1
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Di Bello F, Falcone R, Genovesio A. Simultaneous oscillatory encoding of "hot" and "cold" information during social interactions in the monkey medial prefrontal cortex. iScience 2024; 27:109559. [PMID: 38646179 PMCID: PMC11033171 DOI: 10.1016/j.isci.2024.109559] [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: 08/04/2023] [Revised: 11/27/2023] [Accepted: 03/22/2024] [Indexed: 04/23/2024] Open
Abstract
Social interactions in primates require social cognition abilities such as anticipating the partner's future choices as well as pure cognitive skills involving processing task-relevant information. The medial prefrontal cortex (mPFC) has been implicated in these cognitive processes. Here, we investigated the neural oscillations underlying the complex social behaviors involving the interplay of social roles (Actor vs. Observer) and interaction types (whether working with a "Good" or "Bad" partner). We found opposite power modulations of the beta and gamma bands by social roles, indicating dedicated processing for task-related information. Concurrently, the interaction type was conveyed by lower frequencies, which are commonly associated with neural circuits linked to performance and reward monitoring. Thus, the mPFC exhibits parallel coding of both "cold" processes (purely cognitive) and "hot" processes (reward and social-related). This allocation of neural resources gives the mPFC a key neural node, flexibly integrating multiple sources of information during social interactions.
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Affiliation(s)
- Fabio Di Bello
- Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy
| | - Rossella Falcone
- Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy
- Leo M. Davidoff Department of Neurological Surgery, Albert Einstein College of Medicine Montefiore Medical Center Bronx, Bronx, NY, USA
| | - Aldo Genovesio
- Department of Physiology and Pharmacology, Sapienza University of Rome, Rome, Italy
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2
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Ballesta S, Meunier H. Is this worth the trouble? Strategic conflict management in Tonkean macaques. iScience 2023; 26:108176. [PMID: 37915605 PMCID: PMC10616331 DOI: 10.1016/j.isci.2023.108176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/20/2023] [Accepted: 10/09/2023] [Indexed: 11/03/2023] Open
Abstract
Conflict management entails preventing and repairing damages resulting from social conflicts. While previous research has emphasized post-conflict actions like reconciliation, the understanding of how primates weigh the costs and benefits of conflict remains limited. Uncovering this hidden but fundamental aspect of conflict management requires addressing actively avoided social conflicts. In a study involving semi-free ranging Tonkean macaques, individuals were presented with social dilemmas: displacing a peer to access a preferred juice reward or opting for a peer-free but less preferred one to avoid conflict. The results showed that subjects attributed a cost to the social conflict and did not demonstrate a systematic drive to dominate. Decision modeling revealed integration of peer hierarchy and reward subjective value, with subjects' own social rank impacting the balance between these social and economic dimensions. Overall, this research highlights how primates strategically address group cohesion and peacekeeping, sometimes at the expense of personal preferences.
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Affiliation(s)
- Sébastien Ballesta
- Laboratoire de Neurosciences Cognitives et Adaptatives, UMR 7364, Strasbourg, France
- Centre de Primatologie de l’Université de Strasbourg, Niederhausbergen, France
| | - Hélène Meunier
- Laboratoire de Neurosciences Cognitives et Adaptatives, UMR 7364, Strasbourg, France
- Centre de Primatologie de l’Université de Strasbourg, Niederhausbergen, France
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3
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Testard C, Tremblay S, Parodi F, DiTullio RW, Acevedo-Ithier A, Gardiner K, Kording KP, Platt M. Neural signatures of natural behavior in socializing macaques. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.05.547833. [PMID: 37461580 PMCID: PMC10349985 DOI: 10.1101/2023.07.05.547833] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Our understanding of the neurobiology of primate behavior largely derives from artificial tasks in highly-controlled laboratory settings, overlooking most natural behaviors primate brains evolved to produce1. In particular, how primates navigate the multidimensional social relationships that structure daily life and shape survival and reproductive success remains largely unexplored at the single neuron level. Here, we combine ethological analysis with new wireless recording technologies to uncover neural signatures of natural behavior in unrestrained, socially interacting pairs of rhesus macaques within a larger colony. Population decoding of single neuron activity in prefrontal and temporal cortex unveiled robust encoding of 24 species-typical behaviors, which was strongly modulated by the presence and identity of surrounding monkeys. Male-female partners demonstrated near-perfect reciprocity in grooming, a key behavioral mechanism supporting friendships and alliances, and neural activity maintained a running account of these social investments. When confronted with an aggressive intruder, behavioral and neural population responses reflected empathy and were buffered by the presence of a partner. Surprisingly, neural signatures in prefrontal and temporal cortex were largely indistinguishable and irreducible to visual and motor contingencies. By employing an ethological approach to the study of primate neurobiology, we reveal a highly-distributed neurophysiological record of social dynamics, a potential computational foundation supporting communal life in primate societies, including our own.
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4
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Moeller S, Unakafov AM, Fischer J, Gail A, Treue S, Kagan I. Human and macaque pairs employ different coordination strategies in a transparent decision game. eLife 2023; 12:e81641. [PMID: 36633125 PMCID: PMC9937648 DOI: 10.7554/elife.81641] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 12/28/2022] [Indexed: 01/13/2023] Open
Abstract
Many real-world decisions in social contexts are made while observing a partner's actions. To study dynamic interactions during such decisions, we developed a setup where two agents seated face-to-face to engage in game-theoretical tasks on a shared transparent touchscreen display ('transparent games'). We compared human and macaque pairs in a transparent version of the coordination game 'Bach-or-Stravinsky', which entails a conflict about which of two individually-preferred opposing options to choose to achieve coordination. Most human pairs developed coordinated behavior and adopted dynamic turn-taking to equalize the payoffs. All macaque pairs converged on simpler, static coordination. Remarkably, two animals learned to coordinate dynamically after training with a human confederate. This pair selected the faster agent's preferred option, exhibiting turn-taking behavior that was captured by modeling the visibility of the partner's action before one's own movement. Such competitive turn-taking was unlike the prosocial turn-taking in humans, who equally often initiated switches to and from their preferred option. Thus, the dynamic coordination is not restricted to humans but can occur on the background of different social attitudes and cognitive capacities in rhesus monkeys. Overall, our results illustrate how action visibility promotes the emergence and maintenance of coordination when agents can observe and time their mutual actions.
