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Li Y, Wang Q, Yuan S, Lam TK, Guo K, Zhang YQ, Yi L. Reduced attention to human eyes in autism-associated Shank3 mutant laboratory beagle dogs. Mol Psychiatry 2025:10.1038/s41380-025-02965-7. [PMID: 40148549 DOI: 10.1038/s41380-025-02965-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 02/16/2025] [Accepted: 03/19/2025] [Indexed: 03/29/2025]
Abstract
Autistic individuals often exhibit reduced attention to faces and eyes, which may underlie their social difficulty. This study used eye-tracking techniques to explore visual attention towards faces in Shank3 mutant laboratory beagle dogs, a model for autism, to identify parallels with human autism. We first assessed visual attention differences towards the eyes between Shank3 mutant and wild-type (WT) laboratory beagles by presenting them with human and dog face images. Then, using the gaze cueing paradigm, we directed the dogs' gaze towards the eyes and mouth and quantified their gaze shifts. Finally, we investigated the impact of oxytocin on eye-gaze behavior by comparing gaze patterns under pre-administration, vehicle, and oxytocin conditions while viewing human faces. We found that mutant dogs showed a reduced proportional viewing time of human eyes than WT dogs (p = 0.032), but no difference in proportional eye viewing time when viewing dog faces (p = 0.691). Mutant dogs shifted their gazes away from the human eyes more quickly than the mouth (p = 0.043), unlike WT dogs (p = 0.345), suggesting an active eye avoidance. Furthermore, exogenous oxytocin increased proportional viewing time on human eyes in mutant dogs than pre-administration and vehicle conditions (p = 0.022), suggesting a potential effect of oxytocin on social attention in autism. To our knowledge, this study is the first to report an eye avoidance phenotype in an animal model of autism. These findings contribute to our understanding of the mechanisms underlying social difficulties in autism and the development of supporting strategies for autism.
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Affiliation(s)
- Yumo Li
- State Key Laboratory for Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Qiandong Wang
- Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, Beijing, China
- Education Research Center for Children with ASD, Beijing Normal University, Beijing, China
| | - Siqi Yuan
- State Key Laboratory for Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Tak Kwan Lam
- Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Kun Guo
- School of Psychology, University of Lincoln, Brayford Pool, Lincoln, LN6 7TS, UK
| | - Yong Q Zhang
- State Key Laboratory for Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China.
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China.
- School of Life Sciences, Hubei University, Wuhan, China.
| | - Li Yi
- School of Psychological and Cognitive Sciences & Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China.
- IDG/McGovern Institute for Brain Research at PKU, Peking University, Beijing, China.
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Boada M, Wirobski G. Human-directed sociability in the domestic dog: A Tinbergian approach. Neurosci Biobehav Rev 2025; 168:105947. [PMID: 39571667 DOI: 10.1016/j.neubiorev.2024.105947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 11/05/2024] [Accepted: 11/15/2024] [Indexed: 11/30/2024]
Abstract
The motivation to interact with humans is central to dogs' domestication process. This review aims to provide a curated overview of the current knowledge about dogs' human-directed sociability using Tinbergen's four questions as a guiding framework. Firstly, we explore its evolutionary history, discussing wolf-dog differences in the socialization period, fear response, sociability, and attachment to elucidate the effect of domestication. Secondly, we address its ontogeny, highlighting the importance of early life experiences, examining findings on different dog populations to discern the effect of adult life experiences, and reporting changes across the lifespan. Thirdly, we analyse the adaptive value of the dog-human relationship, considering the effects of human association on different dog populations. Fourthly, we elaborate on the mechanisms involved in the dog-human relationship, discussing underlying cognitive and genetic processes and findings on the neurophysiological effects of interacting with humans. Finally, we identify issues and remaining questions that deserve more scrutiny and suggest innovative approaches that could be explored to improve our understanding of dogs' human-directed sociability.
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Affiliation(s)
- Mónica Boada
- Grupo UCM de Psicobiología Social, Evolutiva y Comparada, Departamento de Psicobiología, Facultad de Psicología, Campus de Somosaguas, Universidad Complutense de Madrid, Madrid 28223, Spain.
| | - Gwendolyn Wirobski
- Comparative Cognition Group, Université de Neuchâtel, Faculty of Sciences, Avenue de Bellevaux 51, Neuchâtel 2000, Switzerland.
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Hou X, Ke J, Chen X, Ai T, Liu X, Qian L, Xiang W, Wang J, Wang C. Changes in the liver of Tinca tinca under successive domestication using an integrated multi-omics approach. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2023; 47:101107. [PMID: 37354750 DOI: 10.1016/j.cbd.2023.101107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 06/15/2023] [Accepted: 06/15/2023] [Indexed: 06/26/2023]
Abstract
Domestication is the process of modifying the phenotype of a population through anthropic selection from human perspectives. Successive generations of domestication have influenced the physiological characteristics of tench Tinca tinca. In current study, we investigated gene and protein expression alterations in the liver of fifth-generation (F5). A total of 420 genes were found to be upregulated and 351 genes were downregulated, while 410 proteins were upregulated and 279 proteins were downregulated in domesticated T. tinca (DT). The integrated analysis of omics data revealed a total of 55 genes/proteins exhibiting consistent upregulation and 12 genes/proteins displaying consistent downregulation in DT. The upregulated genes/proteins in DT, such as SSR1, DERLIN2, OS9, DNAJB11, and HYOU1, exhibit enrichment in the protein processing in the endoplasmic reticulum pathway. Additionally, upregulated genes/proteins such as IL2RB, F13B, and IRF3 are associated with immune response. Conversely, downregulated genes/proteins in DT, including HSD11B1, CYP24A1, and COMT, play roles in hormone metabolism. These findings indicate that domestication can have a substantial impact on the physiological modifications related to protein processing, immune response, and hormone metabolism in DT. These adaptations potentially enhance their ability to thrive in artificial aquaculture environments, leading to improved growth and development. The exploration of genetic changes in DT will not only improve aquaculture practices but also provide significant insights into the broader process of domestication and its effects on physiological functions.
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Affiliation(s)
- Xin Hou
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture/National Demonstration Center for Experimental Fisheries Science Education/Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai, China
| | - Jing Ke
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture/National Demonstration Center for Experimental Fisheries Science Education/Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai, China
| | - Xiaowen Chen
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture/National Demonstration Center for Experimental Fisheries Science Education/Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai, China
| | - Tao Ai
- Fisheries Technology Extension Station, Xinjiang Production and Construction Corps, Urumqi, Xinjiang, China
| | - Xiaochen Liu
- Agricultural Technology Extension Station of the 10th Division, Xinjiang Production and Construction Corps, Beitun, Xinjiang, China
| | - Long Qian
- Fisheries Technology Extension Station, Xinjiang Production and Construction Corps, Urumqi, Xinjiang, China
| | - Wei Xiang
- Fisheries Technology Extension Station, Xinjiang Production and Construction Corps, Urumqi, Xinjiang, China
| | - Jun Wang
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture/National Demonstration Center for Experimental Fisheries Science Education/Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai, China.
| | - Chenghui Wang
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture/National Demonstration Center for Experimental Fisheries Science Education/Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai, China.
