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Pérez-Vigil A, Ilzarbe D, Garcia-Delgar B, Morer A, Pomares M, Puig O, Lera-Miguel S, Rosa M, Romero M, Calvo Escalona R, Lázaro L. Theory of mind in neurodevelopmental disorders: beyond autistic spectrum disorder. Neurologia 2024; 39:117-126. [PMID: 38272257 DOI: 10.1016/j.nrleng.2024.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 04/06/2021] [Indexed: 01/27/2024] Open
Abstract
INTRODUCTION Theory of mind (ToM) is the human ability to perceive, interpret, and attribute the mental states of other people, and the alteration of this cognitive function is a core symptom of autistic spectrum disorder (ASD). In such other neurodevelopmental disorders as childhood-onset obsessive-compulsive disorder (OCD) and Tourette syndrome (TS) that can present with cognitive dysfunctions, ToM has been less extensively studied, especially in the young population. The aim of the study was to compare advanced ToM between groups of young people diagnosed with OCD, TS, or ASD and a control group. METHODS Clinical interviews were conducted with male patients aged between 11 and 17 years with a main diagnosis of OCD (n = 19), TS (n = 14), or ASD (n = 18), and a control group (n = 20). We administered instruments for estimating intelligence quotient and severity of psychiatric symptoms, and tasks to evaluate ToM (the "Stories from everyday life" task and the "Reading the mind in the eyes" test). RESULTS Young people with TS and with ASD present similar difficulties in solving advanced ToM tasks, whereas patients with childhood-onset OCD present similar results to controls. CONCLUSIONS ToM is altered in other neurodevelopmental disorders beyond ASD, such as TS.
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Affiliation(s)
- A Pérez-Vigil
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain.
| | - D Ilzarbe
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain
| | - B Garcia-Delgar
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain
| | - A Morer
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain; Departamento de Medicina, Universidad de Barcelona, Barcelona, Spain
| | - M Pomares
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain; Departamento de Medicina, Universidad de Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - O Puig
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - S Lera-Miguel
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain
| | - M Rosa
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - M Romero
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain
| | - R Calvo Escalona
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain; Departamento de Medicina, Universidad de Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - L Lázaro
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, Spain; Departamento de Medicina, Universidad de Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
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Mandl S, Kienast P, Kollndorfer K, Kasprian G, Weber M, Seidl R, Bartha-Doering L. Larger corpus callosum volume is favorable for theory of mind development in healthy children. Cereb Cortex 2023; 33:11197-11205. [PMID: 37823275 PMCID: PMC10690855 DOI: 10.1093/cercor/bhad353] [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: 09/05/2023] [Accepted: 09/06/2023] [Indexed: 10/13/2023] Open
Abstract
While previous research has demonstrated a link between the corpus callosum (CC) and theory of mind (ToM) abilities in individuals with corpus callosum agenesis (ACC), the relationship between CC volume and ToM remains unclear in healthy children. The present study examined whether CC volume influences children's performance on ToM tasks that assess their understanding of pretense, emotion recognition, and false beliefs. Forty children aged 6-12 years underwent structural magnetic resonance imaging (MRI) and a cognitive test battery. We found that larger mid-anterior and central subsections of the CC significantly correlated with better ToM abilities. We could also demonstrate age- and sex-related effects, as the CC-ToM relationship differed between younger (6-8 years) and older (9-12 years) children, and between female and male participants. Importantly, the older children drove the association between the CC mid-anterior and central subsection volumes and ToM abilities. This study is the first to demonstrate that CC size is associated with ToM abilities in healthy children, underlining the idea that the CC plays a vital role in their socio-cognitive development. CC subsection volumes may thus not only serve as a measure of heterogeneity in neurodevelopmental populations known to exhibit socio-cognitive deficits, but also in typically developing children.
