavioral phenotypes. Because of the unique breed structure and well-maintained pedigrees, dogs represent a model organism containing a wealth of genetic information.
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Affiliation(s)
- Jeremy R Shearman
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2052, Australia
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89
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Parker HG, Shearin AL, Ostrander EA. Man's best friend becomes biology's best in show: genome analyses in the domestic dog. Annu Rev Genet 2011; 44:309-36. [PMID: 21047261 DOI: 10.1146/annurev-genet-102808-115200] [Citation(s) in RCA: 131] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
In the last five years, canine genetics has gone from map construction to complex disease deconstruction. The availability of a draft canine genome sequence, dense marker chips, and an understanding of the genome architecture has changed the types of studies canine geneticists can undertake. There is now a clear recognition that the dog system offers the opportunity to understand the genetics of both simple and complex traits, including those associated with morphology, disease susceptibility, and behavior. In this review, we summarize recent findings regarding canine domestication and review new information on the organization of the canine genome. We discuss studies aimed at finding genes controlling morphological phenotypes and provide examples of the way such paradigms may be applied to studies of behavior. We also discuss the many ways in which the dog has illuminated our understanding of human disease and conclude with a discussion on where the field is likely headed in the next five years.
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Affiliation(s)
- Heidi G Parker
- Cancer Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
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90
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Hill WG, Kirkpatrick M. What Animal Breeding Has Taught Us about Evolution. ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS 2010. [DOI: 10.1146/annurev-ecolsys-102209-144728] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- William G. Hill
- Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, Edinburgh EH9 3JT, United Kingdom;
| | - Mark Kirkpatrick
- Section of Integrative Biology, University of Texas, Austin, Texas 78712;
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91
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Boyko AR, Quignon P, Li L, Schoenebeck JJ, Degenhardt JD, Lohmueller KE, Zhao K, Brisbin A, Parker HG, vonHoldt BM, Cargill M, Auton A, Reynolds A, Elkahloun AG, Castelhano M, Mosher DS, Sutter NB, Johnson GS, Novembre J, Hubisz MJ, Siepel A, Wayne RK, Bustamante CD, Ostrander EA. A simple genetic architecture underlies morphological variation in dogs. PLoS Biol 2010; 8:e1000451. [PMID: 20711490 PMCID: PMC2919785 DOI: 10.1371/journal.pbio.1000451] [Citation(s) in RCA: 337] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2010] [Accepted: 07/02/2010] [Indexed: 02/08/2023] Open
Abstract
The largest genetic study to date of morphology in domestic dogs identifies genes
controlling nearly 100 morphological traits and identifies important trends in
phenotypic variation within this species. Domestic dogs exhibit tremendous phenotypic diversity, including a greater
variation in body size than any other terrestrial mammal. Here, we generate a
high density map of canine genetic variation by genotyping 915 dogs from 80
domestic dog breeds, 83 wild canids, and 10 outbred African shelter dogs across
60,968 single-nucleotide polymorphisms (SNPs). Coupling this genomic resource
with external measurements from breed standards and individuals as well as
skeletal measurements from museum specimens, we identify 51 regions of the dog
genome associated with phenotypic variation among breeds in 57 traits. The
complex traits include average breed body size and external body dimensions and
cranial, dental, and long bone shape and size with and without allometric
scaling. In contrast to the results from association mapping of quantitative
traits in humans and domesticated plants, we find that across dog breeds, a
small number of quantitative trait loci (≤3) explain the majority of
phenotypic variation for most of the traits we studied. In addition, many
genomic regions show signatures of recent selection, with most of the highly
differentiated regions being associated with breed-defining traits such as body
size, coat characteristics, and ear floppiness. Our results demonstrate the
efficacy of mapping multiple traits in the domestic dog using a database of
genotyped individuals and highlight the important role human-directed selection
has played in altering the genetic architecture of key traits in this important
species. Dogs offer a unique system for the study of genes controlling morphology. DNA
from 915 dogs from 80 domestic breeds, as well as a set of feral dogs, was
tested at over 60,000 points of variation and the dataset analyzed using novel
methods to find loci regulating body size, head shape, leg length, ear position,
and a host of other traits. Because each dog breed has undergone strong
selection by breeders to have a particular appearance, there is a strong
footprint of selection in regions of the genome that are important for
controlling traits that define each breed. These analyses identified new regions
of the genome, or loci, that are important in controlling body size and shape.
