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Sörnyei D, Vass Á, Németh D, Farkas K. Autistic and schizotypal traits exhibit similarities in their impact on mentalization and adult attachment impairments: a cross-sectional study. BMC Psychiatry 2024; 24:654. [PMID: 39363301 PMCID: PMC11451163 DOI: 10.1186/s12888-024-06048-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 08/26/2024] [Indexed: 10/05/2024] Open
Abstract
BACKGROUND Deficits in mentalizing and attachment occur in the autism and schizophrenia spectrum, and their extended traits in the general population. Parental attachment and the broader social environment highly influence the development of mentalizing. Given the similarities in the symptomatology and neurodevelopmental correlates of autism spectrum disorder (ASD) and schizophrenia (SCH), it is crucial to identify their overlaps and differences to support screening, differential diagnosis, and intervention. METHODS This cross-sectional study utilized questionnaire data from 2203 adults (65.1% female, mean age[SD] = 37.98[9.66]), including participants diagnosed with ASD, SCH, and those exhibiting subclinical traits to investigate the associations between mentalizing, attachment, and perceived social support during adolescence across the autistic and schizotypy spectrum. RESULTS It was revealed that both autistic and schizotypal traits have comparable effects on insecure adult attachment, primarily through challenges in mentalizing. The impact of mentalizing deficits on adult attachment slightly varies between autistic and schizotypal traits. Conversely, perceived social support during adolescence relates to improved mentalizing and secure adult attachment as a protective factor during development. CONCLUSIONS These outcomes highlight the significance of supportive therapeutic relationships and community care while suggesting directions for further research and collaborative treatments addressing ASD and SCH, considering the differential impact of mentalizing on adult attachment.
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Affiliation(s)
- Dániel Sörnyei
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
- Department of Clinical Psychology, Semmelweis University, Üllői út 25, Budapest, 1091, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary
| | - Ágota Vass
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Dezső Németh
- Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, INSERM, Université Claude Bernard Lyon 1, CNRS, Bron, France
- NAP Research Group, Institute of Psychology, Eötvös Loránd University & Institute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary
- Department of Education and Psychology, Faculty of Social Sciences, University of Atlántico Medio, Las Palmas de Gran Canaria, Spain
| | - Kinga Farkas
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary.
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Saracco-Álvarez R, Robles-García R, Flores-Medina Y, Olivares-Neumann JL, Tovilla-Zárate CA, Alcalá-Lozano R, Escamilla-Orozco RI, Fresán A. No Sex-based Differences in Self-reported Empathy between Patients with Schizophrenia and Control Subjects. ACTAS ESPANOLAS DE PSIQUIATRIA 2024; 52:670-677. [PMID: 39403904 PMCID: PMC11475054 DOI: 10.62641/aep.v52i5.1784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
BACKGROUND Schizophrenia, one of the most disabling disorders worldwide, is characterized by impaired empathy, which appears to be more common in women. METHODS This study aimed to compare empathy levels between control subjects and patients with schizophrenia by sex. We compared sixty-two patients with schizophrenia and 166 control subjects. All participants completed the Empathy Quotient (EQ) questionnaire. A multivariate analysis of variance model was performed with the EQ as the outcome criterion, and group and sex as fixed factors to test for interaction effects. RESULTS Overall, patients obtained lower scores in the cognitive, emotional reactivity and social skills domains of empathy (p < 0.001). No differences between men and women were found and no interaction effect was identified between sex and group (schizophrenia vs. control) (p > 0.05). CONCLUSION This study adds to the evidence on differences in social cognition between people with and without a mental illness such as schizophrenia. It also identifies the absence of sex differences between men and women, observed in both the group of patients and control subjects, which warrants further exploration.