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Affiliation(s)
- Sophie Mandl
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna 1090, Austria
| | - Patric Kienast
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna 1090, Austria
| | - Kathrin Kollndorfer
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna 1090, Austria
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna 1090, Austria
| | - Gregor Kasprian
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna 1090, Austria
| | - Michael Weber
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna 1090, Austria
| | - Rainer Seidl
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna 1090, Austria
| | - Lisa Bartha-Doering
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna 1090, Austria
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Tkalcec A, Bierlein M, Seeger-Schneider G, Walitza S, Jenny B, Menks WM, Felhbaum LV, Borbas R, Cole DM, Raschle N, Herbrecht E, Stadler C, Cubillo A. Empathy deficits, callous-unemotional traits and structural underpinnings in autism spectrum disorder and conduct disorder youth. Autism Res 2023; 16:1946-1962. [PMID: 37548142 DOI: 10.1002/aur.2993] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 07/06/2023] [Indexed: 08/08/2023]
Abstract
Distinct empathy deficits are often described in patients with conduct disorder (CD) and autism spectrum disorder (ASD) yet their neural underpinnings and the influence of comorbid Callous-Unemotional (CU) traits are unclear. This study compares the cognitive (CE) and affective empathy (AE) abilities of youth with CD and ASD, their potential neuroanatomical correlates, and the influence of CU traits on empathy. Adolescents and parents/caregivers completed empathy questionnaires (N = 148 adolescents, mean age = 15.16 years) and T1 weighted images were obtained from a subsample (N = 130). Group differences in empathy and the influence of CU traits were investigated using Bayesian analyses and Voxel-Based Morphometry with Threshold-Free Cluster Enhancement focusing on regions involved in AE (insula, amygdala, inferior frontal gyrus and cingulate cortex) and CE processes (ventromedial prefrontal cortex, temporoparietal junction, superior temporal gyrus, and precuneus). The ASD group showed lower parent-reported AE and CE scores and lower self-reported CE scores while the CD group showed lower parent-reported CE scores than controls. When accounting for the influence of CU traits no AE deficits in ASD and CE deficits in CD were found, but CE deficits in ASD remained. Across all participants, CU traits were negatively associated with gray matter volumes in anterior cingulate which extends into the mid cingulate, ventromedial prefrontal cortex, and precuneus. Thus, although co-occurring CU traits have been linked to global empathy deficits in reports and underlying brain structures, its influence on empathy aspects might be disorder-specific. Investigating the subdimensions of empathy may therefore help to identify disorder-specific empathy deficits.
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Affiliation(s)
- Antonia Tkalcec
- Child and Youth Psychiatry, University Psychiatric Clinic, Basel, Switzerland
| | - Maria Bierlein
- Child and Youth Psychiatry, University Psychiatric Clinic, Basel, Switzerland
| | - Gudrun Seeger-Schneider
- Child and Youth Psychiatry, Psychiatric University Clinic, University of Zurich, Zurich, Switzerland
| | - Susanne Walitza
- Child and Youth Psychiatry, Psychiatric University Clinic, University of Zurich, Zurich, Switzerland
| | - Bettina Jenny
- Child and Youth Psychiatry, Psychiatric University Clinic, University of Zurich, Zurich, Switzerland
| | - Willeke M Menks
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, and Radboud University Medical Centre, Nijmegen, the Netherlands
- Psychology of Language Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
| | - Lynn V Felhbaum
- Jacobs Center for Productive Youth, University of Zurich, Zurich, Switzerland
| | - Reka Borbas
- Jacobs Center for Productive Youth, University of Zurich, Zurich, Switzerland
| | - David M Cole
- Translational Psychiatry, University Psychiatric Clinic, Basel, Switzerland
| | - Nora Raschle
- Jacobs Center for Productive Youth, University of Zurich, Zurich, Switzerland
| | - Evelyn Herbrecht
- Child and Youth Psychiatry, University Psychiatric Clinic, Basel, Switzerland
| | - Christina Stadler
- Child and Youth Psychiatry, University Psychiatric Clinic, Basel, Switzerland
| | - Ana Cubillo
- Child and Youth Psychiatry, University Psychiatric Clinic, Basel, Switzerland
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Wang H, Zhang S, Wu S, Qin S, Liu C. Cortisol awakening response and testosterone jointly affect adolescents' theory of mind. Horm Behav 2022; 146:105258. [PMID: 36116196 DOI: 10.1016/j.yhbeh.2022.105258] [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: 01/01/2022] [Revised: 08/21/2022] [Accepted: 08/31/2022] [Indexed: 11/26/2022]
Abstract
Adolescence is a critical period for the maturation of neurobiological processes and hormone secretion. Recent studies on the dual-hormone hypothesis have indicated that basal cortisol and testosterone jointly affect dominant and aggressive behavior among adolescents and adults. Whether this hypothesis applies to prosocial-related understanding of others' mental states remains unclear. The present study investigated associations between basal testosterone, basal cortisol (and cortisol awakening response [CAR]), and the cognitive/affective theory of mind (ToM) in 243 adolescents (67.9 % male, aged 14 to 17 years, Mage = 16.09, standard deviation = 0.62). Cognitive ToM (cToM) and affective ToM (aToM) were assessed with a cartoon story reasoning task: In the cToM condition, participants viewed a comic strip story and needed to predict what would happen based on a character's intentions, and in the aToM condition, they viewed a comic strip of two characters interacting and needed to think about what would make the protagonist feel better. The results showed that basal testosterone and basal cortisol did not interact with each other to affect the performance of ToM, either in terms of ToM accuracy or response speed. However, under the condition of low CAR, testosterone is associated with the fast performance of cToM, although the interaction of testosterone and CAR occurred only in female adolescents. Overall, our data provide new evidence for the dual-hormone hypothesis and further extend the hypothesis to social understanding.
