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Kim H, Kim S, Jun SC, Nam CS. Is what I think what you think? Multilayer network-based inter-brain synchrony approach. Soc Cogn Affect Neurosci 2025; 20:nsaf028. [PMID: 40085071 PMCID: PMC11980598 DOI: 10.1093/scan/nsaf028] [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: 06/16/2024] [Revised: 01/30/2025] [Accepted: 03/13/2025] [Indexed: 03/16/2025] Open
Abstract
Social interaction plays a crucial role in human societies, encompassing complex dynamics among individuals. To understand social interaction at the neural level, researchers have utilized hyperscanning in several social settings. These studies have mainly focused on inter-brain synchrony and the efficiency of paired functional brain networks, examining group interactions in dyads. However, this approach may not fully capture the complexity of multiple interactions, potentially leading to gaps in understanding inter-network differences. To overcome this limitation, the present study aims to bridge this gap by introducing methodological enhancements using the multilayer network approach, which is tailored to extract features from multiple networks. We applied this strategy to analyze the triad condition during social behavior processes to identify group interaction indices. Additionally, to validate our methodology, we compared the multilayer networks of triad conditions with group synchrony to paired conditions without group synchrony, focusing on statistical differences between alpha and beta waves. Correlation analysis between inter-brain and group networks revealed that this methodology accurately reflects the characteristics of actual behavioral synchrony. The findings of our study suggest that measures of paired brain synchrony and group interaction may exhibit distinct trends, offering valuable insights into interpreting group synchrony.
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Affiliation(s)
- Heegyu Kim
- School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology (GIST), #505 Dasan Building, 123, Choemdangwagi-ro, Buk-gu, Gwangju 61005, South Korea
| | - Sangyeon Kim
- Division of Artificial Intelligence Engineering, Sookmyung Women’s University, #515 Suryeon Faculty Building, Cheongpa-ro 47-gil 100, Yongsan-gu, Seoul 04310, Republic of Korea
| | - Sung Chan Jun
- School of Electrical Engineering and Computer Science and AI Graduate School, Gwangju Institute of Science and Technology (GIST), 505 Dasan Building, 123, Choemdangwagi-ro, Buk-gu, Gwangju 61005, South Korea
| | - Chang S Nam
- Department of Industrial and Systems Engineering Northern Illinois University, 590 Garden Rd, DeKalb, IL 60115, USA
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2
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Jantz PB, Bigler ED. A case of severe TBI: Recovery? APPLIED NEUROPSYCHOLOGY. CHILD 2025:1-24. [PMID: 39874021 DOI: 10.1080/21622965.2025.2455115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2025]
Abstract
Chronic stage neuropsychological assessments of children with severe TBI typically center around a referral question and focus on assessing cognitive, behavioral, and emotional functioning, making differential diagnoses, and planning treatment. When severe TBI-related neurological deficits are subtle and fall outside commonly assessed behavioral indicators, as can happen with theory of mind and social information processing, they can go unobserved and subsequently fail to be assessed. Additionally, should chronic stage cognitive, behavioral, and emotional assessment findings fall within the average to above average range, a child experiencing ongoing significant unassessed severe TBI-related subtle deficits could be mistakenly judged to have "recovered" from their injury; and to be experiencing no significant ongoing residual neurological deficits. To illustrate how this could happen, and how subacute neuroimaging and brain network theory might be early indicators of emergent chronic stage neuropsychological deficits, we present a child with a severe TBI and average to above average cognitive, behavioral, and emotional assessment findings who has comorbid significant deficits in theory of mind and social functioning.