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Xu X, Zhou H, Wu H, Miao Z, Wan B, Ren H, Ge W, Wang G, Xu X. Tet2 acts in the lateral habenula to regulate social preference in mice. Cell Rep 2023; 42:112695. [PMID: 37402169 DOI: 10.1016/j.celrep.2023.112695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/03/2023] [Accepted: 06/08/2023] [Indexed: 07/06/2023] Open
Abstract
The lateral habenula (LHb) has been considered a moderator of social behaviors. However, it remains unknown how LHb regulates social interaction. Here, we show that the hydroxymethylase Tet2 is highly expressed in the LHb. Tet2 conditional knockout (cKO) mice exhibit impaired social preference; however, replenishing Tet2 in the LHb rescues social preference impairment in Tet2 cKO mice. Tet2 cKO alters DNA hydroxymethylation (5hmC) modifications in genes that are related to neuronal functions, as is confirmed by miniature two-photon microscopy data. Further, Tet2 knockdown in the glutamatergic neurons of LHb causes impaired social behaviors, but the inhibition of glutamatergic excitability restores social preference. Mechanistically, we identify that Tet2 deficiency reduces 5hmC modifications on the Sh3rf2 promoter and Sh3rf2 mRNA expression. Interestingly, Sh3rf2 overexpression in the LHb rescues social preference in Tet2 cKO mice. Therefore, Tet2 in the LHb may be a potential therapeutic target for social behavior deficit-related disorders such as autism.
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Affiliation(s)
- Xingyun Xu
- Department of Neurology, the First Affiliated Hospital of Soochow University, Suzhou 215000, China; Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Hang Zhou
- Institute of Neuroscience, Soochow University, Suzhou 215123, China; PKU-Nanjing Joint Institute of Translational Medicine, Nanjing 211800, China
| | - Hainan Wu
- Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Zhigang Miao
- Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Bo Wan
- Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Haigang Ren
- College of Pharmaceutical Sciences, Soochow University, Suzhou 215123, China
| | - Wei Ge
- Department of Neurology, the Affiliated Hospital of Xuzhou Medical University, Xuzhou 221600, China
| | - Guanghui Wang
- College of Pharmaceutical Sciences, Soochow University, Suzhou 215123, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases, Soochow University, Suzhou, Jiangsu 215123, China.
| | - Xingshun Xu
- Department of Neurology, the First Affiliated Hospital of Soochow University, Suzhou 215000, China; Institute of Neuroscience, Soochow University, Suzhou 215123, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases, Soochow University, Suzhou, Jiangsu 215123, China.
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Handegård KW, Storengen LM, Joergensen D, Lingaas F. Genomic analysis of firework fear and noise reactivity in standard poodles. Canine Med Genet 2023; 10:2. [PMID: 36890545 PMCID: PMC9996964 DOI: 10.1186/s40575-023-00125-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 03/01/2023] [Indexed: 03/10/2023] Open
Abstract
BACKGROUND Fear of firework noises and other loud, sudden noises (noise reactivity) is a significant problem for many dogs and may have a negative effect on both welfare and, in severe cases, the life expectancy of dogs. A wide range of behavior traits, including fear-related behaviors, have high heritability estimates in dogs. The aim of this study was to estimate genomic heritability for fear of fireworks and loud noises in dogs. RESULTS A genomic heritability estimate was performed based on genome-wide SNPs from standard poodles with records of fear of fireworks and noise reactivity. The study was based on questionnaires answered by owners, who also volunteered to return a cheek swab from their dog for DNA analyses. SNP-based heritability was estimated to be 0.28 for firework fear and 0.16 for noise reactivity. We also identified an interesting region on chromosome 17 that was weakly associated with both traits. CONCLUSIONS We have estimated low to medium genomic heritabilities for fear of fireworks and noise reactivity in standard poodles. We have also identified an interesting region on chromosome 17, which harbors genes that have been shown to be involved in different psychiatric traits with anxiety components in humans. The region was associated with both traits; however, the association was weak and need further verification from other studies.
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Affiliation(s)
- Karin Westereng Handegård
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.O. Box 5003, 1432, Ås, Norway.
| | - Linn Mari Storengen
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.O. Box 5003, 1432, Ås, Norway
| | - Dina Joergensen
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.O. Box 5003, 1432, Ås, Norway
| | - Frode Lingaas
- Department of Preclinical Sciences and Pathology, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, P.O. Box 5003, 1432, Ås, Norway
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Sanders AR, Bhongir N, vonHoldt B, Pellegrini M. Association of DNA methylation with energy and fear-related behaviors in canines. Front Psychol 2022; 13:1025494. [PMID: 36591016 PMCID: PMC9794564 DOI: 10.3389/fpsyg.2022.1025494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 11/17/2022] [Indexed: 12/15/2022] Open
Abstract
Introduction Behavioral traits are influenced by gene by environment interactions. To study the genetic and epigenetic components of behavior, we analyzed whether dog behavioral traits could be predicted by their DNA methylation and genotypes. Methods We conducted an analysis on dog behaviors such as sociability, trainability and energy as measured by Canine Behavioral and Research Assessment Questionnaire (C-BARQ) behavioral surveys paired with buccal swabs from 46 dogs. Previously we used targeted bisulfite sequencing to analyze DNA methylation and collected genotype data from over 1,500 single nucleotide polymorphisms (SNPs). Owner-reported C-BARQ responses were used to quantify 14 behavioral trait values. Results Using Partial Least Squares (PLS) Regression analysis we found behavioral traits such as energy, attachment/attention-seeking, non-social fear, and stranger-directed fear to be significantly associated with DNA methylation across 3,059 loci. After we adjusted for age as a confounding variable, energy and stranger-directed fear remained significantly associated with methylation. We found that most behavioral traits were not predictable by our limited set of SNPs. Discussion By identifying individual genes whose methylation is significantly associated with behavioral traits, we generate hypotheses about possible mechanisms involved in behavioral regulation. Overall, our study extends previous work in behavioral epigenetics, shows that canine behaviors are predictable by DNA methylation, and serves as a proof of concept for future studies in behavioral epigenetics.
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Affiliation(s)
- Abigail R. Sanders
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Neha Bhongir
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Bridgett vonHoldt
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, United States
| | - Matteo Pellegrini
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States,*Correspondence: Matteo Pellegrini,
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Salonen M, Mikkola S, Hakanen E, Sulkama S, Puurunen J, Lohi H. Personality traits associate with behavioral problems in pet dogs. Transl Psychiatry 2022; 12:78. [PMID: 35197456 PMCID: PMC8866408 DOI: 10.1038/s41398-022-01841-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 02/04/2022] [Accepted: 02/07/2022] [Indexed: 11/09/2022] Open
Abstract
Personality traits, especially neuroticism, strongly predict psychopathology. The domestic dog (Canis lupus familiaris Linnaeus, 1758) is used as a natural model for psychiatric disorders, but the similarity between dog and human personality and the association between dog personality and unwanted behavioral traits, such as fearfulness, aggressiveness, and impulsivity/inattention, remain unknown. This study utilized structural equation modeling (SEM) with survey data of 11,360 dogs to examine the associations and correlations between seven personality and ten unwanted behavioral traits. Personality traits included insecurity, energy, training focus, aggressiveness/dominance, human sociability, dog sociability, and perseverance. Unwanted behavioral traits included fearfulness, noise sensitivity, fear of surfaces/heights, separation anxiety, barking, stranger-directed aggression, owner-directed aggression, dog-directed aggression, hyperactivity/impulsivity, and inattention. We first fitted confirmatory factor models for the unwanted behavioral traits and the best model grouped unwanted behaviors into four latent traits: fear-related behavior, fear-aggression, aggression, and impulsivity/inattention and used this structure in the subsequent SEM model. Especially, insecurity, which resembles the human neuroticism trait, was strongly associated with unwanted behavior, paralleling the association between neuroticism and psychopathology. Similarly, training focus, resembling conscientiousness, was negatively related to impulsivity/inattention, and aggressiveness/dominance was associated with aggressive behaviors, resembling associations of conscientiousness and agreeableness with attention deficit hyperactivity disorder and aggression-related psychopathology, respectively. These results indicate that dog personality traits resemble human personality traits, suggesting that their neurological and genetic basis may also be similar and making the dog a suitable animal model for human behavior and psychiatric disorders.