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Affiliation(s)
- Huagen Wang
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 100875 Beijing, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, 100875 Beijing, China
| | - Sihui Zhang
- Department of General Adult Psychiatry, Heidelberg University, 69115 Heidelberg, Germany
| | - Simeng Wu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 100875 Beijing, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, 100875 Beijing, China
| | - Shaozheng Qin
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 100875 Beijing, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, 100875 Beijing, China.
| | - Chao Liu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 100875 Beijing, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, 100875 Beijing, China.
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Deming P, Heilicher M, Koenigs M. How reliable are amygdala findings in psychopathy? A systematic review of MRI studies. Neurosci Biobehav Rev 2022; 142:104875. [PMID: 36116578 DOI: 10.1016/j.neubiorev.2022.104875] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/31/2022] [Accepted: 09/13/2022] [Indexed: 10/31/2022]
Abstract
The amygdala is a key component in predominant neural circuitry models of psychopathy. Yet, after two decades of neuroimaging research on psychopathy, the reproducibility of amygdala findings is questionable. We systematically reviewed MRI studies (81 of adults, 53 of juveniles) to determine the consistency of amygdala findings across studies, as well as within specific types of experimental tasks, community versus forensic populations, and the lowest- versus highest-powered studies. Three primary findings emerged. First, the majority of studies found null relationships between psychopathy and amygdala structure and function, even in the context of theoretically relevant tasks. Second, findings of reduced amygdala activity were more common in studies with low compared to high statistical power. Third, the majority of peak coordinates of reduced amygdala activity did not fall primarily within the anatomical bounds of the amygdala. Collectively, these findings demonstrate significant gaps in the empirical support for the theorized role of the amygdala in psychopathy and indicate the need for novel research perspectives and approaches in this field.
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Affiliation(s)
- Philip Deming
- Department of Psychology, Northeastern University, 360 Huntington Ave., Boston, MA 02115, USA.
| | - Mickela Heilicher
- Department of Psychiatry, University of Wisconsin-Madison, 6001 Research Park Blvd., Madison, WI 53719, USA
| | - Michael Koenigs
- Department of Psychiatry, University of Wisconsin-Madison, 6001 Research Park Blvd., Madison, WI 53719, USA
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Ma Q, Pu M, Haihambo NP, Baetens K, Heleven E, Deroost N, Baeken C, Van Overwalle F. The posterior cerebellum and temporoparietal junction support explicit learning of social belief sequences. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:467-491. [PMID: 34811709 DOI: 10.3758/s13415-021-00966-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/16/2021] [Indexed: 06/13/2023]
Abstract
This study tests the hypothesis that the posterior cerebellum is involved in social cognition by identifying and automatizing sequences of social actions. We applied a belief serial reaction time task (Belief SRT task), which requires mentalizing about two protagonists' beliefs about how many flowers they receive. The protagonists' beliefs could either be true or false depending on their orientation (true belief: oriented towards and directly observing the flowers; or false belief: oriented away and knowing only prior information about flowers). A Control SRT task was created by replacing protagonists and their beliefs with shapes and colors. Participants were explicitly told that there was a standard sequence related to the two protagonists' belief orientations (Belief SRT task) or the shapes' colors (Control SRT task). Both tasks included a Training phase where the standard sequence was repeated and a Test phase where this standard sequence was interrupted by random sequences. As hypothesized, compared with the Control SRT task, the Belief SRT task recruited the posterior cerebellar Crus II and the temporoparietal junction (TPJ) more. Faster response times were correlated with less Crus II activation and with more TPJ activation, suggesting that the Crus II supported automatizing the belief sequence while the TPJ supported inferring the protagonists' beliefs. Also as hypothesized, compared with an implicit version of the Belief SRT task (i.e., participants did not know about the existence of sequences; Ma, Pu, et al., 2021b), the cerebellar Crus I &II was engaged less during initial training and automatic application of the sequence, and the cortical TPJ was activated more in processing random sequences.
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Affiliation(s)
- Qianying Ma
- Department of Psychology, Center for Neuroscience, Vrije Universiteit Brussel, Pleinlaan 2, B -, 1050, Brussels, Belgium.
| | - Min Pu
- Department of Psychology, Center for Neuroscience, Vrije Universiteit Brussel, Pleinlaan 2, B -, 1050, Brussels, Belgium
| | - Naem P Haihambo
- Department of Psychology, Center for Neuroscience, Vrije Universiteit Brussel, Pleinlaan 2, B -, 1050, Brussels, Belgium
| | - Kris Baetens
- Department of Psychology, Center for Neuroscience, Vrije Universiteit Brussel, Pleinlaan 2, B -, 1050, Brussels, Belgium
| | - Elien Heleven
- Department of Psychology, Center for Neuroscience, Vrije Universiteit Brussel, Pleinlaan 2, B -, 1050, Brussels, Belgium
| | - Natacha Deroost
- Department of Psychology, Center for Neuroscience, Vrije Universiteit Brussel, Pleinlaan 2, B -, 1050, Brussels, Belgium
| | - Chris Baeken
- Department of Head and Skin, Faculty of Medicine and Health Sciences, Ghent Experimental, Ghent, Belgium
- Psychiatry (GHEP) Laboratory, Ghent University, Ghent, Belgium
- Department of Psychiatry, University Hospital (UZBrussel), Brussels, Belgium
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Frank Van Overwalle
- Department of Psychology, Center for Neuroscience, Vrije Universiteit Brussel, Pleinlaan 2, B -, 1050, Brussels, Belgium.