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Affiliation(s)
- Paul B Jantz
- Department of Counseling, Leadership, Adult Education, and School Psychology, Texas State University, San Marcos, USA
| | - E D Bigler
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, USA
- Departments of Neurology, Psychiatry, and Radiology University of Utah Salt Lake City, UT, USA
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3
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Allami P, Yazdanpanah N, Rezaei N. The role of neuroinflammation in PV interneuron impairments in brain networks; implications for cognitive disorders. Rev Neurosci 2025:revneuro-2024-0153. [PMID: 39842401 DOI: 10.1515/revneuro-2024-0153] [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: 10/22/2024] [Accepted: 12/30/2024] [Indexed: 01/24/2025]
Abstract
Fast spiking parvalbumin (PV) interneuron is an inhibitory gamma-aminobutyric acid (GABA)ergic interneuron diffused in different brain networks, including the cortex and hippocampus. As a key component of brain networks, PV interneurons collaborate in fundamental brain functions such as learning and memory by regulating excitation and inhibition (E/I) balance and generating gamma oscillations. The unique characteristics of PV interneurons, like their high metabolic demands and long branching axons, make them too vulnerable to stressors. Neuroinflammation is one of the most significant stressors that have an adverse, long-lasting impact on PV interneurons. Neuroinflammation affects PV interneurons through specialized inflammatory pathways triggered by cytokines such as tumor necrosis factor (TNF) and interleukin 6 (IL-6). The crucial cells in neuroinflammation, microglia, also play a significant role. The destructive effect of inflammation on PV interneurons can have comprehensive effects and cause neurological disorders such as schizophrenia, Alzheimer's disease (AD), autism spectrum disorder (ASD), and bipolar disorder. In this article, we provide a comprehensive review of mechanisms in which neuroinflammation leads to PV interneuron hypofunction in these diseases. The integrated knowledge about the role of PV interneurons in cognitive networks of the brain and mechanisms involved in PV interneuron impairment in the pathology of these diseases can help us with better therapeutic interventions.
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Affiliation(s)
- Pantea Allami
- Student's Scientific Research Center, School of Medicine, 48439 Tehran University of Medical Sciences , Pour Sina St, Tehran 1416634793, Iran
- Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Children's Medical Center Hospital, Dr. Qarib St, Keshavarz Blvd, Tehran 14194, Iran
| | - Niloufar Yazdanpanah
- Student's Scientific Research Center, School of Medicine, 48439 Tehran University of Medical Sciences , Pour Sina St, Tehran 1416634793, Iran
- Research Center for Immunodeficiencies, Children's Medical Center, 48439 Tehran University of Medical Sciences, Children's Medical Center Hospital , Dr. Qarib St, Keshavarz Blvd, Tehran 14194, Iran
- Department of Immunology, School of Medicine, 48439 Tehran University of Medical Sciences , Pour Sina St, Tehran 1416634793, Tehran, Iran
| | - Nima Rezaei
- Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Children's Medical Center Hospital, Dr. Qarib St, Keshavarz Blvd, Tehran 14194, Iran
- Research Center for Immunodeficiencies, Children's Medical Center, 48439 Tehran University of Medical Sciences, Children's Medical Center Hospital , Dr. Qarib St, Keshavarz Blvd, Tehran 14194, Iran
- Department of Immunology, School of Medicine, 48439 Tehran University of Medical Sciences , Pour Sina St, Tehran 1416634793, Tehran, Iran
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Gordon-Hecker T, Choshen-Hillel S, Ben-Simon E, Walker MP, Perry A, Gileles-Hillel A. Restless nights, cold hearts: Poor sleep causally blunts empathy. Int J Clin Health Psychol 2025; 25:100548. [PMID: 39995510 PMCID: PMC11848082 DOI: 10.1016/j.ijchp.2025.100548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Accepted: 01/27/2025] [Indexed: 02/26/2025] Open
Abstract
Poor sleep is pervasive in modern society. Poor sleep is associated with major physical and mental health consequences, as well as with impaired cognitive function. Less is known about the relationship between sleep and emotional and interpersonal behavior. In this work, we investigate whether poor sleep impairs empathy, an important building block of human interaction and prosocial behavior. We aimed to capture the effects of poor sleep on the various aspects of empathy: trait and state, affect and cognition. Study 1 (n = 155) assessed daily habitual sleep over several days, and global sleep quality in the past month. Participants who reported worse sleep quality exhibited lower empathic caring and perspective-taking traits. Study 2 (n = 347) induced a one-night disruption of sleep continuity to test a causal relationship between sleep and empathy. Participants in the sleep disrupted condition had to briefly wake up five times over the night, whereas the sleep-rested controls slept normally. In the next morning, participants' empathy and prosocial intentions were assessed. Participants in the sleep disruption condition exhibited lower empathic sensitivity and less prosocial decision-making than sleep-rested controls. The main contribution of this work is in providing a robust demonstration of the multi-faceted detrimental effects of poor sleep on trait and state empathy. Our findings demonstrate that poor sleep causally impairs empathic response to the suffering of others. These findings highlight the need for greater public attention to adequate sleep, which may impact empathy on a societal level.
