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Norden M, Kanarik M, Laugus K, O’Leary A, Liiver K, Tõnissaar M, Shimmo R, Harro J. Serotonin release by parachloroamphetamine in rats with high and low sociability: High prefrontal release capacity in sociable females. J Psychopharmacol 2024; 38:1016-1024. [PMID: 39318038 PMCID: PMC11528974 DOI: 10.1177/02698811241283710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
BACKGROUND Social behaviour is the expression of one of the most generally accepted independent dimensions of personality. Serotonergic neurotransmission has been implicated in typical social response and drugs that promote serotonin (5-hydroxytryptamine (5-HT)) release have prosocial effects. By using the social interaction test, we have previously demonstrated sociability as a temperamental trait in male Wistar rats. AIMS To assess sociability in male rats of the Sprague-Dawley strain and in female rats of both Wistar and Sprague-Dawley strain, and extracellular levels of 5-HT in rats with high and low sociability (high sociability (HS)- and low sociability (LS)-rats). METHODS Social interaction test conducted with different weight-matched partners was used to assess sociability, and in vivo, microdialysis was performed before and after administration of a low dose (2 mg/kg) of parachloroamphetamine (PCA) in the prefrontal cortex, dorsamedial striatum and ventral tegmental area. RESULTS Similarly to male Wistar rats, female Wistars and Sprague-Dawley rats of both sexes displayed trait-wise sociability. Male Wistar HS-rats had lower extracellular levels of 5-HT in prefrontal cortex at baseline and after administration of PCA, and higher PCA-induced increase of extracellular 5-HT in ventral tegmental area. In dorsomedial striatum, PCA elicited a comparable increase in extracellular dopamine in HS- and LS-rats, but higher release of 5-HT in HS-rats. Comparison of PCA-induced 5-HT release in prefrontal cortex of male and female Sprague-Dawley rats revealed a larger 5-HT response in female HS-rats. CONCLUSIONS 5-HT release potential is higher in rats with high expression of sociability trait, whereas some regionally variable differences may be related to relative contributions of social motivation and anxiety in shaping social behaviour.
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Affiliation(s)
- Marianna Norden
- School of Natural Sciences and Health, Tallinn University, Tallinn, Estonia
- Institute of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia
| | - Margus Kanarik
- Division of Neuropsychopharmacology, Institute of Chemistry, University of Tartu, Tartu, Estonia
| | - Karita Laugus
- Division of Neuropsychopharmacology, Institute of Chemistry, University of Tartu, Tartu, Estonia
| | - Aet O’Leary
- Division of Neuropsychopharmacology, Institute of Chemistry, University of Tartu, Tartu, Estonia
| | - Kristi Liiver
- School of Natural Sciences and Health, Tallinn University, Tallinn, Estonia
| | - Margus Tõnissaar
- Division of Neuropsychopharmacology, Institute of Chemistry, University of Tartu, Tartu, Estonia
| | - Ruth Shimmo
- School of Natural Sciences and Health, Tallinn University, Tallinn, Estonia
| | - Jaanus Harro
- School of Natural Sciences and Health, Tallinn University, Tallinn, Estonia
- Division of Neuropsychopharmacology, Institute of Chemistry, University of Tartu, Tartu, Estonia
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Pritchard AJ, Bliss-Moreau E, Balasubramaniam KN, Capitanio JP, Marty PR, Kaburu SSK, Arlet ME, Beisner BA, McCowan B. Personality trait structures across three species of Macaca, using survey ratings of responses to conspecifics and humans. PLoS One 2024; 19:e0309946. [PMID: 39241030 PMCID: PMC11379396 DOI: 10.1371/journal.pone.0309946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 08/21/2024] [Indexed: 09/08/2024] Open
Abstract
Comparative studies reliant on single personality surveys to rate wild primates are scarce yet remain critical for developing a holistic comparative understanding of personality. Differences in survey design, item exclusion, and factor selection impede cross-study comparisons. To address these challenges, we used consistently collected data to assess personality trait structures in wild rhesus (Macaca mulatta), bonnet (M. radiata), and long-tailed (M. fascicularis) macaques that varied in their degree of phylogenetic closeness, species-typical social styles, and anthropogenic exposure in urban or urban-rural environments. We administered 51-item personality surveys to familiar raters, and, after reliability and structure screenings, isolated 4-5 factor solutions among the species. Four consistent factors emerged: Confident, Sociable, Active, and Irritable/Equable. This latter factor had differential expression across species. Item composition of the Irritable/Equable factor was consistent with their anticipated differences in social styles, but confounded by cross-site anthropogenic variation. We also administered a 43-item survey confined to human-primate situations which paralleled our findings of social style variation, while also exhibiting variation that aligned with population differences in human density. Our findings indicate that macaque personality trait structures may be emergent outcomes of evolutionary and/or socioecological processes, but further research is needed to parse these processes' relative contributions.