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Huffman LG, Oshri A. Neural signatures of the development of antisocial behaviours and callous-unemotional traits among youth: The moderating role of parental support. Int J Dev Neurosci 2022; 82:205-221. [PMID: 35181902 DOI: 10.1002/jdn.10173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 02/10/2022] [Accepted: 02/15/2022] [Indexed: 11/08/2022] Open
Abstract
Comorbidity of antisocial behaviours (AB) and callous-unemotional (CU) traits characterizes a subgroup of youth at risk for chronic and severe AB in adulthood. Although aberrant neural response to facial emotion confers heightened risk for AB and CU traits, the behavioural effect of this neural response varies by family context. The present study examines the effects of neural response to emotional faces, parental support and the interaction between the two as predictors of AB and CU traits in a longitudinal sample of preadolescents (Nbaseline = 11,883; Mage = 9.5; 47.8% female). Low CU youth who evinced attenuated response to fearful faces within the left superior temporal sulcus and fusiform gyrus showed smaller decreases of AB over time; these associations did not extend to high CU youth. Among high CU youth reporting low parental support, blunted response to fearful faces within the bilateral inferior parietal sulcus predicted smaller decreases of AB. Study findings highlight neurobehavioural differences between youth with high and low CU traits, as well as the interacting roles of negative face processing and parental support in the development of AB.
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Affiliation(s)
| | - Assaf Oshri
- Department of Human Development & Family Science, University of Georgia, Athens, Georgia, USA
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Current understanding of developmental changes in adolescent perspective taking. Curr Opin Psychol 2022; 45:101308. [DOI: 10.1016/j.copsyc.2022.101308] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 01/24/2022] [Accepted: 02/04/2022] [Indexed: 11/20/2022]
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Votinov M, Myznikov A, Zheltyakova M, Masharipov R, Korotkov A, Cherednichenko D, Habel U, Kireev M. The Interaction Between Caudate Nucleus and Regions Within the Theory of Mind Network as a Neural Basis for Social Intelligence. Front Neural Circuits 2021; 15:727960. [PMID: 34720887 PMCID: PMC8552029 DOI: 10.3389/fncir.2021.727960] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 09/27/2021] [Indexed: 12/04/2022] Open
Abstract
The organization of socio-cognitive processes is a multifaceted problem for which many sophisticated concepts have been proposed. One of these concepts is social intelligence (SI), i.e., the set of abilities that allow successful interaction with other people. The theory of mind (ToM) human brain network is a good candidate for the neural substrate underlying SI since it is involved in inferring the mental states of others and ourselves and predicting or explaining others’ actions. However, the relationship of ToM to SI remains poorly explored. Our recent research revealed an association between the gray matter volume of the caudate nucleus and the degree of SI as measured by the Guilford-Sullivan test. It led us to question whether this structural peculiarity is reflected in changes to the integration of the caudate with other areas of the brain associated with socio-cognitive processes, including the ToM system. We conducted seed-based functional connectivity (FC) analysis of resting-state fMRI data for 42 subjects with the caudate as a region of interest. We found that the scores of the Guilford-Sullivan test were positively correlated with the FC between seeds in the right caudate head and two clusters located within the right superior temporal gyrus and bilateral precuneus. Both regions are known to be nodes of the ToM network. Thus, the current study demonstrates that the SI level is associated with the degree of functional integration between the ToM network and the caudate nuclei.