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Affiliation(s)
- Ricardo Saracco-Álvarez
- Subdirección de Investigaciones Clínicas, Ramón de la Fuente Muñiz National Institute of Psychiatry, 14370 Ciudad de México, Mexico
| | - Rebeca Robles-García
- Centro de Investigación en Salud Mental Global INPRFM-UNAM (CISMG), Dirección de Investigaciones Epidemiológicas y Psicosociales, Ramón de la Fuente Muñiz National Institute of Psychiatry, 14370 Ciudad de México, Mexico
| | - Yvonne Flores-Medina
- Subdirección de Investigaciones Clínicas, Ramón de la Fuente Muñiz National Institute of Psychiatry, 14370 Ciudad de México, Mexico
| | | | - Carlos-Alfonso Tovilla-Zárate
- División Académica Multidisciplinaria de Comalcalco, Universidad Juárez Autónoma de Tabasco, 36040 Centro, Tabasco, Mexico
| | - Ruth Alcalá-Lozano
- Subdirección de Investigaciones Clínicas, Ramón de la Fuente Muñiz National Institute of Psychiatry, 14370 Ciudad de México, Mexico
| | - Raúl Iván Escamilla-Orozco
- Subdirección de Consulta Externa, Servicios Clínicos, Ramón de la Fuente Muñiz National Institute of Psychiatry, 14370 Ciudad de México, Mexico
| | - Ana Fresán
- Subdirección de Investigaciones Clínicas, Ramón de la Fuente Muñiz National Institute of Psychiatry, 14370 Ciudad de México, Mexico
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Cargill MI, Lerner MD, Kang E. The Moderating Effect of Sex on Autistic Trait Emotional Intelligence, Alexithymia, and Empathy. J Autism Dev Disord 2024:10.1007/s10803-024-06540-x. [PMID: 39325286 DOI: 10.1007/s10803-024-06540-x] [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] [Accepted: 08/23/2024] [Indexed: 09/27/2024]
Abstract
Autism spectrum disorder (ASD) is associated with differences in social communication, and these differences are related to trait emotional intelligence (TEI), alexithymia, and empathy. Autism is known to present differently in males and females, but research on sex differences in TEI, alexithymia, and empathy is largely relegated to non-autistic people. Therefore, the current research sought to explore individual relationships between autistic characteristics and TEI, alexithymia, and empathy, as well as the possible influence of sex in these relationships. In the current study, autistic and non-autistic adults reported on their autistic characteristics, TEI, alexithymia, and empathy. Based on previous research, it was hypothesized that more autistic characteristics would be associated with less TEI, more alexithymia, and less empathy, and that these relationships would be more prominent amongst males. More autistic characteristics were associated with greater challenges across the three areas of interest. However, only the relationship between TEI and autistic characteristics was moderated by sex, such that males demonstrated higher support needs related to TEI than females. Results from this analysis indicate that adults with more autistic characteristics, regardless of diagnostic status, demonstrate differences in TEI, alexithymia, and empathy. The current analysis may offer additional context to the evolving understanding of empathy and autism by suggesting that TEI and alexithymia could account for differences in empathy. Moreover, sex seems to play a role in the relationship between autistic characteristics and TEI such that differences are especially prominent for males.
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Affiliation(s)
- Mary Isaac Cargill
- Psychology Department, Montclair State University, 1 Normal Ave, Montclair, NJ, 07043, USA
| | - Matthew D Lerner
- AJ Drexel Autism Institute, Drexel University, 3020 Market Street Suite #560, Philadelphia, PA, 19104, USA
| | - Erin Kang
- Psychology Department, Montclair State University, 1 Normal Ave, Montclair, NJ, 07043, USA.