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Affiliation(s)
- Sebastian Moeller
- Cognitive Neuroscience Laboratory, German Primate Center – Leibniz Institute for Primate ResearchGöttingenGermany
- Leibniz ScienceCampus Primate CognitionGöttingenGermany
| | - Anton M Unakafov
- Cognitive Neuroscience Laboratory, German Primate Center – Leibniz Institute for Primate ResearchGöttingenGermany
- Leibniz ScienceCampus Primate CognitionGöttingenGermany
- Georg-Elias-Müller-Institute of Psychology, University of GottingenGöttingenGermany
- Max Planck Institute for Dynamics and Self-OrganizationGöttingenGermany
- Campus Institute for Dynamics of Biological NetworksGottingenGermany
| | - Julia Fischer
- Leibniz ScienceCampus Primate CognitionGöttingenGermany
- Cognitive Ethology Laboratory, German Primate Center – Leibniz Institute for Primate ResearchGöttingenGermany
- Department of Primate Cognition, Johann-Friedrich-Blumenbach Institute for Zoology and Anthropology, University of GottingenGöttingenGermany
| | - Alexander Gail
- Cognitive Neuroscience Laboratory, German Primate Center – Leibniz Institute for Primate ResearchGöttingenGermany
- Leibniz ScienceCampus Primate CognitionGöttingenGermany
- Georg-Elias-Müller-Institute of Psychology, University of GottingenGöttingenGermany
- Bernstein Center for Computational NeuroscienceGöttingenGermany
| | - Stefan Treue
- Cognitive Neuroscience Laboratory, German Primate Center – Leibniz Institute for Primate ResearchGöttingenGermany
- Leibniz ScienceCampus Primate CognitionGöttingenGermany
- Georg-Elias-Müller-Institute of Psychology, University of GottingenGöttingenGermany
- Bernstein Center for Computational NeuroscienceGöttingenGermany
| | - Igor Kagan
- Cognitive Neuroscience Laboratory, German Primate Center – Leibniz Institute for Primate ResearchGöttingenGermany
- Leibniz ScienceCampus Primate CognitionGöttingenGermany
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5
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OUP accepted manuscript. Cereb Cortex 2022; 32:4512-4523. [DOI: 10.1093/cercor/bhab499] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 12/05/2021] [Accepted: 12/06/2021] [Indexed: 11/14/2022] Open
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6
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Li SW, Williams ZM, Báez-Mendoza R. Investigating the Neurobiology of Abnormal Social Behaviors. Front Neural Circuits 2021; 15:769314. [PMID: 34916912 PMCID: PMC8670406 DOI: 10.3389/fncir.2021.769314] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 11/11/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- S William Li
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.,Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, United States
| | - Ziv M Williams
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.,Harvard-MIT Division of Health Sciences and Technology, Boston, MA, United States.,Program in Neuroscience, Harvard Medical School, Boston, MA, United States
| | - Raymundo Báez-Mendoza
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
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7
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Báez-Mendoza R, Mastrobattista EP, Wang AJ, Williams ZM. Social agent identity cells in the prefrontal cortex of interacting groups of primates. Science 2021; 374:eabb4149. [PMID: 34672743 DOI: 10.1126/science.abb4149] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Raymundo Báez-Mendoza
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Emma P Mastrobattista
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Amy J Wang
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Ziv M Williams
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.,Harvard-MIT Division of Health Sciences and Technology, Boston, MA 02115, USA.,Program in Neuroscience, Harvard Medical School, Boston, MA 02115, USA
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8
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Basile BM, Joiner JA, Dal Monte O, Fagan NA, Karaskiewicz CL, Lucas DR, Chang SWC, Murray EA. Autonomic arousal tracks outcome salience not valence in monkeys making social decisions. Behav Neurosci 2021; 135:443-452. [PMID: 34264694 PMCID: PMC8489567 DOI: 10.1037/bne0000424] [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] [Indexed: 11/08/2022]
Abstract
The evolutionary and neural underpinnings of human prosociality are still being identified. A growing body of evidence suggests that some species find the sight of another individual receiving a reward reinforcing, called vicarious reinforcement, and that this capacity is supported by a network of brain areas including the anterior cingulate cortex (ACC) and the amygdala. At the same time, analyses of autonomic arousal have been increasingly used to contextualize and guide neural research, especially for studies of reward processing. Here, we characterized the autonomic pupil response of eight monkeys across two laboratories in two different versions of a vicarious reinforcement paradigm. Monkeys were cued as to whether an upcoming reward would be delivered to them, another monkey, or nobody and could accept or decline the offer. As expected, all monkeys in both laboratories showed a marked preference for juice to the self, together with a reliable prosocial preference for juice to a social partner compared to juice to nobody. However, contrary to our expectations, we found that pupils were widest in anticipation of juice to the self, moderately sized in anticipation of juice to nobody, and narrowest in anticipation of juice to a social partner. This effect was seen across both laboratories and regardless of specific task parameters. The seemingly paradoxical pupil effect can be explained by a model in which pupil size tracks outcome salience, prosocial tendencies track outcome valence, and the relation between salience and valence is U-shaped. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Benjamin M. Basile
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Jessica A. Joiner
- Department of Psychology, Yale University, New Haven, CT, 06511, USA
| | - Olga Dal Monte
- Department of Psychology, Yale University, New Haven, CT, 06511, USA
- Department of Psychology, University of Turin, Torino, Italy
| | - Nicholas A. Fagan
- Department of Psychology, Yale University, New Haven, CT, 06511, USA
| | - Chloe L. Karaskiewicz
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Daniel R. Lucas
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Steve W. C. Chang
- Department of Psychology, Yale University, New Haven, CT, 06511, USA
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, 06520, USA
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT, 06520, USA
| | - Elisabeth A. Murray
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, 20892, USA
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9
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Gilardeau S, Cirillo R, Jazayeri M, Dupuis C, Wirth S, Duhamel JR. Two functions of the primate amygdala in social gaze. Neuropsychologia 2021; 157:107881. [PMID: 33961862 DOI: 10.1016/j.neuropsychologia.2021.107881] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 12/07/2020] [Accepted: 04/26/2021] [Indexed: 11/29/2022]
Abstract
Appropriate gaze interaction is essential for primate social life. Prior studies have suggested the involvement of the amygdala in processing eye cues but its role in gaze behavior during live social exchanges remains unknown. We recorded the activity of neurons in the amygdala of two monkeys as they engaged in spontaneous visual interactions. We showed that monkeys adjust their oculomotor behavior and actively seek to interact with each other through mutual gaze. During fixations on the eye region, some amygdala neurons responded with short latency and more strongly to mutual than non-reciprocal gaze (averted gaze). Other neurons responded with long latency and were more strongly modulated by active, self-terminated mutual gaze fixations than by passively terminated ones. These results suggest that the amygdala not only participates to the evaluation of eye contact, but also plays a role in the timing of fixations which is crucial for adaptive social interactions through gaze.