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Affiliation(s)
- Tom Gordon-Hecker
- The Guilford Glazer Faculty of Management, Ben-Gurion University of the Negev, Beer Sheba, Israel
| | - Shoham Choshen-Hillel
- Hebrew University Business School, Hebrew University of Jerusalem, Jerusalem, Israel
- The Federmann Center for the Study of Rationality, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Eti Ben-Simon
- Department of Psychology, University of California, Berkeley, California, USA
- Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA
| | - Matthew P. Walker
- Department of Psychology, University of California, Berkeley, California, USA
- Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA
| | - Anat Perry
- Psychology Department, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Alex Gileles-Hillel
- Pediatric Pulmonology and Sleep Unit, Department of Pediatrics, & The Wohl Center for Translational Medicine, Hadassah Medical Center, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
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5
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Saito T, Nouchi R, Ishibashi R, Motoki K, Matsuzaki Y, Kobayashi A, Sugiura M, Kawashima R. Perceiving humanness across ages: neural correlates and behavioral patterns. Front Psychol 2024; 15:1361588. [PMID: 38638518 PMCID: PMC11024291 DOI: 10.3389/fpsyg.2024.1361588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 03/11/2024] [Indexed: 04/20/2024] Open
Abstract
Humanness perception, which attributes fundamental and unique human characteristics to other objects or people, has significant consequences for people's interactions. Notably, the failure to perceive humanness in older adults can lead to prejudice. This study investigates the effect of a target's age on humanness perception in terms of two dimensions: agency (the ability to act and do) and experience (the ability to feel and sense). We also examined brain activity using a magnetic resonance imaging (MRI) scanner in order to understand the underlying neural mechanisms. Healthy university students viewed the facial images of older and younger individuals and judged the humanness of each individual in terms of agency and experience while inside the MRI scanner. The results indicated that older adults were rated higher on experience, and no difference was found in ratings for agency between younger and older face images. Analysis of brain imaging data indicated that positive functional connectivity between the ventral and dorsal regions of the medial prefrontal cortex (mPFC) was greater when judging the humanness of younger faces than older faces. We also found that the negative functional connectivity between the left inferior frontal gyrus and postcentral gyrus was greater when judging the humanness of older faces as compared to that of younger faces. Although the current study did not show distinct brain activities related to humanness perception, it suggests the possibility that different brain connectivities are related to humanness perception regarding targets belonging to different age groups.
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Affiliation(s)
- Toshiki Saito
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
- Faculty of Science and Engineering, Waseda University, Tokyo, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Rui Nouchi
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
- Smart Ageing Research Center, Tohoku University, Sendai, Japan
| | - Ryo Ishibashi
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
- Smart Ageing Research Center, Tohoku University, Sendai, Japan
- National Institute of Information and Communications Technology, Osaka, Japan
| | - Kosuke Motoki
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
- Department of Management, The University of Tokyo, Tokyo, Japan
| | - Yutaka Matsuzaki
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
| | - Akiko Kobayashi
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
- School of Economics and Management, Kochi University of Technology, Kochi, Japan
| | - Motoaki Sugiura
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
- International Research Institute of Disaster Science, Tohoku University, Sendai, Japan
| | - Ryuta Kawashima
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
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6
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González-García N, Buimer EEL, Moreno-López L, Sallie SN, Váša F, Lim S, Romero-Garcia R, Scheuplein M, Whitaker KJ, Jones PB, Dolan RJ, Fonagy P, Goodyer I, Bullmore ET, van Harmelen AL. Resilient functioning is associated with altered structural brain network topology in adolescents exposed to childhood adversity. Dev Psychopathol 2023; 35:2253-2263. [PMID: 37493043 DOI: 10.1017/s0954579423000901] [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] [Indexed: 07/27/2023]
Abstract
Childhood adversity is one of the strongest predictors of adolescent mental illness. Therefore, it is critical that the mechanisms that aid resilient functioning in individuals exposed to childhood adversity are better understood. Here, we examined whether resilient functioning was related to structural brain network topology. We quantified resilient functioning at the individual level as psychosocial functioning adjusted for the severity of childhood adversity in a large sample of adolescents (N = 2406, aged 14-24). Next, we examined nodal degree (the number of connections that brain regions have in a network) using brain-wide cortical thickness measures in a representative subset (N = 275) using a sliding window approach. We found that higher resilient functioning was associated with lower nodal degree of multiple regions including the dorsolateral prefrontal cortex, the medial prefrontal cortex, and the posterior superior temporal sulcus (z > 1.645). During adolescence, decreases in nodal degree are thought to reflect a normative developmental process that is part of the extensive remodeling of structural brain network topology. Prior findings in this sample showed that decreased nodal degree was associated with age, as such our findings of negative associations between nodal degree and resilient functioning may therefore potentially resemble a more mature structural network configuration in individuals with higher resilient functioning.
