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Liang J, Zhang M, Yang L, Li Y, Li Y, Wang L, Li H, Chen J, Luo W. How Linguistic and Nonlinguistic Vocalizations Shape the Perception of Emotional Faces-An Electroencephalography Study. J Cogn Neurosci 2025; 37:970-987. [PMID: 39620941 DOI: 10.1162/jocn_a_02284] [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: 04/08/2025]
Abstract
Vocal emotions are crucial in guiding visual attention toward emotionally significant environmental events, such as recognizing emotional faces. This study employed continuous EEG recordings to examine the impact of linguistic and nonlinguistic vocalizations on facial emotion processing. Participants completed a facial emotion discrimination task while viewing fearful, happy, and neutral faces. The behavioral and ERP results indicated that fearful nonlinguistic vocalizations accelerated the recognition of fearful faces and elicited a larger P1 amplitude, whereas happy linguistic vocalizations accelerated the recognition of happy faces and similarly induced a greater P1 amplitude. In recognition of fearful faces, a greater N170 component was observed in the right hemisphere when the emotional category of the priming vocalization was consistent with the face stimulus. In contrast, this effect occurred in the left hemisphere while recognizing happy faces. Representational similarity analysis revealed that the temporoparietal regions automatically differentiate between linguistic and nonlinguistic vocalizations early in face processing. In conclusion, these findings enhance our understanding of the interplay between vocalization types and facial emotion recognition, highlighting the importance of cross-modal processing in emotional perception.
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Affiliation(s)
- Junyu Liang
- South China Normal University
- Liaoning Normal University
- Key Laboratory of Brain and Cognitive Neuroscience
| | - Mingming Zhang
- Liaoning Normal University
- Key Laboratory of Brain and Cognitive Neuroscience
| | - Lan Yang
- South China Normal University
- Liaoning Normal University
- Key Laboratory of Brain and Cognitive Neuroscience
| | - Yiwen Li
- Liaoning Normal University
- Key Laboratory of Brain and Cognitive Neuroscience
- Beijing Normal University
| | - Yuchen Li
- Liaoning Normal University
- Key Laboratory of Brain and Cognitive Neuroscience
| | - Li Wang
- South China Normal University
| | | | | | - Wenbo Luo
- Liaoning Normal University
- Key Laboratory of Brain and Cognitive Neuroscience
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Manippa V, Spina AC, Cornacchia E, Malatesta G, Scaramuzzi GF, Semeraro L, De Benedictis A, Rivolta D, Taurisano P. Asymmetries run deep: the interplay between cradling bias, face recognition, autistic traits, and personality. Laterality 2025:1-19. [PMID: 40251952 DOI: 10.1080/1357650x.2025.2493184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Accepted: 04/10/2025] [Indexed: 04/21/2025]
Abstract
Personality traits are linked to a variety of cognitive and socio-emotional factors, including lateralization patterns. Autism, prosopagnosia, and atypical cradling have been associated with altered lateralization and socio-emotional processing. This study explores how autism traits, cradling-side preferences, and face recognition abilities relate to individual personality differences. Three-hundred neurotypical adults (150 males) completed an online survey including the imaged cradling preference and three validated questionnaires: the Autism spectrum Quotient (AQ), Prosopagnosia Index-20 (PI-20), and the Big Five Personality Questionnaire (BFQ). Results showed a strong left-cradling bias (LCB) unaffected by sex, handedness, parental status, autism traits, or face recognition abilities. AQ negatively predicted Extraversion, Agreeableness, Emotional Stability, and Openness. LCB correlated with higher Agreeableness and moderated the negative association between AQ and Extraversion. These findings suggest a potential link between cradling preferences, autism traits, and personality, possibly reflecting reduced right-hemisphere specialization in emotional processing and social behaviour.
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Affiliation(s)
- Valerio Manippa
- Department of Education, Psychology and Communication, University of Bari Aldo Moro, Bari, Italy
| | - Anna Concetta Spina
- Department of Education, Psychology and Communication, University of Bari Aldo Moro, Bari, Italy
- Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari Aldo Moro, Bari, Italy
| | - Ester Cornacchia
- Department of Education, Psychology and Communication, University of Bari Aldo Moro, Bari, Italy
- Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari Aldo Moro, Bari, Italy
| | - Gianluca Malatesta
- Department of Psychology, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy
| | - Giorgia Francesca Scaramuzzi
- Department of Education, Psychology and Communication, University of Bari Aldo Moro, Bari, Italy
- Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari Aldo Moro, Bari, Italy
| | - Linda Semeraro
- Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari Aldo Moro, Bari, Italy
| | - Alessia De Benedictis
- Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari Aldo Moro, Bari, Italy
| | - Davide Rivolta
- Department of Education, Psychology and Communication, University of Bari Aldo Moro, Bari, Italy
| | - Paolo Taurisano
- Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari Aldo Moro, Bari, Italy
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3
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Li X, Liu M, Liu B, Yue H, Cheng X, Bao H. The effect of expectancy on conditioned pain modulation: evidence from functional near-infrared spectroscopy. Front Psychol 2025; 16:1525216. [PMID: 40166396 PMCID: PMC11955684 DOI: 10.3389/fpsyg.2025.1525216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 02/26/2025] [Indexed: 04/02/2025] Open
Abstract
Background and objective The psychological mechanisms that make Conditioned Pain Modulation (CPM) an effective non-pharmacological intervention are still not fully understood. Expectancy is believed to be a critical psychological factor affecting CPM effects, but its specific role has yet to be fully clarified. This study aims to explore the relationship between expectancy and CPM while providing physiological evidence using functional near-infrared spectroscopy (fNIRS). Method A standardized CPM induction paradigm was implemented, with verbal guidance used to induce expectancy. The Numeric Rating Scale (NRS) assessed the intensity of the test stimulus (TS), while an 11-point scale evaluated participants' attentional focus on the TS and the effect of expectancy. fNIRS was employed to monitor changes in prefrontal cortex (PFC) activity. Results Expectancy significantly amplified the CPM effect (p = 0.036) while markedly reducing attention to the experimental stimulus (p = 0.004). fNIRS findings indicated significant reductions in activity within the left frontal eye field, left dorsolateral prefrontal cortex, and left frontal pole regions. In the post-test, the control group demonstrated significantly higher cortical activity in the right frontal pole region compared to the expectancy group (p < 0.05). Within the expectancy group, bilateral frontal pole cortical activity was significantly lower in the post-test compared to the pre-test (p < 0.05). Conclusion Expectancy represents a key psychological mechanism underlying the CPM effect, potentially modulating its magnitude through attention regulation and accompanied by a reduction in oxygenated hemoglobin activity in the frontal pole region and introduced the Expectancy-Attention-CPM Modulation Model (ECAM).
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Affiliation(s)
- Xueshan Li
- School of Psychology, Inner Mongolia Normal University, Hohhot, China
| | - Min Liu
- School of Psychology, Inner Mongolia Normal University, Hohhot, China
| | - Bo Liu
- School of Psychology, Inner Mongolia Normal University, Hohhot, China
| | - Heng Yue
- School of Journalism and Communication, Xiamen University, Xiamen, China
| | - Xiangjuan Cheng
- The Psychological Health Education Centre, Anhui Polytechnic University, Wuhu, China
| | - Hugejiletu Bao
- College of Physical Education, Inner Mongolia Normal University, Hohhot, China
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Zhen Y, Zheng H, Zheng Y, Zheng Z, Yang Y, Tang S. Altered Hemispheric Asymmetry of Functional Hierarchy in Schizophrenia. Brain Sci 2025; 15:313. [PMID: 40149834 PMCID: PMC11940334 DOI: 10.3390/brainsci15030313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Revised: 03/13/2025] [Accepted: 03/14/2025] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND/OBJECTIVES Schizophrenia is a severe psychiatric disorder characterized by deficits in perception and advanced cognitive functions. Prior studies have reported abnormal lateralization in cortical morphology and functional connectivity in schizophrenia. However, it remains unclear whether schizophrenia affects hemispheric asymmetry in the hierarchical organization of functional connectome. METHODS Here, we apply a gradient mapping framework to the hemispheric functional connectome to estimate the first three gradients, which characterize unimodal-to-transmodal, visual-to-somatomotor, and somatomotor/default mode-to-multiple demand hierarchy axes. We then assess between-group differences in intra- and inter-hemispheric asymmetries of these three functional gradients. RESULTS We find that, compared to healthy controls, patients with schizophrenia exhibit significantly altered hemispheric asymmetry in functional gradient across multiple networks, including the dorsal attention, ventral attention, visual, and control networks. Region-level analyses further reveal that patients with schizophrenia show significantly abnormal hemispheric gradient asymmetries in several cortical regions in the dorsal prefrontal gyrus, medial superior frontal gyrus, and somatomotor areas. Lastly, we find that hemispheric asymmetries in functional gradients can differentiate between patients and healthy controls and predict the severity of positive symptoms in schizophrenia. CONCLUSIONS Collectively, these findings suggest that schizophrenia is associated with altered hemispheric asymmetry in functional hierarchy, providing novel perspectives for understanding the atypical brain lateralization in schizophrenia.
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Affiliation(s)
- Yi Zhen
- School of Mathematical Sciences, Beihang University, Beijing 100191, China
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing 100191, China
| | - Hongwei Zheng
- Beijing Academy of Blockchain and Edge Computing, Beijing 100085, China
| | - Yi Zheng
- School of Mathematical Sciences, Beihang University, Beijing 100191, China
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing 100191, China
| | - Zhiming Zheng
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing 100191, China
- Institute of Artificial Intelligence, Beihang University, Beijing 100191, China
- Hangzhou International Innovation Institute, Beihang University, Hangzhou 311115, China
- Institute of Medical Artificial Intelligence, Binzhou Medical University, Yantai 264003, China
- Zhongguancun Laboratory, Beijing 100094, China
- Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing 100191, China
- State Key Laboratory of Complex & Critical Software Environment, Beihang University, Beijing 100191, China
| | - Yaqian Yang
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing 100191, China
- Institute of Artificial Intelligence, Beihang University, Beijing 100191, China
| | - Shaoting Tang
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing 100191, China
- Institute of Artificial Intelligence, Beihang University, Beijing 100191, China
- Hangzhou International Innovation Institute, Beihang University, Hangzhou 311115, China
- Institute of Medical Artificial Intelligence, Binzhou Medical University, Yantai 264003, China
- Zhongguancun Laboratory, Beijing 100094, China
- Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing 100191, China
- State Key Laboratory of Complex & Critical Software Environment, Beihang University, Beijing 100191, China
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Li J, Wang L, Pan Y, Huang P, Xu L, Zhang Y, De Ridder D, Voon V, Li D. Subthalamic nucleus oscillations during facial emotion processing and apathy in Parkinson's disease. J Affect Disord 2025; 373:314-324. [PMID: 39761756 DOI: 10.1016/j.jad.2025.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 12/30/2024] [Accepted: 01/03/2025] [Indexed: 02/06/2025]
Abstract
BACKGROUND Parkinson's disease (PD) is primarily characterized by motor symptoms, but patients also experience a relatively high prevalence of non-motor symptoms, including emotional and cognitive impairments. While the subthalamic nucleus (STN) is a common target for deep brain stimulation to treat motor symptoms in PD, its role in emotion processing is still under investigation. This study examines the subthalamic neural oscillatory activities during facial emotion processing and its association with affective characteristics. METHODS Twenty PD patients who underwent subthalamic deep brain stimulation surgery performed a facial-expression-recognition task while STN local field potential (LFP) and frontal electroencephalography (EEG) were recorded. The facial-emotion-induced time-frequency decomposition of the STN-LFP and the frontal EEG, as well as the LFP-EEG coherence, were analyzed. Furthermore, the correlation between STN activities and affective characteristics was examined. RESULTS Facial expressions elicited increased delta-theta-band and decreased alpha-beta-band activities in STN-LFP. Reduced alpha-beta-band LFP desynchronization was correlated with the severity of apathy. Increased theta-band and decreased alpha-beta-band EEG activities responded to facial emotion. Notably, lower coherence between STN-LFP and frontal EEG in delta-theta-band activity and alpha-band activity correlated with the degree of anhedonia. CONCLUSION These results indicate that subthalamic activities during facial emotion processing are associated with apathy and anhedonia, emphasizing the cognitive-limbic function of STN and its role as a physiological target for apathy neuromodulation in PD.
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Affiliation(s)
- Jun Li
- Center for Functional Neurosurgery, Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; School of Information Science and Technology, ShanghaiTech University, Shanghai, China
| | - Linbin Wang
- Center for Functional Neurosurgery, Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Yixin Pan
- Center for Functional Neurosurgery, Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Peng Huang
- Center for Functional Neurosurgery, Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lu Xu
- Center for Functional Neurosurgery, Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuyao Zhang
- School of Information Science and Technology, ShanghaiTech University, Shanghai, China
| | - Dirk De Ridder
- Unit of Neurosurgery, Department of Surgical Sciences, University of Otago, Dunedin, Otago, New Zealand
| | - Valerie Voon
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom; Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Dianyou Li
- Center for Functional Neurosurgery, Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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King FK, Song Y, Fabbri L, Perry MS, Papadelis C, Cooper CM. Spatiotemporal correlates of emotional conflict processing in typically developing adolescents using magnetoencephalography. Neuropsychologia 2025; 207:109035. [PMID: 39566881 DOI: 10.1016/j.neuropsychologia.2024.109035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 10/22/2024] [Accepted: 11/17/2024] [Indexed: 11/22/2024]
Abstract
Brain networks involved in emotional conflict processing have been extensively studied using functional magnetic resonance imaging in adults. Yet, the temporal correlates of these brain activations are still largely unknown, particularly in a key phase of emotional development, adolescence. Here, we elucidate the spatiotemporal profile of emotional conflict processing in 24 typically developing adolescents (10-18 years; 22 Caucasian) during an emotional face-word Stroop task. Using magnetoencephalography (MEG), we calculated dynamic statistical parametric maps and compared trials with and without emotional conflict whole-brain cluster-based permutation tests, followed by cluster-based ROI time-frequency analyses. Cluster analysis revealed four significant clusters, including early activation of the cingulate and temporal cortices, which may be related to dorsal and ventral streams of processing, respectively. This was followed by late components in the middle frontal and prefrontal cortices, which are likely related to response execution and post-response monitoring. Time-frequency analysis revealed event-related synchronizations and desynchronizations in beta and gamma bands across the cingulate cortex, which highlight the different roles of the cingulate subdivisions. Our findings provide further evidence of the cingulate's key role in emotional conflict processing across time. Improving our understanding of this key cognitive process will guide future work with neuropsychiatric populations, which may aid diagnosis and treatment outcomes.