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Affiliation(s)
- Sophie Gilardeau
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Rossella Cirillo
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Mina Jazayeri
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Chloé Dupuis
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Sylvia Wirth
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Jean-René Duhamel
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France.
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10
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Cléry JC, Hori Y, Schaeffer DJ, Menon RS, Everling S. Neural network of social interaction observation in marmosets. eLife 2021; 10:e65012. [PMID: 33787492 PMCID: PMC8024015 DOI: 10.7554/elife.65012] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 03/29/2021] [Indexed: 11/13/2022] Open
Abstract
A crucial component of social cognition is to observe and understand the social interactions of other individuals. A promising nonhuman primate model for investigating the neural basis of social interaction observation is the common marmoset (Callithrix jacchus), a small New World primate that shares a rich social repertoire with humans. Here, we used functional magnetic resonance imaging acquired at 9.4 T to map the brain areas activated by social interaction observation in awake marmosets. We discovered a network of subcortical and cortical areas, predominately in the anterior lateral frontal and medial frontal cortex, that was specifically activated by social interaction observation. This network resembled that recently identified in Old World macaque monkeys. Our findings suggest that this network is largely conserved between New and Old World primates and support the use of marmosets for studying the neural basis of social cognition.
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Affiliation(s)
- Justine C Cléry
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, The University of Western OntarioLondonCanada
| | - Yuki Hori
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, The University of Western OntarioLondonCanada
| | - David J Schaeffer
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, The University of Western OntarioLondonCanada
- University of Pittsburgh, Department of NeurobiologyPittsburghUnited States
| | - Ravi S Menon
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, The University of Western OntarioLondonCanada
- Department of Physiology and Pharmacology, The University of Western OntarioLondonCanada
| | - Stefan Everling
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, The University of Western OntarioLondonCanada
- Department of Physiology and Pharmacology, The University of Western OntarioLondonCanada
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11
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Isoda M. The Role of the Medial Prefrontal Cortex in Moderating Neural Representations of Self and Other in Primates. Annu Rev Neurosci 2021; 44:295-313. [PMID: 33752448 DOI: 10.1146/annurev-neuro-101420-011820] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
As a frontal node in the primate social brain, the medial prefrontal cortex (MPFC) plays a critical role in coordinating one's own behavior with respect to that of others. Current literature demonstrates that single neurons in the MPFC encode behavior-related variables such as intentions, actions, and rewards, specifically for self and other, and that the MPFC comes into play when reflecting upon oneself and others. The social moderator account of MPFC function can explain maladaptive social cognition in people with autism spectrum disorder, which tips the balance in favor of self-centered perspectives rather than taking into consideration the perspective of others. Several strands of evidence suggest a hypothesis that the MPFC represents different other mental models, depending on the context at hand, to better predict others' emotions and behaviors. This hypothesis also accounts for aberrant MPFC activity in autistic individuals while they are mentalizing others.
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Affiliation(s)
- Masaki Isoda
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Aichi 444-8585, Japan; .,Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Kanagawa 240-0193, Japan
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12
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Isoda M. Socially relative reward valuation in the primate brain. Curr Opin Neurobiol 2020; 68:15-22. [PMID: 33307380 DOI: 10.1016/j.conb.2020.11.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 11/08/2020] [Accepted: 11/10/2020] [Indexed: 11/24/2022]
Abstract
Reward valuation in social contexts is by nature relative rather than absolute; it is made in reference to others. This socially relative reward valuation is based on our propensity to conduct comparisons and competitions between self and other. Exploring its neural substrate has been an active area of research in human neuroimaging. More recently, electrophysiological investigation of the macaque brain has enabled us to understand neural mechanisms underlying this valuation process at single-neuron and network levels. Here I show that shared neural networks centered at the medial prefrontal cortex and dopamine-related subcortical regions are involved in this process in humans and nonhuman primates. Thus, socially relative reward valuation is mediated by cortico-subcortically coordinated activity linking social and reward brain networks.
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Affiliation(s)
- Masaki Isoda
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Aichi 444-8585, Japan; Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Kanagawa 240-0193, Japan.
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13
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Pryluk R, Shohat Y, Morozov A, Friedman D, Taub AH, Paz R. Shared yet dissociable neural codes across eye gaze, valence and expectation. Nature 2020; 586:95-100. [PMID: 32968281 DOI: 10.1038/s41586-020-2740-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 06/25/2020] [Indexed: 11/09/2022]
Abstract
The direction of the eye gaze of others is a prominent social cue in primates and is important for communication1-11. Although gaze can signal threat and elicit anxiety6,12,13, it remains unclear whether it shares neural circuitry with stimulus value. Notably, gaze not only has valence, but can also serve as a predictor of the outcome of a social encounter, which can be either negative or positive2,8,12,13. Here we show that the neural codes for gaze and valence overlap in primates and that they involve two different mechanisms: one for the outcome and another for its expectation. Monkeys participated in the human intruder test13,14, in which a human participant had either a direct or averted gaze, interleaved with blocks of aversive and appetitive conditioning. We find that single neurons in the amygdala encode gaze15, whereas neurons in the anterior cingulate cortex encode the social context16, but not gaze. We identify a shared population in the amygdala for which the neural responses to direct and averted gaze parallel the responses to aversive and appetitive stimulus, respectively. Furthermore, we distinguish between two neural mechanisms-an overall-activity scheme that is used for gaze and the unconditioned stimulus, and a correlated-selectivity scheme that is used for gaze and the conditioned stimulus. These findings provide insights into the origins of the neural mechanisms that underlie the computations of both social interactions and valence, and could help to shed light on mechanisms that underlie social anxiety and the comorbidity between anxiety and impaired social interactions.
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Affiliation(s)
- Raviv Pryluk
- Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel
| | - Yosef Shohat
- Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel
| | - Anna Morozov
- Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel
| | - Dafna Friedman
- Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel
| | - Aryeh H Taub
- Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel
| | - Rony Paz
- Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel.