Our results, which feature the largest number of domestic dogs studied at such a
high level of genetic detail, demonstrate the power of the dog as a model for
finding genes that control the body plan of mammals. Further, we show that the
remarkable diversity of form in the dog, in contrast to some other species
studied to date, appears to have a simple genetic basis dominated by genes of
major effect.
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Affiliation(s)
- Adam R. Boyko
- Department of Genetics, Stanford School of Medicine, Stanford,
California, United States of America
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Pascale Quignon
- Cancer Genetic Branch, National Human Genome Research Institute, National
Institutes of Health, Bethesda, Maryland, United States of America
| | - Lin Li
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Jeffrey J. Schoenebeck
- Cancer Genetic Branch, National Human Genome Research Institute, National
Institutes of Health, Bethesda, Maryland, United States of America
| | - Jeremiah D. Degenhardt
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Kirk E. Lohmueller
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Keyan Zhao
- Department of Genetics, Stanford School of Medicine, Stanford,
California, United States of America
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Abra Brisbin
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Heidi G. Parker
- Cancer Genetic Branch, National Human Genome Research Institute, National
Institutes of Health, Bethesda, Maryland, United States of America
| | - Bridgett M. vonHoldt
- Department of Ecology and Environmental Biology, University of
California, Los Angeles, California, United States of America
| | - Michele Cargill
- Affymetrix Corporation, Santa Clara, California, United States of
America
| | - Adam Auton
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Andy Reynolds
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Abdel G. Elkahloun
- Cancer Genetic Branch, National Human Genome Research Institute, National
Institutes of Health, Bethesda, Maryland, United States of America
| | - Marta Castelhano
- Department of Clinical Sciences, College of Veterinary Medicine, Cornell
University, Ithaca, New York, United States of America
| | - Dana S. Mosher
- Cancer Genetic Branch, National Human Genome Research Institute, National
Institutes of Health, Bethesda, Maryland, United States of America
| | - Nathan B. Sutter
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
- Department of Clinical Sciences, College of Veterinary Medicine, Cornell
University, Ithaca, New York, United States of America
| | - Gary S. Johnson
- Department of Veterinary Pathobiology, University of Missouri, Columbia,
Missouri, United States of America
| | - John Novembre
- Department of Ecology and Environmental Biology, University of
California, Los Angeles, California, United States of America
| | - Melissa J. Hubisz
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Adam Siepel
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
| | - Robert K. Wayne
- Department of Ecology and Environmental Biology, University of
California, Los Angeles, California, United States of America
| | - Carlos D. Bustamante
- Department of Genetics, Stanford School of Medicine, Stanford,
California, United States of America
- Department of Biological Statistics and Computational Biology, Cornell
University, Ithaca, New York, United States of America
- * E-mail: (CDB); (EAO)
| | - Elaine A. Ostrander
- Cancer Genetic Branch, National Human Genome Research Institute, National
Institutes of Health, Bethesda, Maryland, United States of America
- * E-mail: (CDB); (EAO)
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92
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Roberts AF, Gumienny TL, Gleason RJ, Wang H, Padgett RW. Regulation of genes affecting body size and innate immunity by the DBL-1/BMP-like pathway in Caenorhabditis elegans. BMC DEVELOPMENTAL BIOLOGY 2010; 10:61. [PMID: 20529267 PMCID: PMC2894779 DOI: 10.1186/1471-213x-10-61] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2009] [Accepted: 06/07/2010] [Indexed: 11/10/2022]
Abstract
BACKGROUND Bone morphogenetic proteins (BMPs) are members of the conserved transforming growth factor beta (TGFbeta superfamily, and play many developmental and homeostatic roles. In C. elegans, a BMP-like pathway, the DBL-1 pathway, controls body size and is involved in innate immunity. How these functions are carried out, though, and what most of the downstream targets of this pathway are, remain unknown. RESULTS We performed a microarray analysis and compared expression profiles of animals lacking the SMA-6 DBL-1 receptor, which decreases pathway signaling, with animals that overexpress DBL-1 ligand, which increases pathway signaling. Consistent with a role for DBL-1 in control of body size, we find positive regulation by DBL-1 of genes involved in physical structure, protein synthesis and degradation, and metabolism. However, cell cycle genes were mostly absent from our results. We also identified genes in a hedgehog-related pathway, which may comprise a secondary signaling pathway downstream of DBL-1 that controls body size. In addition, DBL-1 signaling up-regulates pro-innate immunity genes. We identified a reporter for DBL-1 signaling, which is normally repressed but is up-regulated when DBL-1 signaling is reduced. CONCLUSIONS Our results indicate that body size in C. elegans is controlled in part by regulation of metabolic processes as well as protein synthesis and degradation. This supports the growing body of evidence that suggests cell size is linked to metabolism. Furthermore, this study discovered a possible role for hedgehog-related pathways in transmitting the BMP-like signal from the hypodermis, where the core DBL-1 pathway components are required, to other tissues in the animal. We also identified the up-regulation of genes involved in innate immunity, clarifying the role of DBL-1 in innate immunity. One of the highly regulated genes is expressed at very low levels in wild-type animals, but is strongly up-regulated in Sma/Mab mutants, making it a useful reporter for DBL-1/BMP-like signaling in C. elegans.