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Affiliation(s)
- Milla Salonen
- Department of Veterinary Biosciences, University of Helsinki, Helsinki, Finland. .,Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland. .,Folkhälsan Research Center, Helsinki, Finland.
| | - Salla Mikkola
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Helsinki, Finland
| | - Emma Hakanen
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Helsinki, Finland
| | - Sini Sulkama
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Helsinki, Finland
| | - Jenni Puurunen
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Helsinki, Finland
| | - Hannes Lohi
- Department of Veterinary Biosciences, University of Helsinki, Helsinki, Finland. .,Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland. .,Folkhälsan Research Center, Helsinki, Finland.
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Zapata I, Lilly ML, Herron ME, Serpell JA, Alvarez CE. Genetic testing of dogs predicts problem behaviors in clinical and nonclinical samples. BMC Genomics 2022; 23:102. [PMID: 35130840 PMCID: PMC8819838 DOI: 10.1186/s12864-022-08351-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 01/25/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Very little is known about the etiology of personality and psychiatric disorders. Because the core neurobiology of many such traits is evolutionarily conserved, dogs present a powerful model. We previously reported genome scans of breed averages of ten traits related to fear, anxiety, aggression and social behavior in multiple cohorts of pedigree dogs. As a second phase of that discovery, here we tested the ability of markers at 13 of those loci to predict canine behavior in a community sample of 397 pedigree and mixed-breed dogs with individual-level genotype and phenotype data. RESULTS We found support for all markers and loci. By including 122 dogs with veterinary behavioral diagnoses in our cohort, we were able to identify eight loci associated with those diagnoses. Logistic regression models showed subsets of those loci could predict behavioral diagnoses. We corroborated our previous findings that small body size is associated with many problem behaviors and large body size is associated with increased trainability. Children in the home were associated with anxiety traits; illness and other animals in the home with coprophagia; working-dog status with increased energy and separation-related problems; and competitive dogs with increased aggression directed at familiar dogs, but reduced fear directed at humans and unfamiliar dogs. Compared to other dogs, Pit Bull-type dogs were not defined by a set of our markers and were not more aggressive; but they were strongly associated with pulling on the leash. Using severity-threshold models, Pit Bull-type dogs showed reduced risk of owner-directed aggression (75th quantile) and increased risk of dog-directed fear (95th quantile). CONCLUSIONS Our association analysis in a community sample of pedigree and mixed-breed dogs supports the interbreed mapping. The modeling shows some markers are predictive of behavioral diagnoses. Our findings have broad utility, including for clinical and breeding purposes, but we caution that thorough understanding is necessary for their interpretation and use.
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Affiliation(s)
- Isain Zapata
- Department of Veterinary Clinical Sciences, The Ohio State University College of Veterinary Medicine, Columbus, OH, 43210, USA.
- Department of Biomedical Sciences, Rocky Vista University College of Osteopathic Medicine, Parker, CO, 80134, USA.
| | - M Leanne Lilly
- Department of Veterinary Clinical Sciences, The Ohio State University College of Veterinary Medicine, Columbus, OH, 43210, USA
| | - Meghan E Herron
- Department of Veterinary Clinical Sciences, The Ohio State University College of Veterinary Medicine, Columbus, OH, 43210, USA
| | - James A Serpell
- Department of Clinical Sciences & Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Carlos E Alvarez
- Department of Veterinary Clinical Sciences, The Ohio State University College of Veterinary Medicine, Columbus, OH, 43210, USA.
- Center for Clinical and Translational Research, The Abigail Wexner 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.
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Gartland LA, Firth JA, Laskowski KL, Jeanson R, Ioannou CC. Sociability as a personality trait in animals: methods, causes and consequences. Biol Rev Camb Philos Soc 2021; 97:802-816. [PMID: 34894041 DOI: 10.1111/brv.12823] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 11/27/2021] [Accepted: 11/30/2021] [Indexed: 02/06/2023]
Abstract
Within animal populations there is variation among individuals in their tendency to be social, where more sociable individuals associate more with other individuals. Consistent inter-individual variation in 'sociability' is considered one of the major axes of personality variation in animals along with aggressiveness, activity, exploration and boldness. Not only is variation in sociability important in terms of animal personalities, but it holds particular significance for, and can be informed by, two other topics of major interest: social networks and collective behaviour. Further, knowledge of what generates inter-individual variation in social behaviour also holds applied implications, such as understanding disorders of social behaviour in humans. In turn, research using non-human animals in the genetics, neuroscience and physiology of these disorders can inform our understanding of sociability. For the first time, this review brings together insights across these areas of research, across animal taxa from primates to invertebrates, and across studies from both the laboratory and field. We show there are mixed results in whether and how sociability correlates with other major behavioural traits. Whether and in what direction these correlations are observed may differ with individual traits such as sex and body condition, as well as ecological conditions. A large body of evidence provides the proximate mechanisms for why individuals vary in their social tendency. Evidence exists for the importance of genes and their expression, chemical messengers, social interactions and the environment in determining an individual's social tendency, although the specifics vary with species and other variables such as age, and interactions amongst these proximate factors. Less well understood is how evolution can maintain consistent variation in social tendencies within populations. Shifts in the benefits and costs of social tendencies over time, as well as the social niche hypothesis, are currently the best supported theories for how variation in sociability can evolve and be maintained in populations. Increased exposure to infectious diseases is the best documented cost of a greater social tendency, and benefits include greater access to socially transmitted information. We also highlight that direct evidence for more sociable individuals being safer from predators is lacking. Variation in sociability is likely to have broad ecological consequences, but beyond its importance in the spread of infectious diseases, direct evidence is limited to a few examples related to dispersal and invasive species biology. Overall, our knowledge of inter-individual variation in sociability is highly skewed towards the proximate mechanisms. Our review also demonstrates, however, that considering research from social networks and collective behaviour greatly enriches our understanding of sociability, highlighting the need for greater integration of these approaches into future animal personality research to address the imbalance in our understanding of sociability as a personality trait.
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Affiliation(s)
- Lizzy A Gartland
- School of Biological Sciences, University of Bristol, Bristol, BS8 1TQ, U.K
| | - Josh A Firth
- Edward Grey Institute, Department of Zoology, University of Oxford, Oxford, OX1 3SZ, U.K
| | - Kate L Laskowski
- Department of Evolution and Ecology, University of California Davis, Davis, CA, 95616, U.S.A
| | - Raphael Jeanson
- Centre de Recherches sur la Cognition Animale (UMR5169), Centre de Biologie Intégrative, CNRS, UPS, Université de Toulouse, 31062, Toulouse, France
| | - Christos C Ioannou
- School of Biological Sciences, University of Bristol, Bristol, BS8 1TQ, U.K
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Benítez-Burraco A, Chekalin E, Bruskin S, Tatarinova T, Morozova I. Recent selection of candidate genes for mammal domestication in Europeans and language change in Europe: a hypothesis. Ann Hum Biol 2021; 48:313-320. [PMID: 34241552 DOI: 10.1080/03014460.2021.1936634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND AND AIM Human evolution resulted from changes in our biology, behaviour, and culture. One source of these changes has been hypothesised to be our self-domestication (that is, the development in humans of features commonly found in domesticated strains of mammals, seemingly as a result of selection for reduced aggression). Signals of domestication, notably brain size reduction, have increased in recent times. METHODS In this paper, we compare whole-genome data between the Late Neolithic/Bronze Age individuals and modern Europeans. RESULTS We show that genes associated with mammal domestication and with neural crest development and function are significantly differently enriched in nonsynonymous single nucleotide polymorphisms between these two groups. CONCLUSION We hypothesise that these changes might account for the increased features of self-domestication in modern humans and, ultimately, for subtle recent changes in human cognition and behaviour, including language.