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14
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Basile BM, Schafroth JL, Karaskiewicz CL, Chang SWC, Murray EA. The anterior cingulate cortex is necessary for forming prosocial preferences from vicarious reinforcement in monkeys. PLoS Biol 2020; 18:e3000677. [PMID: 32530910 PMCID: PMC7292358 DOI: 10.1371/journal.pbio.3000677] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 05/14/2020] [Indexed: 12/21/2022] Open
Abstract
A key feature of most social relationships is that we like seeing good things happen to others. Research has implicated the anterior cingulate cortex (ACC) in attaching value to social outcomes. For example, single neurons in macaque ACC selectively code reward delivery to the self, a partner, both monkeys, or neither monkey. Here, we assessed whether the ACC's contribution to social cognition is causal by testing rhesus monkeys (Macaca mulatta) on a vicarious reinforcement task before and after they sustained ACC lesions. Prior to surgery, actors learned that 3 different visual cues mapped onto 3 distinct reward outcomes: to self ("Self"), to the other monkey ("Other"), or to neither monkey ("Neither"). On each trial, actors saw a cue that predicted one of the 3 juice offers and could accept the offer by making a saccade to a peripheral target or reject the offer by breaking fixation. Preoperatively, all 6 actors displayed prosocial preferences, indicated by their greater tendency to give reward to Other relative to Neither. Half then received selective, bilateral, excitotoxic lesions of the ACC, and the other half served as unoperated controls. After surgery, all monkeys retained the social preferences they had demonstrated with the preoperatively learned cues, but this preference was reduced in the monkeys with ACC lesions. Critically, none of the monkeys in the ACC lesion group acquired social preferences with a new set of cues introduced after surgery. These data indicate that the primate ACC is necessary for acquisition of prosocial preferences from vicarious reinforcement.
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Affiliation(s)
- Benjamin M. Basile
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Jamie L. Schafroth
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Chloe L. Karaskiewicz
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Steve W. C. Chang
- Department of Psychology, Yale University, New Haven, Connecticut, United States of America
- Department of Neuroscience, Yale School of Medicine, New Haven, Connecticut, United States of America
- Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Elisabeth A. Murray
- Section on the Neurobiology of Learning and Memory, Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States of America
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15
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Unakafov AM, Schultze T, Gail A, Moeller S, Kagan I, Eule S, Wolf F. Emergence and suppression of cooperation by action visibility in transparent games. PLoS Comput Biol 2020; 16:e1007588. [PMID: 31917809 PMCID: PMC6975562 DOI: 10.1371/journal.pcbi.1007588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 01/22/2020] [Accepted: 12/06/2019] [Indexed: 11/18/2022] Open
Abstract
Real-world agents, humans as well as animals, observe each other during interactions and choose their own actions taking the partners' ongoing behaviour into account. Yet, classical game theory assumes that players act either strictly sequentially or strictly simultaneously without knowing each other's current choices. To account for action visibility and provide a more realistic model of interactions under time constraints, we introduce a new game-theoretic setting called transparent games, where each player has a certain probability of observing the partner's choice before deciding on its own action. By means of evolutionary simulations, we demonstrate that even a small probability of seeing the partner's choice before one's own decision substantially changes the evolutionary successful strategies. Action visibility enhances cooperation in an iterated coordination game, but reduces cooperation in a more competitive iterated Prisoner's Dilemma. In both games, "Win-stay, lose-shift" and "Tit-for-tat" strategies are predominant for moderate transparency, while a "Leader-Follower" strategy emerges for high transparency. Our results have implications for studies of human and animal social behaviour, especially for the analysis of dyadic and group interactions.
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Affiliation(s)
- Anton M. Unakafov
- Georg-Elias-Müller-Institute of Psychology, University of Goettingen, Goettingen, Germany
- Max Planck Institute for Dynamics and Self-Organization, Goettingen, Germany
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
- Campus Institute for Dynamics of Biological Networks, Goettingen, Germany
- Max Planck Institute for Experimental Medicine, Goettingen, Germany
- German Primate Center—Leibniz Institute for Primate Research, Goettingen, Germany
| | - Thomas Schultze
- Georg-Elias-Müller-Institute of Psychology, University of Goettingen, Goettingen, Germany
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
| | - Alexander Gail
- Georg-Elias-Müller-Institute of Psychology, University of Goettingen, Goettingen, Germany
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
- German Primate Center—Leibniz Institute for Primate Research, Goettingen, Germany
- Bernstein Center for Computational Neuroscience, Goettingen, Germany
| | - Sebastian Moeller
- Georg-Elias-Müller-Institute of Psychology, University of Goettingen, Goettingen, Germany
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
- German Primate Center—Leibniz Institute for Primate Research, Goettingen, Germany
| | - Igor Kagan
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
- German Primate Center—Leibniz Institute for Primate Research, Goettingen, Germany
| | - Stephan Eule
- Max Planck Institute for Dynamics and Self-Organization, Goettingen, Germany
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
- Campus Institute for Dynamics of Biological Networks, Goettingen, Germany
- German Primate Center—Leibniz Institute for Primate Research, Goettingen, Germany
| | - Fred Wolf
- Max Planck Institute for Dynamics and Self-Organization, Goettingen, Germany
- Leibniz ScienceCampus Primate Cognition, Goettingen, Germany
- Campus Institute for Dynamics of Biological Networks, Goettingen, Germany
- Max Planck Institute for Experimental Medicine, Goettingen, Germany
- Bernstein Center for Computational Neuroscience, Goettingen, Germany
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16
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Ballesta S, Reymond G, Duhamel JR. Short-Term Reciprocity in Macaque's Social Decision-Making. Front Behav Neurosci 2019; 13:225. [PMID: 31616262 PMCID: PMC6768951 DOI: 10.3389/fnbeh.2019.00225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 09/11/2019] [Indexed: 11/13/2022] Open
Abstract
Primates live in complex social environments, where individuals create meaningful networks by adapting their behavior according to past experiences with others. Although free-ranging primates do show signs of reciprocity, experiments in more controlled environments have mainly failed to reproduce such social dynamics. Hence, the cognitive and neural processes allowing monkeys to reciprocate during social exchanges remains elusive. Here, pairs of long-tailed macaques (Macaca fascicularis) took turns into a social decision task involving the delivery of positive (juice reward) or negative (airpuff) outcomes. By analyzing the contingencies of one partner's past decisions on the other's future decisions, we demonstrate the presence of reciprocity, but only for the exchange of negative outcomes. Importantly, to display this decisional bias, the monkey needs to witness its partner's decisions, since non-social deliveries of the same outcome did not have such effect. Withholding of negative outcomes also predicted future social decisions, which suggest that the observed tit-for-tat strategy may not only be motivated by retaliation after receiving an airpuff but also by the gratefulness of not having received one. These results clarify the apparent dichotomy within the scientific literature of reciprocity in non-human primates and suggest that their social cognition comprise revenge and gratitude.
