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Pritchard AJ, Capitanio JP, Del Rosso L, McCowan B, Vandeleest JJ. Repeatability of measures of behavioral organization over two years in captive infant rhesus macaques, Macaca mulatta. Am J Primatol 2024; 86:e23591. [PMID: 38212935 PMCID: PMC11010731 DOI: 10.1002/ajp.23591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/24/2023] [Accepted: 12/22/2023] [Indexed: 01/13/2024]
Abstract
Individual differences of infant temperament have been associated with future health outcomes that provide explanatory power beyond adult personality. Despite the importance of such a metric, our developmental understanding of personality-like traits is poor. Therefore, we examined whether young primates show consistency in personality traits throughout development. We replicated a Biobehavioral Assessment (BBA) at three time periods: 3-4 months, 1 year, and 2 years of age in 47 rhesus macaque (Macaca mulatta) subjects from large mixed-sex outdoor social housing units at the California National Primate Research Center. We report results for tests focused on responses and adaptation to the temporary separation and relocation, responses to a threatening stimulus, and ratings of overall temperament. We found consistently repeatable associations in measures of Emotionality; these associations were stronger in males, but also present in females, and broadly consistent between Years 1 and 2. We also explored whether behavioral responses to this experimental relocation might be influenced by their experience being relocated for other reasons (i.e., hospitalizations) as individuals' responses might be influenced by similar experiences to the BBA procedure. Only locomotion, during one of the assessments, was associated with past hospitalization events. Overall, repeatability in Emotionality-associated behaviors was evident across the 2 years, in both sexes. We did, however, find evidence of the emergence of sex differences via differentiated expression of behavioral responses during the BBA. We emphasize that there is likely contextual nuance in the use of these BBA factor-associated behaviors. Further research is required to determine whether and how shifts occur in underlying factor structure and the expression of associated behaviors.
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Affiliation(s)
- Alexander J. Pritchard
- Neuroscience and Behavior Unit, California National Primate Research Center, University of California, Davis, California, USA
| | - John P. Capitanio
- Neuroscience and Behavior Unit, California National Primate Research Center, University of California, Davis, California, USA
| | - Laura Del Rosso
- Neuroscience and Behavior Unit, California National Primate Research Center, University of California, Davis, California, USA
| | - Brenda McCowan
- Neuroscience and Behavior Unit, California National Primate Research Center, University of California, Davis, California, USA
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, California, USA
| | - Jessica J. Vandeleest
- Neuroscience and Behavior Unit, California National Primate Research Center, University of California, Davis, California, USA
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Oztan O, Del Rosso LA, Simmons SM, Nguyen DKK, Talbot CF, Capitanio JP, Garner JP, Parker KJ. Naturally occurring low sociality in female rhesus monkeys: A tractable model for autism or not? Mol Autism 2024; 15:8. [PMID: 38291493 PMCID: PMC10829375 DOI: 10.1186/s13229-024-00588-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 01/22/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) is characterized by persistent social interaction impairments and is male-biased in prevalence. We have established naturally occurring low sociality in male rhesus monkeys as a model for the social features of ASD. Low-social male monkeys exhibit reduced social interactions and increased autistic-like trait burden, with both measures highly correlated and strongly linked to low cerebrospinal fluid (CSF) arginine vasopressin (AVP) concentration. Little is known, however, about the behavioral and neurochemical profiles of female rhesus monkeys, and whether low sociality in females is a tractable model for ASD. METHODS Social behavior assessments (ethological observations; a reverse-translated autistic trait measurement scale, the macaque Social Responsiveness Scale-Revised [mSRS-R]) were completed on N = 88 outdoor-housed female rhesus monkeys during the non-breeding season. CSF and blood samples were collected from a subset of N = 16 monkeys across the frequency distribution of non-social behavior, and AVP and oxytocin (OXT) concentrations were quantified. Data were analyzed using general linear models. RESULTS Non-social behavior frequency and mSRS-R scores were continuously distributed across the general female monkey population, as previously found for male monkeys. However, dominance rank significantly predicted mSRS-R scores in females, with higher-ranking individuals showing fewer autistic-like traits, a relationship not previously observed in males from this colony. Females differed from males in several other respects: Social behavior frequencies were unrelated to mSRS-R scores, and AVP concentration was unrelated to any social behavior measure. Blood and CSF concentrations of AVP were positively correlated in females; no significant relationship involving any OXT measure was found. LIMITATIONS This study sample was small, and did not consider genetic, environmental, or other neurochemical measures that may be related to female mSRS-R scores. CONCLUSIONS Dominance rank is the most significant predictor of autistic-like traits in female rhesus monkeys, and CSF neuropeptide concentrations are unrelated to measures of female social functioning (in contrast to prior CSF AVP findings in male rhesus monkeys and male and female autistic children). Although preliminary, this evidence suggests that the strong matrilineal organization of this species may limit the usefulness of low sociality in female rhesus monkeys as a tractable model for ASD.