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Affiliation(s)
- Antonio Benítez-Burraco
- Department of Spanish, Linguistics, and Theory of Literature, Faculty of Philology, University of Seville, Seville, Spain
| | - Evgeny Chekalin
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Sergey Bruskin
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Tatiana Tatarinova
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia.,Department of Biology, University of La Verne, La Verne, CA, USA.,A. A. Kharkevich Institute for Information Transmission Problems, Moscow, Russia.,Department of Fundamental Biology and Biotechnology, Siberian Federal University, Krasnoyarsk, Russia
| | - Irina Morozova
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland
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Moravčíková N, Kasarda R, Židek R, Vostrý L, Vostrá-Vydrová H, Vašek J, Čílová D. Czechoslovakian Wolfdog Genomic Divergence from Its Ancestors Canis lupus, German Shepherd Dog, and Different Sheepdogs of European Origin. Genes (Basel) 2021; 12:832. [PMID: 34071464 PMCID: PMC8228135 DOI: 10.3390/genes12060832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 05/14/2021] [Accepted: 05/25/2021] [Indexed: 12/03/2022] Open
Abstract
This study focused on the genomic differences between the Czechoslovakian wolfdog (CWD) and its ancestors, the Grey wolf (GW) and German Shepherd dog. The Saarloos wolfdog and Belgian Shepherd dog were also included to study the level of GW genetics retained in the genome of domesticated breeds. The dataset consisted of 131 animals and 143,593 single nucleotide polymorphisms (SNPs). The effects of demographic history on the overall genome structure were determined by screening the distribution of the homozygous segments. The genetic variance distributed within and between groups was quantified by genetic distances, the FST index, and discriminant analysis of principal components. Fine-scale population stratification due to specific morphological and behavioural traits was assessed by principal component and factorial analyses. In the CWD, a demographic history effect was manifested mainly in a high genome-wide proportion of short homozygous segments corresponding to a historical load of inbreeding derived from founders. The observed proportion of long homozygous segments indicated that the inbreeding events shaped the CWD genome relatively recently compared to other groups. Even if there was a significant increase in genetic similarity among wolf-like breeds, they were genetically separated from each other. Moreover, this study showed that the CWD genome carries private alleles that are not found in either wolves or other dog breeds analysed in this study.
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Affiliation(s)
- Nina Moravčíková
- Department of Animal Genetics and Breeding Biology, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture in Nitra, Tr. A. Hlinku 2, 94976 Nitra, Slovakia;
| | - Radovan Kasarda
- Department of Animal Genetics and Breeding Biology, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture in Nitra, Tr. A. Hlinku 2, 94976 Nitra, Slovakia;
| | - Radoslav Židek
- Department of Food Hygiene and Safety, Faculty of Biotechnology and Food Sciences, Slovak University of Agriculture in Nitra, Tr. A. Hlinku 2, 94976 Nitra, Slovakia;
- NU3gen, Pažite 145/7, 010 09 Žilina, Slovakia
| | - Luboš Vostrý
- Department of Genetics and Breeding, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamycka 129, 165 00 Prague, Czech Republic; (L.V.); (J.V.); (D.Č.)
| | - Hana Vostrá-Vydrová
- Department of Ethology and Companion Animal Science, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamycka 129, 165 00 Prague, Czech Republic;
| | - Jakub Vašek
- Department of Genetics and Breeding, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamycka 129, 165 00 Prague, Czech Republic; (L.V.); (J.V.); (D.Č.)
| | - Daniela Čílová
- Department of Genetics and Breeding, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamycka 129, 165 00 Prague, Czech Republic; (L.V.); (J.V.); (D.Č.)
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12
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A review of the unsolvable task in dog communication and cognition: comparing different methodologies. Anim Cogn 2021; 24:907-922. [PMID: 33754284 DOI: 10.1007/s10071-021-01501-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 02/23/2021] [Accepted: 03/02/2021] [Indexed: 12/31/2022]
Abstract
Communication between dogs and humans is a topic of growing interest, and the "unsolvable task" is a common method used to measure human-directed communication. In this task, dogs learn how to solve a problem to obtain a reward. After a fixed number of trials, the reward becomes impossible to access, arguably leading to communicative attempts from the dog. Although useful to observe dogs' communicative behaviors in a fairly naturalistic situation, the methodology varies among studies regarding apparatus, number of trials, and other factors. The proxies used, for instance, gaze duration or frequency of gaze alternation, also vary, and there are discrepancies and a debate regarding what the task actually measures. Therefore, in this study, we reviewed the usage of the unsolvable task in canids of the genus Canis, searching Web of Science and Scopus for the terms "dog*", "Canis", "dingo*", "wolf" or "wolves" in the title and "unsolvable task" or "impossible task" in the topic. We included thirty-five studies in this review and discussed their different methodologies and proxies, such as different apparatuses, number of solvable trials, and different interpretations of "looking back", pointing out how they can affect results and hinder comparisons. Lastly, we used current data to propose strategies to homogenize the use of this important paradigm, with an ethogram of possible behaviors and their interpretation and a predefined set of methodological aspects for future research.
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Nord ME, Jensen P. Genomic Regions Associated with Variation in Pigmentation Loss in Saddle Tan Beagles. Genes (Basel) 2021; 12:316. [PMID: 33672409 PMCID: PMC7926638 DOI: 10.3390/genes12020316] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 02/11/2021] [Accepted: 02/18/2021] [Indexed: 12/02/2022] Open
Abstract
Loss of pigmentation is a hallmark of domestication, and dogs offer a unique model for understanding the genetics of fur coloration. The aim of this study was to use dense genetic mapping to map loci underlying variations in color and whiteness in a population of laboratory beagles. A total of 190 beagles with well-defined pedigrees were phenotyped for the amount of white color in six different body parts, including the saddle. All individuals were genotyped on 85,172 informative and valid SNP-markers and the genome-wide associations for the amount of white in each body part were determined. There was a large variation in the amount of white on different parts of the body, and the whiteness was highly correlated within individuals, except for saddle color which was only moderately correlated with overall whiteness. The GWAS showed significant associations with two loci, one on chromosome 5, containing the MC1R gene, and one on chromosome 20, containing the MITF gene. Our results suggest that the variation in loss of pigmentation is largely a function of regulatory variation related to these genes.