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Affiliation(s)
- F Kathryn King
- Jane and John Justin Institute for Mind Health, Cook Children's Health Care System, Fort Worth, TX, USA; Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA
| | - Yanlong Song
- Jane and John Justin Institute for Mind Health, Cook Children's Health Care System, Fort Worth, TX, USA; Department of Physical Medicine & Rehabilitation, UT Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, 75390, USA
| | - Lorenzo Fabbri
- Jane and John Justin Institute for Mind Health, Cook Children's Health Care System, Fort Worth, TX, USA; Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA
| | - M Scott Perry
- Jane and John Justin Institute for Mind Health, Cook Children's Health Care System, Fort Worth, TX, USA
| | - Christos Papadelis
- Jane and John Justin Institute for Mind Health, Cook Children's Health Care System, Fort Worth, TX, USA; Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA; Department of Pediatrics, Texas Christian University School of Medicine, Fort Worth, TX, USA
| | - Crystal M Cooper
- Jane and John Justin Institute for Mind Health, Cook Children's Health Care System, Fort Worth, TX, USA; Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA; Department of Psychology, UT Arlington, Arlington, TX, USA; Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, USA.
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7
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Gainotti G. Emotion: An evolutionary model of lateralization in the human brain. HANDBOOK OF CLINICAL NEUROLOGY 2025; 208:421-432. [PMID: 40074412 DOI: 10.1016/b978-0-443-15646-5.00001-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2025]
Abstract
Since several reviews have recently discussed the lateralization of emotions, this chapter will take into account the possible evolutionary meaning of this lateralization. The organization of the chapter will be based on the following steps. I will first propose that emotions must be considered as a complex adaptive system, complementary to the more phylogenetically advanced cognitive system. Second, I will remind historical aspects and consolidated results on the lateralization of emotions. Then I will discuss the phylogenetic aspects of the problem, trying to evaluate if emotional asymmetries concern only humans and some nonhuman primates or are part of a continuum between humans and many phylogenetically distant animal species. After having reviewed various aspects of emotional lateralization across different animal species and (more specifically) in nonhuman primates, I will propose a general model of hemispheric asymmetries in the human brain, based on theoretical models and empiric data. Theoretical models stem from the influence that the presence or the absence of language can have on concomitant hemispheric functions, whereas supporting neuropsychologic data have been gathered in patients with unilateral brain damage.
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Affiliation(s)
- Guido Gainotti
- Institute of Neurology, Università Cattolica del Sacro Cuore, Fondazione Policlinico A. Gemelli, IRCCS, Rome, Italy.
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8
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Zhang Z, Ding X, Bao Y, Zhao Y, Liang X, Qin B, Liu T. Chisco: An EEG-based BCI dataset for decoding of imagined speech. Sci Data 2024; 11:1265. [PMID: 39572577 PMCID: PMC11582579 DOI: 10.1038/s41597-024-04114-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 11/07/2024] [Indexed: 11/24/2024] Open
Abstract
The rapid advancement of deep learning has enabled Brain-Computer Interfaces (BCIs) technology, particularly neural decoding techniques, to achieve higher accuracy and deeper levels of interpretation. Interest in decoding imagined speech has significantly increased because its concept akin to "mind reading". However, previous studies on decoding neural language have predominantly focused on brain activity patterns during human reading. The absence of imagined speech electroencephalography (EEG) datasets has constrained further research in this field. We present the Chinese Imagined Speech Corpus (Chisco), including over 20,000 sentences of high-density EEG recordings of imagined speech from healthy adults. Each subject's EEG data exceeds 900 minutes, representing the largest dataset per individual currently available for decoding neural language to date. Furthermore, the experimental stimuli include over 6,000 everyday phrases across 39 semantic categories, covering nearly all aspects of daily language. We believe that Chisco represents a valuable resource for the fields of BCIs, facilitating the development of more user-friendly BCIs.
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Affiliation(s)
- Zihan Zhang
- Harbin Institute of Technology, Department of Computer Science, Harbin, 150000, China
| | - Xiao Ding
- Harbin Institute of Technology, Department of Computer Science, Harbin, 150000, China.
| | - Yu Bao
- Harbin Institute of Technology, Department of Computer Science, Harbin, 150000, China
| | - Yi Zhao
- Harbin Institute of Technology, Department of Computer Science, Harbin, 150000, China
| | - Xia Liang
- Harbin Institute of Technology, The School of Space Environment and Material Science, Harbin, 150000, China.
| | - Bing Qin
- Harbin Institute of Technology, Department of Computer Science, Harbin, 150000, China
| | - Ting Liu
- Harbin Institute of Technology, Department of Computer Science, Harbin, 150000, China
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Gong L, Chen W, Zhang D. An Attention-Based Multi-Domain Bi-Hemisphere Discrepancy Feature Fusion Model for EEG Emotion Recognition. IEEE J Biomed Health Inform 2024; 28:5890-5903. [PMID: 38913514 DOI: 10.1109/jbhi.2024.3418010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Electroencephalogram (EEG)-based emotion recognition has become a research hotspot in the field of brain-computer interface. Previous emotion recognition methods have overlooked the fusion of multi-domain emotion-specific information to improve performance, and faced the challenge of insufficient interpretability. In this paper, we proposed a novel EEG emotion recognition model that combined the asymmetry of the brain hemisphere, and the spatial, spectral, and temporal multi-domain properties of EEG signals, aiming to improve emotion recognition performance. Based on the 10-20 standard system, a global spatial projection matrix (GSPM) and a bi-hemisphere discrepancy projection matrix (BDPM) are constructed. A dual-stream spatial-spectral-temporal convolution neural network is designed to extract depth features from the two matrix paradigms. Finally, the transformer-based fusion module is used to learn the dependence of fused features, and to retain the discriminative information. We conducted extensive experiments on the SEED, SEED-IV, and DEAP public datasets, achieving excellent average results of 98.33/2.46 %, 92.15/5.13 %, 97.60/1.68 %(valence), and 97.48/1.42 %(arousal) respectively. Visualization analysis supports the interpretability of the model, and ablation experiments validate the effectiveness of multi-domain and bi-hemisphere discrepancy information fusion.
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10
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Gainotti G. A historical approach to models of emotional laterality. Brain Res 2024; 1836:148948. [PMID: 38643929 DOI: 10.1016/j.brainres.2024.148948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/25/2024] [Accepted: 04/16/2024] [Indexed: 04/23/2024]
Abstract
In this paper I discuss the main models that have tried to explain brain asymmetries for emotions. The first models, based on clinical observations, proposed either a general right hemisphere dominance for emotions (the'right hemisphere') model or a different specialization of the right hemisphere for negative and of the left hemisphere for positive emotions (the'valence' model). In more recent times new models, based on partly modified versions of the previous ones have been proposed. The revised version of the 'valence' model, labeled the 'approach-avoidance' model maintained that hemispheric asymmetries are not related to the valence of the emotional stimulus but to the motivational (approach vs avoidance) system that is engaged by that stimulus. On the contrary, revised versions of the 'right hemisphere' hypothesis proposed graded versions of this model, maintaining that only some kinds or some levels of emotions are clearly right lateralized. One version of these models (the'emotion type hypothesis') assumed that only elementary basic emotions should be subsumed by the right hemisphere, wheres more complex social emotions should be subtended by the left hemisphere. The other version (the 'schematic level of emotion hypothesis') assumed that the right hemisphere should subsume only the basic 'schematic' level of emotions, characterized by an automatic and unconscious processing, whereas the more propositional and conscious 'conceptual' level could be less lateralized or subsumed by the left hemisphere. This last model is supported by the obsevation that the right hemisphere reveals a modus operandi (i.e. a prevalence of the 'automatic' over the 'intentional' and of the 'unconscious' over the 'conscious' functional processing) that is typical of the 'schematic level of emotions.
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Affiliation(s)
- Guido Gainotti
- Institute of Neurology, Università Cattolica del Sacro Cuore, Fondazione Policlinico A. Gemelli, Largo A. Gemelli, 8 00168 Roma, Italy.
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11
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King FK, Perry MS, Papadelis C, Cooper CM. Spatiotemporal responses to emotional conflict and its psychiatric correlates in adolescents with epilepsy using magnetoencephalography. Epilepsy Behav 2024; 157:109869. [PMID: 38851125 DOI: 10.1016/j.yebeh.2024.109869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/26/2024] [Accepted: 05/27/2024] [Indexed: 06/10/2024]
Abstract
People with epilepsy often suffer from comorbid psychiatric disorders, which negatively affects their quality of life. Emotion regulation is an important cognitive process that is impaired in individuals with psychiatric disorders, such as depression. Adults with epilepsy also show difficulties in emotion regulation, particularly during later-stage, higher-order cognitive processing. Yet, the spatiotemporal and frequency correlates of these functional brain deficits in epilepsy remain unknown, as do the nature of these deficits in adolescent epilepsy. Here, we aim to elucidate the spatiotemporal profile of emotional conflict processing in adolescents with epilepsy, relative to controls, using magnetoencephalography (MEG) and relate these findings to anxiety and depression symptom severity assessed with self-report scales. We hypothesized to see blunted brain activity during emotional conflict in adolescents with epilepsy, relative to controls, in the posterior parietal, prefrontal and cingulate cortices due to their role in explicit and implicit regulation around participant response (500-1000 ms). We analyzed MEG recordings from 53 adolescents (28 epilepsy [14focal,14generalized], 25 controls) during an emotional conflict task. We showed that while controls exhibited behavioral interference to emotional conflict, adolescents with epilepsy failed to exhibit this normative response time pattern. Adolescents with epilepsy showed blunted brain responses to emotional conflict in brain regions related to error evaluation and learning around the average response time (500-700 ms), and in regions involved in decision making during post-response monitoring (800-1000 ms). Interestingly, behavioral patterns and psychiatric symptom severity varied between epilepsy subgroups, wherein those with focal epilepsy showed preserved response time interference. Thus, brain responses were regressed with depression and anxiety levels for each epilepsy subgroup separately. Analyses revealed that under activation in error evaluation regions (500-600 ms) predicted anxiety and depression in focal epilepsy, while regions related to learning (600-700 ms) predicted anxiety in generalized epilepsy, suggesting differential mechanisms of dysfunction in these subgroups. Despite similar rates of anxiety and depression across the groups, adolescents with epilepsy still exhibited deficits in emotional conflict processing in brain and behavioral responses. This suggests that these deficits may exist independently from psychopathology and may stem from underlying dysfunctions that predispose these individuals to develop both disorders. Findings such as these may provide potential targets for future research and therapies.
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Affiliation(s)
- F Kathryn King
- Jane and John Justin Institute for Mind Health, Neurosciences Research Center, Cook Children's Health Care System, Fort Worth, TX, United States; Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States
| | - M Scott Perry
- Jane and John Justin Institute for Mind Health, Neurosciences Research Center, Cook Children's Health Care System, Fort Worth, TX, United States
| | - Christos Papadelis
- Jane and John Justin Institute for Mind Health, Neurosciences Research Center, Cook Children's Health Care System, Fort Worth, TX, United States; Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States; Department of Pediatrics, Texas Christian University School of Medicine, Fort Worth, TX, United States
| | - Crystal M Cooper
- Jane and John Justin Institute for Mind Health, Neurosciences Research Center, Cook Children's Health Care System, Fort Worth, TX, United States; Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States; Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, United States; Department of Psychology, University of Texas at Arlington, Arlington, TX, United States.
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Yang Y, Zhen Y, Wang X, Liu L, Zheng Y, Zheng Z, Zheng H, Tang S. Altered asymmetry of functional connectome gradients in major depressive disorder. Front Neurosci 2024; 18:1385920. [PMID: 38745933 PMCID: PMC11092381 DOI: 10.3389/fnins.2024.1385920] [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: 02/14/2024] [Accepted: 04/11/2024] [Indexed: 05/16/2024] Open
Abstract
Introduction Major depressive disorder (MDD) is a debilitating disease involving sensory and higher-order cognitive dysfunction. Previous work has shown altered asymmetry in MDD, including abnormal lateralized activation and disrupted hemispheric connectivity. However, it remains unclear whether and how MDD affects functional asymmetries in the context of intrinsic hierarchical organization. Methods Here, we evaluate intra- and inter-hemispheric asymmetries of the first three functional gradients, characterizing unimodal-transmodal, visual-somatosensory, and somatomotor/default mode-multiple demand hierarchies, to study MDD-related alterations in overarching system-level architecture. Results We find that, relative to the healthy controls, MDD patients exhibit alterations in both primary sensory regions (e.g., visual areas) and transmodal association regions (e.g., default mode areas). We further find these abnormalities are woven in heterogeneous alterations along multiple functional gradients, associated with cognitive terms involving mind, memory, and visual processing. Moreover, through an elastic net model, we observe that both intra- and inter-asymmetric features are predictive of depressive traits measured by BDI-II scores. Discussion Altogether, these findings highlight a broad and mixed effect of MDD on functional gradient asymmetry, contributing to a richer understanding of the neurobiological underpinnings in MDD.