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Affiliation(s)
- Sébastien Ballesta
- Centre de Neuroscience Cognitive, Centre National de la Recherche Scientifique, UMR 5229, Bron, France
- Département de Biologie Humaine, Université Lyon 1, Villeurbanne, France
| | - Gilles Reymond
- Centre de Neuroscience Cognitive, Centre National de la Recherche Scientifique, UMR 5229, Bron, France
- Département de Biologie Humaine, Université Lyon 1, Villeurbanne, France
| | - Jean-René Duhamel
- Centre de Neuroscience Cognitive, Centre National de la Recherche Scientifique, UMR 5229, Bron, France
- Département de Biologie Humaine, Université Lyon 1, Villeurbanne, France
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17
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Murphy AP, Leopold DA. A parameterized digital 3D model of the Rhesus macaque face for investigating the visual processing of social cues. J Neurosci Methods 2019; 324:108309. [PMID: 31229584 PMCID: PMC7446874 DOI: 10.1016/j.jneumeth.2019.06.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 05/31/2019] [Accepted: 06/01/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND Rhesus macaques are the most popular model species for studying the neural basis of visual face processing and social interaction using intracranial methods. However, the challenge of creating realistic, dynamic, and parametric macaque face stimuli has limited the experimental control and ethological validity of existing approaches. NEW METHOD We performed statistical analyses of in vivo computed tomography data to generate an anatomically accurate, three-dimensional representation of Rhesus macaque cranio-facial morphology. The surface structures were further edited, rigged and textured by a professional digital artist with careful reference to photographs of macaque facial expression, colouration and pelage. RESULTS The model offers precise, continuous, parametric control of craniofacial shape, emotional expression, head orientation, eye gaze direction, and many other parameters that can be adjusted to render either static or dynamic high-resolution faces. Example single-unit responses to such stimuli in macaque inferotemporal cortex demonstrate the value of parametric control over facial appearance and behaviours. COMPARISON WITH EXISTING METHOD(S) The generation of such a high-dimensionality and systematically controlled stimulus set of conspecific faces, with accurate craniofacial modelling and professional finalization of facial details, is currently not achievable using existing methods. CONCLUSIONS The results herald a new set of possibilities in adaptive sampling of a high-dimensional and socially meaningful feature space, thus opening the door to systematic testing of hypotheses about the abundant neural specialization for faces found in the primate.
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Affiliation(s)
- Aidan P Murphy
- Section on Cognitive Neurophysiology and Imaging, NIMH, Bethesda, MD, USA.
| | - David A Leopold
- Section on Cognitive Neurophysiology and Imaging, NIMH, Bethesda, MD, USA
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18
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Oberliessen L, Kalenscher T. Social and Non-social Mechanisms of Inequity Aversion in Non-human Animals. Front Behav Neurosci 2019; 13:133. [PMID: 31293399 PMCID: PMC6598742 DOI: 10.3389/fnbeh.2019.00133] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Accepted: 06/05/2019] [Indexed: 12/21/2022] Open
Abstract
Research over the last decades has shown that humans and other animals reveal behavioral and emotional responses to unequal reward distributions between themselves and other conspecifics. However, cross-species findings about the mechanisms underlying such inequity aversion are heterogeneous, and there is an ongoing discussion if inequity aversion represents a truly social phenomenon or if it is driven by non-social aspects of the task. There is not even general consensus whether inequity aversion exists in non-human animals at all. In this review article, we discuss variables that were found to affect inequity averse behavior in animals and examine mechanistic and evolutionary theories of inequity aversion. We review a range of moderator variables and focus especially on the comparison of social vs. non-social explanations of inequity aversion. Particular emphasis is placed on the importance of considering the experimental design when interpreting behavior in inequity aversion tasks: the tasks used to probe inequity aversion are often based on impunity-game-like designs in which animals are faced with unfair reward distributions, and they can choose to accept the unfair offer, or reject it, leaving them with no reward. We compare inequity-averse behavior in such impunity-game-like designs with behavior in less common choice-based designs in which animals actively choose between fair and unfair rewards distributions. This review concludes with a discussion of the different mechanistic explanations of inequity aversion, especially in light of the particular features of the different task designs, and we give suggestions on experimental requirements to understand the “true nature” of inequity aversion.
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Affiliation(s)
- Lina Oberliessen
- Comparative Psychology, Institute of Experimental Psychology, Heinrich Heine University, Düsseldorf, Germany
| | - Tobias Kalenscher
- Comparative Psychology, Institute of Experimental Psychology, Heinrich Heine University, Düsseldorf, Germany
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19
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Iqbal SN, Yin L, Drucker CB, Kuang Q, Gariépy JF, Platt ML, Pearson JM. Latent goal models for dynamic strategic interaction. PLoS Comput Biol 2019; 15:e1006895. [PMID: 30856172 PMCID: PMC6472832 DOI: 10.1371/journal.pcbi.1006895] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 04/18/2019] [Accepted: 02/20/2019] [Indexed: 11/18/2022] Open
Abstract
Understanding the principles by which agents interact with both complex environments and each other is a key goal of decision neuroscience. However, most previous studies have used experimental paradigms in which choices are discrete (and few), play is static, and optimal solutions are known. Yet in natural environments, interactions between agents typically involve continuous action spaces, ongoing dynamics, and no known optimal solution. Here, we seek to bridge this divide by using a “penalty shot” task in which pairs of monkeys competed against each other in a competitive, real-time video game. We modeled monkeys’ strategies as driven by stochastically evolving goals, onscreen positions that served as set points for a control model that produced observed joystick movements. We fit this goal-based dynamical system model using approximate Bayesian inference methods, using neural networks to parameterize players’ goals as a dynamic mixture of Gaussian components. Our model is conceptually simple, constructed of interpretable components, and capable of generating synthetic data that capture the complexity of real player dynamics. We further characterized players’ strategies using the number of change points on each trial. We found that this complexity varied more across sessions than within sessions, and that more complex strategies benefited offensive players but not defensive players. Together, our experimental paradigm and model offer a powerful combination of tools for the study of realistic social dynamics in the laboratory setting. Most studies of strategic decision making make use of simple tasks in which agents choose among only a limited number of distinct options. But real-world behavior is complex, requiring ongoing adjustment of strategies. Here, we propose a new model that is capable of reproducing the rich behavior of monkeys playing against each other in a dynamic decision task. Our model quantifies players’ goals at each moment and offers a means of performing controlled experiments via simulation. This makes possible more realistic experimental paradigms for the study of strategic decision making and social interaction.