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Affiliation(s)
- Mikhail Votinov
- N.P. Bechtereva Institute of Human Brain, Russian Academy of Science, Saint Petersburg, Russia.,Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich, Germany.,Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Artem Myznikov
- N.P. Bechtereva Institute of Human Brain, Russian Academy of Science, Saint Petersburg, Russia
| | - Maya Zheltyakova
- N.P. Bechtereva Institute of Human Brain, Russian Academy of Science, Saint Petersburg, Russia
| | - Ruslan Masharipov
- N.P. Bechtereva Institute of Human Brain, Russian Academy of Science, Saint Petersburg, Russia
| | - Alexander Korotkov
- N.P. Bechtereva Institute of Human Brain, Russian Academy of Science, Saint Petersburg, Russia
| | - Denis Cherednichenko
- N.P. Bechtereva Institute of Human Brain, Russian Academy of Science, Saint Petersburg, Russia
| | - Ute Habel
- Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich, Germany.,Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Maxim Kireev
- N.P. Bechtereva Institute of Human Brain, Russian Academy of Science, Saint Petersburg, Russia.,Institute for Cognitive Studies, Saint Petersburg State University, Saint Petersburg, Russia
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Laine E, Eismann S, Elofsson A, Grudinin S. Protein sequence-to-structure learning: Is this the end(-to-end revolution)? Proteins 2021; 89:1770-1786. [PMID: 34519095 DOI: 10.1002/prot.26235] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 08/16/2021] [Accepted: 09/03/2021] [Indexed: 01/08/2023]
Abstract
The potential of deep learning has been recognized in the protein structure prediction community for some time, and became indisputable after CASP13. In CASP14, deep learning has boosted the field to unanticipated levels reaching near-experimental accuracy. This success comes from advances transferred from other machine learning areas, as well as methods specifically designed to deal with protein sequences and structures, and their abstractions. Novel emerging approaches include (i) geometric learning, that is, learning on representations such as graphs, three-dimensional (3D) Voronoi tessellations, and point clouds; (ii) pretrained protein language models leveraging attention; (iii) equivariant architectures preserving the symmetry of 3D space; (iv) use of large meta-genome databases; (v) combinations of protein representations; and (vi) finally truly end-to-end architectures, that is, differentiable models starting from a sequence and returning a 3D structure. Here, we provide an overview and our opinion of the novel deep learning approaches developed in the last 2 years and widely used in CASP14.
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Affiliation(s)
- Elodie Laine
- Sorbonne Université, CNRS, IBPS, Laboratoire de Biologie Computationnelle et Quantitative (LCQB), Paris, France
| | - Stephan Eismann
- Department of Computer Science and Applied Physics, Stanford University, Stanford, California, USA
| | - Arne Elofsson
- Department of Biochemistry and Biophysics and Science for Life Laboratory, Stockholm University, Solna, Sweden
| | - Sergei Grudinin
- Univ. Grenoble Alpes, CNRS, Grenoble INP, LJK, Grenoble, France
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Wu Y, Liu X, Zhang S, Zhong R. Parental Rearing Patterns and Interpersonal Skills in Deaf Chinese College Students: The Mediating Role of Theory of Mind. Front Psychol 2021; 12:709038. [PMID: 34489812 PMCID: PMC8417808 DOI: 10.3389/fpsyg.2021.709038] [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: 05/13/2021] [Accepted: 07/07/2021] [Indexed: 12/02/2022] Open
Abstract
This study examined the associations between parental rearing patterns and interpersonal skills via the mediation of Theory of Mind (ToM) in a sample of 369 deaf Chinese college students. The results showed that negative parental rearing patterns were directly and negatively associated with interpersonal skills, and positive parental rearing patterns were directly and positively associated with interpersonal skills. There were also indirectly associated with interpersonal skills via ToM. We also considered whether the mediation of ToM was different for male participants and female participants. The indirect associations between parental rearing patterns and interpersonal skills via ToM existed for female participants, but not for male participants. These results indicated that deaf college students’ perceived parental rearing patterns are associated with their interpersonal skills, and parents of deaf children should incorporate ToM in their everyday rearing patterns to improve their children’s interpersonal skills, especially for girls.
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Affiliation(s)
- Yang Wu
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Xiping Liu
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Shengnan Zhang
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Rubo Zhong
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
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Pérez-Vigil A, Ilzarbe D, Garcia-Delgar B, Morer A, Pomares M, Puig O, Lera-Miguel S, Rosa M, Romero M, Calvo Escalona R, Lázaro L. Theory of mind in neurodevelopmental disorders: Beyond autistic spectrum disorder. Neurologia 2021; 39:S0213-4853(21)00086-4. [PMID: 34090719 DOI: 10.1016/j.nrl.2021.04.014] [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: 11/16/2020] [Revised: 03/21/2021] [Accepted: 04/06/2021] [Indexed: 10/21/2022] Open
Abstract
INTRODUCTION Theory of mind (ToM) is the human ability to perceive, interpret, and attribute the mental states of other people, and the alteration of this cognitive function is a core symptom of autistic spectrum disorder (ASD). In such other neurodevelopmental disorders as childhood-onset obsessive-compulsive disorder (OCD) and Tourette syndrome (TS) that can present with cognitive dysfunctions, ToM has been less extensively studied, especially in the young population. The aim of the study was to compare advanced ToM between groups of young people diagnosed with OCD, TS, or ASD and a control group. METHODS Clinical interviews were conducted with male patients aged between 11 and 17 years with a main diagnosis of OCD (n=19), TS (n=14), or ASD (n=18), and a control group (n=20). We administered instruments for estimating intelligence quotient and severity of psychiatric symptoms, and tasks to evaluate ToM (the "Stories from everyday life" task and the "Reading the mind in the eyes" test). RESULTS Young people with TS and with ASD present similar difficulties in solving advanced ToM tasks, whereas patients with childhood-onset OCD present similar results to controls. CONCLUSIONS ToM is altered in other neurodevelopmental disorders beyond ASD, such as TS.