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Affiliation(s)
- Ozge Oztan
- Department of Psychiatry and Behavioral Sciences, Stanford University, 1201 Welch Rd., MSLS P-104, Stanford, CA, 94305, USA
| | - Laura A Del Rosso
- California National Primate Research Center, 1 Shields Ave., Davis, CA, 95616, USA
| | - Sierra M Simmons
- California National Primate Research Center, 1 Shields Ave., Davis, CA, 95616, USA
| | - Duyen K K Nguyen
- Department of Psychiatry and Behavioral Sciences, Stanford University, 1201 Welch Rd., MSLS P-104, Stanford, CA, 94305, USA
| | - Catherine F Talbot
- California National Primate Research Center, 1 Shields Ave., Davis, CA, 95616, USA
- School of Psychology, Florida Institute of Technology, 150 W. University Blvd., Melbourne, FL, 32901, USA
| | - John P Capitanio
- California National Primate Research Center, 1 Shields Ave., Davis, CA, 95616, USA
- Department of Psychology, University of California, 1 Shields Ave., Davis, 95616, USA
| | - Joseph P Garner
- Department of Psychiatry and Behavioral Sciences, Stanford University, 1201 Welch Rd., MSLS P-104, Stanford, CA, 94305, USA
- Department of Comparative Medicine, Stanford University, 300 Pasteur Dr., Edwards R348, Stanford, CA, 94305, USA
| | - Karen J Parker
- Department of Psychiatry and Behavioral Sciences, Stanford University, 1201 Welch Rd., MSLS P-104, Stanford, CA, 94305, USA.
- Department of Comparative Medicine, Stanford University, 300 Pasteur Dr., Edwards R348, Stanford, CA, 94305, USA.
- California National Primate Research Center, 1 Shields Ave., Davis, CA, 95616, USA.
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Parker KJ. Tales from the life and lab of a female social neuroscientist. COMPREHENSIVE PSYCHONEUROENDOCRINOLOGY 2023; 16:100202. [PMID: 38108026 PMCID: PMC10724734 DOI: 10.1016/j.cpnec.2023.100202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 08/10/2023] [Indexed: 12/19/2023] Open
Abstract
This narrative review charts my unconventional path to becoming a social neuroscientist and describes my research findings - some baffling, some serendipitous, some pivotal - in the field of neuropeptide biology. I trace my childhood as a Bell Labs "brat" to my adolescence as a soccer-playing party girl, to my early days as a graduate student, when I first encountered oxytocin and vasopressin. These two molecules instantly captivated - and held - my attention and imagination. For more than 25 years, a core goal of my research program has been to better understand how these neuropeptides regulate social functioning across a range of species (e.g., meadow voles, mice, squirrel monkeys, rhesus monkeys, and humans), and to translate fundamental insights from this work to guide development of novel pharmacotherapies to treat social impairments in clinical populations. I also discuss my experience of being a woman and a mother in STEM, and identify the important people and events which helped shape my career and the scientist I am today.