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Lee SC, Huang CY, Fu IN, Chen KL. Interpreting the results of explicit and applied theory of mind collectively in autistic children: A solution from Rasch analysis. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:355-366. [PMID: 37161767 DOI: 10.1177/13623613231170698] [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: 05/11/2023]
Abstract
LAY ABSTRACT Theory of mind is an ability to infer others' mental states, which is a foundation for generating appropriate social responses. Theory of mind can be conceptually divided into two related but distinguishable constructs: explicit theory of mind (conceptual knowledge/information about others' mental states) and applied theory of mind (the ability to use theory of mind skills in real-life contexts). Although these two theory of mind scores can be described by the percentages of children in the early, basic, and advanced developmental stages, the resulting information may not be sufficient to determine the corresponding relationships between these two theory of mind constructs or identify children with mismatched theory of mind abilities (e.g. children who have difficulty in effectively applying their theory of mind knowledge in real-life contexts). To resolve these limitations, methods for simultaneously interpreting the relationships between the two theory of mind scores are proposed. Based on the findings, each applied theory of mind score can reflect multiple scores of explicit theory of mind. In particular, the results do not take measurement error into consideration, which would make them more ambiguous. Therefore, the scores of applied theory of mind should be interpreted carefully, given that children who have the same applied theory of mind score may actually have high or low explicit theory of mind. Regarding the method for joint interpretation, cutoff scores were selected to identify children who have mismatched theory of mind abilities (high explicit theory of mind with low applied theory of mind or low explicit theory of mind with high applied theory of mind) and determine the priority for interventions.
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Affiliation(s)
- Shih-Chieh Lee
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan City, Taiwan (R.O.C.)
- School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan (R.O.C.)
- Institute of Long-Term Care, MacKay Medical College, New Taipei City, Taiwan (R.O.C.)
- Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan (R.O.C.)
| | - Chien-Yu Huang
- School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan (R.O.C.)
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei, Taiwan (R.O.C.)
| | - I-Ning Fu
- School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan (R.O.C.)
- Child Developmental Assessment & Intervention Center, Taipei City Hospital, Taipei City, Taiwan (R.O.C.)
| | - Kuan-Lin Chen
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan City, Taiwan (R.O.C.)
- Department of Physical Medicine and Rehabilitation, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan (R.O.C.)
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan City, Taiwan (R.O.C.)
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Nejati V, Khankeshlooyee N, Pourshahriar H. Remediation of theory of mind in children with autism spectrum disorders: Effectiveness and transferability of training effects to behavioral symptoms. Clin Child Psychol Psychiatry 2024; 29:259-273. [PMID: 37857358 DOI: 10.1177/13591045231208580] [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] [Indexed: 10/21/2023]
Abstract
BACKGROUND Children with autism spectrum disorders (ASD) struggle with impaired theory of mind. We aimed to evaluate the effect of remediation of theory of mind on theory of mind, face perception, and behavioral symptoms in children with ASD. METHODS Thirty children with ASD were randomly assigned to two equal groups of theory of mind training and active control group. Attentive remediation of theory of mind (ARTOM) and story-telling sessions were used for intervention in the groups. Theory of mind and facial emotion recognition tests as well as Gilliam autism rating scale (GARS) were used for assessment in three baseline, post-intervention, and follow-up sessions. Repeated measures ANOVAs were used for analysis. RESULTS The results showed improvement in facial emotion recognition and theory of mind in intervention group. The behavioral symptoms, measured by GARS, were ameliorated in the intervention group. The training effects lasted until follow-up session. CONCLUSIONS The results suggest remediation of basic components of theory of mind, without direct intervention on theory of mind, improves theory of mind skill. The results also suggest that the remediation of basic components of theory of mind improves social and communicational performance and ameliorates stereotypes symptoms in children with ASD.
