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      Extending the MaqFACS to measure facial movement in Japanese macaques ( Macaca fuscata) reveals a wide repertoire potential

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      PLoS ONE
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          Abstract

          Facial expressions are complex and subtle signals, central for communication and emotion in social mammals. Traditionally, facial expressions have been classified as a whole, disregarding small but relevant differences in displays. Even with the same morphological configuration different information can be conveyed depending on the species. Due to a hardwired processing of faces in the human brain, humans are quick to attribute emotion, but have difficulty in registering facial movement units. The well-known human FACS (Facial Action Coding System) is the gold standard for objectively measuring facial expressions, and can be adapted through anatomical investigation and functional homologies for cross-species systematic comparisons. Here we aimed at developing a FACS for Japanese macaques, following established FACS methodology: first, we considered the species’ muscular facial plan; second, we ascertained functional homologies with other primate species; and finally, we categorised each independent facial movement into Action Units (AUs). Due to similarities in the rhesus and Japanese macaques’ facial musculature, the MaqFACS (previously developed for rhesus macaques) was used as a basis to extend the FACS tool to Japanese macaques, while highlighting the morphological and appearance changes differences between the two species. We documented 19 AUs, 15 Action Descriptors (ADs) and 3 Ear Action Units (EAUs) in Japanese macaques, with all movements of MaqFACS found in Japanese macaques. New movements were also observed, indicating a slightly larger repertoire than in rhesus or Barbary macaques. Our work reported here of the MaqFACS extension for Japanese macaques, when used together with the MaqFACS, comprises a valuable objective tool for the systematic and standardised analysis of facial expressions in Japanese macaques. The MaqFACS extension for Japanese macaques will now allow the investigation of the evolution of communication and emotion in primates, as well as contribute to improving the welfare of individuals, particularly in captivity and laboratory settings.

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          Most cited references92

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          Human-like social skills in dogs?

          Domestic dogs are unusually skilled at reading human social and communicative behavior--even more so than our nearest primate relatives. For example, they use human social and communicative behavior (e.g. a pointing gesture) to find hidden food, and they know what the human can and cannot see in various situations. Recent comparisons between canid species suggest that these unusual social skills have a heritable component and initially evolved during domestication as a result of selection on systems mediating fear and aggression towards humans. Differences in chimpanzee and human temperament suggest that a similar process may have been an important catalyst leading to the evolution of unusual social skills in our own species. The study of convergent evolution provides an exciting opportunity to gain further insights into the evolutionary processes leading to human-like forms of cooperation and communication.
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            Darwin, deception, and facial expression.

            PAUL EKMAN (2003)
            Darwin did not focus on deception. Only a few sentences in his book mentioned the issue. One of them raised the very interesting question of whether it is difficult to voluntarily inhibit the emotional expressions that are most difficult to voluntarily fabricate. Another suggestion was that it would be possible to unmask a fabricated expression by the absence of the difficult-to-voluntarily-generate facial actions. Still another was that during emotion body movements could be more easily suppressed than facial expression. Research relevant to each of Darwin's suggestions is reviewed, as is other research on deception that Darwin did not foresee.
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              Felt, false, and miserable smiles

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: ResourcesRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: ValidationRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: Project administrationRole: ResourcesRole: SupervisionRole: VisualizationRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                7 January 2021
                2021
                : 16
                : 1
                : e0245117
                Affiliations
                [1 ] Primate Research Institute, Kyoto University, Inuyama, Aichi, Japan
                [2 ] School of Psychology, University of Lincoln, Lincoln, Lincolnshire, United Kingdom
                CEA, FRANCE
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-2819-6039
                https://orcid.org/0000-0001-6502-655X
                Article
                PONE-D-20-18871
                10.1371/journal.pone.0245117
                7790396
                33411716
                a1de3d40-04d9-4b14-8c3e-503744d97c8c
                © 2021 Correia-Caeiro et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 29 June 2020
                : 23 December 2020
                Page count
                Figures: 17, Tables: 3, Pages: 34
                Funding
                This research was supported by Research Units for Exploring Future Horizons (Human & Nature Interlaced Life Science) under Kyoto University Research Coordination Alliance and supported in part by Cooperation Research Program of Wildlife Research Center, Kyoto University. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and life sciences
                Organisms
                Eukaryota
                Animals
                Vertebrates
                Amniotes
                Mammals
                Primates
                Monkeys
                Old World monkeys
                Macaque
                Biology and life sciences
                Zoology
                Animals
                Vertebrates
                Amniotes
                Mammals
                Primates
                Monkeys
                Old World monkeys
                Macaque
                Biology and Life Sciences
                Anatomy
                Head
                Face
                Medicine and Health Sciences
                Anatomy
                Head
                Face
                Biology and Life Sciences
                Biomechanics
                Musculoskeletal Mechanics
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                Research and Analysis Methods
                Animal Studies
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                Rhesus Monkeys
                Biology and life sciences
                Organisms
                Eukaryota
                Animals
                Vertebrates
                Amniotes
                Mammals
                Primates
                Monkeys
                Old World monkeys
                Macaque
                Rhesus Monkeys
                Biology and life sciences
                Zoology
                Animals
                Vertebrates
                Amniotes
                Mammals
                Primates
                Monkeys
                Old World monkeys
                Macaque
                Rhesus Monkeys
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                Anatomy
                Head
                Face
                Lips
                Medicine and Health Sciences
                Anatomy
                Head
                Face
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                Anatomy
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                Lips
                Medicine and Health Sciences
                Anatomy
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                Psychology
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                Facial Expressions
                Biology and Life Sciences
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                Medicine and Health Sciences
                Anatomy
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                Biology and Life Sciences
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