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Affiliation(s)
- Yaqian Yang
- School of Mathematical Sciences, Beihang University, Beijing, China
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China
| | - Yi Zhen
- School of Mathematical Sciences, Beihang University, Beijing, China
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China
| | - Xin Wang
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China
- Institute of Artificial Intelligence, Beihang University, Beijing, China
- Zhongguancun Laboratory, Beijing, China
- Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing, China
- PengCheng Laboratory, Shenzhen, China
| | - Longzhao Liu
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China
- Institute of Artificial Intelligence, Beihang University, Beijing, China
- Zhongguancun Laboratory, Beijing, China
- Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing, China
- PengCheng Laboratory, Shenzhen, China
| | - Yi Zheng
- School of Mathematical Sciences, Beihang University, Beijing, China
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China
| | - Zhiming Zheng
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China
- Institute of Artificial Intelligence, Beihang University, Beijing, China
- Zhongguancun Laboratory, Beijing, China
- Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing, China
- PengCheng Laboratory, Shenzhen, China
- Institute of Medical Artificial Intelligence, Binzhou Medical University, Yantai, China
- State Key Lab of Software Development Environment, Beihang University, Beijing, China
| | - Hongwei Zheng
- Beijing Academy of Blockchain and Edge Computing, Beijing, China
| | - Shaoting Tang
- Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China
- Institute of Artificial Intelligence, Beihang University, Beijing, China
- Zhongguancun Laboratory, Beijing, China
- Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing, China
- PengCheng Laboratory, Shenzhen, China
- Institute of Medical Artificial Intelligence, Binzhou Medical University, Yantai, China
- State Key Lab of Software Development Environment, Beihang University, Beijing, China
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13
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Labuschagne I, Dominguez JF, Grace S, Mizzi S, Henry JD, Peters C, Rabinak CA, Sinclair E, Lorenzetti V, Terrett G, Rendell PG, Pedersen M, Hocking DR, Heinrichs M. Specialization of amygdala subregions in emotion processing. Hum Brain Mapp 2024; 45:e26673. [PMID: 38590248 PMCID: PMC11002533 DOI: 10.1002/hbm.26673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 02/28/2024] [Accepted: 03/13/2024] [Indexed: 04/10/2024] Open
Abstract
The amygdala is important for human fear processing. However, recent research has failed to reveal specificity, with evidence that the amygdala also responds to other emotions. A more nuanced understanding of the amygdala's role in emotion processing, particularly relating to fear, is needed given the importance of effective emotional functioning for everyday function and mental health. We studied 86 healthy participants (44 females), aged 18-49 (mean 26.12 ± 6.6) years, who underwent multiband functional magnetic resonance imaging. We specifically examined the reactivity of four amygdala subregions (using regions of interest analysis) and related brain connectivity networks (using generalized psycho-physiological interaction) to fear, angry, and happy facial stimuli using an emotional face-matching task. All amygdala subregions responded to all stimuli (p-FDR < .05), with this reactivity strongly driven by the superficial and centromedial amygdala (p-FDR < .001). Yet amygdala subregions selectively showed strong functional connectivity with other occipitotemporal and inferior frontal brain regions with particular sensitivity to fear recognition and strongly driven by the basolateral amygdala (p-FDR < .05). These findings suggest that amygdala specialization to fear may not be reflected in its local activity but in its connectivity with other brain regions within a specific face-processing network.
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Affiliation(s)
- Izelle Labuschagne
- Healthy Brain and Mind Research Centre, School of Behavioural and Health SciencesAustralian Catholic UniversityMelbourneVictoriaAustralia
- School of PsychologyThe University of QueenslandBrisbaneQueenslandAustralia
| | | | - Sally Grace
- Healthy Brain and Mind Research Centre, School of Behavioural and Health SciencesAustralian Catholic UniversityMelbourneVictoriaAustralia
| | - Simone Mizzi
- School of Health and Biomedical ScienceRMIT UniversityMelbourneVictoriaAustralia
| | - Julie D. Henry
- School of PsychologyThe University of QueenslandBrisbaneQueenslandAustralia
| | - Craig Peters
- Department of Pharmacy PracticeWayne State UniversityDetroitMichiganUSA
| | | | - Erin Sinclair
- Healthy Brain and Mind Research Centre, School of Behavioural and Health SciencesAustralian Catholic UniversityMelbourneVictoriaAustralia
| | - Valentina Lorenzetti
- Healthy Brain and Mind Research Centre, School of Behavioural and Health SciencesAustralian Catholic UniversityMelbourneVictoriaAustralia
| | - Gill Terrett
- Healthy Brain and Mind Research Centre, School of Behavioural and Health SciencesAustralian Catholic UniversityMelbourneVictoriaAustralia
| | - Peter G. Rendell
- Healthy Brain and Mind Research Centre, School of Behavioural and Health SciencesAustralian Catholic UniversityMelbourneVictoriaAustralia
| | - Mangor Pedersen
- Department of Psychology and NeuroscienceAuckland University of TechnologyAucklandNew Zealand
- The Florey Institute of Neuroscience and Mental HealthThe University of MelbourneMelbourneVictoriaAustralia
| | - Darren R. Hocking
- Institute for Health & SportVictoria UniversityMelbourneVictoriaAustralia
| | - Markus Heinrichs
- Department of PsychologyAlbert‐Ludwigs‐University of FreiburgFreiburg im BreisgauGermany
- Freiburg Brain Imaging CenterUniversity Medical Center, Albert‐Ludwigs University of FreiburgFreiburg im BreisgauGermany
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14
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Messina A, Sovrano VA, Baratti G, Musa A, Gobbo A, Adiletta A, Sgadò P. Valproic acid exposure affects social visual lateralization and asymmetric gene expression in zebrafish larvae. Sci Rep 2024; 14:4474. [PMID: 38395997 PMCID: PMC10891151 DOI: 10.1038/s41598-024-54356-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 02/12/2024] [Indexed: 02/25/2024] Open
Abstract
Cerebral asymmetry is critical for typical brain function and development; at the same time, altered brain lateralization seems to be associated with neuropsychiatric disorders. Zebrafish are increasingly emerging as model species to study brain lateralization, using asymmetric development of the habenula, a phylogenetically old brain structure associated with social and emotional processing, to investigate the relationship between brain asymmetry and social behavior. We exposed 5-h post-fertilization zebrafish embryos to valproic acid (VPA), a compound used to model the core signs of ASD in many vertebrate species, and assessed social interaction, visual lateralization and gene expression in the thalamus and the telencephalon. VPA-exposed zebrafish exhibit social deficits and a deconstruction of social visual laterality to the mirror. We also observe changes in the asymmetric expression of the epithalamic marker leftover and in the size of the dorsolateral part of the habenula in adult zebrafish. Our data indicate that VPA exposure neutralizes the animals' visual field bias, with a complete loss of the left-eye use bias in front of their own mirror image, and alters brain asymmetric gene expression and morphology, opening new perspectives to investigate brain lateralization and its link to atypical social cognitive development.
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Affiliation(s)
- Andrea Messina
- Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068, Rovereto, TN, Italy
| | - Valeria Anna Sovrano
- Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068, Rovereto, TN, Italy.
| | - Greta Baratti
- Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068, Rovereto, TN, Italy
| | - Alessia Musa
- Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068, Rovereto, TN, Italy
| | - Alessandra Gobbo
- Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068, Rovereto, TN, Italy
| | - Alice Adiletta
- Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068, Rovereto, TN, Italy
| | - Paola Sgadò
- Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068, Rovereto, TN, Italy.
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15
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Tiihonen M, Haumann NT, Shtyrov Y, Vuust P, Jacobsen T, Brattico E. The impact of crossmodal predictions on the neural processing of aesthetic stimuli. Philos Trans R Soc Lond B Biol Sci 2024; 379:20220418. [PMID: 38104610 PMCID: PMC10725772 DOI: 10.1098/rstb.2022.0418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 11/17/2023] [Indexed: 12/19/2023] Open
Abstract
Neuroaesthetic research has focused on neural predictive processes involved in the encounter with art stimuli or the related evaluative judgements, and it has been mainly conducted unimodally. Here, with electroencephalography, magnetoencephalography and an affective priming protocol, we investigated whether and how the neural responses to non-representational aesthetic stimuli are top-down modulated by affective representational (i.e. semantically meaningful) predictions between audition and vision. Also, the neural chronometry of affect processing of these aesthetic stimuli was investigated. We hypothesized that the early affective components of crossmodal aesthetic responses are dependent on the affective and representational predictions formed in another sensory modality resulting in differentiated brain responses, and that audition and vision indicate different processing latencies for affect. The target stimuli were aesthetic visual patterns and musical chords, and they were preceded by a prime from the opposing sensory modality. We found that early auditory-cortex responses to chords were more affected by valence than the corresponding visual-cortex ones. Furthermore, the assessments of visual targets were more facilitated by affective congruency of crossmodal primes than the acoustic targets. These results indicate, first, that the brain uses early affective information for predictively guiding aesthetic responses; second, that an affective transfer of information takes place crossmodally, mainly from audition to vision, impacting the aesthetic assessment. This article is part of the theme issue 'Art, aesthetics and predictive processing: theoretical and empirical perspectives'.
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Affiliation(s)
- Marianne Tiihonen
- Center for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, Aarhus, Midtjylland, 8200, Denmark
- Institute of Clinical Neuroscience and Medical Psychology, Medial Faculty, Heinrich Heine University Düsseldorf, Dusseldorf, Nordrhein-Westfalen, 40225, Germany
| | - Niels Trusbak Haumann
- Center for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, Aarhus, Midtjylland, 8200, Denmark
| | - Yury Shtyrov
- Center for Functionally Integrative Neuroscience (CFIN), Aarhus University, Aarhus, Midtjylland, 8200, Denmark
| | - Peter Vuust
- Center for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, Aarhus, Midtjylland, 8200, Denmark
| | - Thomas Jacobsen
- Helmut Schmidt University / University of the Federal Armed Forces Hamburg, Hamburg, 22043, Germany
| | - Elvira Brattico
- Center for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, Aarhus, Midtjylland, 8200, Denmark
- Department of Educational Sciences, Psychology, Communication, University of Bari Aldo Moro, Bari, Puglia, 70121, Italy
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16
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Yao ZF, Yang MH, Yang CT, Chang YH, Hsieh S. The role of attitudes towards contradiction in psychological resilience: the cortical mechanism of conflicting resolution networks. Sci Rep 2024; 14:1669. [PMID: 38238421 PMCID: PMC10796669 DOI: 10.1038/s41598-024-51722-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 01/09/2024] [Indexed: 01/22/2024] Open
Abstract
Managing contradictions and building resilience help us overcome life's challenges. Here, we explored the link between attitudes towards contradictions and psychological resilience, examining the role of cortical conflict resolution networks. We enlisted 173 healthy young adults and used questionnaires to evaluate their cognitive thinking styles and resilience. They underwent structural and functional magnetic resonance imaging scans. Our results revealed that contrasting attitudes toward contradictions, formal logic, and naïve dialecticism thinking styles corresponded with varying degrees of resilience. We noted structural and functional differences in brain networks related to conflict resolution, including the inferior frontal and parietal cortices. The volumetric variations within cortical networks indicated right-hemispheric lateralization in different thinking styles. These findings highlight the potential links between conflict resolution and resilience in the frontoparietal network. We underscore the importance of frontoparietal brain networks for executive control in resolving conflicting information and regulating the impact of contradictions on psychological resilience.
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Affiliation(s)
- Zai-Fu Yao
- College of Education, National Tsing Hua University, Hsinchu City, 30013, Taiwan
- Research Center for Education and Mind Sciences, National Tsing Hua University, Hsinchu City, 30013, Taiwan
- Basic Psychology Group, Department of Educational Psychology and Counseling, National Tsing Hua University, Hsinchu City, 30013, Taiwan
- Department of Kinesiology, National Tsing Hua University, Hsinchu City, 30013, Taiwan
| | - Meng-Heng Yang
- Cognitive Electrophysiology Laboratory: Control, Aging, Sleep, and Emotion (CASE), Department of Psychology, National Cheng Kung University, Tainan City, 70101, Taiwan
| | - Cheng-Ta Yang
- Graduate Institute of Mind, Brain, and Consciousness, Taipei Medical University, Taipei, Taiwan
- Department of Psychology, National Cheng Kung University, 1 University Road, Tainan City, 70101, Taiwan
| | - Yun-Hsuan Chang
- Department of Psychology, National Cheng Kung University, 1 University Road, Tainan City, 70101, Taiwan
- Institute of Gerontology, National Cheng Kung University, Tainan City, 70101, Taiwan
- Institute of Genomics and Bioinformatics, National Chung Hsing University, Taichung, 402, Taiwan
| | - Shulan Hsieh
- Cognitive Electrophysiology Laboratory: Control, Aging, Sleep, and Emotion (CASE), Department of Psychology, National Cheng Kung University, Tainan City, 70101, Taiwan.
- Department of Psychology, National Cheng Kung University, 1 University Road, Tainan City, 70101, Taiwan.
- Institute of Allied Health Sciences, National Cheng Kung University, Tainan City, 70101, Taiwan.
- Department of Public Health, National Cheng Kung University, Tainan City, 70101, Taiwan.
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17
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Nesbit RJ, Watling D. Comparing two versions of the Chimeric Face Test: A pilot investigation. Laterality 2024; 29:19-36. [PMID: 37676081 DOI: 10.1080/1357650x.2023.2252569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 08/22/2023] [Indexed: 09/08/2023]
Abstract
The Chimeric Face Test (CFT) is a widely used behavioral measure of degree of lateralization for emotion processing. The Pictures of Facial Affect (Ekman, 1976 [Pictures of facial affect. Consulting Psychologists Press.]) have often been used to create chimeras for this task but have widely been critiqued due to lack of ethnic diversity and small stimuli numbers. In this brief study participants (N = 45) completed two Chimeric Face Tests, one using the Pictures of Facial Affect and one using the NimStim facial stimuli (Tottenham et al., 2009 [The NimStim set of facial expressions: Judgments from untrained research participants. Psychiatry Research, 168(3), 242-249]). The laterality scores were compared across measures. The results show the two measures are related; laterality quotients showed a strong correlation between the two tasks. Participants showed a left-visual field bias on both tasks, indicative of a right-hemisphere bias for the processing of emotions. The NimStim Chimeric Face Test however was found to give a more conservative estimate of degree of lateralization. The NimStim Chimeric Face Test is discussed as a valid measure for examining lateralization for emotion processing, The extent to which different versions of the Chimeric Face Test are comparable is discussed.