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Affiliation(s)
- Vahid Nejati
- Department of Psychology, Shahid Beheshti University, Velenjak, Iran
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Clarke A, Rose TA, Meredith PJ. Language skills and interpersonal trust in adolescents with and without mental illness. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 25:589-607. [PMID: 35614858 DOI: 10.1080/17549507.2022.2075466] [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: 06/15/2023]
Abstract
PURPOSE The primary aim was to compare adolescents with mental illness and non-clinical adolescents on vocabulary, social problem-solving, trust in parents, attachment and mentalisation. A secondary aim was to investigate whether adolescents' language skills were associated with trust in parents. METHOD Seventy-eight adolescents (16-18 years) participated in this cross-sectional quantitative study: a clinical sample (n = 28, M = 16.7 years, 19F) recruited from a mental health service and a non-clinical sample (n = 50, M = 17.0 years, 28F). Standardised language measures and self-report measures of trust in parents; communication quality; attachment; and mentalisation were used. Primary and secondary aims were addressed through independent samples t-tests and Pearson's correlation analyses, respectively. RESULT Adolescents experiencing mental illness reported significantly poorer vocabulary, less trust in mother/father, greater attachment anxiety/avoidance, and poorer reflective functioning, than non-clinical adolescents. Expressive vocabulary of clinical (but not non-clinical) adolescents significantly negatively correlated with trust in mother (but not father). CONCLUSION Results highlight a role for speech-language pathologists (SLPs) in supporting communication needs of adolescents with mental illness. SLPs should consider trust by: i) understanding adolescents with mental illness may have difficulty trusting them potentially impacting therapeutic engagement; and ii) delivering services in ways that might build trust, such as involving adolescents in treatment planning.
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Affiliation(s)
- Angela Clarke
- School of Health and Rehabilitation Sciences, The University of Queensland, St Lucia, Australia
- Assertive Mobile Youth Outreach Service, Child and Youth Mental Health Services, Children's Health Queensland Hospital and Health Service, Brisbane, Australia
| | - Tanya A Rose
- School of Health and Rehabilitation Sciences, The University of Queensland, St Lucia, Australia
| | - Pamela J Meredith
- School of Health and Rehabilitation Sciences, The University of Queensland, St Lucia, Australia
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Sippy Downs, Australia
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7
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Bollen C. A reflective guide on the meaning of empathy in autism research. METHODS IN PSYCHOLOGY 2023. [DOI: 10.1016/j.metip.2022.100109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
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8
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Wu Y, Liu X, Zhang S, Zhong R. Training College Students with Hearing Loss in Theory of Mind. JOURNAL OF DEAF STUDIES AND DEAF EDUCATION 2022; 27:423-433. [PMID: 35797703 DOI: 10.1093/deafed/enac015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 04/27/2022] [Accepted: 05/04/2022] [Indexed: 06/15/2023]
Abstract
This paper explored training methods to improve the Theory of Mind levels of Chinese college students with hearing loss and investigated the transfer effect of training. Ninety Chinese college students with hearing loss were randomly divided into two groups: the ToM training group and the physical-conversation training group. The ToM training group received ToM training, and the physical-conversation training group as the control group received physical-conversation training. All the participants attended four separate 60-min lectures. The ToM Story Task and the False Belief Task were used to assess the training's effect, and the ToM animation task was adopted to investigate the transfer effect. Before training, the level of ToM of the two participant groups was similar. After training, the ToM level of Chinese college students with hearing loss who participated in ToM training was significantly higher than the students who underwent physical-conversation training. Moreover, the findings revealed that ToM training has long-term transfer effects. This study thus showed that ToM training can effectively improve the ToM level of Chinese college students with hearing loss.
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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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Giangiacomo E, Visaggi MC, Aceti F, Giacchetti N, Martucci M, Giovannone F, Valente D, Galeoto G, Tofani M, Sogos C. Early Neuro-Psychomotor Therapy Intervention for Theory of Mind and Emotion Recognition in Neurodevelopmental Disorders: A Pilot Study. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9081142. [PMID: 36010032 PMCID: PMC9406700 DOI: 10.3390/children9081142] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 07/26/2022] [Accepted: 07/27/2022] [Indexed: 11/22/2022]
Abstract
The aim of the present study is to explore the effect of early neuro-psychomotor therapy to improve theory of mind skills and emotion recognition in children with neurodevelopmental disorders. A pilot study was set up, consisting of in-group training activities based on the neuro-psychomotor approach. Children were evaluated using Neuropsychological Assessment for Child (Nepsy-II), Test of Emotion Comprehension (TEC), and Social Communication Questionnaire (SCQ). For data analysis, one-sample Wilcoxon signed rank test was used with a significance of p < 0.05. Two children with a developmental language disorder and four children with autism spectrum disorders participated in a 3-month training program. Our findings revealed significant improvement in emotion recognition, as measured with Nepsy-II (p = 0.04), while no statistical improvement was found for theory of mind. Despite the limited sample, early neuro-psychomotor therapy improves emotion recognition skills in children with neurodevelopmental disorders. However, considering the explorative nature of the study, findings should be interpreted with caution.