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Affiliation(s)
- Andrew F Roberts
- Waksman Institute, Department of Molecular Biology and Biochemistry, Cancer Institute of New Jersey, Rutgers University, Piscataway, NJ 08854-8020, USA
- Current Address: International Life Sciences Institute (ILSI) Research Foundation, Washington D.C. 20005, USA
| | - Tina L Gumienny
- Waksman Institute, Department of Molecular Biology and Biochemistry, Cancer Institute of New Jersey, Rutgers University, Piscataway, NJ 08854-8020, USA
- Current Address: Department of Molecular and Cellular Medicine, Texas A&M Health Science Center, College Station, TX 77843-1114, USA
| | - Ryan J Gleason
- Waksman Institute, Department of Molecular Biology and Biochemistry, Cancer Institute of New Jersey, Rutgers University, Piscataway, NJ 08854-8020, USA
| | - Huang Wang
- Waksman Institute, Department of Molecular Biology and Biochemistry, Cancer Institute of New Jersey, Rutgers University, Piscataway, NJ 08854-8020, USA
| | - Richard W Padgett
- Waksman Institute, Department of Molecular Biology and Biochemistry, Cancer Institute of New Jersey, Rutgers University, Piscataway, NJ 08854-8020, USA
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93
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Voith VL, Ingram E, Mitsouras K, Irizarry K. Comparison of adoption agency breed identification and DNA breed identification of dogs. J APPL ANIM WELF SCI 2010; 12:253-62. [PMID: 20183478 DOI: 10.1080/10888700902956151] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Governmental and other agencies may require dog caregivers (owners) to provide breed identification of their dogs. This study compares breed identification by adoption agencies with identification by DNA analysis in 20 dogs of unknown parentage. Of the 20 dogs who had been adopted from 17 different locations, the study identified 16 dogs as having (or probably having) 1 or 2 specific breed(s) in their ancestry. DNA analysis of these dogs indicated that 25% (4/16) did in fact contain genetic evidence of an adoption agency's identified breed as one of the predominant breeds in a dog's ancestry. DNA analysis did not detect all specified breeds in 14 of these dogs. That is, 87.5% of the dogs identified by an adoption agency as having specific breeds in their ancestry did not have all of those breeds detected by DNA analysis. The discrepancies between opinions of adoption agencies and identification by DNA analysis suggest that it would be worthwhile to reevaluate the reliability of breed identification as well as the justification of current public and private policies pertaining to specific dog breeds.
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Affiliation(s)
- Victoria L Voith
- Western University of Health Sciences, Pomona, CA 91766-1854, USA.