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Affiliation(s)
| | - Dawn Watling
- Department of Psychology, Royal Holloway, University of London, Egham, UK
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18
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Béreau M, Castrioto A, Servant M, Lhommée E, Desmarets M, Bichon A, Pélissier P, Schmitt E, Klinger H, Longato N, Phillipps C, Wirth T, Fraix V, Benatru I, Durif F, Azulay JP, Moro E, Broussolle E, Thobois S, Tranchant C, Krack P, Anheim M. Imbalanced motivated behaviors according to motor sign asymmetry in drug-naïve Parkinson's disease. Sci Rep 2023; 13:21234. [PMID: 38040775 PMCID: PMC10692157 DOI: 10.1038/s41598-023-48188-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 11/23/2023] [Indexed: 12/03/2023] Open
Abstract
Few studies have considered the influence of motor sign asymmetry on motivated behaviors in de novo drug-naïve Parkinson's disease (PD). We tested whether motor sign asymmetry could be associated with different motivated behavior patterns in de novo drug-naïve PD. We performed a cross-sectional study in 128 de novo drug-naïve PD patients and used the Ardouin Scale of Behavior in Parkinson's disease (ASBPD) to assess a set of motivated behaviors. We assessed motor asymmetry based on (i) side of motor onset and (ii) MDS-UPDRS motor score, then we compared right hemibody Parkinson's disease to left hemibody Parkinson's disease. According to the MDS-UPDRS motor score, patients with de novo right hemibody PD had significantly lower frequency of approach behaviors (p = 0.031), including nocturnal hyperactivity (p = 0.040), eating behavior (p = 0.040), creativity (p = 0.040), and excess of motivation (p = 0.017) than patients with de novo left hemibody PD. Patients with de novo left hemibody PD did not significantly differ from those with de novo right hemibody PD regarding avoidance behaviors including apathy, anxiety and depression. Our findings suggest that motor sign asymmetry may be associated with an imbalance between motivated behaviors in de novo drug-naïve Parkinson's disease.
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Affiliation(s)
- Matthieu Béreau
- Neurology Department, University Hospital of Besançon, CHRU de Besançon, 3 Bd Alexandre Fleming, 25030, Besançon Cedex, France.
- Laboratoire de Recherches Intégratives en Neurosciences et Psychologie Cognitive - UR LINC, Université Bourgogne Franche-Comté, Besançon, France.
| | - Anna Castrioto
- Inserm, U1216, Grenoble Institut Neurosciences, CHU Grenoble Alpes, University Grenoble Alpes, 38000, Grenoble, France
| | - Mathieu Servant
- Laboratoire de Recherches Intégratives en Neurosciences et Psychologie Cognitive - UR LINC, Université Bourgogne Franche-Comté, Besançon, France
| | - Eugénie Lhommée
- Inserm, U1216, Grenoble Institut Neurosciences, CHU Grenoble Alpes, University Grenoble Alpes, 38000, Grenoble, France
| | - Maxime Desmarets
- Unité de Méthodologie, CIC INSERM 1431, CHU de Besançon, Besançon, France
| | - Amélie Bichon
- Inserm, U1216, Grenoble Institut Neurosciences, CHU Grenoble Alpes, University Grenoble Alpes, 38000, Grenoble, France
| | - Pierre Pélissier
- Inserm, U1216, Grenoble Institut Neurosciences, CHU Grenoble Alpes, University Grenoble Alpes, 38000, Grenoble, France
| | - Emmanuelle Schmitt
- Inserm, U1216, Grenoble Institut Neurosciences, CHU Grenoble Alpes, University Grenoble Alpes, 38000, Grenoble, France
| | - Hélène Klinger
- Movement Disorders Unit, Neurology Department, Hospices Civils de Lyon, Lyon, France
- Faculté de Médecine Lyon Sud, Université Claude Bernard Lyon 1, University of Lyon, Lyon, France
- CNRS, Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, Bron, France
| | - Nadine Longato
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Clélie Phillipps
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Thomas Wirth
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM-U964/CNRS-UMR7104, Université de Strasbourg, Illkirch, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Valérie Fraix
- Inserm, U1216, Grenoble Institut Neurosciences, CHU Grenoble Alpes, University Grenoble Alpes, 38000, Grenoble, France
| | - Isabelle Benatru
- Neurology Department, University Hospital of Poitiers, Poitiers, France
- INSERM, CHU de Poitiers, Centre d'Investigation Clinique CIC1402, University of Poitiers, Poitiers, France
| | - Franck Durif
- EA7280 NPsy-Sydo, Université Clermont Auvergne, Clermont-Ferrand, France
- Neurology Department, Clermont-Ferrand University Hospital, Clermont-Ferrand, France
| | - Jean-Philippe Azulay
- Movement Disorders Unit, Neurology Department, University Hospital of Marseille, Marseille, France
| | - Elena Moro
- Inserm, U1216, Grenoble Institut Neurosciences, CHU Grenoble Alpes, University Grenoble Alpes, 38000, Grenoble, France
| | - Emmanuel Broussolle
- Movement Disorders Unit, Neurology Department, Hospices Civils de Lyon, Lyon, France
- Faculté de Médecine Lyon Sud, Université Claude Bernard Lyon 1, University of Lyon, Lyon, France
- CNRS, Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, Bron, France
| | - Stéphane Thobois
- Movement Disorders Unit, Neurology Department, Hospices Civils de Lyon, Lyon, France
- Faculté de Médecine Lyon Sud, Université Claude Bernard Lyon 1, University of Lyon, Lyon, France
- CNRS, Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, Bron, France
| | - Christine Tranchant
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Paul Krack
- Department of Neurology, Movement Disorders Center, University Hospital of Bern, Bern, Switzerland
| | - Mathieu Anheim
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM-U964/CNRS-UMR7104, Université de Strasbourg, Illkirch, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
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19
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Fiori F, Ciricugno A, Cattaneo Z, Ferrari C. The Impact of the Perception of Primary Facial Emotions on Corticospinal Excitability. Brain Sci 2023; 13:1291. [PMID: 37759892 PMCID: PMC10527337 DOI: 10.3390/brainsci13091291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/01/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
The link between emotional experience and motor body responses has long been acknowledged. A well-established approach to exploring the effect of the perception of emotional stimuli on the motor system is measuring variations in the excitability of the corticospinal tract (CSE) through motor-evoked potentials (MEP) elicited via transcranial magnetic stimulation (TMS). Previous evidence has indicated a selective increase in MEP amplitude while participants view emotional stimuli, such as emotional facial expressions, compared to neutral cues. However, it is still not clear whether this effect depends on the specific emotional meaning conveyed by the stimulus. In the present study, we explored whether viewing faces expressing the primary emotions compared to faces with a neutral expression affects individuals' CSE, measured using TMS-elicited MEPs. Specifically, we elicited MEPs from the left motor cortex (M1) while participants passively viewed the same faces expressing either anger, fear, disgust, happiness, sadness, surprise, and no emotion (in different blocks). We found that the observation of fearful, angry, disgusted, and happy facial expressions was associated with a significant increase in the MEPs' amplitude compared to neutral facial expressions, with a comparable enhancement in the CSE occurring across these emotions. In turn, viewing sad and surprised faces did not modulate the CSE. Overall, our findings suggest that only facial expressions that signal (real or potential) danger or a rewarding stimulus, but not emotional facial expressions per se, are capable of activating action-related mechanisms.
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Affiliation(s)
- Francesca Fiori
- Research Unit of Neurophysiology and Neuroengineering of Human-Technology Interaction (NeXTlab), Department of Medicine, Campus Bio-Medico University, 00128 Roma, Italy;
| | - Andrea Ciricugno
- Social Experimental Psychology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (A.C.); (C.F.)
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy
| | - Zaira Cattaneo
- Social Experimental Psychology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (A.C.); (C.F.)
- Department of Human and Social Sciences, University of Bergamo, 24129 Bergamo, Italy
| | - Chiara Ferrari
- Social Experimental Psychology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (A.C.); (C.F.)
- Department of Humanities, University of Pavia, 27100 Pavia, Italy
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20
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Choi J, Kaongoen N, Choi H, Kim M, Kim BH, Jo S. Decoding auditory-evoked response in affective states using wearable around-ear EEG system. Biomed Phys Eng Express 2023; 9:055029. [PMID: 37591224 DOI: 10.1088/2057-1976/acf137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 08/17/2023] [Indexed: 08/19/2023]
Abstract
Objective.In this paper, an around-ear EEG system is investigated as an alternative methodology to conventional scalp-EEG-based systems in classifying human affective states in the arousal-valence domain evoked in response to auditory stimuli.Approach.EEG recorded from around the ears is compared to EEG collected according to the international 10-20 system in terms of efficacy in an affective state classification task. A wearable device with eight dry EEG channels is designed for ear-EEG acquisition in this study. Twenty-one subjects participated in an experiment consisting of six sessions over three days using both ear and scalp-EEG acquisition methods. Experimental tasks consisted of listening to an auditory stimulus and self-reporting the elicited emotion in response to the said stimulus. Various features were used in tandem with asymmetry methods to evaluate binary classification performances of arousal and valence states using ear-EEG signals in comparison to scalp-EEG.Main results.We achieve an average accuracy of 67.09% ± 6.14 for arousal and 66.61% ± 6.14 for valence after training a multi-layer extreme learning machine with ear-EEG signals in a subject-dependent context in comparison to scalp-EEG approach which achieves an average accuracy of 68.59% ± 6.26 for arousal and 67.10% ± 4.99 for valence. In a subject-independent context, the ear-EEG approach achieves 63.74% ± 3.84 for arousal and 64.32% ± 6.38 for valence while the scalp-EEG approach achieves 64.67% ± 6.91 for arousal and 64.86% ± 5.95 for valence. The best results show no significant differences between ear-EEG and scalp-EEG signals for classifications of affective states.Significance.To the best of our knowledge, this paper is the first work to explore the use of around-ear EEG signals in emotion monitoring. Our results demonstrate the potential use of around-ear EEG systems for the development of emotional monitoring setups that are more suitable for use in daily affective life log systems compared to conventional scalp-EEG setups.
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Affiliation(s)
- Jaehoon Choi
- School of Computing, KAIST, Daejeon, Republic of Korea
| | | | - HyoSeon Choi
- Department of Electrical and Computer Engineering, Inha University, Incheon, Republic of Korea
| | - Minuk Kim
- School of Electrical Engineering, KAIST, Daejeon, Republic of Korea
| | - Byung Hyung Kim
- Department of Electrical and Computer Engineering, Inha University, Incheon, Republic of Korea
- Department of Artificial Intelligence, Inha University, Incheon, Republic of Korea
| | - Sungho Jo
- School of Computing, KAIST, Daejeon, Republic of Korea
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21
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Straulino E, Scarpazza C, Spoto A, Betti S, Chozas Barrientos B, Sartori L. The Spatiotemporal Dynamics of Facial Movements Reveals the Left Side of a Posed Smile. BIOLOGY 2023; 12:1160. [PMID: 37759560 PMCID: PMC10525663 DOI: 10.3390/biology12091160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 08/14/2023] [Accepted: 08/19/2023] [Indexed: 09/29/2023]
Abstract
Humans can recombine thousands of different facial expressions. This variability is due to the ability to voluntarily or involuntarily modulate emotional expressions, which, in turn, depends on the existence of two anatomically separate pathways. The Voluntary (VP) and Involuntary (IP) pathways mediate the production of posed and spontaneous facial expressions, respectively, and might also affect the left and right sides of the face differently. This is a neglected aspect in the literature on emotion, where posed expressions instead of genuine expressions are often used as stimuli. Two experiments with different induction methods were specifically designed to investigate the unfolding of spontaneous and posed facial expressions of happiness along the facial vertical axis (left, right) with a high-definition 3-D optoelectronic system. The results showed that spontaneous expressions were distinguished from posed facial movements as revealed by reliable spatial and speed key kinematic patterns in both experiments. Moreover, VP activation produced a lateralization effect: compared with the felt smile, the posed smile involved an initial acceleration of the left corner of the mouth, while an early deceleration of the right corner occurred in the second phase of the movement, after the velocity peak.
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Affiliation(s)
- Elisa Straulino
- Department of General Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy; (C.S.); (A.S.)
| | - Cristina Scarpazza
- Department of General Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy; (C.S.); (A.S.)
- Translational Neuroimaging and Cognitive Lab, IRCCS San Camillo Hospital, Via Alberoni 70, 30126 Venice, Italy
| | - Andrea Spoto
- Department of General Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy; (C.S.); (A.S.)
| | - Sonia Betti
- Department of Psychology, Centre for Studies and Research in Cognitive Neuroscience, University of Bologna, Viale Rasi e Spinelli 176, 47521 Cesena, Italy;
| | - Beatriz Chozas Barrientos
- Department of Chiropractic Medicine, University of Zurich, Balgrist University Hospital, Forchstrasse 340, 8008 Zürich, Switzerland;
| | - Luisa Sartori
- Department of General Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy; (C.S.); (A.S.)
- Padova Neuroscience Center, University of Padova, Via Giuseppe Orus 2, 35131 Padova, Italy
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22
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Mouri FI, Valderrama CE, Camorlinga SG. Identifying relevant asymmetry features of EEG for emotion processing. Front Psychol 2023; 14:1217178. [PMID: 37663334 PMCID: PMC10469865 DOI: 10.3389/fpsyg.2023.1217178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/21/2023] [Indexed: 09/05/2023] Open
Abstract
The left and right hemispheres of the brain process emotion differently. Neuroscientists have proposed two models to explain this difference. The first model states that the right hemisphere is dominant over the left to process all emotions. In contrast, the second model states that the left hemisphere processes positive emotions, whereas the right hemisphere processes negative emotions. Previous studies have used these asymmetry models to enhance the classification of emotions in machine learning models. However, little research has been conducted to explore how machine learning models can help identify associations between hemisphere asymmetries and emotion processing. To address this gap, we conducted two experiments using a subject-independent approach to explore how the asymmetry of the brain hemispheres is involved in processing happiness, sadness, fear, and neutral emotions. We analyzed electroencephalogram (EEG) signals from 15 subjects collected while they watched video clips evoking these four emotions. We derived asymmetry features from the recorded EEG signals by calculating the log ratio between the relative energy of symmetrical left and right nodes. Using the asymmetry features, we trained four binary logistic regressions, one for each emotion, to identify which features were more relevant to the predictions. The average AUC-ROC across the 15 subjects was 56.2, 54.6, 51.6, and 58.4% for neutral, sad, fear, and happy, respectively. We validated these results with an independent dataset, achieving comparable AUC-ROC values. Our results showed that brain lateralization was observed primarily in the alpha frequency bands, whereas for the other frequency bands, both hemispheres were involved in emotion processing. Furthermore, the logistic regression analysis indicated that the gamma and alpha bands were the most relevant for predicting emotional states, particularly for the lateral frontal, parietal, and temporal EEG pairs, such as FT7-FT8, T7-T8, and TP7-TP8. These findings provide valuable insights into which brain areas and frequency bands need to be considered when developing predictive models for emotion recognition.