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Affiliation(s)
- Alexander J Pritchard
- California National Primate Research Center, University of California Davis, Davis, CA, United States of America
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California Davis, Davis, CA, United States of America
| | - Eliza Bliss-Moreau
- California National Primate Research Center, University of California Davis, Davis, CA, United States of America
- Department of Psychology, University of California Davis, Davis, CA, United States of America
| | - Krishna N Balasubramaniam
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California Davis, Davis, CA, United States of America
- School of Life Sciences, Faculty of Science & Engineering, Anglia Ruskin University, Cambridge, United Kingdom
| | - John P Capitanio
- California National Primate Research Center, University of California Davis, Davis, CA, United States of America
| | - Pascal R Marty
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California Davis, Davis, CA, United States of America
- Nature Reserve and Wildlife Park Goldau, Goldau, Switzerland
| | - Stefano S K Kaburu
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California Davis, Davis, CA, United States of America
- School of Animal, Rural and Environmental Sciences, Nottingham Trent University, Nottingham, United Kingdom
| | - Małgorzata E Arlet
- Institute of Human Biology and Evolution, Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
| | - Brianne A Beisner
- California National Primate Research Center, University of California Davis, Davis, CA, United States of America
| | - Brenda McCowan
- California National Primate Research Center, University of California Davis, Davis, CA, United States of America
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California Davis, Davis, CA, United States of America
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Coppeto DJ, Martin JS, Ringen EJ, Palmieri V, Young LJ, Jaeggi AV. Peptides and primate personality: Central and peripheral oxytocin and vasopressin levels and social behavior in two baboon species (Papio hamadryas and Papio anubis). Peptides 2024; 179:171270. [PMID: 38969236 DOI: 10.1016/j.peptides.2024.171270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 06/14/2024] [Accepted: 07/01/2024] [Indexed: 07/07/2024]
Abstract
The neurohormones oxytocin (OT) and arginine vasopressin (AVP) are involved in social behaviors and psychiatric conditions. However, more research on nonhuman primates with complex social behaviors is needed. We studied two closely-related primate species with divergent social and mating systems; hamadryas baboons (Papio hamadryas, n=38 individuals) and anubis baboons (Papio anubis, n=46). We measured OT in cerebrospinal fluid (CSF, n=75), plasma (n=81) and urine (n=77), and AVP in CSF (n=45), and we collected over 250 hours of focal behavioral observations. Using Bayesian multivariate models, we found no clear species difference in hormone levels; the strongest support was for hamadryas having higher CSF OT levels than anubis (posterior probability [PP] for females = 0.75, males = 0.84). Looking at nine specific behaviors, OT was associated with affiliative behaviors (approach, proximity, grooming, PP ∼ 0.85 - 1.00), albeit inconsistently across sources of measurement (CSF, plasma, and urine, which were uncorrelated with each other). Most behaviors had low repeatability (R ∼ 0 - 0.2), i.e. they did not exhibit stable between-individual differences (or "personality"), and different behaviors did not neatly coalesce into higher-order factors (or "behavioral syndromes"), which cautions against the use of aggregate behavioral measures and highlights the need to establish stable behavioral profiles when testing associations with baseline hormone levels. In sum, we found some associations between peptides and social behavior, but also many null results, OT levels from different sources were uncorrelated, and our behavioral measures did not indicate clear individual differences in sociability.
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Affiliation(s)
- Daniel J Coppeto
- Department of Anthropology, Emory University, Atlanta, GA 30329, USA
| | - Jordan S Martin
- Institute of Evolutionary Medicine, University of Zurich, Zurich 8057, Switzerland
| | - Erik J Ringen
- Linguistic Research Infrastructure, University of Zurich, Zurich 8050, Switzerland
| | | | - Larry J Young
- Silvio O. Conte Center for Oxytocin and Social Cognition, Center for Translational Social Neuroscience, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Adrian V Jaeggi
- Institute of Evolutionary Medicine, University of Zurich, Zurich 8057, Switzerland.
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Gantayat N, Ashok A, Manchi P, Pierce-Messick R, Porwal R, Gangaramany A. Taking the Big Leap | understanding, accessing and improving behavioural science interventions. Front Public Health 2024; 12:1355539. [PMID: 39171302 PMCID: PMC11335669 DOI: 10.3389/fpubh.2024.1355539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 07/25/2024] [Indexed: 08/23/2024] Open
Abstract
Applied behaviour science's focus on individual-level behaviours has led to overestimation of and reliance on biases and heuristics in understanding behaviour and behaviour change. Behaviour-change interventions experience difficulties such as effect sizes, validity, scale-up, and long-term sustainability. One such area where we need to re-examine underlying assumptions for behavioural interventions in Human Immunodeficiency Virus (HIV) and Tuberculosis (TB) prevention, which seek population-level benefits and sustained, measurable impact. This requires taking a "Big Leap." In our view, taking the big leap refers to using a behavioural science-informed approach to overcome the chasms due to misaligned assumptions, tunnel focus, and overweighting immediate benefits, which can limit the effectiveness and efficiency of public health programmes and interventions. Crossing these chasms means that decision-makers should develop a system of interventions, promote end-user agency, build choice infrastructure, embrace heterogeneity, recognise social and temporal dynamics, and champion sustainability. Taking the big leap toward a more holistic approach means that policymakers, programme planners, and funding bodies should "Ask" pertinent questions to evaluate interventions to ensure they are well informed and designed.