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Schmidt I, Rutanen T, Luciani RS, Jola C. Feeling for the Other With Ease: Prospective Actors Show High Levels of Emotion Recognition and Report Above Average Empathic Concern, but Do Not Experience Strong Distress. Front Psychol 2021; 12:543846. [PMID: 34140906 PMCID: PMC8203906 DOI: 10.3389/fpsyg.2021.543846] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 05/03/2021] [Indexed: 12/20/2022] Open
Abstract
Differences in empathic abilities between acting, dance, and psychology students were explored, in addition to the appropriateness of existing empathy measures in the context of these cohorts. Students (N = 176) across Higher Education Institutions in the United Kingdom and Europe were included in the online survey analysis, consisting of the Reading the Mind in the Eyes (RME) test, the Interpersonal Reactivity Index (IRI), the Empathy Quotient (EQ), and the E-drawing test (EDT), each measuring particular facets of empathy. Based on existing evidence and our understanding of the discipline practices, we predicted that acting students would perform the best at identifying people’s emotional expressions but might lack other cognitive or affective empathy skills, particularly those related to emotional reactions. This cohort thus provides an opportunity to evaluate different empathy measures. While actors showed significantly higher RME scores than dancers, the difference between actors and psychologists was marginal. Moreover, actors’ scores did not differ significantly on other empathy measures, such as their concern for others’ emotional wellbeing or fantasy, both measured by IRI subscales. Psychology students scored highest in the IRI perspective taking subscale and the data supported anecdotal evidence that psychologists were more concerned for others’ emotional wellbeing than dancers or actors. Dancers seemed the least concerned with others’ perspectives and emotional states, which we explained through a somatosensory ‘inward’ focus required by their art form. Nevertheless, compared to the general population, our groups reported higher empathic abilities on all IRI subscales except for personal distress. Altogether, our study shows that the RME, the IRI, and the EDT vary in their susceptibility to different facets of empathic abilities in acting, dance, and psychology students whereas the EQ does not. Emotions can be expressed and perceived through language, facial expressions, or behavior. As many empathy tests focus on one type of signal they might miss other strategies. Where empathy tests are applied to individuals that have a predominance to read or respond to others in a particular way, as we showed through these three disciplines, they might not capture these empathic strategies. We thus propose that empathy tests must evolve by means of integrating varied forms of communication.