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23
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Bahari A, Hasani J. Both direction and degree of handedness as influential factors in rumination. Laterality 2023; 28:377-405. [PMID: 37635276 DOI: 10.1080/1357650x.2023.2250078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 08/15/2023] [Indexed: 08/29/2023]
Abstract
There is contradictory evidence on the influence of handedness on depression and anxiety. However, few studies have investigated the relationship between handedness and rumination, which is robustly associated with both depression and anxiety. This study aimed to examine the influence of direction and consistency of handedness on rumination, considering four different classifications of handedness. The study sample included 406 participants (282 females) who attended an online survey and answered a demographic questionnaire, the Edinburgh Handedness Inventory, the Ruminative Response Scale, and the second edition of the Beck Depression Inventory. Considering four different classifications of handedness, a series of one-way ANOVAs was conducted to investigate any differences between the handedness groups. Besides, linear regression models were used to predict depression or rumination scores among the whole study sample, left-handers, and right-handers. Consistency of handedness predicted rumination among right-handers (but not left-handers), with a direct association between consistency and brooding/total rumination scores. Also, consistent left-handers and consistent right-handers showed higher brooding scores than inconsistent right-handers. Overall, the results supported the significant influence of both direction and consistency of handedness on individual differences in rumination and suggested consistent- and left-handedness as perpetuating factors for ruminative response style.
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Affiliation(s)
- Ali Bahari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Jafar Hasani
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
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24
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Masuda N, Yairi IE. Multi-Input CNN-LSTM deep learning model for fear level classification based on EEG and peripheral physiological signals. Front Psychol 2023; 14:1141801. [PMID: 37325747 PMCID: PMC10267388 DOI: 10.3389/fpsyg.2023.1141801] [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: 01/10/2023] [Accepted: 05/15/2023] [Indexed: 06/17/2023] Open
Abstract
Objective and accurate classification of fear levels is a socially important task that contributes to developing treatments for Anxiety Disorder, Obsessive-compulsive Disorder, Post-Traumatic Stress Disorder (PTSD), and Phobia. This study examines a deep learning model to automatically estimate human fear levels with high accuracy using multichannel EEG signals and multimodal peripheral physiological signals in the DEAP dataset. The Multi-Input CNN-LSTM classification model combining Convolutional Neural Network (CNN) and Long Sort-Term Memory (LSTM) estimated four fear levels with an accuracy of 98.79% and an F1 score of 99.01% in a 10-fold cross-validation. This study contributes to the following; (1) to present the possibility of recognizing fear emotion with high accuracy using a deep learning model from physiological signals without arbitrary feature extraction or feature selection, (2) to investigate effective deep learning model structures for high-accuracy fear recognition and to propose Multi-Input CNN-LSTM, and (3) to examine the model's tolerance to individual differences in physiological signals and the possibility of improving accuracy through additional learning.
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25
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El Basbasse Y, Packheiser J, Peterburs J, Maymon C, Güntürkün O, Grimshaw G, Ocklenburg S. Walk the plank! Using mobile electroencephalography to investigate emotional lateralization of immersive fear in virtual reality. ROYAL SOCIETY OPEN SCIENCE 2023; 10:221239. [PMID: 37266038 PMCID: PMC10230188 DOI: 10.1098/rsos.221239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 04/03/2023] [Indexed: 06/03/2023]
Abstract
Most studies on emotion processing induce emotions through images or films. However, this method lacks ecological validity, limiting generalization to real-life emotion processing. More realistic paradigms using virtual reality (VR) may be better suited to investigate authentic emotional states and their neuronal correlates. This pre-registered study examines the neuronal underpinnings of naturalistic fear, measured using mobile electroencephalography (EEG). Seventy-five healthy participants walked across a virtual plank which extended from the side of a skyscraper-either 80 storeys up (the negative condition) or at street level (the neutral condition). Subjective ratings showed that the negative condition induced feelings of fear. Following the VR experience, participants passively viewed negative and neutral images from the international affective picture system (IAPS) outside of VR. We compared frontal alpha asymmetry between the plank and IAPS task and across valence of the conditions. Asymmetry indices in the plank task revealed greater right-hemispheric lateralization during the negative VR condition, relative to the neutral VR condition and to IAPS viewing. Within the IAPS task, no significant asymmetries were detected. In summary, our findings indicate that immersive technologies such as VR can advance emotion research by providing more ecologically valid ways to induce emotion.
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Affiliation(s)
- Yasmin El Basbasse
- Department of Biopsychology, Faculty of Psychology, Institute of Cognitive Neuroscience, Ruhr-University Bochum, Universitätsstrasse 150, 44780 Bochum, Germany
| | - Julian Packheiser
- Netherlands Institute for Neuroscience, Social Brain Lab, 1105 BA Amsterdam, The Netherlands
| | - Jutta Peterburs
- Institute for Systems Medicine & Department of Human Medicine, MSH Medical School Hamburg, Victoria University of Wellington, Wellington 6140, New Zealand
| | - Christopher Maymon
- School of Psychology, Victoria University of Wellington, Wellington 6140, New Zealand
| | - Onur Güntürkün
- Department of Biopsychology, Faculty of Psychology, Institute of Cognitive Neuroscience, Ruhr-University Bochum, Universitätsstrasse 150, 44780 Bochum, Germany
- Research Center One Health Ruhr, Research Alliance Ruhr, Ruhr University Bochum, Bochum, Germany
| | - Gina Grimshaw
- School of Psychology, Victoria University of Wellington, Wellington 6140, New Zealand
| | - Sebastian Ocklenburg
- Department of Biopsychology, Faculty of Psychology, Institute of Cognitive Neuroscience, Ruhr-University Bochum, Universitätsstrasse 150, 44780 Bochum, Germany
- Department of Psychology, MSH Medical School Hamburg, Am Kaiserkai 1, 20457 Hamburg, Germany
- Institute for Cognitive and Affective Neuroscience, Medical School Hamburg, Am Kaiserkai 1, 20457 Hamburg, Germany
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26
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Mahady A, Takac M, De Foe A. What is autonomous sensory meridian response (ASMR)? A narrative review and comparative analysis of related phenomena. Conscious Cogn 2023; 109:103477. [PMID: 36806854 DOI: 10.1016/j.concog.2023.103477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 01/16/2023] [Accepted: 01/25/2023] [Indexed: 02/17/2023]
Abstract
A narrative review of autonomous sensory meridian response (ASMR) was carried out. Definitional factors relevant to ASMR were canvassed. Related, but distinctly unique, sensorial phenomena, including frisson, synaesthesia, and misophonia were considered. Finally, the status of literature with respect to clinical outcomes, individual differences, and current research applications was evaluated. ASMR is a nascent phenomenon that has rapidly progressed in scope and depth of study throughout the past decade; a notable shift from brief-form studies to an increase in formalised trials is noted. Yet, critical questions remain unaddressed, including expectancy and placebo effects, that future research should interrogate.
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Affiliation(s)
- Aidan Mahady
- School of Health and Biomedical Sciences, RMIT University, Australia
| | - Marcel Takac
- School of Health and Biomedical Sciences, RMIT University, Australia.
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27
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Pawar S, Fagerstrøm A, Sigurdsson V, Arntzen E. Analyzing motivating functions of consumer behavior: Evidence from attention and neural responses to choices and consumption. Front Psychol 2023; 14:1053528. [PMID: 36844284 PMCID: PMC9947287 DOI: 10.3389/fpsyg.2023.1053528] [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: 09/25/2022] [Accepted: 01/19/2023] [Indexed: 02/11/2023] Open
Abstract
Academia and business have shown an increased interest in using neurophysiological methods, such as eye-tracking and electroencephalography (EEG), to assess consumer motivation. The current research contributes to this literature by verifying whether these methods can predict the effects of antecedent events as motivating functions of attention, neural responses, choice, and consumption. Antecedent motivational factors are discussed, with a specific focus on deprivation as such a situational factor. Thirty-two participants were randomly assigned to the experimental and control conditions. Water deprivation of 11-12 h was used as an establishing operation to increase the reinforcing effectiveness of water. We designed three experimental sessions to capture the complexity of the relationship between antecedents and consumer behavior. Experimental manipulations in session 1 established the effectiveness of water for the experimental group and abolished it for the control group. Results from session 2 show that participants in the experimental group had significantly higher average fixation duration for the image of water. Their frontal asymmetry did not provide significant evidence of greater left frontal activation toward the water image. Session 3 demonstrated that choice and consumption behavior of the relevant reinforcer was significantly higher for participants in the experimental group. These early findings highlight the potential application of a multi-method approach using neurophysiological tools in consumer research, which provides a comprehensive picture of the functional relationship between motivating events, behavior (attention, neural responses, choice, and consumption), and consequences.
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Affiliation(s)
- Sanchit Pawar
- School of Economics, Innovation and Technology, Kristiania University College, Oslo, Norway,*Correspondence: Sanchit Pawar,
| | - Asle Fagerstrøm
- School of Economics, Innovation and Technology, Kristiania University College, Oslo, Norway
| | - Valdimar Sigurdsson
- Department of Business Administration, Reykjavik University, Reykjavik, Iceland
| | - Erik Arntzen
- Department of Behavioural Sciences, Oslo Metropolitan University, Oslo, Norway
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28
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Straulino E, Scarpazza C, Sartori L. What is missing in the study of emotion expression? Front Psychol 2023; 14:1158136. [PMID: 37179857 PMCID: PMC10173880 DOI: 10.3389/fpsyg.2023.1158136] [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: 02/03/2023] [Accepted: 04/06/2023] [Indexed: 05/15/2023] Open
Abstract
While approaching celebrations for the 150 years of "The Expression of the Emotions in Man and Animals", scientists' conclusions on emotion expression are still debated. Emotion expression has been traditionally anchored to prototypical and mutually exclusive facial expressions (e.g., anger, disgust, fear, happiness, sadness, and surprise). However, people express emotions in nuanced patterns and - crucially - not everything is in the face. In recent decades considerable work has critiqued this classical view, calling for a more fluid and flexible approach that considers how humans dynamically perform genuine expressions with their bodies in context. A growing body of evidence suggests that each emotional display is a complex, multi-component, motoric event. The human face is never static, but continuously acts and reacts to internal and environmental stimuli, with the coordinated action of muscles throughout the body. Moreover, two anatomically and functionally different neural pathways sub-serve voluntary and involuntary expressions. An interesting implication is that we have distinct and independent pathways for genuine and posed facial expressions, and different combinations may occur across the vertical facial axis. Investigating the time course of these facial blends, which can be controlled consciously only in part, is recently providing a useful operational test for comparing the different predictions of various models on the lateralization of emotions. This concise review will identify shortcomings and new challenges regarding the study of emotion expressions at face, body, and contextual levels, eventually resulting in a theoretical and methodological shift in the study of emotions. We contend that the most feasible solution to address the complex world of emotion expression is defining a completely new and more complete approach to emotional investigation. This approach can potentially lead us to the roots of emotional display, and to the individual mechanisms underlying their expression (i.e., individual emotional signatures).
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Affiliation(s)
- Elisa Straulino
- Department of General Psychology, University of Padova, Padova, Italy
- *Correspondence: Elisa Straulino,
| | - Cristina Scarpazza
- Department of General Psychology, University of Padova, Padova, Italy
- IRCCS San Camillo Hospital, Venice, Italy
| | - Luisa Sartori
- Department of General Psychology, University of Padova, Padova, Italy
- Padova Neuroscience Center, University of Padova, Padova, Italy
- Luisa Sartori,
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29
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Testing of Behavioural Asymmetries as Markers for Brain Lateralization of Emotional States in Pet Dogs: A Critical Review. Neurosci Biobehav Rev 2022; 143:104950. [DOI: 10.1016/j.neubiorev.2022.104950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 11/04/2022] [Accepted: 11/05/2022] [Indexed: 11/09/2022]
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30
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Changes in Brain Activity in Healthy Women during Self-Regulation of Slow EEG Activity in the Prefrontal Cortex. Bull Exp Biol Med 2022; 174:7-12. [PMID: 36437325 DOI: 10.1007/s10517-022-05637-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Indexed: 11/29/2022]
Abstract
Frontal alpha asymmetry neurofeedback is used in affective disorders; however, little is known about the effects of this protocol on the composition of brain networks. In the current study, 13 healthy women underwent a course of self-regulation of the asymmetry of the EEG alpha or theta (control condition) band power. Before and after the course, resting state fMRI recordings were made. In the experimental group compared with the control group, the connectivity of the right occipital regions with the anterior cingulate, the left anterior insula, and the left caudate was blunted. Also, in the experimental group in the right hemisphere, the connectivity of the activity of the dorsal prefrontal cortex and the frontal pole was reduced. Thus, the experience of controlling the EEG alpha activity may specifically rearrange the functional connections of the emotional and motivational systems of the brain to the region of the maximum alpha amplitudes.
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31
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Donos C, Blidarescu B, Pistol C, Oane I, Mindruta I, Barborica A. A comparison of uni- and multi-variate methods for identifying brain networks activated by cognitive tasks using intracranial EEG. Front Neurosci 2022; 16:946240. [PMID: 36225734 PMCID: PMC9549146 DOI: 10.3389/fnins.2022.946240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 09/08/2022] [Indexed: 11/20/2022] Open
Abstract
Cognitive tasks are commonly used to identify brain networks involved in the underlying cognitive process. However, inferring the brain networks from intracranial EEG data presents several challenges related to the sparse spatial sampling of the brain and the high variability of the EEG trace due to concurrent brain processes. In this manuscript, we use a well-known facial emotion recognition task to compare three different ways of analyzing the contrasts between task conditions: permutation cluster tests, machine learning (ML) classifiers, and a searchlight implementation of multivariate pattern analysis (MVPA) for intracranial sparse data recorded from 13 patients undergoing presurgical evaluation for drug-resistant epilepsy. Using all three methods, we aim at highlighting the brain structures with significant contrast between conditions. In the absence of ground truth, we use the scientific literature to validate our results. The comparison of the three methods’ results shows moderate agreement, measured by the Jaccard coefficient, between the permutation cluster tests and the machine learning [0.33 and 0.52 for the left (LH) and right (RH) hemispheres], and 0.44 and 0.37 for the LH and RH between the permutation cluster tests and MVPA. The agreement between ML and MVPA is higher: 0.65 for the LH and 0.62 for the RH. To put these results in context, we performed a brief review of the literature and we discuss how each brain structure’s involvement in the facial emotion recognition task.