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Affiliation(s)
- Karen J. Parker
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA
- Department of Comparative Medicine, Stanford University, Stanford, CA, 94305, USA
- California National Primate Research Center, Davis, CA, 95616, USA
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Garner JP, Talbot CF, Del Rosso LA, McCowan B, Kanthaswamy S, Haig D, Capitanio JP, Parker KJ. Rhesus macaque social functioning is paternally, but not maternally, inherited by sons: potential implications for autism. Mol Autism 2023; 14:25. [PMID: 37480043 PMCID: PMC10360241 DOI: 10.1186/s13229-023-00556-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 06/19/2023] [Indexed: 07/23/2023] Open
Abstract
BACKGROUND Quantitative autistic traits are common, heritable, and continuously distributed across the general human population. Patterns of autistic traits within families suggest that more complex mechanisms than simple Mendelian inheritance-in particular, parent of origin effects-may be involved. The ideal strategy for ascertaining parent of origin effects is by half-sibling analysis, where half-siblings share one, but not both, parents and each individual belongs to a unique combination of paternal and maternal half-siblings. While this family structure is rare in humans, many of our primate relatives, including rhesus macaques, have promiscuous breeding systems that consistently produce paternal and maternal half-siblings for a given index animal. Rhesus macaques, like humans, also exhibit pronounced variation in social functioning. METHODS Here we assessed differential paternal versus maternal inheritance of social functioning in male rhesus macaque offspring (N = 407) using ethological observations and ratings on a reverse-translated quantitative autistic trait measurement scale. Restricted Maximum Likelihood mixed models with unbounded variance estimates were used to estimate the variance components needed to calculate the genetic contribution of parents as the proportion of phenotypic variance (σ2P) between sons that could uniquely be attributed to their shared genetics (σ2g), expressed as σ2g/σ2P (or the proportion of phenotypic variance attributable to genetic variance), as well as narrow sense heritability (h2). RESULTS Genetic contributions and heritability estimates were strong and highly significant for sons who shared a father but weak and non-significant for sons who shared a mother. Importantly, these findings were detected using the same scores from the same sons in the same analysis, confirmed when paternal and maternal half-siblings were analyzed separately, and observed with two methodologically distinct behavioral measures. Finally, genetic contributions were similar for full-siblings versus half-siblings that shared only a father, further supporting a selective paternal inheritance effect. LIMITATIONS These data are correlational by nature. A larger sample that includes female subjects, enables deeper pedigree assessments, and supports molecular genetic analyses is warranted. CONCLUSIONS Rhesus macaque social functioning may be paternally, but not maternally, inherited by sons. With continued investigation, this approach may yield important insights into sex differences in autism's genetic liability.