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Affiliation(s)
- A Pérez-Vigil
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España.
| | - D Ilzarbe
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España
| | - B Garcia-Delgar
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España
| | - A Morer
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España; Departamento de Medicina, Universidad de Barcelona, Barcelona, España
| | - M Pomares
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España; Departamento de Medicina, Universidad de Barcelona, Barcelona, España; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, España
| | - O Puig
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, España
| | - S Lera-Miguel
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España
| | - M Rosa
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, España
| | - M Romero
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España
| | - R Calvo Escalona
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España; Departamento de Medicina, Universidad de Barcelona, Barcelona, España; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, España
| | - L Lázaro
- Departamento de Psiquiatría Infantil y Juvenil, Instituto de Neurociencias, Hospital Clínic de Barcelona, Barcelona, España; Departamento de Medicina, Universidad de Barcelona, Barcelona, España; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, España
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Borbás R, Fehlbaum LV, Rudin U, Stadler C, Raschle NM. Neural correlates of theory of mind in children and adults using CAToon: Introducing an open-source child-friendly neuroimaging task. Dev Cogn Neurosci 2021; 49:100959. [PMID: 33989857 PMCID: PMC8134957 DOI: 10.1016/j.dcn.2021.100959] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 04/27/2021] [Accepted: 05/01/2021] [Indexed: 01/05/2023] Open
Abstract
Theory of Mind (ToM) or mentalizing is a basic social skill which is characterized by our ability of perspective-taking and the understanding of cognitive and emotional states of others. ToM development is essential to successfully navigate in various social contexts. The neural basis of mentalizing is well-studied in adults, however, less evidence exists in children. Potential reasons are methodological challenges, including a lack of age-appropriate fMRI paradigms. We introduce a novel child-friendly and open-source ToM fMRI task, for which accuracy and performance were evaluated behaviorally in 60 children ages three to nine (32♂). Furthermore, 27 healthy young adults (14♂; mean = 25.41 years) and 33 children ages seven to thirteen (17♂; mean = 9.06 years) completed the Cognitive and Affective Theory of Mind Cartoon task (CAToon;www.jacobscenter.uzh.ch/en/research/developmental_neuroscience/downloads/catoon.html) during a fMRI session. Behavioral results indicate that children of all ages can solve the CAToon task above chance level, though reliable performance is reached around five years. Neurally, activation increases were observed for adults and children in brain regions previously associated with mentalizing, including bilateral temporoparietal junction, temporal gyri, precuneus and medial prefrontal/orbitofrontal cortices. We conclude that CAToon is suitable for developmental neuroimaging studies within an fMRI environment starting around preschool and up.
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Affiliation(s)
- Réka Borbás
- Jacobs Center for Productive Youth Development at the University of Zurich, Zurich, Switzerland; Department of Child and Adolescent Psychiatry, University of Basel, University Psychiatric Clinics Basel, Basel, Switzerland
| | - Lynn V Fehlbaum
- Jacobs Center for Productive Youth Development at the University of Zurich, Zurich, Switzerland; Department of Child and Adolescent Psychiatry, University of Basel, University Psychiatric Clinics Basel, Basel, Switzerland
| | - Ursula Rudin
- Department of Child and Adolescent Psychiatry, University of Basel, University Psychiatric Clinics Basel, Basel, Switzerland
| | - Christina Stadler
- Department of Child and Adolescent Psychiatry, University of Basel, University Psychiatric Clinics Basel, Basel, Switzerland
| | - Nora M Raschle
- Jacobs Center for Productive Youth Development at the University of Zurich, Zurich, Switzerland; Department of Child and Adolescent Psychiatry, University of Basel, University Psychiatric Clinics Basel, Basel, Switzerland.