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Affiliation(s)
- Cristian Donos
- Department of Physics, University of Bucharest, Bucharest, Romania
- *Correspondence: Cristian Donos,
| | | | | | - Irina Oane
- Department of Physics, University of Bucharest, Bucharest, Romania
- Epilepsy Monitoring Unit, Department of Neurology, Emergency University Hospital Bucharest, Bucharest, Romania
| | - Ioana Mindruta
- Department of Physics, University of Bucharest, Bucharest, Romania
| | - Andrei Barborica
- Department of Physics, University of Bucharest, Bucharest, Romania
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32
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Jiang L, Siriaraya P, Choi D, Zeng F, Kuwahara N. Electroencephalogram signals emotion recognition based on convolutional neural network-recurrent neural network framework with channel-temporal attention mechanism for older adults. Front Aging Neurosci 2022; 14:945024. [PMID: 36212045 PMCID: PMC9535340 DOI: 10.3389/fnagi.2022.945024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/29/2022] [Indexed: 11/13/2022] Open
Abstract
Reminiscence and conversation between older adults and younger volunteers using past photographs are very effective in improving the emotional state of older adults and alleviating depression. However, we need to evaluate the emotional state of the older adult while conversing on the past photographs. While electroencephalogram (EEG) has a significantly stronger association with emotion than other physiological signals, the challenge is to eliminate muscle artifacts in the EEG during speech as well as to reduce the number of dry electrodes to improve user comfort while maintaining high emotion recognition accuracy. Therefore, we proposed the CTA-CNN-Bi-LSTM emotion recognition framework. EEG signals of eight channels (P3, P4, F3, F4, F7, F8, T7, and T8) were first implemented in the MEMD-CCA method on three brain regions separately (Frontal, Temporal, Parietal) to remove the muscle artifacts then were fed into the Channel-Temporal attention module to get the weights of channels and temporal points most relevant to the positive, negative and neutral emotions to recode the EEG data. A Convolutional Neural Networks (CNNs) module then extracted the spatial information in the new EEG data to obtain the spatial feature maps which were then sequentially inputted into a Bi-LSTM module to learn the bi-directional temporal information for emotion recognition. Finally, we designed four group experiments to demonstrate that the proposed CTA-CNN-Bi-LSTM framework outperforms the previous works. And the highest average recognition accuracy of the positive, negative, and neutral emotions achieved 98.75%.
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Affiliation(s)
- Lei Jiang
- Graduate School of Science and Technology, Kyoto Institute of Technology, Kyoto, Japan
| | - Panote Siriaraya
- Graduate School of Science and Technology, Kyoto Institute of Technology, Kyoto, Japan
| | - Dongeun Choi
- Faculty of Informatics, The University of Fukuchiyama, Kyoto, Japan
| | - Fangmeng Zeng
- College of Textile Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, China
| | - Noriaki Kuwahara
- Graduate School of Science and Technology, Kyoto Institute of Technology, Kyoto, Japan
- *Correspondence: Noriaki Kuwahara,
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Hemispheric asymmetries for emotions in non-human primates: A systematic review. Neurosci Biobehav Rev 2022; 141:104830. [PMID: 36031009 DOI: 10.1016/j.neubiorev.2022.104830] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/19/2022] [Accepted: 08/14/2022] [Indexed: 11/21/2022]
Abstract
A systematic review of investigations evaluating hemispheric asymmetries for emotions in primates was undertaken to individuate the most consistent lines of research allowing to check the hypothesis of a continuum in emotional lateralization across vertebrates. We reviewed studies on the lateralization of emotional expression (N = 31) and perception (N = 32) and of markers of emotional activation (N = 9), trying to distinguish those which had given respectively more consistent or more conflicting outcomes. Furthermore, we tried to identify the most strongly supported model of emotional lateralization. The most consistent results were obtained in studies investigating asymmetries in emotional expression at the facial level and in the perception of emotional facial expressions, whereas the most disappointing data were obtained in investigations evaluating possible neurophysiological markers of lateralized emotional activation. These results supported more the hypothesis of a continuity between humans and non-human primates than the more general hypothesis of a continuum between humans and all vertebrates. Furthermore, results supported more the 'right hemisphere' than the 'valence' model of emotional lateralization.
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34
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Duncan A, Simon T, Frasnelli E. Investigating the influence of neuter status on paw preference in dogs and cats. Laterality 2022; 27:359-378. [PMID: 35688604 DOI: 10.1080/1357650x.2022.2086563] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Motor lateralization is commonly observed through preferential paw use in dogs and cats. Previous studies have uncovered sex-related differences in paw preference, hypothesizing that these differences may be related to sex hormones. The current study aimed to compare neutered and entire individuals to further investigate whether paw preference is influenced by sex hormones. Dog and cat owners were required to fill in a questionnaire with demographic information such as sex and neuter status of their pets. They then carried out two simple paw preference tasks within their homes: a "reaching for food" task and a "reaching for a toy" task. This study revealed an overall preference among the 272 dogs and 137 cats tested to use their right paw in both tasks. In cats, the degree of paw preference (i.e., regardless of the direction) was significantly influenced by an interaction between neuter status and life stage. Also in dogs, both life stage and an interaction between neuter status and life stage tended to influence the degree of paw preference. Post-hoc power analysis revealed a lack of statistical power, suggesting that future studies using a larger sample size are needed to further investigate potential effects of neuter status on paw preference.
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Affiliation(s)
- Amelia Duncan
- School of Life Sciences, University of Lincoln, Lincoln, UK
| | - Tim Simon
- School of Life Sciences, University of Lincoln, Lincoln, UK
| | - Elisa Frasnelli
- School of Life Sciences, University of Lincoln, Lincoln, UK.,CIMeC Center for Mind/Brain Sciences, University of Trento, Rovereto, Italy
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Qiu Z, Lei X, Becker SI, Pegna AJ. Neural activities during the Processing of unattended and unseen emotional faces: a voxel-wise Meta-analysis. Brain Imaging Behav 2022; 16:2426-2443. [PMID: 35739373 PMCID: PMC9581832 DOI: 10.1007/s11682-022-00697-8] [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] [Accepted: 06/03/2022] [Indexed: 11/27/2022]
Abstract
Voxel-wise meta-analyses of task-evoked regional activity were conducted for healthy individuals during the unconscious processing of emotional and neutral faces with an aim to examine whether and how different experimental paradigms influenced brain activation patterns. Studies were categorized into sensory and attentional unawareness paradigms. Thirty-four fMRI studies including 883 healthy participants were identified. Across experimental paradigms, unaware emotional faces elicited stronger activation of the limbic system, striatum, inferior frontal gyrus, insula and the temporal lobe, compared to unaware neutral faces. Crucially, in attentional unawareness paradigms, unattended emotional faces elicited a right-lateralized increased activation (i.e., right amygdala, right temporal pole), suggesting a right hemisphere dominance for processing emotional faces during inattention. By contrast, in sensory unawareness paradigms, unseen emotional faces elicited increased activation of the left striatum, the left amygdala and the right middle temporal gyrus. Additionally, across paradigms, unconsciously processed positive emotions were found associated with more activation in temporal and parietal cortices whereas unconsciously processed negative emotions elicited stronger activation in subcortical regions, compared to neutral faces.
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Affiliation(s)
- Zeguo Qiu
- School of Psychology, The University of Queensland, Brisbane, 4072, Australia.
| | - Xue Lei
- School of Psychology, The University of Queensland, Brisbane, 4072, Australia
| | - Stefanie I Becker
- School of Psychology, The University of Queensland, Brisbane, 4072, Australia
| | - Alan J Pegna
- School of Psychology, The University of Queensland, Brisbane, 4072, Australia
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Borra D, Magosso E, Castelo-Branco M, Simoes M. A Bayesian-optimized design for an interpretable convolutional neural network to decode and analyze the P300 response in autism. J Neural Eng 2022; 19. [PMID: 35704992 DOI: 10.1088/1741-2552/ac7908] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 06/15/2022] [Indexed: 11/12/2022]
Abstract
OBJECTIVE P300 can be analyzed in autism spectrum disorder (ASD) to derive biomarkers and can be decoded in BCIs to reinforce ASD impaired skills. Convolutional neural networks (CNNs) have been proposed for P300 decoding, outperforming traditional algorithms but they i) do not investigate optimal designs in different training conditions; ii) lack in interpretability. To overcome these limitations, an interpretable CNN (ICNN), that we recently proposed for motor decoding, has been modified and adopted here, with its optimal design searched via Bayesian optimization. APPROACH The ICNN provides a straightforward interpretation of spectral and spatial features learned to decode P300. The Bayesian-optimized (BO) ICNN design was investigated separately for different training strategies (within-subject, within-session, and cross-subject) and BO models were used for the subsequent analyses. Specifically, transfer learning (TL) potentialities were investigated by assessing how pretrained cross-subject BO models performed on a new subject vs. random-initialized models. Furthermore, within-subject BO-derived models were combined with an Explanation Technique (ICNN+ET) to analyze P300 spectral and spatial features. MAIN RESULTS The ICNN resulted comparable or even outperformed existing CNNs, at the same time being lighter. Bayesian-optimized ICNN designs differed depending on the training strategy, needing more capacity as the training set variability increased. Furthermore, TL provided higher performance than networks trained from scratch. The ICNN+ET analysis suggested the frequency range [2, 5.8] Hz as the most relevant, and spatial features showed a right-hemispheric parietal asymmetry. The ICNN+ET-derived features, but not ERP-derived features, resulted significantly and highly correlated to ADOS clinical scores. SIGNIFICANCE This study substantiates the idea that a CNN can be designed both accurate and interpretable for P300 decoding, with an optimized design depending on the training condition. The novel ICNN-based analysis tool was able to better capture ASD neural signatures than traditional ERP analysis, possibly paving the way for identifying novel biomarkers.
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Affiliation(s)
- Davide Borra
- Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Via dell'Università, 50, Cesena, 47522, ITALY
| | - Elisa Magosso
- Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Via dell'Università, 50, Cesena, Emilia-Romagna, 47522, ITALY
| | - Miguel Castelo-Branco
- University of Coimbra, Edifício do ICNAS, Polo 3 Azinhaga de Santa Comba, Coimbra, Coimbra, 3000-548, PORTUGAL
| | - Marco Simoes
- University of Coimbra, Edifício do ICNAS, Polo 3 Azinhaga de Santa Comba, Coimbra, 3000-548 , PORTUGAL
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Silva LDG, Aprigio D, Marinho V, Teixeira S, Di Giacomo J, Gongora M, Budde H, Nardi AE, Bittencourt J, Cagy M, Basile LF, Orsini M, Ribeiro P, Velasques B. The Computer Simulation for Triggering Anxiety in Panic Disorder Patients Modulates the EEG Alpha Power during an Oddball Task. NEUROSCI 2022; 3:332-346. [PMID: 39483371 PMCID: PMC11523734 DOI: 10.3390/neurosci3020024] [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: 03/21/2022] [Accepted: 05/24/2022] [Indexed: 11/03/2024] Open
Abstract
AIM The present study investigated the differences between the Panic Disorder (PD) patients groups' and healthy controls for the EEG alpha dynamics under the frontal cortex and reaction time during the oddball task. MATERIAL AND METHODS The reaction time during the oddball paradigm concomitant to EEG alpha power was tested in nine PD patients and ten healthy controls before and after a computer simulation presentation. RESULTS The findings revealed a decrease in EEG alpha power in PD patients concerning the control group (p ≤ 0.0125). However, both groups demonstrated an increased cortical oscillation after the computer simulation, except for the Fp1 electrode during M3 moment in the experimental group. The experimental group has a fast reaction time compared to healthy individuals during the oddball task (p = 0.002). CONCLUSIONS We propose that the decrease in EEG alpha power in the PD patients may indicate an increase in processing related to an anxiogenic stimulus and interference of the anxiety state that compromises the inhibitory control. The reaction time task reveals cognitive symptoms in the experimental group, which may be related to the faster reactivity and high impulsivity to stimuli.
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Affiliation(s)
- Luiza Di Giorgio Silva
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (L.D.G.S.); (D.A.); (M.G.); (J.B.); (B.V.)
| | - Danielle Aprigio
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (L.D.G.S.); (D.A.); (M.G.); (J.B.); (B.V.)
| | - Victor Marinho
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Delta do Parnaíba, Parnaíba 64202-020, Brazil;
| | - Silmar Teixeira
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Delta do Parnaíba, Parnaíba 64202-020, Brazil;
| | - Jesse Di Giacomo
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (J.D.G.); (P.R.)
| | - Mariana Gongora
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (L.D.G.S.); (D.A.); (M.G.); (J.B.); (B.V.)
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (J.D.G.); (P.R.)
- Institute of Applied Neuroscience, Rio de Janeiro 22290-140, Brazil
| | - Henning Budde
- Faculty of Human Sciences, Medical School Hamburg, 20457 Hamburg, Germany;
| | - Antonio E Nardi
- Laboratory of Panic & Respiration, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil;
| | - Juliana Bittencourt
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (L.D.G.S.); (D.A.); (M.G.); (J.B.); (B.V.)
- Institute of Applied Neuroscience, Rio de Janeiro 22290-140, Brazil
- Department of Physiotherapy Rio de Janeiro, Veiga de Almeida University, Rio de Janeiro 20271-901, Brazil
| | - Mauricio Cagy
- Biomedical Engineering Program, Federal University of Rio de Janeiro, Rio de Janeiro 20271-901, Brazil;
| | - Luis Fernando Basile
- Division of Neurosurgery, University of São Paulo Medical School, São Paulo 01246-904, Brazil;
| | - Marco Orsini
- Master's Program, Vassouras University, Vassouras 27700-000, Brazil;
| | - Pedro Ribeiro
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (J.D.G.); (P.R.)