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Affiliation(s)
- Shariq N. Iqbal
- Duke Institute for Brain Sciences, Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
| | - Lun Yin
- Duke Institute for Brain Sciences, Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
| | - Caroline B. Drucker
- Duke Institute for Brain Sciences, Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
| | - Qian Kuang
- Duke Institute for Brain Sciences, Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
| | - Jean-François Gariépy
- Duke Institute for Brain Sciences, Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
| | - Michael L. Platt
- Duke Institute for Brain Sciences, Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
- Departments of Neuroscience, Marketing, and Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - John M. Pearson
- Duke Institute for Brain Sciences, Center for Cognitive Neuroscience, Duke University, Durham, NC, USA
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
- * E-mail:
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20
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Coudé G, Toschi G, Festante F, Bimbi M, Bonaiuto J, Ferrari PF. Grasping Neurons in the Ventral Premotor Cortex of Macaques Are Modulated by Social Goals. J Cogn Neurosci 2019; 31:299-313. [PMID: 30407134 PMCID: PMC6596292 DOI: 10.1162/jocn_a_01353] [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] [Indexed: 11/04/2022]
Abstract
Although it is established that F5 neurons can distinguish between nonsocial goals such as bringing food to the mouth for eating or placing it in a container, it is not clear whether they discriminate between social and nonsocial goals. Here, we recorded single-unit activity in the ventral premotor cortex of two female macaques and used a simple reach-to-grasp motor task in which a monkey grasped an object with a precision grip in three conditions, which only differed in terms of their final goal, that is, a subsequent motor act that was either social (placing in the experimenter's hand ["Hand" condition]) or nonsocial (placing in a container ["Container" condition] or bringing to the mouth for eating ["Mouth" condition]). We found that, during the execution of the grasping motor act, the response of a sizable proportion of F5 motor neurons was modulated by the final goal of the action, with some having a preference for the social goal condition. Our results reveal that the representation of goal-directed actions in ventral premotor cortex is influenced by contextual information not only extracted from physical cues but also from cues endowed with biological or social value. Our study suggests that the activity of grasping neurons in the premotor cortex is modulated by social context.
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Affiliation(s)
- Gino Coudé
- Institut des sciences cognitives Marc Jeannerod, CNRS; Université Lyon 1
| | - Giulia Toschi
- Department of Biomedical and Neuromotor Sciences, Università di Bologna
| | - Fabrizia Festante
- Department of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa
| | - Marco Bimbi
- Department of Medicine and Surgery, Neuroscience Unit, Università di Parma
| | - James Bonaiuto
- Institut des sciences cognitives Marc Jeannerod, CNRS; Université Lyon 1
| | - Pier Francesco Ferrari
- Institut des sciences cognitives Marc Jeannerod, CNRS; Université Lyon 1
- Department of Medicine and Surgery, Neuroscience Unit, Università di Parma
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21
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Shepherd SV, Freiwald WA. Functional Networks for Social Communication in the Macaque Monkey. Neuron 2018; 99:413-420.e3. [PMID: 30017395 DOI: 10.1016/j.neuron.2018.06.027] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 05/09/2018] [Accepted: 06/15/2018] [Indexed: 11/26/2022]
Abstract
All primates communicate. To dissect the neural circuits of social communication, we used fMRI to map non-human primate brain regions for social perception, second-person (interactive) social cognition, and orofacial movement generation. Face perception, second-person cognition, and face motor networks were largely non-overlapping and acted as distinct functional units rather than an integrated feedforward-processing pipeline. Whereas second-person context selectively engaged a region of medial prefrontal cortex, production of orofacial movements recruited distributed subcortical and cortical areas in medial and lateral frontal and insular cortex. These areas exhibited some specialization, but not dissociation, of function along the medio-lateral axis. Production of lipsmack movements recruited areas including putative homologs of Broca's area. These findings provide a new view of the neural architecture for social communication and suggest expressive orofacial movements generated by lateral premotor cortex as a putative evolutionary precursor to human speech.
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Affiliation(s)
- Stephen V Shepherd
- The Laboratory of Neural Systems, The Rockefeller University, New York, NY 10065, USA.
| | - Winrich A Freiwald
- The Laboratory of Neural Systems, The Rockefeller University, New York, NY 10065, USA.
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22
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Putnam PT, Young LJ, Gothard KM. Bridging the gap between rodents and humans: The role of non-human primates in oxytocin research. Am J Primatol 2018; 80:e22756. [PMID: 29923206 DOI: 10.1002/ajp.22756] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 02/28/2018] [Accepted: 03/10/2018] [Indexed: 01/09/2023]
Abstract
Oxytocin (OT), a neuropeptide that acts in the brain as a neuromodulator, has been long known to shape maternal physiology and behavior in mammals, however its role in regulating social cognition and behavior in primates has come to the forefront only in the recent decade. Many of the current perspectives on the role of OT in modulating social behavior emerged first from studies in rodents, where invasive techniques with a high degree of precision have permitted the mechanistic dissection of OT-related behaviors, as well as their underlying neural circuits in exquisite detail. In parallel, behavioral and imaging studies in humans have suggested that brain OT may similarly influence human social behavior and neural activity. These studies in rodents and humans have spurred interest in the therapeutic potential of targeting the OT system to remedy deficits in social cognition and behavior that are present across numerous psychiatric disorders. Yet there remains a tremendous gap in our mechanistic understanding of the influence of brain OT on social neural circuitry between rodents and man. In fact, very little is known regarding the neural mechanisms by which exogenous or endogenous OT influences human social cognition, limiting its therapeutic potential. Here we discuss how non-human primates (NHPs) are uniquely positioned to now bridge the gaps in knowledge provided by the precise circuit-level approaches widely used in rodent models and the behavioral, imaging, and clinical studies in humans. This review provides a perspective on what has been achieved, and what can be expected from exploring the role of OT in shaping social behaviors in NHPs in the coming years.