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Affiliation(s)
- Isabell Schmidt
- Division of Psychology and Forensic Sciences, School of Applied Sciences, Abertay University, Dundee, United Kingdom
| | - Tuomas Rutanen
- Division of Psychology and Forensic Sciences, School of Applied Sciences, Abertay University, Dundee, United Kingdom
| | - Roberto S Luciani
- Division of Psychology and Forensic Sciences, School of Applied Sciences, Abertay University, Dundee, United Kingdom
| | - Corinne Jola
- Division of Psychology and Forensic Sciences, School of Applied Sciences, Abertay University, Dundee, United Kingdom
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Olivo D, Di Ciano A, Mauro J, Giudetti L, Pampallona A, Kubera KM, Hirjak D, Wolf RC, Sambataro F. Neural Responses of Benefiting From the Prosocial Exchange: The Effect of Helping Behavior. Front Psychol 2021; 12:606858. [PMID: 33746829 PMCID: PMC7969530 DOI: 10.3389/fpsyg.2021.606858] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 02/05/2021] [Indexed: 11/16/2022] Open
Abstract
Prosocial behavior is critical for the natural development of an individual as well as for promoting social relationships. Although this complex behavior results from gratuitous acts occurring between an agent and a recipient and a wealth of literature on prosocial behavior has investigated these actions, little is known about the effects on the recipient and the neurobiology underlying them. In this study, we used functional magnetic resonance imaging to identify neural correlates of receiving prosocial behavior in the context of real-world experiences, with different types of action provided by the agent, including practical help and effort appreciation. Practical help was associated with increased activation in a network of regions spanning across bilateral superior temporal sulcus, temporoparietal junction, temporal pole, and medial prefrontal cortex. Effort appreciation was associated with activation and increased task-modulated connectivity of the occipital cortex. Prosocial-dependent brain responses were associated with positive affect. Our results support the role of the theory of mind network and the visual cortices in mediating the positive effects of receiving gratuitous help. Moreover, they indicate that specific types of prosocial behavior are mediated by distinct brain networks, which further demonstrates the uniqueness of the psychological processes underlying prosocial actions.
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Affiliation(s)
- Daniele Olivo
- Department of Neuroscience (DNS), University of Padua, Padua, Italy.,Department of Medicine (DAME), University of Udine, Udine, Italy
| | | | - Jessica Mauro
- Department of Medicine (DAME), University of Udine, Udine, Italy
| | | | | | - Katharina M Kubera
- Center for Psychosocial Medicine, Department of General Psychiatry, Heidelberg University, Heidelberg, Germany
| | - Dusan Hirjak
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Robert Christian Wolf
- Center for Psychosocial Medicine, Department of General Psychiatry, Heidelberg University, Heidelberg, Germany
| | - Fabio Sambataro
- Department of Neuroscience (DNS), University of Padua, Padua, Italy.,Department of Medicine (DAME), University of Udine, Udine, Italy.,Padua Neuroscience Center, University of Padua, Padua, Italy
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Watanabe T, Kondo M, Sakai M, Takabatake S, Furukawa TA, Akechi T. Association of Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder Traits with Depression and Empathy Among Medical Students. ADVANCES IN MEDICAL EDUCATION AND PRACTICE 2021; 12:1259-1265. [PMID: 34737666 PMCID: PMC8560068 DOI: 10.2147/amep.s334155] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 10/18/2021] [Indexed: 05/19/2023]
Abstract
PURPOSE This study aimed to investigate the associations of the traits of autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD) with depression and empathy among medical students. PATIENTS AND METHODS A cross-sectional survey was conducted with 202 fifth-year students at a Japanese medical school for 10 months during their clinical clerkship. The survey included sociodemographic questions and validated tools to measure depressive symptoms (Hospital Anxiety and Depression Scale [HADS]), medical students' empathy for patients (Jefferson Scale of Empathy-Student version [JSE]), ADHD traits (ADHD Self-Report Scale Screener [ASRS Screener]), and ASD traits (Autism-Spectrum Quotient Japanese version-21 [AQ-J-21]). RESULTS A total of 151 students (response rate: 74.7%) participated in the survey. Of these, 41 (27.2%) reported a total score of ≥ 20 on the HADS and were categorized as depressed. Depressed students reported significantly lower and higher rates of having a part-time job and a history of enrolment in other faculties, respectively, than non-depressed students. According to the cutoff criteria of the ASRS Screener and AQ-J-21, 31 (20.5%) and 42 (27.8%) students reported ADHD and ASD traits, respectively. Multivariate regression analysis, controlling for age and sex, reported that higher age, ASRS Screener scores, and AQ-J-21 scores were significant predictors of higher HADS total scores. Additionally, higher AQ-J-21 scores significantly predicted lower JSE scores. CONCLUSION The degree of ADHD and ASD traits was significantly associated with depression. Moreover, the degree of ASD traits was significantly associated with lower empathy for their patients. It is important to consider that about 20-30% of medical students have these neurodevelopmental traits and to develop intervention strategies for improving depression and empathy.