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94
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Welfare concerns associated with pedigree dog breeding in the UK. Anim Welf 2010. [DOI: 10.1017/s0962728600002335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
AbstractIn the UK, numerous pedigree dogs of many breeds experience compromised welfare due to the direct and indirect effects of selective breeding. Many breeds are selected to have physical conformations which, although perceived by some to be desirable, have direct negative effects upon their welfare. Dogs are regularly bred whose heads are too large and pelvises too small to birth naturally or whose faces are so flat that they are unable to breathe or exercise normally. There are also many indirect effects of selective breeding for appearance, including significantly elevated prevalence of specific diseases within particular breeds. Current breeding practices can therefore result in unnecessary suffering due to pain, disability, disease and behavioural problems. In this paper, we summarise and review the current scientific evidence for such suffering, and difficulties associated with assessing the impact of current breeding practices. Limited record-keeping, lack of transparency in the breeding and showing world, and the absence of sufficient research, mean that the full extent of the problem is difficult to assess. Furthermore, the collection of data is currently unsystematic, and although there are specific case studies of individual breeds and particular disorders, relatively few have been conducted in the UK. Individual breeds each suffer from their own array of problems, so each breed's survival and improvement (in terms of health and welfare) is likely to require a different specific course of action. With 209 breeds currently registered in the UK, this makes the situation complex. We collate and present a range of suggestions which may help to improve pedigree dog welfare significantly, and prioritise these based on expert opinion.
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95
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Bannasch D, Young A, Myers J, Truvé K, Dickinson P, Gregg J, Davis R, Bongcam-Rudloff E, Webster MT, Lindblad-Toh K, Pedersen N. Localization of canine brachycephaly using an across breed mapping approach. PLoS One 2010; 5:e9632. [PMID: 20224736 PMCID: PMC2835769 DOI: 10.1371/journal.pone.0009632] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2010] [Accepted: 02/19/2010] [Indexed: 12/23/2022] Open
Abstract
The domestic dog, Canis familiaris, exhibits profound phenotypic diversity and is an ideal model organism for the genetic dissection of simple and complex traits. However, some of the most interesting phenotypes are fixed in particular breeds and are therefore less tractable to genetic analysis using classical segregation-based mapping approaches. We implemented an across breed mapping approach using a moderately dense SNP array, a low number of animals and breeds carefully selected for the phenotypes of interest to identify genetic variants responsible for breed-defining characteristics. Using a modest number of affected (10–30) and control (20–60) samples from multiple breeds, the correct chromosomal assignment was identified in a proof of concept experiment using three previously defined loci; hyperuricosuria, white spotting and chondrodysplasia. Genome-wide association was performed in a similar manner for one of the most striking morphological traits in dogs: brachycephalic head type. Although candidate gene approaches based on comparable phenotypes in mice and humans have been utilized for this trait, the causative gene has remained elusive using this method. Samples from nine affected breeds and thirteen control breeds identified strong genome-wide associations for brachycephalic head type on Cfa 1. Two independent datasets identified the same genomic region. Levels of relative heterozygosity in the associated region indicate that it has been subjected to a selective sweep, consistent with it being a breed defining morphological characteristic. Genotyping additional dogs in the region confirmed the association. To date, the genetic structure of dog breeds has primarily been exploited for genome wide association for segregating traits. These results demonstrate that non-segregating traits under strong selection are equally tractable to genetic analysis using small sample numbers.
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Affiliation(s)
- Danika Bannasch
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California Davis, Davis, California, United States of America.
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96
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Abstract
In this essay, Abigail Shearin and Elaine Ostrander discuss the proposed genomic mechanisms for the extraordinary level of phenotypic variation observed in the domestic dog and the evidence detailing the variants responsible for the many shapes, sizes, textures, and colors of man's best friend.
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Affiliation(s)
- Abigail L. Shearin
- National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, United States of America
- University of Pennsylvania School of Veterinary Medicine, Philadelphia, Pennsylvania, United States of America
| | - Elaine A. Ostrander
- National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, United States of America
- * E-mail:
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97
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Wong AK, Ruhe AL, Dumont BL, Robertson KR, Guerrero G, Shull SM, Ziegle JS, Millon LV, Broman KW, Payseur BA, Neff MW. A comprehensive linkage map of the dog genome. Genetics 2010; 184:595-605. [PMID: 19966068 PMCID: PMC2828735 DOI: 10.1534/genetics.109.106831] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2009] [Accepted: 11/30/2009] [Indexed: 12/15/2022] Open
Abstract
We have leveraged the reference sequence of a boxer to construct the first complete linkage map for the domestic dog. The new map improves access to the dog's unique biology, from human disease counterparts to fascinating evolutionary adaptations. The map was constructed with approximately 3000 microsatellite markers developed from the reference sequence. Familial resources afforded 450 mostly phase-known meioses for map assembly. The genotype data supported a framework map with approximately 1500 loci. An additional approximately 1500 markers served as map validators, contributing modestly to estimates of recombination rate but supporting the framework content. Data from approximately 22,000 SNPs informing on a subset of meioses supported map integrity. The sex-averaged map extended 21 M and revealed marked region- and sex-specific differences in recombination rate. The map will enable empiric coverage estimates and multipoint linkage analysis. Knowledge of the variation in recombination rate will also inform on genomewide patterns of linkage disequilibrium (LD), and thus benefit association, selective sweep, and phylogenetic mapping approaches. The computational and wet-bench strategies can be applied to the reference genome of any nonmodel organism to assemble a de novo linkage map.