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Affiliation(s)
- Philip T Putnam
- Department of Physiology, University of Arizona, Tucson, Arizona.,Silvio O. Conte Center for Oxytocin and Social Cognition, Atlanta, Georgia
| | - Larry J Young
- Silvio O. Conte Center for Oxytocin and Social Cognition, Atlanta, Georgia.,Department of Psychiatry, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia
| | - Katalin M Gothard
- Department of Physiology, University of Arizona, Tucson, Arizona.,Silvio O. Conte Center for Oxytocin and Social Cognition, Atlanta, Georgia
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23
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Ninomiya T, Noritake A, Ullsperger M, Isoda M. Performance monitoring in the medial frontal cortex and related neural networks: From monitoring self actions to understanding others' actions. Neurosci Res 2018; 137:1-10. [PMID: 29709644 DOI: 10.1016/j.neures.2018.04.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 04/11/2018] [Accepted: 04/25/2018] [Indexed: 12/15/2022]
Abstract
Action is a key channel for interacting with the outer world. As such, the ability to monitor actions and their consequences - regardless as to whether they are self-generated or other-generated - is of crucial importance for adaptive behavior. The medial frontal cortex (MFC) has long been studied as a critical node for performance monitoring in nonsocial contexts. Accumulating evidence suggests that the MFC is involved in a wide range of functions necessary for one's own performance monitoring, including error detection, and monitoring and resolving response conflicts. Recent studies, however, have also pointed to the importance of the MFC in performance monitoring under social conditions, ranging from monitoring and understanding others' actions to reading others' mental states, such as their beliefs and intentions (i.e., mentalizing). Here we review the functional roles of the MFC and related neural networks in performance monitoring in both nonsocial and social contexts, with an emphasis on the emerging field of a social systems neuroscience approach using macaque monkeys as a model system. Future work should determine the way in which the MFC exerts its monitoring function via interactions with other brain regions, such as the superior temporal sulcus in the mentalizing system and the ventral premotor cortex in the mirror system.
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Affiliation(s)
- Taihei Ninomiya
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, Okazaki, 444-8585, Japan; Department of Physiological Sciences, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Hayama, 240-0193, Japan
| | - Atsushi Noritake
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, Okazaki, 444-8585, Japan; Department of Physiological Sciences, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Hayama, 240-0193, Japan
| | - Markus Ullsperger
- Department of Neuropsychology, Faculty of Natural Sciences, Otto-von-Guericke University Magdeburg, Magdeburg, 39106, Germany; Center for Behavioral Brain Sciences, Magdeburg, 39106, Germany
| | - Masaki Isoda
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, Okazaki, 444-8585, Japan; Department of Physiological Sciences, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Hayama, 240-0193, Japan.
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24
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Abstract
Activity in a network of areas spanning the superior temporal sulcus, dorsomedial frontal cortex, and anterior cingulate cortex is concerned with how nonhuman primates negotiate the social worlds in which they live. Central aspects of these circuits are retained in humans. Activity in these areas codes for primates' interactions with one another, their attempts to find out about one another, and their attempts to prevent others from finding out too much about themselves. Moreover, important features of the social world, such as dominance status, cooperation, and competition, modulate activity in these areas. We consider the degree to which activity in these regions is simply encoding an individual's own actions and choices or whether this activity is especially and specifically concerned with social cognition. Recent advances in comparative anatomy and computational modeling may help us to gain deeper insights into the nature and boundaries of primate social cognition.
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Affiliation(s)
- Marco K Wittmann
- Department of Experimental Psychology, University of Oxford, OX1 3UD Oxford, United Kingdom; , , .,Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, OX1 3UD Oxford, United Kingdom
| | - Patricia L Lockwood
- Department of Experimental Psychology, University of Oxford, OX1 3UD Oxford, United Kingdom; , , .,Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, OX1 3UD Oxford, United Kingdom
| | - Matthew F S Rushworth
- Department of Experimental Psychology, University of Oxford, OX1 3UD Oxford, United Kingdom; , , .,Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, OX1 3UD Oxford, United Kingdom
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25
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ISODA M, NORITAKE A, NINOMIYA T. Development of social systems neuroscience using macaques. PROCEEDINGS OF THE JAPAN ACADEMY. SERIES B, PHYSICAL AND BIOLOGICAL SCIENCES 2018; 94:305-323. [PMID: 30078829 PMCID: PMC6117490 DOI: 10.2183/pjab.94.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 05/25/2018] [Indexed: 06/08/2023]
Abstract
This paper reviews the literature on social neuroscience studies using macaques in the hope of encouraging as many researchers as possible to participate in this field of research and thereby accelerate the system-level understanding of social cognition and behavior. We describe how different parts of the primate brain are engaged in different aspects of social information processing, with particular emphasis on the use of experimental paradigms involving more than one monkey in laboratory settings. The description begins with how individual neurons are used for evaluating socially relevant information, such as the identity, face, and focus of attention of others in various social contexts. A description of the neural bases of social reward processing and social action monitoring follows. Finally, we provide several perspectives on novel experimental strategies to help clarify the nature of interacting brains under more socially and ecologically plausible conditions.
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Affiliation(s)
- Masaki ISODA
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Japan
- Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan
| | - Atsushi NORITAKE
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Japan
- Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan
| | - Taihei NINOMIYA
- Division of Behavioral Development, Department of System Neuroscience, National Institute for Physiological Sciences, National Institutes of Natural Sciences, Okazaki, Japan
- Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan
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26
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Gothard KM, Mosher CP, Zimmerman PE, Putnam PT, Morrow JK, Fuglevand AJ. New perspectives on the neurophysiology of primate amygdala emerging from the study of naturalistic social behaviors. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2017; 9. [PMID: 28800678 DOI: 10.1002/wcs.1449] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 06/03/2017] [Accepted: 06/05/2017] [Indexed: 11/07/2022]
Abstract
A major challenge of primate neurophysiology, particularly in the domain of social neuroscience, is to adopt more natural behaviors without compromising the ability to relate patterns of neural activity to specific actions or sensory inputs. Traditional approaches have identified neural activity patterns in the amygdala in response to simplified versions of social stimuli such as static images of faces. As a departure from this reduced approach, single images of faces were replaced with arrays of images or videos of conspecifics. These stimuli elicited more natural behaviors and new types of neural responses: (1) attention-gated responses to faces, (2) selective responses to eye contact, and (3) selective responses to touch and somatosensory feedback during the production of facial expressions. An additional advance toward more natural social behaviors in the laboratory was the implementation of dyadic social interactions. Under these conditions, neurons encoded similarly rewards that monkeys delivered to self and to their social partner. These findings reinforce the value of bringing natural, ethologically valid, behavioral tasks under neurophysiological scrutiny. WIREs Cogn Sci 2018, 9:e1449. doi: 10.1002/wcs.1449 This article is categorized under: Psychology > Emotion and Motivation Neuroscience > Cognition Neuroscience > Physiology.