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Affiliation(s)
| | - Per Jensen
- IFM Biology, Linköping University, 58186 Linköping, Sweden;
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14
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Sarviaho R, Hakosalo O, Tiira K, Sulkama S, Niskanen JE, Hytönen MK, Sillanpää MJ, Lohi H. A novel genomic region on chromosome 11 associated with fearfulness in dogs. Transl Psychiatry 2020; 10:169. [PMID: 32467585 PMCID: PMC7256038 DOI: 10.1038/s41398-020-0849-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 05/05/2020] [Accepted: 05/14/2020] [Indexed: 02/07/2023] Open
Abstract
The complex phenotypic and genetic nature of anxieties hampers progress in unravelling their molecular etiologies. Dogs present extensive natural variation in fear and anxiety behaviour and could advance the understanding of the molecular background of behaviour due to their unique breeding history and genetic architecture. As dogs live as part of human families under constant care and monitoring, information from their behaviour and experiences are easily available. Here we have studied the genetic background of fearfulness in the Great Dane breed. Dogs were scored and categorised into cases and controls based on the results of the validated owner-completed behavioural survey. A genome-wide association study in a cohort of 124 dogs with and without socialisation as a covariate revealed a genome-wide significant locus on chromosome 11. Whole exome sequencing and whole genome sequencing revealed extensive regions of opposite homozygosity in the same locus on chromosome 11 between the cases and controls with interesting neuronal candidate genes such as MAPK9/JNK2, a known hippocampal regulator of anxiety. Further characterisation of the identified locus will pave the way for molecular understanding of fear in dogs and may provide a natural animal model for human anxieties.
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Affiliation(s)
- R. Sarviaho
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, 00290 Helsinki, Finland
| | - O. Hakosalo
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, 00290 Helsinki, Finland
| | - K. Tiira
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, 00290 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Equine and Small Animal Medicine, University of Helsinki, Helsinki, Finland
| | - S. Sulkama
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, 00290 Helsinki, Finland
| | - J. E. Niskanen
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, 00290 Helsinki, Finland
| | - M. K. Hytönen
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, 00290 Helsinki, Finland
| | - M. J. Sillanpää
- grid.10858.340000 0001 0941 4873Department of Mathematical Sciences, Biocenter Oulu and Infotech Oulu, University of Oulu, Oulu, Finland
| | - H. Lohi
- grid.7737.40000 0004 0410 2071Department of Veterinary Biosciences, University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland ,grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, 00290 Helsinki, Finland
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Naval-Sanchez M, McWilliam S, Evans B, Yáñez JM, Houston RD, Kijas JW. Changed Patterns of Genomic Variation Following Recent Domestication: Selection Sweeps in Farmed Atlantic Salmon. Front Genet 2020; 11:264. [PMID: 32318091 PMCID: PMC7147387 DOI: 10.3389/fgene.2020.00264] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 03/05/2020] [Indexed: 12/30/2022] Open
Abstract
The introduction of wild Atlantic salmon into captivity, and their subsequent artificial selection for production traits, has caused phenotypic differences between domesticated fish and their wild counterparts. Identification of regions of the genome underling these changes offers the promise of characterizing the early biological consequences of domestication. In the current study, we sequenced a population of farmed European Atlantic salmon and compared the observed patterns of SNP variation to those found in conspecific wild populations. This identified 139 genomic regions that contained significantly elevated SNP homozygosity in farmed fish when compared to their wild counterparts. The most extreme was adjacent to versican, a gene involved in control of neural crest cell migration. To control for false positive signals, a second and independent dataset of farmed and wild European Atlantic salmon was assessed using the same methodology. A total of 81 outlier regions detected in the first dataset showed significantly reduced homozygosity within the second one, strongly suggesting the genomic regions identified are enriched for true selection sweeps. Examination of the associated genes identified a number previously characterized as targets of selection in other domestic species and that have roles in development, behavior and olfactory system. These include arcvf, sema6, errb4, id2-like, and 6n1-like genes. Finally, we searched for evidence of parallel sweeps using a farmed population of North American origin. This failed to detect a convincing overlap to the putative sweeps present in European populations, suggesting the factors that drive patterns of variation under domestication and early artificial selection were largely independent. This is the first analysis on domestication of aquaculture species exploiting whole-genome sequence data and resulted in the identification of sweeps common to multiple independent populations of farmed European Atlantic salmon.
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Affiliation(s)
| | | | - Bradley Evans
- Salmon Enterprises of Tasmania Pty. Limited, Wayatinah, TAS, Australia
| | - José M Yáñez
- Faculty of Veterinary and Animal Sciences, University of Chile, Santiago, Chile
| | - Ross D Houston
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Midlothian, United Kingdom
| | - James W Kijas
- CSIRO Agriculture and Food, Brisbane, QLD, Australia
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Tiira K, Tikkanen A, Vainio O. Inhibitory control – Important trait for explosive detection performance in police dogs? Appl Anim Behav Sci 2020. [DOI: 10.1016/j.applanim.2020.104942] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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17
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Persistence and human-directed behavior in detection dogs: Ontogenetic development and relationships to working dog success. Appl Anim Behav Sci 2019. [DOI: 10.1016/j.applanim.2019.104860] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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18
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Gering E, Incorvaia D, Henriksen R, Wright D, Getty T. Maladaptation in feral and domesticated animals. Evol Appl 2019; 12:1274-1286. [PMID: 31417614 PMCID: PMC6691326 DOI: 10.1111/eva.12784] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 01/10/2019] [Accepted: 02/07/2019] [Indexed: 12/14/2022] Open
Abstract
Selection regimes and population structures can be powerfully changed by domestication and feralization, and these changes can modulate animal fitness in both captive and natural environments. In this review, we synthesize recent studies of these two processes and consider their impacts on organismal and population fitness. Domestication and feralization offer multiple windows into the forms and mechanisms of maladaptation. Firstly, domestic and feral organisms that exhibit suboptimal traits or fitness allow us to identify their underlying causes within tractable research systems. This has facilitated significant progress in our general understandings of genotype-phenotype relationships, fitness trade-offs, and the roles of population structure and artificial selection in shaping domestic and formerly domestic organisms. Additionally, feralization of artificially selected gene variants and organisms can reveal or produce maladaptation in other inhabitants of an invaded biotic community. In these instances, feral animals often show similar fitness advantages to other invasive species, but they are also unique in their capacities to modify natural ecosystems through introductions of artificially selected traits. We conclude with a brief consideration of how emerging technologies such as genome editing could change the tempos, trajectories, and ecological consequences of both domestication and feralization. In addition to providing basic evolutionary insights, our growing understanding of mechanisms through which artificial selection can modulate fitness has diverse and important applications-from enhancing the welfare, sustainability, and efficiency of agroindustry, to mitigating biotic invasions.
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Affiliation(s)
- Eben Gering
- Department of Integrative Biology and Ecology, Evolutionary Biology, and Behavior ProgramMichigan State UniversityEast LansingMichigan
| | - Darren Incorvaia
- Department of Integrative Biology and Ecology, Evolutionary Biology, and Behavior ProgramMichigan State UniversityEast LansingMichigan
| | - Rie Henriksen
- IIFM Biology and AVIAN Behavioural Genomics and Physiology GroupLinköping UniversitySweden
| | - Dominic Wright
- IIFM Biology and AVIAN Behavioural Genomics and Physiology GroupLinköping UniversitySweden
| | - Thomas Getty
- Department of Integrative Biology and Ecology, Evolutionary Biology, and Behavior ProgramMichigan State UniversityEast LansingMichigan
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Domesticated dogs (Canis familiaris) tend to follow repeated deceptive human cues even when food is visible. Learn Behav 2019; 46:442-448. [PMID: 30251105 DOI: 10.3758/s13420-018-0356-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
There is abundant evidence that domestic dogs (Canis familiaris) readily follow pointing and other cues given by humans. But there has been much less research into the question of whether dogs can learn to discriminate between different humans giving repeated honest or dishonest cues as to food location, by ignoring the information imparted by the deceiver. Prior research has demonstrated that even after repeated exposures to deceptive cues with respect to food location, dogs failed to learn to ignore those cues completely. Kundey, De Los Reyes, Arbuthnot, Coshun, Molina, and Royer (2010) found the same outcome in a similar experiment. The purpose of the current experiment was to determine if dogs could learn to discriminate between an honest and a deceptive human by ignoring the deceiver's cues even when it was obvious that the container being pointed at was not baited by using two transparent containers. Eight dogs were tested. On 20 cooperator trials, the experimenter stood behind the baited container and cued the dog, located midway between the containers and 3 m away, to approach it. On 20 deceiver trials, a different experimenter stood behind the empty container and cued the dog to approach that container. Results replicated prior research in that, even though the containers were transparent, the dogs failed to learn to distrust the deceiver completely and went to the empty and indicated container on more than half of the deceiver trials.