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Affiliation(s)
- Takafumi Watanabe
- Department of Psychiatry, Nagoya City University Graduate School of Medical Sciences, Nagoya City, Aichi, Japan
- Correspondence: Takafumi Watanabe Department of Psychiatry, Nagoya City University Graduate School of Medical Sciences, 1, Kawasumi, Mizuho-Cho, Mizuho-Ku, Nagoya City, Aichi, 467-8601, JapanTel +81 52 853 8271Fax +81 52 852 0837 Email
| | - Masaki Kondo
- Department of Psychiatry, Nagoya City University Graduate School of Medical Sciences, Nagoya City, Aichi, Japan
| | - Mie Sakai
- Department of Anesthesiology and Intensive Care Medicine, Nagoya City University Graduate School of Medical Sciences, Nagoya City, Aichi, Japan
| | - So Takabatake
- Department of Psychiatry, Nagoya City University Graduate School of Medical Sciences, Nagoya City, Aichi, Japan
| | - Toshiaki A Furukawa
- Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto City, Japan
| | - Tatsuo Akechi
- Department of Psychiatry, Nagoya City University Graduate School of Medical Sciences, Nagoya City, Aichi, Japan
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Demetriou EA, Park SH, Ho N, Pepper KL, Song YJC, Naismith SL, Thomas EE, Hickie IB, Guastella AJ. Machine Learning for Differential Diagnosis Between Clinical Conditions With Social Difficulty: Autism Spectrum Disorder, Early Psychosis, and Social Anxiety Disorder. Front Psychiatry 2020; 11:545. [PMID: 32636768 PMCID: PMC7319094 DOI: 10.3389/fpsyt.2020.00545] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 05/27/2020] [Indexed: 12/14/2022] Open
Abstract
Differential diagnosis in adult cohorts with social difficulty is confounded by comorbid mental health conditions, common etiologies, and shared phenotypes. Identifying shared and discriminating profiles can facilitate intervention and remediation strategies. The objective of the study was to identify salient features of a composite test battery of cognitive and mood measures using a machine learning paradigm in clinical cohorts with social interaction difficulties. We recruited clinical participants who met standardized diagnostic criteria for autism spectrum disorder (ASD: n = 62), early psychosis (EP: n = 48), or social anxiety disorder (SAD: N = 83) and compared them with a neurotypical comparison group (TYP: N = 43). Using five machine-learning algorithms and repeated cross-validation, we trained and tested classification models using measures of cognitive and executive function, lower- and higher-order social cognition and mood severity. Performance metrics were the area under the curve (AUC) and Brier Scores. Sixteen features successfully differentiated between the groups. The control versus social impairment cohorts (ASD, EP, SAD) were differentiated by social cognition, visuospatial memory and mood measures. Importantly, a distinct profile cluster drawn from social cognition, visual learning, executive function and mood, distinguished the neurodevelopmental cohort (EP and ASD) from the SAD group. The mean AUC range was between 0.891 and 0.916 for social impairment versus control cohorts and, 0.729 to 0.781 for SAD vs neurodevelopmental cohorts. This is the first study that compares an extensive battery of neuropsychological and self-report measures using a machine learning protocol in clinical and neurodevelopmental cohorts characterized by social impairment. Findings are relevant for diagnostic, intervention and remediation strategies for these groups.
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Affiliation(s)
- Eleni A Demetriou
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
| | - Shin H Park
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
| | - Nicholas Ho
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
| | - Karen L Pepper
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
| | - Yun J C Song
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
| | | | - Emma E Thomas
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
| | - Ian B Hickie
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia.,Youth Mental Health Unit, Brain and Mind Centre, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
| | - Adam J Guastella
- Autism Clinic for Translational Research, Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, Children's Hospital Westmead l Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia.,Youth Mental Health Unit, Brain and Mind Centre, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Autstralia
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