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Affiliation(s)
- Nadia González-García
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Laboratory of Neurosciences, Hospital Infantil de México Federico Gómez, México City, Mexico
| | - Elizabeth E L Buimer
- Institute of Education and Child Studies, Leiden University, Leiden, The Netherlands
| | | | | | - František Váša
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Sol Lim
- Public health and Primary Care, Cardiovascular Epidemiology Unit (CEU), University of Cambridge, Cambridge, UK
| | - Rafael Romero-Garcia
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Dpto. de Fisiología Médica y Biofísica. Instituto de Biomedicina de Sevilla (IBiS) HUVR/CSIC/Universidad de Sevilla, Sevilla, Spain
| | - Maximilian Scheuplein
- Institute of Education and Child Studies, Leiden University, Leiden, The Netherlands
| | | | - Peter B Jones
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Raymond J Dolan
- Wellcome Trust Center for Neuroimaging, University College London, London, UK
| | - Peter Fonagy
- Department of Clinical, Educational and Health Psychology, University College London, London, UK
| | - Ian Goodyer
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | | | - Anne-Laura van Harmelen
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Institute of Education and Child Studies, Leiden University, Leiden, The Netherlands
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7
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Shaw DJ, Czekóová K, Mareček R, Havlice Špiláková B, Brázdil M. The interacting brain: Dynamic functional connectivity among canonical brain networks dissociates cooperative from competitive social interactions. Neuroimage 2023; 269:119933. [PMID: 36754124 DOI: 10.1016/j.neuroimage.2023.119933] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 01/20/2023] [Accepted: 02/04/2023] [Indexed: 02/09/2023] Open
Abstract
We spend much our lives interacting with others in various social contexts. Although we deal with this myriad of interpersonal exchanges with apparent ease, each one relies upon a broad array of sophisticated cognitive processes. Recent research suggests that the cognitive operations supporting interactive behaviour are themselves underpinned by several canonical functional brain networks (CFNs) that integrate dynamically with one another in response to changing situational demands. Dynamic integrations among these CFNs should therefore play a pivotal role in coordinating interpersonal behaviour. Further, different types of interaction should present different demands on cognitive systems, thereby eliciting distinct patterns of dynamism among these CFNs. To investigate this, the present study performed functional magnetic resonance imaging (fMRI) on 30 individuals while they interacted with one another cooperatively or competitively. By applying a novel combination of analytical techniques to these brain imaging data, we identify six states of dynamic functional connectivity characterised by distinct patterns of integration and segregation among specific CFNs that differ systematically between these opposing types of interaction. Moreover, applying these same states to fMRI data acquired from an independent sample engaged in the same kinds of interaction, we were able to classify interpersonal exchanges as cooperative or competitive. These results provide the first direct evidence for the systematic involvement of CFNs during social interactions, which should guide neurocognitive models of interactive behaviour and investigations into biomarkers for the interpersonal dysfunction characterizing many neurological and psychiatric disorders.
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Affiliation(s)
- D J Shaw
- Behavioural and Social Neuroscience, Central European Institute of Technology (CEITEC), Masaryk University, Kamenice 5, Brno 625 00, Czech Republic; Department of Psychology, School of Life and Health Sciences, Aston University, Birmingham B4 7ET, UK.
| | - K Czekóová
- Behavioural and Social Neuroscience, Central European Institute of Technology (CEITEC), Masaryk University, Kamenice 5, Brno 625 00, Czech Republic; Institue of Psychology, Czech Academy of Sciences, Veveří 97, Brno 602 00, Czech Republic
| | - R Mareček
- Multimodal and Functional Neuroimaging, Central European Institute of Technology (CEITEC), Masaryk University, Kamenice 5, Brno 625 00, Czech Republic
| | - B Havlice Špiláková
- Behavioural and Social Neuroscience, Central European Institute of Technology (CEITEC), Masaryk University, Kamenice 5, Brno 625 00, Czech Republic
| | - M Brázdil
- Behavioural and Social Neuroscience, Central European Institute of Technology (CEITEC), Masaryk University, Kamenice 5, Brno 625 00, Czech Republic
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