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20
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Topál J, Román V, Turcsán B. The dog (Canis familiaris) as a translational model of autism: It is high time we move from promise to reality. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2019; 10:e1495. [PMID: 30762306 DOI: 10.1002/wcs.1495] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 01/23/2019] [Accepted: 01/24/2019] [Indexed: 12/22/2022]
Abstract
Selecting appropriate animal models for a particular human phenomenon is a difficult but important challenge. The difficulty lies in finding animal behaviors that are not only sufficiently relevant and analog to the complex human symptoms (face validity) but also have similar underlying biological and etiological mechanisms (translational or construct validity), and have "human-like" responses to treatment (predictive validity). Over the past several years, the domestic dog (Canis familiaris) has become increasingly proposed as a model for comparative and translational neuroscience. In parallel to the recent advances in canine behavior research, dogs have also been proposed as a model of many human neuropsychiatric conditions, including autism spectrum disorder (ASD). In this opinion paper we will shortly discuss the challenging nature of autism research then summarize the different neurocognitive frameworks for ASD making the case for a canine model of autism. The translational value of a dog model stems from the recognition that (a) there is a large inter-individual variability in the manifestation of dogs' social cognitive abilities including both high and low phenotypic extremes; (b) the phenotypic similarity between the dog and human symptoms are much higher than between the rodent and human symptoms; (c) the symptoms are functionally analogous to the human condition; and (d) more likely to have similar etiology. This article is categorized under: Psychology > Comparative Psychology Cognitive Biology > Evolutionary Roots of Cognition.
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Affiliation(s)
- József Topál
- Institute of Cognitive Neuroscience and Psychology, Hungarian Academy of Sciences, Budapest, Hungary
| | - Viktor Román
- Laboratory of Neurodevelopmental Biology, Chemical Works of Gedeon Richter Plc., Budapest, Hungary
| | - Borbála Turcsán
- Institute of Cognitive Neuroscience and Psychology, Hungarian Academy of Sciences, Budapest, Hungary.,Department of Ethology, Eötvös Loránd University, Budapest, Hungary
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Two novel genomic regions associated with fearfulness in dogs overlap human neuropsychiatric loci. Transl Psychiatry 2019; 9:18. [PMID: 30655508 PMCID: PMC6336819 DOI: 10.1038/s41398-018-0361-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 12/10/2018] [Indexed: 12/17/2022] Open
Abstract
Anxiety disorders are among the leading health issues in human medicine. The complex phenotypic and allelic nature of these traits as well as the challenge of establishing reliable measures of the heritable component of behaviour from the associated environmental factors hampers progress in their molecular aetiology. Dogs exhibit large natural variation in fearful and anxious behaviour and could facilitate progress in the molecular aetiology due to their unique genetic architecture. We have performed a genome-wide association study with a canine high-density SNP array in a cohort of 330 German Shepherds for two phenotypes, fear of loud noises (noise sensitivity) and fear of strangers or in novel situations. Genome-widely significant loci were discovered for the traits on chromosomes 20 and 7, respectively. The regions overlap human neuropsychiatric loci, including 18p11.2, with physiologically relevant candidate genes that contribute to glutamatergic and dopaminergic neurotransmission in the brain. In addition, the noise-sensitivity locus includes hearing-related candidate genes. These results indicate a genetic contribution for canine fear and suggest a shared molecular aetiology of anxiety across species. Further characterisation of the identified loci will pave the way to molecular understanding of the conditions as a prerequisite for improved therapy.
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Persson ME, Sundman AS, Halldén LL, Trottier AJ, Jensen P. Sociality genes are associated with human-directed social behaviour in golden and Labrador retriever dogs. PeerJ 2018; 6:e5889. [PMID: 30416887 PMCID: PMC6225837 DOI: 10.7717/peerj.5889] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 10/08/2018] [Indexed: 12/20/2022] Open
Abstract
Background Dogs have human-directed social skills that allow them to communicate and cooperate with humans. We have previously identified two loci on chromosome 26 associated with human contact-seeking behaviors during an unsolvable problem task in laboratory beagles (Persson et al., 2016). The aim of the present study was to verify the single nucleotide polymorphisms (SNPs) in additional dog breeds. We also studied how the allele frequencies have changed during domestication and recent selection. Methods Dogs of two breeds, 61 golden retrievers and 100 Labrador retrievers, were phenotyped and genotyped, and 19 wolves were genotyped. The Labrador retrievers were divided into common and field type by pedigree data to make it possible to study the effects of recent selection. All dogs were tested in an unsolvable problem task where human-directed social behaviors were scored. DNA from dogs (buccal swabs) and wolves (blood or brain tissue) was analyzed for genotype on two of the previously identified SNP markers, BICF2G630798942 (SNP1) and BICF2S23712114 (SNP2), by pyrosequencing. Results There was genetic variation for SNP1 in both dog breeds whereas the wolves were fixed for this polymorphism, and for SNP2 there was variation in both dogs and wolves. For both SNPs, Labrador retriever types differed significantly in allele frequencies. We found associations between SNPs and human-directed social behavior in both dog breeds. In golden retrievers, SNP1 was associated with physical contact variables, for example, with the duration of physical contact with the owner (F 2,56 = 4.389, p = 0.017). SNP2 was associated with several behavioral variables in both breeds, among others owner gazing frequency in both golden retrievers (F 2,55 = 6.330, p = 0.003) and Labradors (F 1,93 = 5.209, p = 0.025). Discussion Our results verify the association between the previously identified SNPs and human-directed social behavior scored in an unsolvable problem task. Differences in allele frequencies suggest that these loci have been affected by selection. The results indicate that these genomic regions are involved in human-directed social behavior in not only beagles but in other dog breeds as well. We hypothesize that they may have been important during dog domestication.