- Institute of Applied Neuroscience, Rio de Janeiro 22290-140, Brazil
| | - Bruna Velasques
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil; (L.D.G.S.); (D.A.); (M.G.); (J.B.); (B.V.)
- Institute of Applied Neuroscience, Rio de Janeiro 22290-140, Brazil
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Simon T, Frasnelli E, Guo K, Barber A, Wilkinson A, Mills DS. Is There an Association between Paw Preference and Emotionality in Pet Dogs? Animals (Basel) 2022; 12:1153. [PMID: 35565578 PMCID: PMC9103732 DOI: 10.3390/ani12091153] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 04/27/2022] [Accepted: 04/27/2022] [Indexed: 11/16/2022] Open
Abstract
Research with humans and other animals has suggested that preferential limb use is linked to emotionality. A better understanding of this still under-explored area has the potential to establish limb preference as a marker of emotional vulnerability and risk for affective disorders. This study explored the potential relationship between paw preference and emotionality in pet dogs. We examined which paw the dogs preferentially used to hold a Kong™ and to perform two different locomotion tests. Dogs' emotionality was assessed using a validated psychometric test (the Positive and Negative Activation Scale-PANAS). Significant positive correlations were found for dogs' paw use between the different locomotion tasks, suggesting that dogs may show a more general paw preference that is stable across different types of locomotion. In comparison, the correlations between the Kong™ Test and locomotion tests were only partially significant, likely due to potential limitations of the Kong™ Test and/or test-specific biomechanical requirements. No significant correlations were identified between paw preference tests and PANAS scores. These results are in contrast to previous reports of an association between dog paw preference and emotionality; animal limb preference might be task-specific and have variable task-consistency, which raises methodological questions about the use of paw preference as a marker for emotional functioning.
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Affiliation(s)
- Tim Simon
- Department of Life Sciences, University of Lincoln, Lincoln LN6 7DL, UK; (E.F.); (A.B.); (A.W.); (D.S.M.)
| | - Elisa Frasnelli
- Department of Life Sciences, University of Lincoln, Lincoln LN6 7DL, UK; (E.F.); (A.B.); (A.W.); (D.S.M.)
- CIMeC—Center for Mind/Brain Sciences, University of Trento, Piazza della Manifattura 1, 38068 Rovereto, TN, Italy
| | - Kun Guo
- Department of Psychology, University of Lincoln, Lincoln LN6 7DL, UK;
| | - Anjuli Barber
- Department of Life Sciences, University of Lincoln, Lincoln LN6 7DL, UK; (E.F.); (A.B.); (A.W.); (D.S.M.)
| | - Anna Wilkinson
- Department of Life Sciences, University of Lincoln, Lincoln LN6 7DL, UK; (E.F.); (A.B.); (A.W.); (D.S.M.)
| | - Daniel S. Mills
- Department of Life Sciences, University of Lincoln, Lincoln LN6 7DL, UK; (E.F.); (A.B.); (A.W.); (D.S.M.)
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Palomero-Gallagher N, Amunts K. A short review on emotion processing: a lateralized network of neuronal networks. Brain Struct Funct 2022; 227:673-684. [PMID: 34216271 PMCID: PMC8844151 DOI: 10.1007/s00429-021-02331-7] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 06/21/2021] [Indexed: 01/22/2023]
Abstract
Emotions are valenced mental responses and associated physiological reactions that occur spontaneously and automatically in response to internal or external stimuli, and can influence our behavior, and can themselves be modulated to a certain degree voluntarily or by external stimuli. They are subserved by large-scale integrated neuronal networks with epicenters in the amygdala and the hippocampus, and which overlap in the anterior cingulate cortex. Although emotion processing is accepted as being lateralized, the specific role of each hemisphere remains an issue of controversy, and two major hypotheses have been proposed. In the right-hemispheric dominance hypothesis, all emotions are thought to be processed in the right hemisphere, independent of their valence or of the emotional feeling being processed. In the valence lateralization hypothesis, the left is thought to be dominant for the processing of positively valenced stimuli, or of stimuli inducing approach behaviors, whereas negatively valenced stimuli, or stimuli inducing withdrawal behaviors, would be processed in the right hemisphere. More recent research points at the existence of multiple interrelated networks, each associated with the processing of a specific component of emotion generation, i.e., its generation, perception, and regulation. It has thus been proposed to move from hypotheses supporting an overall hemispheric specialization for emotion processing toward dynamic models incorporating multiple interrelated networks which do not necessarily share the same lateralization patterns.
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Affiliation(s)
- Nicola Palomero-Gallagher
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, 52425, Jülich, Germany.
- C. & O. Vogt Institute for Brain Research, Heinrich-Heine-University, 40225, Düsseldorf, Germany.
- Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty, RWTH, Aachen, Germany.
| | - Katrin Amunts
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, 52425, Jülich, Germany
- C. & O. Vogt Institute for Brain Research, Heinrich-Heine-University, 40225, Düsseldorf, Germany
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Dalmaso M, Vicovaro M, Watanabe K. Cross-cultural evidence of a space-ethnicity association in face categorisation. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-02920-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
AbstractAccording to a space-valence association, individuals tend to relate negatively- and positively-connoted stimuli with the left and right side of space, respectively. So far, only a few studies have explored whether this phenomenon can also emerge for social dimensions associated with facial stimuli. Here, we adopted a cross-cultural approach and conducted two experiments with the main aim to test whether a left–right space-valence association can also emerge for other- vs. own-race faces. Asian Japanese (Experiment 1) and White Italian (Experiment 2) participants engaged in a speeded binary classification task in which a central placed face had to be classified as either Asian or White. Manual responses were provided through a left- vs. right-side button. In both experiments, other-race faces elicited faster responses than own-race faces, in line with the well-documented other-race categorisation advantage. Moreover, evidence of an association between space and ethnic membership also arose and, interestingly, was similar in both groups. Indeed, Asian faces were responded to faster with the right-side key than with the left-side key, whereas response side had no effect for White faces. These results are discussed with regard to possible cross-cultural differences in group perception.
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41
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Berretz G, Packheiser J, Wolf OT, Ocklenburg S. Acute stress increases left hemispheric activity measured via changes in frontal alpha asymmetries. iScience 2022; 25:103841. [PMID: 35198894 PMCID: PMC8850739 DOI: 10.1016/j.isci.2022.103841] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 09/08/2021] [Accepted: 01/27/2022] [Indexed: 11/25/2022] Open
Abstract
Frontal EEG alpha band asymmetries have been linked to affective processing in healthy individuals and affective disorders. As stress provides a strong source of negative affect, the present study investigated how acute stress affects frontal EEG alpha asymmetries. Continuous EEG data were acquired from 51 healthy adult participants during stress induction with the Trier Social Stress Test. EEG data were also collected during a non-stressful control condition. Furthermore, EEG resting state data were acquired after both conditions. Under stress, participants showed stronger left hemispheric activation over frontal electrodes as well as reduced left-hemispheric activation over occipital electrodes compared to the control condition. Our results are in line with predictions of the asymmetric inhibition model which postulates that the left prefrontal cortex inhibits negative distractors. Moreover, the results support the capability model of emotional regulation which states that frontal asymmetries during emotional challenge are more pronounced compared to asymmetries during rest. EEG recording during social stress induction Stronger left hemispheric frontal activation during emotional challenge No stress-related changes in resting state EEG after stress induction Support for asymmetric inhibition and the capability model of emotional regulation
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Affiliation(s)
- Gesa Berretz
- Department of Biopsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, Universitätsstraße 150, Room: IB 6/109, 44780 Bochum, Germany
- Corresponding author
| | - Julian Packheiser
- Netherlands Institute for Neuroscience, Social Brain Lab, Amsterdam, the Netherlands
| | - Oliver T. Wolf
- Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
| | - Sebastian Ocklenburg
- Department of Biopsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, Universitätsstraße 150, Room: IB 6/109, 44780 Bochum, Germany
- Department of Psychology, Medical School Hamburg, Hamburg, Germany
- Institute for Cognitive and Affective Neuroscience, Medical School Hamburg, Hamburg, Germany
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Neuroscience and CSR: Using EEG for Assessing the Effectiveness of Branded Videos Related to Environmental Issues. SUSTAINABILITY 2022. [DOI: 10.3390/su14031347] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The majority of studies evaluating the effectiveness of branded CSR campaigns are concentrated and base their conclusions on data collection through self-reporting questionnaires. Although such studies provide insights for evaluating the effectiveness of CSR communication methods, analysing the message that is communicated, the communication channel used and the explicit brain responses of those for whom the message is intended, they lack the ability to fully encapsulate the problem of communicating environmental messages by not taking into consideration what the recipients’ implicit brain reactions are presenting. Therefore, this study aims to investigate the effectiveness of CSR video communications relating to environmental issues through the lens of the recipients’ implicit self, by employing neuroscience-based assessments. For the examination of implicit brain perception, an electroencephalogram (EEG) was used, and the collected data was analysed through three indicators identified as the most influential indicators on human behaviour. These three indicators are emotional valence, the level of brain engagement and cognitive load. The study is conducted on individuals from the millennial generation in Thessaloniki, Greece, whose implicit brain responses to seven branded commercial videos are recorded. The seven videos were a part of CSR campaigns addressing environmental issues. Simultaneously, the self-reporting results from the participants were gathered for a comparison between the explicit and implicit brain responses. One of the key findings of the study is that the explicit and implicit brain responses differ to the extent that the CSR video communications’ brain friendliness has to be taken into account in the future, to ensure success. The results of the study provide an insight for the future creation process, conceptualisation, design and content of the effective CSR communication, in regard to environmental issues.
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Aychet J, Monchy N, Blois-Heulin C, Lemasson A. Context-Dependent Gestural Laterality: A Multifactorial Analysis in Captive Red-Capped Mangabeys. Animals (Basel) 2022; 12:186. [PMID: 35049807 PMCID: PMC8772743 DOI: 10.3390/ani12020186] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 01/06/2022] [Accepted: 01/10/2022] [Indexed: 11/16/2022] Open
Abstract
Catarrhine primates gesture preferentially with their right hands, which led to the hypothesis of a gestural origin of human left-hemispheric specialization for language. However, the factors influencing this gestural laterality remain understudied in non-hominoid species, particularly in intraspecific contexts, although it may bring valuable insights into the proximate and ultimate causes of language lateralization. We present here a preliminary investigation of intraspecific gestural laterality in catarrhine monkeys, red-capped mangabeys (Cercocebus torquatus). We described the spontaneous production of brachio-manual intentional gestures in twenty-five captive subjects. Although we did not evidence any significant gestural lateralization neither at the individual- nor population-level, we found that mangabeys preferentially use their right hands to gesture in negative social contexts, such as aggressions, suggesting an effect of emotional lateralization, and that they adapt to the position of their receiver by preferentially using their ipsilateral hand to communicate. These results corroborate previous findings from ape studies. By contrast, factors related to gesture form and socio-demographic characteristics of signaler and receiver did not affect gestural laterality. To understand better the relationships between gestural laterality and brain lateralization from an evolutionary perspective, we suggest that the gestural communication of other monkey species should be examined with a multifactorial approach.
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Affiliation(s)
- Juliette Aychet
- Univ Rennes, Normandie Univ, CNRS, EthoS (Éthologie Animale et Humaine)—UMR 6552, 35380 Paimpont, France; (N.M.); (C.B.-H.); (A.L.)
| | - Noémie Monchy
- Univ Rennes, Normandie Univ, CNRS, EthoS (Éthologie Animale et Humaine)—UMR 6552, 35380 Paimpont, France; (N.M.); (C.B.-H.); (A.L.)
| | - Catherine Blois-Heulin
- Univ Rennes, Normandie Univ, CNRS, EthoS (Éthologie Animale et Humaine)—UMR 6552, 35380 Paimpont, France; (N.M.); (C.B.-H.); (A.L.)
| | - Alban Lemasson
- Univ Rennes, Normandie Univ, CNRS, EthoS (Éthologie Animale et Humaine)—UMR 6552, 35380 Paimpont, France; (N.M.); (C.B.-H.); (A.L.)
- Institut Universitaire de France, CEDEX 05, 75231 Paris, France
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Pimentel GA, Crestani AM, Florindo LH. Do spatial and recognition memories have a lateralized processing by the dorsal hippocampus CA3? Behav Brain Res 2022; 416:113566. [PMID: 34499937 DOI: 10.1016/j.bbr.2021.113566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 08/24/2021] [Accepted: 08/25/2021] [Indexed: 11/02/2022]
Abstract
The present study evaluated the function of the right and left CA3 of the dorsal hippocampus (dHPC) in the processing of (i) recognition memory, (ii) recent and remote spatial memory, (iii) working memory and (iv) navigation strategy. Wistar rats were divided into four experimental groups: vehicle group (VG), animals received a bilateral injection of phosphate-saline buffer (PBS) in both right and left dorsal CA3; dHPC-R group, animals received an injection of ibotenic acid (IBO) in the right dorsal CA3; dHPC-L group, animals received an IBO injection in left dorsal CA3; and dHPC-Bi group, animals received bilateral injections of IBO in both dorsal CA3. Rats were submitted to a sequence of behavioral tests: Morris water maze (MWM), object recognition test (ORT), forced T-maze and MWM 30 days after the first exposure. The results showed no evidence of functional lateralization and the dorsal CA3 does not seem to be essential for learning and memory (recent and remote) processing and allocentric navigation analyzed in the MWM and T-maze, respectively. However, rats with right or bilateral lesions in the dorsal CA3 failed to recognize the familiar object in the ORT, suggesting a lateralized processing of recognition memory. That result is unprecedented and contributes to the knowledge about the compartmentalization of HPC functions.