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Affiliation(s)
- Joseph P. Garner
- Department of Comparative Medicine, Stanford University, 300 Pasteur Drive, Edwards R348, Stanford, CA 94305-5342 USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, 1201 Welch Road, MSLS, P-104, Stanford, CA 94305-5485 USA
| | - Catherine F. Talbot
- California National Primate Research Center, 1 Shields Ave., Davis, CA 95616 USA
- Department of Psychology, Florida Institute of Technology, 150 W. University Blvd., Melbourne, FL 32901 USA
| | - Laura A. Del Rosso
- California National Primate Research Center, 1 Shields Ave., Davis, CA 95616 USA
| | - Brenda McCowan
- California National Primate Research Center, 1 Shields Ave., Davis, CA 95616 USA
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, 4205 VM3B, Davis, CA 95616 USA
| | - Sreetharan Kanthaswamy
- California National Primate Research Center, 1 Shields Ave., Davis, CA 95616 USA
- School of Mathematical and Natural Sciences, Arizona State University West Campus, 4701 W. Thunderbird Rd., Glendale, AZ 85306 USA
| | - David Haig
- Department of Organismic and Evolutionary Biology, Harvard University, 26 Oxford St., Cambridge, MA 02138 USA
| | - John P. Capitanio
- California National Primate Research Center, 1 Shields Ave., Davis, CA 95616 USA
- Department of Psychology, University of California, 1 Shields Ave., Davis, CA 95616 USA
| | - Karen J. Parker
- Department of Comparative Medicine, Stanford University, 300 Pasteur Drive, Edwards R348, Stanford, CA 94305-5342 USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, 1201 Welch Road, MSLS, P-104, Stanford, CA 94305-5485 USA
- California National Primate Research Center, 1 Shields Ave., Davis, CA 95616 USA
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Talbot CF, Madrid JE, Del Rosso LA, Capitanio JP, Garner JP, Parker KJ. Rhesus monkey sociality is stable across time and linked to variation in the initiation but not receipt of prosocial behavior. Am J Primatol 2022; 84:e23442. [PMID: 36268602 PMCID: PMC10996916 DOI: 10.1002/ajp.23442] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 09/10/2022] [Accepted: 09/23/2022] [Indexed: 11/08/2022]
Abstract
Rhesus monkeys and humans are highly social primates, yet both species exhibit pronounced variation in social functioning, spanning a spectrum of sociality. Naturally occurring low sociality in rhesus monkeys may be a promising construct by which to model social impairments relevant to human autism spectrum disorder (ASD), particularly if low sociality is found to be stable across time and associated with diminished social motivation. Thus, to better characterize variation in sociality and social communication profiles, we performed quantitative social behavior assessments on N = 95 male rhesus macaques (Macaca mulatta) housed in large, outdoor groups. In Study 1, we determined the social classification of our subjects by rank-ordering their total frequency of nonsocial behavior. Monkeys with the greatest frequency of nonsocial behavior were classified as low-social (n = 20) and monkeys with the lowest frequency of nonsocial behavior were classified as high-social (n = 21). To assess group differences in social communication profiles, in Study 2, we quantified the rates of transient social communication signals, and whether these social signals were initiated by or directed towards the focal subject. Finally, in Study 3, we assessed the within-individual stability of sociality in a subset of monkeys (n = 11 low-social, n = 11 high-social) two years following our initial observations. Nonsocial behavior frequency significantly correlated across the two timepoints (Studies 1 and 3). Likewise, low-social versus high-social classification accurately predicted classification two years later. Low-social monkeys initiated less prosocial behavior than high-social monkeys, but groups did not differ in receipt of prosocial behavior, nor did they differ in threat behavior. These findings indicate that sociality is a stable, trait-like characteristic and that low sociality is linked to diminished initiation of prosocial behavior in rhesus macaques. This evidence also suggests that low sociality may be a useful construct for gaining mechanistic insight into the social motivational deficits often observed in people with ASD.
