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Miolla A, Cardaioli M, Scarpazza C. Padova Emotional Dataset of Facial Expressions (PEDFE): A unique dataset of genuine and posed emotional facial expressions. Behav Res Methods 2023; 55:2559-2574. [PMID: 36002622 PMCID: PMC10439033 DOI: 10.3758/s13428-022-01914-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/15/2022] [Indexed: 11/08/2022]
Abstract
Facial expressions are among the most powerful signals for human beings to convey their emotional states. Indeed, emotional facial datasets represent the most effective and controlled method of examining humans' interpretation of and reaction to various emotions. However, scientific research on emotion mainly relied on static pictures of facial expressions posed (i.e., simulated) by actors, creating a significant bias in emotion literature. This dataset tries to fill this gap, providing a considerable amount (N = 1458) of dynamic genuine (N = 707) and posed (N = 751) clips of the six universal emotions from 56 participants. The dataset is available in two versions: original clips, including participants' body and background, and modified clips, where only the face of participants is visible. Notably, the original dataset has been validated by 122 human raters, while the modified dataset has been validated by 280 human raters. Hit rates for emotion and genuineness, as well as the mean, standard deviation of genuineness, and intensity perception, are provided for each clip to allow future users to select the most appropriate clips needed to answer their scientific questions.
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Affiliation(s)
- A. Miolla
- Department of General Psychology, University of Padua, Padua, Italy
| | - M. Cardaioli
- Department of Mathematics, University of Padua, Padua, Italy
- GFT Italy, Milan, Italy
| | - C. Scarpazza
- Department of General Psychology, University of Padua, Padua, Italy
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Gallezot C, Riad R, Titeux H, Lemoine L, Montillot J, Sliwinski A, Bagnou JH, Cao XN, Youssov K, Dupoux E, Bachoud Levi AC. Emotion expression through spoken language in Huntington Disease. Cortex 2022; 155:150-161. [DOI: 10.1016/j.cortex.2022.05.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 05/18/2022] [Accepted: 05/29/2022] [Indexed: 11/26/2022]
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3
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Mood and emotional disorders associated with parkinsonism, Huntington disease, and other movement disorders. HANDBOOK OF CLINICAL NEUROLOGY 2021; 183:175-196. [PMID: 34389117 DOI: 10.1016/b978-0-12-822290-4.00015-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
This chapter provides a review of mood, emotional disorders, and emotion processing deficits associated with diseases that cause movement disorders, including Parkinson's disease, Lewy body dementia, multiple system atrophy, progressive supranuclear palsy, corticobasal degeneration, frontotemporal dementia with parkinsonism, Huntington's disease, essential tremor, dystonia, and tardive dyskinesia. For each disorder, a clinical description of the common signs and symptoms, disease progression, and epidemiology is provided. Then the mood and emotional disorders associated with each of these diseases are described and discussed in terms of clinical presentation, incidence, prevalence, and alterations in quality of life. Alterations of emotion communication, such as affective speech prosody and facial emotional expression, associated with these disorders are also discussed. In addition, if applicable, deficits in gestural and lexical/verbal emotion are reviewed. Throughout the chapter, the relationships among mood and emotional disorders, alterations of emotional experiences, social communication, and quality of life, as well as treatment, are emphasized.
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4
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Recognition of emotion from subtle and non-stereotypical dynamic facial expressions in Huntington's disease. Cortex 2020; 126:343-354. [DOI: 10.1016/j.cortex.2020.01.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Revised: 08/31/2019] [Accepted: 01/27/2020] [Indexed: 11/19/2022]
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Williams JHG, Huggins CF, Zupan B, Willis M, Van Rheenen TE, Sato W, Palermo R, Ortner C, Krippl M, Kret M, Dickson JM, Li CSR, Lowe L. A sensorimotor control framework for understanding emotional communication and regulation. Neurosci Biobehav Rev 2020; 112:503-518. [PMID: 32070695 PMCID: PMC7505116 DOI: 10.1016/j.neubiorev.2020.02.014] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 01/22/2020] [Accepted: 02/11/2020] [Indexed: 12/12/2022]
Abstract
Our research team was asked to consider the relationship of the neuroscience of sensorimotor control to the language of emotions and feelings. Actions are the principal means for the communication of emotions and feelings in both humans and other animals, and the allostatic mechanisms controlling action also apply to the regulation of emotional states by the self and others. We consider how motor control of hierarchically organised, feedback-based, goal-directed action has evolved in humans, within a context of consciousness, appraisal and cultural learning, to serve emotions and feelings. In our linguistic analysis, we found that many emotion and feelings words could be assigned to stages in the sensorimotor learning process, but the assignment was often arbitrary. The embodied nature of emotional communication means that action words are frequently used, but that the meanings or senses of the word depend on its contextual use, just as the relationship of an action to an emotion is also contextually dependent.