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Affiliation(s)
- Gabrielle Araujo Pimentel
- Department of Zoology and Botany, Universidade Estadual Paulista (UNESP), Rua Cristóvão Colombo, 2265, São José do Rio Preto, SP 15054-000, Brazil; Graduate Program in Animal Biology, Universidade Estadual Paulista (UNESP), Rua Cristóvão Colombo, 2265̥, São José do Rio Preto, SP 15054-000, Brazil.
| | - Ariela Maltarolo Crestani
- Department of Zoology and Botany, Universidade Estadual Paulista (UNESP), Rua Cristóvão Colombo, 2265, São José do Rio Preto, SP 15054-000, Brazil; Join Graduate Program in Physiological Sciences, Universidade Federal de São Carlos/Universidade Estadual Paulista (UFSCar/UNESP), Rodovia Washington Luiz, km 235̥, São Carlos, SP13565-905, Brazil.
| | - Luiz Henrique Florindo
- Department of Zoology and Botany, Universidade Estadual Paulista (UNESP), Rua Cristóvão Colombo, 2265, São José do Rio Preto, SP 15054-000, Brazil; Graduate Program in Animal Biology, Universidade Estadual Paulista (UNESP), Rua Cristóvão Colombo, 2265̥, São José do Rio Preto, SP 15054-000, Brazil; Join Graduate Program in Physiological Sciences, Universidade Federal de São Carlos/Universidade Estadual Paulista (UFSCar/UNESP), Rodovia Washington Luiz, km 235̥, São Carlos, SP13565-905, Brazil.
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45
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Limb Preference in Animals: New Insights into the Evolution of Manual Laterality in Hominids. Symmetry (Basel) 2022. [DOI: 10.3390/sym14010096] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Until the 1990s, the notion of brain lateralization—the division of labor between the two hemispheres—and its more visible behavioral manifestation, handedness, remained fiercely defined as a human specific trait. Since then, many studies have evidenced lateralized functions in a wide range of species, including both vertebrates and invertebrates. In this review, we highlight the great contribution of comparative research to the understanding of human handedness’ evolutionary and developmental pathways, by distinguishing animal forelimb asymmetries for functionally different actions—i.e., potentially depending on different hemispheric specializations. Firstly, lateralization for the manipulation of inanimate objects has been associated with genetic and ontogenetic factors, with specific brain regions’ activity, and with morphological limb specializations. These could have emerged under selective pressures notably related to the animal locomotion and social styles. Secondly, lateralization for actions directed to living targets (to self or conspecifics) seems to be in relationship with the brain lateralization for emotion processing. Thirdly, findings on primates’ hand preferences for communicative gestures accounts for a link between gestural laterality and a left-hemispheric specialization for intentional communication and language. Throughout this review, we highlight the value of functional neuroimaging and developmental approaches to shed light on the mechanisms underlying human handedness.
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Correlations between facial emotion processing and biochemical abnormalities in untreated adolescent patients with major depressive disorder: A proton magnetic resonance spectroscopy study. J Affect Disord 2022; 296:408-417. [PMID: 34638025 DOI: 10.1016/j.jad.2021.08.129] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 08/04/2021] [Accepted: 08/27/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND Studies show that disturbances of the fronto-striato-thalamic-cerebellar circuit could be correlated to facial emotion processing (FEP) biases in major depressive disorder (MDD). Nevertheless, the underlying mechanism of natural metabolism-emotion relationships in adolescent MDD remains unclear. METHODS Thirty-seven adolescent patients with MDD and 30 healthy controls completed FEP tasks using the Chinese Facial Affective Picture System (CAFPS). Proton magnetic resonance spectroscopy (1H-MRS) was also used to obtain ratios of N-acetylaspartate (NAA) /creatine (Cr) and choline (Cho) /Cr ratios in the prefrontal cortex (PFC), anterior cingulate cortex (ACC), putamen, thalamus and cerebellum. Correlations between abnormal neurometabolic ratios and FEP were also computed. RESULTS Compared with the control group, the MDD group had significantly lower accuracy and perception intensity of happiness, and significantly higher accuracy of disgust and perception intensity of sad and fearful faces in FEP tasks. Compared to healthy controls, adolescent patients with MDD showed significantly lower NAA/Cr ratios in the left PFC, higher NAA/Cr ratios in the right thalamus, and higher Cho/Cr ratios in the right putamen, although there were no significant differences in metabolites in the ACC and cerebellum between two groups. In the MDD group, NAA/Cr ratios of the right thalamus were negatively correlated with happy reaction time and positively correlated with sad, anger, and fear intensity; Cho/Cr ratios in the right putamen were positively correlated with fear reaction time. CONCLUSIONS Our findings suggest that FEP bias may exist in adolescents with MDD, while the impairment of FEP may be associated with abnormal metabolites in the fronto-striato-thalamic circuit.
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Allison GO, Kamath RA, Carrillo V, Alqueza KL, Pagliaccio D, Slavich GM, Shankman SA, Auerbach RP. Self-referential Processing in Remitted Depression: An Event-Related Potential Study. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2021; 3:119-129. [PMID: 36712564 PMCID: PMC9874080 DOI: 10.1016/j.bpsgos.2021.12.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 12/10/2021] [Accepted: 12/12/2021] [Indexed: 02/01/2023] Open
Abstract
Background Identifying mechanisms of major depressive disorder that continue into remission is critical, as these mechanisms may contribute to subsequent depressive episodes. Biobehavioral markers related to depressogenic self-referential processing biases have been identified in adults with depression. Thus, we investigated whether these risk factors persisted during remission as well as contributed to the occurrence of stress and depressive symptoms over time. Methods At baseline, adults with remitted depression (n = 33) and healthy control subjects (n = 33) were administered diagnostic and stress interviews as well as self-report symptom measures. In addition, participants completed a self-referential encoding task while electroencephalography data were acquired. Stress interviews and self-report symptom measures were readministered at the 6-month follow-up assessment. Results Drift diffusion modeling showed that compared with healthy individuals, adults with remitted depression exhibited a slower drift rate to negative stimuli, indicating a slower tendency to reject negative stimuli as self-relevant. At the 6-month follow-up assessment, a slower drift rate to negative stimuli predicted greater interpersonal stress severity among individuals with remitted depression but not healthy individuals while controlling for both baseline depression symptoms and interpersonal stress severity. Highlighting the specificity of this effect, results were nonsignificant when predicting noninterpersonal stress. For self-relevant positive words endorsed, adults with remitted depression exhibited smaller left- than right-hemisphere late positive potential amplitudes; healthy control subjects did not show hemispheric differences. Conclusions Self-referential processing deficits persist into remission. In line with the stress generation framework, these biases predicted the occurrence of interpersonal stress, which may provide insight about a potential pathway for the re-emergence of depressive symptoms.
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Affiliation(s)
- Grace O. Allison
- Department of Psychiatry, Columbia University, New York, New York
| | - Rahil A. Kamath
- Department of Psychiatry, Columbia University, New York, New York
| | - Vivian Carrillo
- Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, Illinois
| | - Kira L. Alqueza
- Department of Psychiatry, Columbia University, New York, New York
| | - David Pagliaccio
- Department of Psychiatry, Columbia University, New York, New York
| | - George M. Slavich
- Cousins Center for Psychoneuroimmunology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California
| | - Stewart A. Shankman
- Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, Illinois
| | - Randy P. Auerbach
- Department of Psychiatry, Columbia University, New York, New York,Division of Clinical Developmental Neuroscience, Sackler Institute, New York, New York,Address correspondence to Randy P. Auerbach, Ph.D.
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Beaton AA, Jones L, Benton D, Richards G. Judgements of attractiveness of the opposite sex and nostril differences in self-rated mood: The effects of androstenol. Biol Psychol 2021; 167:108237. [PMID: 34864067 DOI: 10.1016/j.biopsycho.2021.108237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 11/27/2021] [Accepted: 11/30/2021] [Indexed: 12/01/2022]
Abstract
Androstenol has been reported to influence judgements of attractiveness and to affect participants' mood. In the present study, participants were asked to sniff androstenol or a control odour (pure ethanol) unilaterally with the left or right nostril. Subsequently, they rated the attractiveness of photographs of the opposite sex and their own feelings on four mood scales. Participants rated the photographs as significantly more attractive after sniffing androstenol compared with the control odour. This did not depend upon androstenol being perceived as pleasant. Androstenol made male participants feel more lively, and both male and female participants more sexy, when sniffed through the right compared with the left nostril. Participants rated themselves as more irritable and aggressive when exposed to androstenol through the left nostril. The findings are discussed in relation to the effects of arousal on attraction and in the context of current theories of hemispheric differences in emotion.
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Affiliation(s)
- Alan A Beaton
- Department of Psychology, College of Human and Health Sciences, University of Swansea, Singleton Park, Swansea, Wales SA2 8PP, UK; Department of Psychology, Penglais Campus, Aberystwyth University, Aberystwyth, Ceredigion, Wales SY23 3UX, UK.
| | - Lowri Jones
- Department of Psychology, College of Human and Health Sciences, University of Swansea, Singleton Park, Swansea, Wales SA2 8PP, UK
| | - David Benton
- Department of Psychology, College of Human and Health Sciences, University of Swansea, Singleton Park, Swansea, Wales SA2 8PP, UK
| | - Gareth Richards
- School of Psychology, Faculty of Medical Sciences, Newcastle University, Dame Margaret Barbour Building, Wallace Street, Newcastle upon Tyne, England NE2 4DR, UK
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Baldachini M, Regaiolli B, Llorente M, Riba D, Spiezio C. Is There a "Right" Side of Communicating Friendship? Lateralization of Social Interactions in Zoo Barbary macaques ( Macaca sylvanus). Animals (Basel) 2021; 11:ani11113288. [PMID: 34828019 PMCID: PMC8614488 DOI: 10.3390/ani11113288] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/04/2021] [Accepted: 11/09/2021] [Indexed: 11/18/2022] Open
Abstract
Simple Summary The aim of the current study was to investigate the side (left or right) and sagittal preference (front or rear) of adult Barbary macaques (Macaca sylvanus) during different types of social interactions. This study would improve our knowledge of the implication of emotions, through the investigation of behavioral lateralization, during social interactions and communication in macaques. No side preferences were found for any social interaction, suggesting that both hemispheres might be complemental and balance each other during intraspecific communication. For the sagittal preference, we found that macaques are kept in front rather than on the rear by close conspecifics, presumably due to the need to detect emotions and intentions of conspecifics during social interactions. Abstract Social laterality in non-human primates has started to attract attention in recent years. The positioning of individuals during social interactions could possibly suggest the nature of a relationship and the social ranking of the subjects involved. The subjects of the present study were 12 adult Barbary macaques (Macaca sylvanus) housed in a zoological garden. We carried out fourteen 210-min video-recorded sessions and we used a focal animal sampling method to collect the position of the subjects during different social interactions. Data on the position of each macaque during three types of social interactions were collected (approach, proximity and affiliative contacts). Moreover, we focused on the outcomes of dyadic agonistic encounters to build the hierarchy of the colony. For each social interaction, two conditions were considered: the side preference (being kept on the left or on the right) and the sagittal preference (being kept in front or on the rear). Bouts of preference of different positions were collected for different social interactions (approach, proximity and contacts). No group-level side preferences were found for any social interaction, suggesting that both hemispheres might be complemental and balance each other during intraspecific communication. For the sagittal preference, we found a group-level bias for proximity, with macaques being kept in front rather than on the rear by close conspecifics. This might be due to the need to detect emotions and intentions of conspecifics. Moreover, high-ranking individuals are kept more frontally than on the rear when in proximity with other macaques. More studies are needed to better investigate social laterality, possibly distinguishing more categories of social interaction, and detecting other variables that might influence the positioning preferences.
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Affiliation(s)
- Marzia Baldachini
- Fundació UdG: Innovació i Formació, Universitat de Girona, 17003 Girona, Spain; (M.B.); (M.L.)
| | - Barbara Regaiolli
- Research & Conservation Department, Parco Natura Viva—Garda Zoological Park, Bussolengo (VR), Loc. Figara 40, 37012 Verona, Italy;
- Correspondence: ; Tel.: +39-334-6139953
| | - Miquel Llorente
- Fundació UdG: Innovació i Formació, Universitat de Girona, 17003 Girona, Spain; (M.B.); (M.L.)
- Serra Húnter Fellow, Facultat d’Educació i Psicologia, Universitat de Girona, 17004 Girona, Spain
- Institut de Recerca i Estudis en Primatologia—IPRIM, 17006 Girona, Spain
| | - David Riba
- Facultat de Lletres, Universitat de Girona, 17004 Girona, Spain;
| | - Caterina Spiezio
- Research & Conservation Department, Parco Natura Viva—Garda Zoological Park, Bussolengo (VR), Loc. Figara 40, 37012 Verona, Italy;
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Apicella A, Arpaia P, Mastrati G, Moccaldi N. EEG-based detection of emotional valence towards a reproducible measurement of emotions. Sci Rep 2021; 11:21615. [PMID: 34732756 PMCID: PMC8566577 DOI: 10.1038/s41598-021-00812-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 09/20/2021] [Indexed: 11/09/2022] Open
Abstract
A methodological contribution to a reproducible Measurement of Emotions for an EEG-based system is proposed. Emotional Valence detection is the suggested use case. Valence detection occurs along the interval scale theorized by the Circumplex Model of emotions. The binary choice, positive valence vs negative valence, represents a first step towards the adoption of a metric scale with a finer resolution. EEG signals were acquired through a 8-channel dry electrode cap. An implicit-more controlled EEG paradigm was employed to elicit emotional valence through the passive view of standardized visual stimuli (i.e., Oasis dataset) in 25 volunteers without depressive disorders. Results from the Self Assessment Manikin questionnaire confirmed the compatibility of the experimental sample with that of Oasis. Two different strategies for feature extraction were compared: (i) based on a-priory knowledge (i.e., Hemispheric Asymmetry Theories), and (ii) automated (i.e., a pipeline of a custom 12-band Filter Bank and Common Spatial Pattern). An average within-subject accuracy of 96.1 %, was obtained by a shallow Artificial Neural Network, while k-Nearest Neighbors allowed to obtain a cross-subject accuracy equal to 80.2%.
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Affiliation(s)
- Andrea Apicella
- Laboratory of Augmented Reality for Health Monitoring (ARHeMLab), Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
| | - Pasquale Arpaia
- Laboratory of Augmented Reality for Health Monitoring (ARHeMLab), Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy.
- Interdepartmental Center for Research on Management and Innovation in Healthcare (CIRMIS), University of Naples Federico II, Naples, Italy.
| | - Giovanna Mastrati
- Laboratory of Augmented Reality for Health Monitoring (ARHeMLab), Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
| | - Nicola Moccaldi
- Laboratory of Augmented Reality for Health Monitoring (ARHeMLab), Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
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