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Aghajani M, Klapwijk ET, Andershed H, Fanti KA, van der Wee NJA, Vermeiren RRJM, Colins OF. Neural processing of socioemotional content in conduct-disordered juvenile offenders with limited prosocial emotions. Prog Neuropsychopharmacol Biol Psychiatry 2021; 105:110045. [PMID: 32735912 DOI: 10.1016/j.pnpbp.2020.110045] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 06/16/2020] [Accepted: 07/19/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Reflecting evidence on Callous-Unemotional (CU) traits (e.g., lack of empathy and guilt, shallow affect), the DSM-5 added a categorical CU-based specifier for Conduct Disorder (CD), labeled 'with Limited Prosocial Emotions' (LPE). Theory and prior work suggest that CD youths with and without LPE will likely differ in neural processing of negative socioemotional content. This proposition, however, is mainly derived from studies employing related, yet distinct, operationalizations of CU traits (e.g., dimensional measure/median split/top quartile), thus precluding direct examination of LPE-specific neurocognitive deficits. METHODS Employing a DSM-5 informed LPE proxy, neural processing of recognizing and resonating negative socioemotional content (angry and fearful faces) was therefore examined here among CD offenders with LPE (CD/LPE+; N = 19), relative to CD offenders without LPE (CD/LPE-; N = 31) and healthy controls (HC; N = 31). RESULTS Relative to HC and CD/LPE- youths and according to a linearly increasing trend (CD/LPE- < HC < CD/LPE+), CD/LPE+ youths exhibited hyperactivity within dorsolateral, dorsomedial, and ventromedial prefrontal regions during both emotion recognition and resonance. During emotion resonance, CD/LPE+ youths additionally showed increased activity within the posterior cingulate and precuneal cortices in comparison to HC and CD/LPE- youths, which again followed a linearly increasing trend (CD/LPE- < HC < CD/LPE+). These effects moreover seemed specific to the LPE specifier, when compared to a commonly employed method for CU-based grouping in CD (i.e., median split on CU scores). CONCLUSIONS These data cautiously suggest that CD/LPE+ youths may exhibit an over-reliance on cortical neurocognitive systems when explicitly processing negative socioemotional information, which could have adverse downstream effects on relevant socioemotional functions. The findings thus seem to provide novel, yet preliminary, clues on the neurocognitive profile of CD/LPE+, and additionally highlight the potential scientific utility of the LPE specifier.
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Affiliation(s)
- Moji Aghajani
- Amsterdam UMC/VUMC, Dept. of Psychiatry, the Netherlands; Leiden University Medical Center, Dept. of Child and Adolescent Psychiatry, Curium, the Netherlands; Leiden Institute for Brain and Cognition, the Netherlands.
| | - Eduard T Klapwijk
- Leiden University Medical Center, Dept. of Child and Adolescent Psychiatry, Curium, the Netherlands; Leiden Institute for Brain and Cognition, the Netherlands; Leiden University, Institute of Psychology, Brain and Development Research Center, the Netherlands
| | - Henrik Andershed
- Örebro University, Dept. of Behavioral, Social, and Legal Sciences, Sweden
| | | | - Nic J A van der Wee
- Leiden Institute for Brain and Cognition, the Netherlands; Leiden University Medical Center, Dept. of Psychiatry, the Netherlands
| | - Robert R J M Vermeiren
- Leiden University Medical Center, Dept. of Child and Adolescent Psychiatry, Curium, the Netherlands; Leiden Institute for Brain and Cognition, the Netherlands
| | - Olivier F Colins
- Leiden University Medical Center, Dept. of Child and Adolescent Psychiatry, Curium, the Netherlands; Leiden Institute for Brain and Cognition, the Netherlands; Örebro University, Dept. of Behavioral, Social, and Legal Sciences, Sweden; Ghent University, Dept. Special Needs Education, Belgium
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Theory of mind in schizotypy: A behavioral and event-related potential (ERP) study. Schizophr Res Cogn 2021; 23:100190. [PMID: 33204651 PMCID: PMC7648172 DOI: 10.1016/j.scog.2020.100190] [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: 05/18/2020] [Revised: 09/06/2020] [Accepted: 09/23/2020] [Indexed: 11/24/2022] Open
Abstract
Background Schizophrenia is known for their theory of mind (ToM) impairment. However, this impairment in schizotypy (schizotypal traits) lacks investigation. Aims The present study investigated: (1) whether ToM ability was impaired in schizotypy; (2) whether the ERP amplitudes in nine brain regions of interest associated with ToM (e.g., frontal region) in schizotypy and healthy controls differed; and (3) whether the relationship between ToM performances and ERP amplitudes in schizotypy differed from that in healthy controls. Method Forty eight adolescents and young adults (16 schizotypy) with the mean age of 18 years were tested. The Reading the Mind in the Eyes Test (RMET) was used to assess their ToM during which ERP amplitudes were recorded. Results The schizotypy group showed significantly lower ERP amplitudes in all conditions of RMET in frontal, frontal-central, central, occipital and temporal regions when compared to those in healthy controls. Also, schizotypy's ERP amplitudes in the frontal, frontal-central, central, occipital, and temporal regions were different from those in the healthy individuals in responding to different types of ToM stimuli (positive, negative and neutral). In schizotypy group, reaction time responding to emotional stimuli was negatively related to ERP amplitudes in the frontal, central-parietal, parietal, occipital, and occipito-temporal regions during RMET while no significant correlations were found in healthy controls. Conclusion The present findings inform us with the knowledge regarding the neural and behavioral abnormality of ToM in schizotypy, suggesting that brain activity can be an alternative to detect ToM impairment in schizotypy.