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Affiliation(s)
- Mia E Persson
- AVIAN Behaviour Genomics and Physiology Group, IFM Biology, Linköping University, Linköping, Sweden
| | - Ann-Sofie Sundman
- AVIAN Behaviour Genomics and Physiology Group, IFM Biology, Linköping University, Linköping, Sweden
| | - Lise-Lotte Halldén
- AVIAN Behaviour Genomics and Physiology Group, IFM Biology, Linköping University, Linköping, Sweden
| | - Agaia J Trottier
- AVIAN Behaviour Genomics and Physiology Group, IFM Biology, Linköping University, Linköping, Sweden
| | - Per Jensen
- AVIAN Behaviour Genomics and Physiology Group, IFM Biology, Linköping University, Linköping, Sweden
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Caniglia R, Fabbri E, Hulva P, Bolfíková BČ, Jindřichová M, Stronen AV, Dykyy I, Camatta A, Carnier P, Randi E, Galaverni M. Wolf outside, dog inside? The genomic make-up of the Czechoslovakian Wolfdog. BMC Genomics 2018; 19:533. [PMID: 30005602 PMCID: PMC6043967 DOI: 10.1186/s12864-018-4916-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Accepted: 07/02/2018] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Genomic methods can provide extraordinary tools to explore the genetic background of wild species and domestic breeds, optimize breeding practices, monitor and limit the spread of recessive diseases, and discourage illegal crossings. In this study we analysed a panel of 170k Single Nucleotide Polymorphisms with a combination of multivariate, Bayesian and outlier gene approaches to examine the genome-wide diversity and inbreeding levels in a recent wolf x dog cross-breed, the Czechoslovakian Wolfdog, which is becoming increasingly popular across Europe. RESULTS Pairwise FST values, multivariate and assignment procedures indicated that the Czechoslovakian Wolfdog was significantly differentiated from all the other analysed breeds and also well-distinguished from both parental populations (Carpathian wolves and German Shepherds). Coherently with the low number of founders involved in the breed selection, the individual inbreeding levels calculated from homozygosity regions were relatively high and comparable with those derived from the pedigree data. In contrast, the coefficient of relatedness between individuals estimated from the pedigrees often underestimated the identity-by-descent scores determined using genetic profiles. The timing of the admixture and the effective population size trends estimated from the LD patterns reflected the documented history of the breed. Ancestry reconstruction methods identified more than 300 genes with excess of wolf ancestry compared to random expectations, mainly related to key morphological features, and more than 2000 genes with excess of dog ancestry, playing important roles in lipid metabolism, in the regulation of circadian rhythms, in learning and memory processes, and in sociability, such as the COMT gene, which has been described as a candidate gene for the latter trait in dogs. CONCLUSIONS In this study we successfully applied genome-wide procedures to reconstruct the history of the Czechoslovakian Wolfdog, assess individual wolf ancestry proportions and, thanks to the availability of a well-annotated reference genome, identify possible candidate genes for wolf-like and dog-like phenotypic traits typical of this breed, including commonly inherited disorders. Moreover, through the identification of ancestry-informative markers, these genomic approaches could provide tools for forensic applications to unmask illegal crossings with wolves and uncontrolled trades of recent and undeclared wolfdog hybrids.
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Affiliation(s)
- Romolo Caniglia
- Area per la Genetica della Conservazione, ISPRA, Ozzano dell’Emilia, Bologna, Italy
| | - Elena Fabbri
- Area per la Genetica della Conservazione, ISPRA, Ozzano dell’Emilia, Bologna, Italy
| | - Pavel Hulva
- Department of Zoology, Charles University in Prague, Prague, Czech Republic
- Department of Biology and Ecology, Ostrava University, Ostrava, Czech Republic
| | - Barbora Černá Bolfíková
- Faculty of Tropical AgriSciences, Czech University of Life Sciences Prague, Prague, Czech Republic
| | - Milena Jindřichová
- Faculty of Tropical AgriSciences, Czech University of Life Sciences Prague, Prague, Czech Republic
| | - Astrid Vik Stronen
- Department of Chemistry and Bioscience, Aalborg University, Aalborg Øst, Denmark
| | - Ihor Dykyy
- Department of Zoology, Ivan Franko National University of Lviv, Lviv, Ukraine
| | | | - Paolo Carnier
- Department of Comparative Biomedicine and Food Science, University of Padova, Padova, Italy
| | - Ettore Randi
- Dipartimento BIGEA, Università di Bologna, Bologna, Italy
- Department 18/ Section of Environmental Engineering, Aalborg University, Aalborg Øst, Denmark
| | - Marco Galaverni
- Area per la Genetica della Conservazione, ISPRA, Ozzano dell’Emilia, Bologna, Italy
- Area Conservazione, WWF Italia, Rome, Italy
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24
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Sundman AS, Persson ME, Grozelier A, Halldén LL, Jensen P, Roth LS. Understanding of human referential gestures is not correlated to human-directed social behaviour in Labrador retrievers and German shepherd dogs. Appl Anim Behav Sci 2018. [DOI: 10.1016/j.applanim.2017.12.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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25
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Abstract
The identification of genes affecting sociality can give insights into the maintenance and development of sociality and personality. In this study, we used the combination of an advanced intercross between wild and domestic chickens with a combined QTL and eQTL genetical genomics approach to identify genes for social reinstatement, a social and anxiety-related behavior. A total of 24 social reinstatement QTL were identified and overlaid with over 600 eQTL obtained from the same birds using hypothalamic tissue. Correlations between overlapping QTL and eQTL indicated five strong candidate genes, with the gene TTRAP being strongly significantly correlated with multiple aspects of social reinstatement behavior, as well as possessing a highly significant eQTL.
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26
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Ishikawa Y, Mills D, Willmott A, Mullineaux D, Guo K. Sociability modifies dogs' sensitivity to biological motion of different social relevance. Anim Cogn 2018; 21:245-252. [PMID: 29332229 PMCID: PMC5818592 DOI: 10.1007/s10071-018-1160-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 12/14/2017] [Accepted: 01/03/2018] [Indexed: 10/27/2022]
Abstract
Preferential attention to living creatures is believed to be an intrinsic capacity of the visual system of several species, with perception of biological motion often studied and, in humans, it correlates with social cognitive performance. Although domestic dogs are exceptionally attentive to human social cues, it is unknown whether their sociability is associated with sensitivity to conspecific and heterospecific biological motion cues of different social relevance. We recorded video clips of point-light displays depicting a human or dog walking in either frontal or lateral view. In a preferential looking paradigm, dogs spontaneously viewed 16 paired point-light displays showing combinations of normal/inverted (control condition), human/dog and frontal/lateral views. Overall, dogs looked significantly longer at frontal human point-light display versus the inverted control, probably due to its clearer social/biological relevance. Dogs' sociability, assessed through owner-completed questionnaires, further revealed that low-sociability dogs preferred the lateral point-light display view, whereas high-sociability dogs preferred the frontal view. Clearly, dogs can recognize biological motion, but their preference is influenced by their sociability and the stimulus salience, implying biological motion perception may reflect aspects of dogs' social cognition.
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Affiliation(s)
- Yuko Ishikawa
- School of Life Sciences, University of Lincoln, Lincoln, LN6 7TS, UK
| | - Daniel Mills
- School of Life Sciences, University of Lincoln, Lincoln, LN6 7TS, UK
| | - Alexander Willmott
- School of Sport and Exercise Science, University of Lincoln, Lincoln, LN6 7TS, UK
| | - David Mullineaux
- School of Sport and Exercise Science, University of Lincoln, Lincoln, LN6 7TS, UK
| | - Kun Guo
- School of Psychology, University of Lincoln, Lincoln, LN6 7TS, UK.