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Affiliation(s)
- Justin H G Williams
- University of Aberdeen, Institute of Medical Sciences, Foresterhill, AB25 2ZD, Scotland, United Kingdom.
| | - Charlotte F Huggins
- University of Aberdeen, Institute of Medical Sciences, Foresterhill, AB25 2ZD, Scotland, United Kingdom
| | - Barbra Zupan
- Central Queensland University, School of Health, Medical and Applied Sciences, Bruce Highway, Rockhampton, QLD 4702, Australia
| | - Megan Willis
- Australian Catholic University, School of Psychology, ARC Centre for Excellence in Cognition and its Disorders, Sydney, NSW 2060, Australia
| | - Tamsyn E Van Rheenen
- University of Melbourne, Melbourne Neuropsychiatry Centre, Department of Psychiatry, 161 Barry Street, Carlton, VIC 3053, Australia
| | - Wataru Sato
- Kyoto University, Kokoro Research Centre, 46 Yoshidashimoadachicho, Sakyo Ward, Kyoto, 606-8501, Japan
| | - Romina Palermo
- University of Western Australia, School of Psychological Science, Perth, WA, 6009, Australia
| | - Catherine Ortner
- Thompson Rivers University, Department of Psychology, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
| | - Martin Krippl
- Otto von Guericke University Magdeburg, Faculty of Natural Sciences, Department of Psychology, Universitätsplatz 2, Magdeburg, 39106, Germany
| | - Mariska Kret
- Leiden University, Cognitive Psychology, Pieter de la Court, Waassenaarseweg 52, Leiden, 2333 AK, the Netherlands
| | - Joanne M Dickson
- Edith Cowan University, Psychology Department, School of Arts and Humanities, 270 Joondalup Dr, Joondalup, WA 6027, Australia
| | - Chiang-Shan R Li
- Yale University, Connecticut Mental Health Centre, S112, 34 Park Street, New Haven, CT 06519-1109, USA
| | - Leroy Lowe
- Neuroqualia, Room 229A, Forrester Hall, 36 Arthur Street, Truro, Nova Scotia, B2N 1X5, Canada
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6
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Kordsachia CC, Labuschagne I, Andrews SC, Stout JC. Diminished facial EMG responses to disgusting scenes and happy and fearful faces in Huntington's disease. Cortex 2018; 106:185-199. [PMID: 30005370 DOI: 10.1016/j.cortex.2018.05.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 04/20/2018] [Accepted: 05/27/2018] [Indexed: 11/30/2022]
Abstract
Huntington's disease (HD) is a neurodegenerative disorder associated with impaired facial emotion recognition and altered subjective experience of emotion. These impairments likely result from the effects of the disease on underlying neurobiological mechanisms. Studies using self-report to examine emotional experiences have been ambiguous regarding whether experiences are diminished or exaggerated, possibly due to cognitive impairment and lack of insight in HD. To infer affective states more objectively and overcome the limitations of self-report, we used facial EMG to measure muscle responses to emotionally-evocative scenes. Further, we examined muscle responses to emotionally-expressive faces, because facial mimicry is thought to facilitate emotion recognition and social affiliation. Twenty-three HD participants (late pre-manifest and early symptomatic) were compared to twenty-five healthy controls in a scene condition and a face condition. EMG activity was measured from facial muscles associated with expressing particular emotions: 1) corrugator supercilii for anger, 2) frontalis for fear, 3) levator labii for disgust, and 4) both zygomaticus major and orbicularis oculi for happiness. Compared to controls, HD participants showed diminished responses to disgusting scenes, and to happy and fearful faces. Our findings provide evidence for a loss of disgust experience in HD. Further, consistent with the alleged affiliative function of facial mimicry, diminished mimicry responses may be relevant to social-emotional changes in HD. Our findings help understand the neural mechanisms underlying emotion processing impairments in HD.
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Affiliation(s)
- Catarina C Kordsachia
- Monash Institute of Cognitive and Clinical Neurosciences (MICCN), School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Izelle Labuschagne
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Fitzroy, Melbourne, Australia
| | - Sophie C Andrews
- Monash Institute of Cognitive and Clinical Neurosciences (MICCN), School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Julie C Stout
- Monash Institute of Cognitive and Clinical Neurosciences (MICCN), School of Psychological Sciences, Monash University, Melbourne, Australia.
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Trinkler I, Devignevielle S, Achaibou A, Ligneul RV, Brugières P, Cleret de Langavant L, De Gelder B, Scahill R, Schwartz S, Bachoud-Lévi AC. Embodied emotion impairment in Huntington's Disease. Cortex 2017; 92:44-56. [DOI: 10.1016/j.cortex.2017.02.019] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 02/08/2017] [Accepted: 02/22/2017] [Indexed: 12/24/2022]
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Beyond emotion recognition deficits: A theory guided analysis of emotion processing in Huntington’s disease. Neurosci Biobehav Rev 2017; 73:276-292. [DOI: 10.1016/j.neubiorev.2016.11.020] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Revised: 10/21/2016] [Accepted: 11/03/2016] [Indexed: 11/22/2022]
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Trinkler I, Cleret de Langavant L, Bachoud-Lévi AC. Joint recognition–expression impairment of facial emotions in Huntington's disease despite intact understanding of feelings. Cortex 2013; 49:549-58. [DOI: 10.1016/j.cortex.2011.12.003] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2011] [Revised: 07/28/2011] [Accepted: 10/18/2011] [Indexed: 12/30/2022]
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KNYAZEV GENNADYG, BARCHARD KIMBERLYA, RAZUMNIKOVA OLGAM, MITROFANOVA LARISAG. The relationship of positive and negative expressiveness to the processing of emotion information. Scand J Psychol 2012; 53:206-15. [DOI: 10.1111/j.1467-9450.2012.00941.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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