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Affiliation(s)
- Katalin M Gothard
- Department of Physiology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Clayton P Mosher
- Department of Physiology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Prisca E Zimmerman
- Department of Physiology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Philip T Putnam
- Department of Physiology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Jeremiah K Morrow
- Department of Physiology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Andrew J Fuglevand
- Department of Physiology, College of Medicine, University of Arizona, Tucson, AZ, USA
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27
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28
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Tremblay S, Sharika KM, Platt ML. Social Decision-Making and the Brain: A Comparative Perspective. Trends Cogn Sci 2017; 21:265-276. [PMID: 28214131 DOI: 10.1016/j.tics.2017.01.007] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 01/06/2017] [Accepted: 01/13/2017] [Indexed: 11/16/2022]
Abstract
The capacity and motivation to be social is a key component of the human adaptive behavioral repertoire. Recent research has identified social behaviors remarkably similar to our own in other animals, including empathy, consolation, cooperation, and strategic deception. Moreover, neurobiological studies in humans, nonhuman primates, and rodents have identified shared brain structures (the so-called 'social brain') apparently specialized to mediate such functions. Neuromodulators may regulate social interactions by 'tuning' the social brain, with important implications for treating social impairments. Here, we survey recent findings in social neuroscience from a comparative perspective, and conclude that the very social behaviors that make us human emerge from mechanisms shared widely with other animals, as well as some that appear to be unique to humans and other primates.
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Affiliation(s)
- Sébastien Tremblay
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA; Montreal Neurological Institute, McGill University, Montréal, QC, Canada
| | - K M Sharika
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael L Platt
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA; Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA; Department of Marketing, Wharton School, University of Pennsylvania, Philadelphia, PA, USA.
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29
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Social determinants of eyeblinks in adult male macaques. Sci Rep 2016; 6:38686. [PMID: 27922101 PMCID: PMC5138631 DOI: 10.1038/srep38686] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Accepted: 11/10/2016] [Indexed: 11/26/2022] Open
Abstract
Videos with rich social and emotional content elicit natural social behaviors in primates. Indeed, while watching videos of conspecifics, monkeys engage in eye contact, gaze follow, and reciprocate facial expressions. We hypothesized that the frequency and timing of eyeblinks also depends on the social signals contained in videos. We monitored the eyeblinks of four male adult macaques while they watched videos of conspecifics displaying facial expressions with direct or averted gaze. The instantaneous blink rate of all four animals decreased during videos. The temporal synchrony of blinking, however, increased in response to segments depicting appeasing or aggressive facial expressions directed at the viewer. Two of the four monkeys, who systematically reciprocated the direct gaze of the stimulus monkeys, also showed eyeblink entrainment, a temporal coordination of blinking between social partners engaged in dyadic interactions. Together, our results suggest that in macaques, as in humans, blinking depends not only on the physiological imperative to protect the eyes and spread a film of tears over the cornea, but also on several socio-emotional factors.
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Lockwood PL. The anatomy of empathy: Vicarious experience and disorders of social cognition. Behav Brain Res 2016; 311:255-266. [PMID: 27235714 PMCID: PMC4942880 DOI: 10.1016/j.bbr.2016.05.048] [Citation(s) in RCA: 138] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 05/19/2016] [Accepted: 05/23/2016] [Indexed: 12/19/2022]
Abstract
Empathy, the ability to vicariously experience and to understand the affect of other people, is fundamental for successful social-cognitive ability and behaviour. Empathy is thought to be a critical facilitator of prosocial behaviour and is disrupted in a number of psychiatric and neurological disorders. Research has begun to uncover the neural basis of such 'vicarious experience', which has been studied as a proxy measure of empathy. Together, these studies have identified portions of the insula and anterior cingulate cortex as critically involved. A key debate is whether overlapping or non-overlapping brain areas respond to personal and vicarious experience. This review will highlight emerging evidence for both types of brain response. Importantly, animal models have suggested that there are central divisions between the anterior cingulate gyrus and anterior cingulate sulcus that may be crucial for understanding social behaviour. Attention to this specific anatomy of vicarious processing could therefore help shed light on the functional profile of empathy. Studies in individuals with psychopathy and autism spectrum disorders have found that vicarious experience is atypical. However, the precise nature of these atypicalities is mixed. Understanding the mechanisms of vicarious experience can enhance our knowledge of the neural basis of empathy and, ultimately, help those with disorders of social cognition and behaviour.
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Affiliation(s)
- Patricia L Lockwood
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom.
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Abstract
Reinforcement learning theory powerfully characterizes how we learn to benefit ourselves. In this theory, prediction errors-the difference between a predicted and actual outcome of a choice-drive learning. However, we do not operate in a social vacuum. To behave prosocially we must learn the consequences of our actions for other people. Empathy, the ability to vicariously experience and understand the affect of others, is hypothesized to be a critical facilitator of prosocial behaviors, but the link between empathy and prosocial behavior is still unclear. During functional magnetic resonance imaging (fMRI) participants chose between different stimuli that were probabilistically associated with rewards for themselves (self), another person (prosocial), or no one (control). Using computational modeling, we show that people can learn to obtain rewards for others but do so more slowly than when learning to obtain rewards for themselves. fMRI revealed that activity in a posterior portion of the subgenual anterior cingulate cortex/basal forebrain (sgACC) drives learning only when we are acting in a prosocial context and signals a prosocial prediction error conforming to classical principles of reinforcement learning theory. However, there is also substantial variability in the neural and behavioral efficiency of prosocial learning, which is predicted by trait empathy. More empathic people learn more quickly when benefitting others, and their sgACC response is the most selective for prosocial learning. We thus reveal a computational mechanism driving prosocial learning in humans. This framework could provide insights into atypical prosocial behavior in those with disorders of social cognition.
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Abstract
Choice behavior requires weighing multiple decision variables, such as utility, uncertainty, delay, or effort, that combine to define a subjective value for each considered option or course of action. This capacity is based on prior learning about potential rewards (and punishments) that result from prior actions. When made in a social context, decisions can involve strategic thinking about the intentions of others and about the impact of others' behavior on one's own outcome. Valuation is also influenced by different emotions that serve to adaptively regulate our choices in order to, for example, stay away from excessively risky gambles, prevent future regrets, or avoid personal rejection or conflicts. Drawing on economic theory and on advances in the study of neuronal mechanisms, we review relevant recent experiments in nonhuman primates and clinical observations made in neurologically impaired patients suffering from impaired decision-making capacities.
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Reply to Cronin: Consistency between decision-making, gaze, and natural social behavior validates inferences on macaque social cognition. Proc Natl Acad Sci U S A 2016; 113:E1332-3. [DOI: 10.1073/pnas.1600687113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Unnatural paradigm calls into question whether macaques' social decisions represent empathy. Proc Natl Acad Sci U S A 2016; 113:E1331. [PMID: 26929320 DOI: 10.1073/pnas.1600575113] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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