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Affiliation(s)
- Aaron K. Wong
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Alison L. Ruhe
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Beth L. Dumont
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Kathryn R. Robertson
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Giovanna Guerrero
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Sheila M. Shull
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Janet S. Ziegle
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Lee V. Millon
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Karl W. Broman
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Bret A. Payseur
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
| | - Mark W. Neff
- Veterinary Genetics Laboratory, School of Veterinary Medicine, University of California, Davis, California 95616, Applied Biosystems, Foster City, California 94404, Department of Biostatistics and Medical Informatics and Laboratory of Genetics, University of Wisconsin, Madison, Wisconsin 53706
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98
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Abstract
Individual animals differ in their propensity to engage in dangerous situations, or in their risk-taking behavior. There is a heritable basis to some of this variation, but the environment plays an important role in shaping individuals' risk-taking propensity as well. This chapter describes some of the challenges in studying the genetic basis of individual differences in risk-taking behavior, arguing new insights will emerge from studies which take a whole-genome approach and which simultaneously consider both genetic and environmental influences on the behavior. The availability of genomic tools for three-spined stickleback, a small fish renowned for its variable behavior, opens up new possibilities for studying the genetic basis of natural, adaptive variation in risk-taking behavior. After introducing the general biology of sticklebacks, the chapter summarizes the existing literature on the genetic and environmental influences on risk-taking behavior, and describes the overall strategy that our group is taking to identify inherited and environmentally responsive genes related to risk-taking behavior in this species. Insights gleaned from such studies will be relevant to our understanding of similar behaviors in other organisms, including ourselves.
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99
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Sargan DR. Retinal degeneration in cats: a tale of two means of motion. Vet J 2009; 186:3-5. [PMID: 19744869 DOI: 10.1016/j.tvjl.2009.08.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2009] [Accepted: 08/17/2009] [Indexed: 11/18/2022]
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100
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Complex population structure in African village dogs and its implications for inferring dog domestication history. Proc Natl Acad Sci U S A 2009; 106:13903-8. [PMID: 19666600 DOI: 10.1073/pnas.0902129106] [Citation(s) in RCA: 106] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
High genetic diversity of East Asian village dogs has recently been used to argue for an East Asian origin of the domestic dog. However, global village dog genetic diversity and the extent to which semiferal village dogs represent distinct, indigenous populations instead of admixtures of various dog breeds has not been quantified. Understanding these issues is critical to properly reconstructing the timing, number, and locations of dog domestication. To address these questions, we sampled 318 village dogs from 7 regions in Egypt, Uganda, and Namibia, measuring genetic diversity >680 bp of the mitochondrial D-loop, 300 SNPs, and 89 microsatellite markers. We also analyzed breed dogs, including putatively African breeds (Afghan hounds, Basenjis, Pharaoh hounds, Rhodesian ridgebacks, and Salukis), Puerto Rican street dogs, and mixed breed dogs from the United States. Village dogs from most African regions appear genetically distinct from non-native breed and mixed-breed dogs, although some individuals cluster genetically with Puerto Rican dogs or United States breed mixes instead of with neighboring village dogs. Thus, African village dogs are a mosaic of indigenous dogs descended from early migrants to Africa, and non-native, breed-admixed individuals. Among putatively African breeds, Pharaoh hounds, and Rhodesian ridgebacks clustered with non-native rather than indigenous African dogs, suggesting they have predominantly non-African origins. Surprisingly, we find similar mtDNA haplotype diversity in African and East Asian village dogs, potentially calling into question the hypothesis of an East Asian origin for dog domestication.
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