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27
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Turcsán B, Range F, Rónai Z, Koller D, Virányi Z. Context and Individual Characteristics Modulate the Association between Oxytocin Receptor Gene Polymorphism and Social Behavior in Border Collies. Front Psychol 2017; 8:2232. [PMID: 29312078 PMCID: PMC5742244 DOI: 10.3389/fpsyg.2017.02232] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 12/08/2017] [Indexed: 01/30/2023] Open
Abstract
Recent studies suggest that the relationship between endogenous oxytocin and social affiliative behavior can be critically moderated by contextual and individual factors in humans. While oxytocin has been shown to influence human-directed affiliative behaviors in dogs, no study investigated yet how such factors moderate these effects. Our study aimed to investigate whether the context and the dogs’ individual characteristics moderate the associations between the social affiliative (greeting) behavior and four single-nucleotide polymorphisms (SNPs) of the oxytocin receptor (OXTR) gene. We recorded the greeting behavior in three contexts: (1) when the dog first met an unfamiliar experimenter, (2) during a separation from the owner, and (3) after the experimenter approached the dog in a threatening manner. In the latter two contexts (during separation and after threatening), we categorized the dogs into stressed and non-stressed groups based on their behavior in the preceding situations. In line with previous studies, we found that polymorphisms in the OXTR gene are related to the greeting behavior of dogs. However, we also showed that the analyzed SNPs were associated with greeting in different contexts and in different individuals, suggesting that the four SNPs might be related to different functions of the oxytocin system. The -213A/G was associated with greeting only when the dog had no prior negative experience with the experimenter. The rs8679682 was found in association with greeting in all three contexts but these associations were significant only in non-stressed dogs. The -94T/C was associated with greeting only when the dog was stressed and had an interaction with the sex of the dog. The -74C/G SNP was associated with greeting only when the dog was stressed during separation and also had a sex interaction. Taken together, our results suggest that, similarly to humans, the effects of oxytocin on the dogs’ social behavior are not universal, but constrained by features of situations and individuals. Understanding these constraints helps further clarify how oxytocin mediates social behavior which, in the long run, could improve the application of oxytocin in pharmacotherapy.
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Affiliation(s)
- Borbála Turcsán
- Comparative Cognition and Wolf Science Center, Messerli Research Institute, University of Veterinary Medicine Vienna, Medical University of Vienna, University of Vienna, Vienna, Austria.,Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - Friederike Range
- Comparative Cognition and Wolf Science Center, Messerli Research Institute, University of Veterinary Medicine Vienna, Medical University of Vienna, University of Vienna, Vienna, Austria
| | - Zsolt Rónai
- Department of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Dóra Koller
- Department of Medical Chemistry, Molecular Biology and Pathobiochemistry, Semmelweis University, Budapest, Hungary
| | - Zsófia Virányi
- Comparative Cognition and Wolf Science Center, Messerli Research Institute, University of Veterinary Medicine Vienna, Medical University of Vienna, University of Vienna, Vienna, Austria
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28
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Mazzatenta A, Carluccio A, Robbe D, Giulio CD, Cellerino A. The companion dog as a unique translational model for aging. Semin Cell Dev Biol 2017; 70:141-153. [DOI: 10.1016/j.semcdb.2017.08.024] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 08/06/2017] [Accepted: 08/07/2017] [Indexed: 10/19/2022]
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29
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Persson ME, Trottier AJ, Bélteky J, Roth LSV, Jensen P. Intranasal oxytocin and a polymorphism in the oxytocin receptor gene are associated with human-directed social behavior in golden retriever dogs. Horm Behav 2017; 95:85-93. [PMID: 28765081 DOI: 10.1016/j.yhbeh.2017.07.016] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 07/27/2017] [Accepted: 07/28/2017] [Indexed: 12/25/2022]
Abstract
The oxytocin system may play an important role in dog domestication from the wolf. Dogs have evolved unique human analogue social skills enabling them to communicate and cooperate efficiently with people. Genomic differences in the region surrounding the oxytocin receptor (OXTR) gene have previously been associated with variation in dogs' communicative skills. Here we have utilized the unsolvable problem paradigm to investigate the effects of oxytocin and OXTR polymorphisms on human-directed contact seeking behavior in 60 golden retriever dogs. Human-oriented behavior was quantified employing a previously defined unsolvable problem paradigm. Behaviors were tested twice in a repeated, counterbalanced design, where dogs received a nasal dose of either oxytocin or saline 45min before each test occasion. Buccal DNA was analysed for genotype on three previously identified SNP-markers associated with OXTR. The same polymorphisms were also genotyped in 21 wolf blood samples to explore potential genomic differences between the species. Results showed that oxytocin treatment decreased physical contact seeking with the experimenter and one of the three polymorphisms was associated with degree of physical contact seeking with the owner. Dogs with the AA-genotype at this locus increased owner physical contact seeking in response to oxytocin while the opposite effect was found in GG-genotype individuals. Hence, intranasal oxytocin treatment, an OXTR polymorphism and their interaction are associated with dogs' human-directed social skills, which can explain previously described breed differences in oxytocin response. Genotypic variation at the studied locus was also found in wolves indicating that it was present even at the start of dog domestication.
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Affiliation(s)
- Mia E Persson
- IFM Biology, AVIAN Behaviour Genomics and Physiology Group, Linköping University, Linköping, Sweden
| | - Agaia J Trottier
- IFM Biology, AVIAN Behaviour Genomics and Physiology Group, Linköping University, Linköping, Sweden
| | - Johan Bélteky
- IFM Biology, AVIAN Behaviour Genomics and Physiology Group, Linköping University, Linköping, Sweden
| | - Lina S V Roth
- IFM Biology, AVIAN Behaviour Genomics and Physiology Group, Linköping University, Linköping, Sweden
| | - Per Jensen
- IFM Biology, AVIAN Behaviour Genomics and Physiology Group, Linköping University, Linköping, Sweden.
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30
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Goold C, Newberry RC. Aggressiveness as a latent personality trait of domestic dogs: Testing local independence and measurement invariance. PLoS One 2017; 12:e0183595. [PMID: 28854267 PMCID: PMC5576744 DOI: 10.1371/journal.pone.0183595] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 08/07/2017] [Indexed: 12/02/2022] Open
Abstract
Studies of animal personality attempt to uncover underlying or “latent” personality traits that explain broad patterns of behaviour, often by applying latent variable statistical models (e.g., factor analysis) to multivariate data sets. Two integral, but infrequently confirmed, assumptions of latent variable models in animal personality are: i) behavioural variables are independent (i.e., uncorrelated) conditional on the latent personality traits they reflect (local independence), and ii) personality traits are associated with behavioural variables in the same way across individuals or groups of individuals (measurement invariance). We tested these assumptions using observations of aggression in four age classes (4–10 months, 10 months–3 years, 3–6 years, over 6 years) of male and female shelter dogs (N = 4,743) in 11 different contexts. A structural equation model supported the hypothesis of two positively correlated personality traits underlying aggression across contexts: aggressiveness towards people and aggressiveness towards dogs (comparative fit index: 0.96; Tucker-Lewis index: 0.95; root mean square error of approximation: 0.03). Aggression across contexts was moderately repeatable (towards people: intraclass correlation coefficient (ICC) = 0.479; towards dogs: ICC = 0.303). However, certain contexts related to aggressiveness towards people (but not dogs) shared significant residual relationships unaccounted for by latent levels of aggressiveness. Furthermore, aggressiveness towards people and dogs in different contexts interacted with sex and age. Thus, sex and age differences in displays of aggression were not simple functions of underlying aggressiveness. Our results illustrate that the robustness of traits in latent variable models must be critically assessed before making conclusions about the effects of, or factors influencing, animal personality. Our findings are of concern because inaccurate “aggressive personality” trait attributions can be costly to dogs, recipients of aggression and society in general.
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Affiliation(s)
- Conor Goold
- Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Akershus, Norway
- * E-mail:
| | - Ruth C. Newberry
- Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Akershus, Norway
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