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Vargas EP, Carrasco-Ribelles LA, Marin-Morales J, Molina CA, Raya MA. Feasibility of virtual reality and machine learning to assess personality traits in an organizational environment. Front Psychol 2024; 15:1342018. [PMID: 39114589 PMCID: PMC11305179 DOI: 10.3389/fpsyg.2024.1342018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 05/27/2024] [Indexed: 08/10/2024] Open
Abstract
Introduction Personality plays a crucial role in shaping an individual's interactions with the world. The Big Five personality traits are widely used frameworks that help describe people's psychological behaviours. These traits predict how individuals behave within an organizational setting. Methods In this article, we introduce a virtual reality (VR) strategy for relatively scoring an individual's personality to evaluate the feasibility of predicting personality traits from implicit measures captured from users interacting in VR simulations of different organizational situations. Specifically, eye-tracking and decision-making patterns were used to classify individuals according to their level in each of the Big Five dimensions using statistical machine learning (ML) methods. The virtual environment was designed using an evidence-centered design approach. Results The dimensions were assessed using NEO-FFI inventory. A random forest ML model provided 83% accuracy in predicting agreeableness. A k-nearest neighbour ML model provided 75%, 75%, and 77% accuracy in predicting openness, neuroticism, and conscientiousness, respectively. A support vector machine model provided 85% accuracy for predicting extraversion. These analyses indicated that the dimensions could be differentiated by eye-gaze patterns and behaviours during immersive VR. Discussion Eye-tracking measures contributed more significantly to this differentiation than the behavioural metrics. Currently, we have obtained promising results with our group of participants, but to ensure the robustness and generalizability of our findings, it is imperative to replicate the study with a considerably larger sample. This study demonstrates the potential of VR and ML to recognize personality traits.
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Affiliation(s)
- Elena Parra Vargas
- Laboratory of Immersive Neurotechnologies (LabLENI) – Institute Human-Tech, Valencia, Spain
| | | | - Javier Marin-Morales
- Laboratory of Immersive Neurotechnologies (LabLENI) – Institute Human-Tech, Valencia, Spain
| | - Carla Ayuso Molina
- Laboratory of Immersive Neurotechnologies (LabLENI) – Institute Human-Tech, Valencia, Spain
| | - Mariano Alcañiz Raya
- Laboratory of Immersive Neurotechnologies (LabLENI) – Institute Human-Tech, Valencia, Spain
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Tchabovsky AV, Surkova EN, Savinetskaya LE. Multi-assay approach shows species-associated personality patterns in two socially distinct gerbil species. PLoS One 2024; 19:e0296214. [PMID: 38625985 PMCID: PMC11020386 DOI: 10.1371/journal.pone.0296214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 02/28/2024] [Indexed: 04/18/2024] Open
Abstract
We aimed to investigate whether two closely related but socially distinct species of gerbils differ in personality patterns. Using a suit of multivariate repeated assays (docility test, dark-light emergence test, startle test, novel object test, elevated platform test, and stranger test), we assessed contextual and temporal consistency of docility, boldness, exploration, anxiety, and sociability in the solitary midday gerbil, Meriones meridianus, and social Mongolian gerbil, M. unguiculatus. We revealed contextually consistent and highly repeatable sex-independent but species-specific personality traits. Species differed in temporal repeatability of different behaviours, and contextual consistency was more pronounced in solitary M. meridianus than in social M. unguiculatus. This finding contradicts the social niche specialization hypothesis, which suggests that personality traits should be more consistent in more social species. Instead, we hypothesize that social complexity should favour more flexible and less consistent behavioural traits. The habituation effect indicative of learning abilities was weak in both species yet stronger in social M. unguiculatus, supporting the relationship between the sociality level and cognitive skills. In both species, only a few different behavioural traits covaried, and the sets of correlated behaviours were species-specific such that the two species did not share any pair of correlated traits. Between-species differences in personality traits, habituation, and behavioural syndromes may be linked to differences in sociality. The lack of prominent behavioural syndromes is consistent with the idea that context-specific individual behavioural traits might be favoured to allow more flexible and adequate responses to changing environments than syndromes of correlated functionally different behaviours.
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Affiliation(s)
- Andrey V. Tchabovsky
- Laboratory for Population Ecology, Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia
| | - Elena N. Surkova
- Laboratory for Population Ecology, Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia
| | - Ludmila E. Savinetskaya
- Laboratory for Population Ecology, Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia
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