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Affiliation(s)
- Catherine F. Talbot
- California National Primate Research Center, Davis, California, USA
- Department of Psychology, Florida Institute of Technology, Melbourne, Florida, USA
| | - Jesus E. Madrid
- Neurosciences Program, Stanford University, Stanford, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
- Department of Psychology, Cornell University, Ithaca, New York, USA
| | | | - John P. Capitanio
- California National Primate Research Center, Davis, California, USA
- Department of Psychology, University of California, Davis, Davis, California, USA
| | - Joseph P. Garner
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
- Department of Comparative Medicine, Stanford University, Stanford, California, USA
| | - Karen J. Parker
- California National Primate Research Center, Davis, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
- Department of Comparative Medicine, Stanford University, Stanford, California, USA
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Parker KJ. Leveraging a translational research approach to drive diagnostic and treatment advances for autism. Mol Psychiatry 2022; 27:2650-2658. [PMID: 35365807 PMCID: PMC9167797 DOI: 10.1038/s41380-022-01532-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 03/07/2022] [Accepted: 03/16/2022] [Indexed: 01/01/2023]
Abstract
Autism spectrum disorder (ASD) is a prevalent and poorly understood neurodevelopmental disorder. There are currently no laboratory-based diagnostic tests to detect ASD, nor are there any disease-modifying medications that effectively treat ASD's core behavioral symptoms. Scientific progress has been impeded, in part, by overreliance on model organisms that fundamentally lack the sophisticated social and cognitive abilities essential for modeling ASD. We therefore saw significant value in studying naturally low-social rhesus monkeys to model human social impairment, taking advantage of a large outdoor-housed colony for behavioral screening and biomarker identification. Careful development and validation of our animal model, combined with a strong commitment to evaluating the translational utility of our preclinical findings directly in patients with ASD, yielded a robust neurochemical marker (cerebrospinal fluid vasopressin concentration) of trans-primate social impairment and a first-in-class medication (intranasal vasopressin) shown in a small phase 2a pilot trial to improve social abilities in children with ASD. This translational research approach stands to advance our understanding of ASD in a manner not readily achievable with existing animal models, and can be adapted to investigate a variety of other human brain disorders which currently lack valid preclinical options, thereby streamlining translation and amplifying clinical impact more broadly.
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Affiliation(s)
- Karen J Parker
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA.
- Department of Comparative Medicine, Stanford University, Stanford, CA, 94305, USA.
- California National Primate Research Center, Davis, CA, 95616, USA.
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Gunter C, Harris RA, Kovacs-Balint Z, Raveendran M, Michopoulos V, Bachevalier J, Raper J, Sanchez MM, Rogers J. Heritability of social behavioral phenotypes and preliminary associations with autism spectrum disorder risk genes in rhesus macaques: A whole exome sequencing study. Autism Res 2022; 15:447-463. [PMID: 35092647 PMCID: PMC8930433 DOI: 10.1002/aur.2675] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Revised: 11/15/2021] [Accepted: 01/11/2022] [Indexed: 12/14/2022]
Abstract
Nonhuman primates and especially rhesus macaques (Macaca mulatta) have been indispensable animal models for studies of various aspects of neurobiology, developmental psychology, and other aspects of neuroscience. While remarkable progress has been made in our understanding of influences on atypical human social behavior, such as that observed in autism spectrum disorders (ASD), many significant questions remain. Improved understanding of the relationships among variation in specific genes and variation in expressed social behavior in a nonhuman primate would benefit efforts to investigate risk factors, developmental mechanisms, and potential therapies for behavioral disorders including ASD. To study genetic influences on key aspects of social behavior and interactions-individual competence and/or motivation for specific aspects of social behavior-we quantified individual variation in social interactions among juvenile rhesus macaques using both a standard macaque ethogram and a macaque-relevant modification of the human Social Responsiveness Scale. Our analyses demonstrate that various aspects of juvenile social behavior exhibit significant genetic heritability, with estimated quantitative genetic effects similar to that described for ASD in human children. We also performed exome sequencing and analyzed variants in 143 genes previously suggested to influence risk for human ASD. We find preliminary evidence for genetic association between specific variants and both individual behaviors and multi-behavioral factor scores. To our knowledge, this is the first demonstration that spontaneous social behaviors performed by free-ranging juvenile rhesus macaques display significant genetic heritability and then to use exome sequencing data to examine potential macaque genetic associations in genes associated with human ASD.
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Affiliation(s)
- Chris Gunter
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, GA, USA,Departments of Pediatrics Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - R. Alan Harris
- Human Genome Sequencing Center and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | | | - Muthuswamy Raveendran
- Human Genome Sequencing Center and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Vasiliki Michopoulos
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA,Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Jocelyne Bachevalier
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA,Department of Psychology, Emory University, Atlanta, GA, USA
| | - Jessica Raper
- Departments of Pediatrics Human Genetics, Emory University School of Medicine, Atlanta, GA, USA,Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Mar M. Sanchez
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA,Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Jeffrey Rogers
- Human Genome Sequencing Center and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
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