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Chang SAA, Tillem S, Benson-Williams C, Baskin-Sommers A. Cognitive Empathy in Subtypes of Antisocial Individuals. Front Psychiatry 2021; 12:677975. [PMID: 34290630 PMCID: PMC8287099 DOI: 10.3389/fpsyt.2021.677975] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 06/04/2021] [Indexed: 01/10/2023] Open
Abstract
Cognitive empathy allows individuals to recognize and infer how others think and feel in social situations and provides a foundation for the formation and maintenance of mutually constructive relationships. It may seem intuitive to assume that individuals who engage in antisocial behavior, who disregard the rights of others, might have problems with cognitive empathy. However, careful examination of the literature suggests that any dysfunction in cognitive empathy associated with antisociality varies by subtype of antisocial individual and is specific to subcomponents of cognitive empathy. In this review, we (1) briefly define subtypes of antisocial individuals ("psychopathic" vs. "antisocial-only"), (2) summarize specific components of cognitive empathy; (3) review existing literature examining cognitive empathy through questionnaires, behavioral tasks, and neuroimaging within different antisocial subtypes; and (4) discuss the limitations of the current research and potential future directions. Individuals in the psychopathic subtype fail to implicitly engage in cognitive empathy, and potentially lack insight into this issue reflected in no self-reported problems with cognitive empathy, but show an ability to engage in cognitive empathy when explicitly required. Individuals in the antisocial-only subtype appear able to engage in cognitive empathy, showing no differences on questionnaire or behavioral tasks that tap explicit cognitive empathy, but may display subtle difficulties accurately inferring (affective theory of mind) the emotions of others. We end the review by noting areas for future research, including the need to: (1) document the patterns of equifinality that exist across levels of analysis for these antisocial subtypes; (2) examine the temporality of empathy and antisociality development; (3) carefully consider and label subcomponents of cognitive empathy in research on antisocial behavior; and (4) investigate the intersection among environmental experiences, cognitive empathy, and antisocial behavior.
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Affiliation(s)
- Shou-An A Chang
- Department of Psychology, Yale University, New Haven, CT, United States
| | - Scott Tillem
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States
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Leslie M, Halls D, Leppanen J, Sedgewick F, Smith K, Hayward H, Lang K, Fonville L, Simic M, Mandy W, Nicholls D, Murphy D, Williams S, Tchanturia K. Neural Correlates of Theory of Mind Are Preserved in Young Women With Anorexia Nervosa. Front Psychol 2020; 11:568073. [PMID: 33013605 PMCID: PMC7511528 DOI: 10.3389/fpsyg.2020.568073] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 08/18/2020] [Indexed: 12/12/2022] Open
Abstract
People with anorexia nervosa (AN) commonly exhibit social difficulties, which may be related to problems with understanding the perspectives of others, commonly known as Theory of Mind (ToM) processing. However, there is a dearth of literature investigating the neural basis of these differences in ToM and at what age they emerge. This study aimed to test for differences in the neural correlates of ToM processes in young women with AN, and young women weight-restored (WR) from AN, as compared to healthy control participants (HC). Based on previous findings in AN, we hypothesized that young women with current or prior AN, as compared to HCs, would exhibit a reduced neural response in the medial prefrontal cortex (mPFC), the inferior frontal gyrus, and the temporo-parietal junction (TPJ) whilst completing a ToM task. We recruited 73 young women with AN, 45 WR young women, and 70 young women without a history of AN to take part in the current study. Whilst undergoing a functional magnetic resonance imaging (fMRI) scan, participants completed the Frith-Happé task, which is a commonly used measure of ToM with demonstrated reliability and validity in adult populations. In this task, participants viewed the movements of triangles, which depicted either action movements, simple interactions, or complex social interactions. Viewing trials with more complex social interactions in the Frith-Happé task was associated with increased brain activation in regions including the right TPJ, the bilateral mPFC, the cerebellum, and the dorsolateral prefrontal cortex. There were no group differences in neural activation in response to the ToM contrast. Overall, these results suggest that the neural basis of spontaneous mentalizing is preserved in most young women with AN.
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Affiliation(s)
- Monica Leslie
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom.,Department of Psychology, University of Chester, Chester, United Kingdom
| | - Daniel Halls
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom
| | - Jenni Leppanen
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom
| | - Felicity Sedgewick
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom.,School of Education, University of Bristol, Bristol, United Kingdom
| | - Katherine Smith
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom
| | - Hannah Hayward
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom
| | - Katie Lang
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom
| | - Leon Fonville
- Division of Brain Sciences, Imperial College London, London, United Kingdom
| | - Mima Simic
- South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - William Mandy
- Research Department of Clinical, Health and Educational Psychology, University College London, London, United Kingdom
| | - Dasha Nicholls
- Division of Psychiatry, Imperial College London, London, United Kingdom
| | - Declan Murphy
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom
| | - Steven Williams
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London, London, United Kingdom
| | - Kate Tchanturia
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, United Kingdom.,Department of Psychology, Ilia State University, Tbilisi, Georgia
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