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Shepard EC, Ruben M, Weyandt LL. Emotion Recognition Accuracy Among Individuals With ADHD: A Systematic Review. J Atten Disord 2025; 29:174-194. [PMID: 39614669 DOI: 10.1177/10870547241297005] [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] [Indexed: 12/01/2024]
Abstract
OBJECTIVE The aim of the present systematic review was to consolidate findings related to emotion recognition accuracy among individuals with attention deficit hyperactivity disorder (ADHD). The review also examined emotion recognition accuracy assessment methods as well as the contribution of gender to emotional recognition accuracy. METHOD A total of 43 articles were identified based on inclusion criteria using PRISMA guidelines for article retrieval. RESULTS 58% of retrieved articles reported significantly decreased emotion recognition accuracy among individuals with ADHD relative to neurotypical peers, with either global or emotion-specific differences identified. Notably, studies finding a significant difference in emotion recognition accuracy were of significantly lower quality according to a quality review checklist than the articles finding no difference (p < .001). For example, when use of control conditions and multiple measures of emotion recognition accuracy were employed, no study found a significant difference in emotion recognition accuracy between individuals with and without ADHD. Regarding potential gender differences, not a single study included gender diversity beyond sex assigned at birth. The majority (86%) of studies included a predominantly male sample, with 15% including only male participants. While differences in emotion recognition accuracy were found between male and female participants in 7% of cases, future research is needed to identify the contribution of gender diversity.
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Affiliation(s)
- Emily C Shepard
- Department of Psychology, University of Rhode Island, Kingston, USA
| | - Mollie Ruben
- Department of Psychology, University of Rhode Island, Kingston, USA
| | - Lisa L Weyandt
- Department of Psychology, University of Rhode Island, Kingston, USA
- Intedisciplinary Neuroscience Program, University of Rhode Island, Kingston, USA
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Olaya-Galindo MD, Vargas-Cifuentes OA, Vélez Van-Meerbeke A, Talero-Gutiérrez C. Establishing the Relationship Between Attention Deficit Hyperactivity Disorder and Emotional Facial Expression Recognition Deficit: A Systematic Review. J Atten Disord 2023; 27:1181-1195. [PMID: 36843351 PMCID: PMC10466982 DOI: 10.1177/10870547231154901] [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: 02/28/2023]
Abstract
OBJECTIVE In this review, we examined if there is a deficit in facial recognition of emotion (FER) in children, adolescents, and adults with attention deficit hyperactivity disorder (ADHD). BACKGROUND Emotional regulation is impaired in ADHD. Although a facial emotion recognition deficit has been described in this condition, the underlying causal mechanisms remain unclear. METHODS The search was performed in six databases in September 2022. Studies assessing children, adolescents, or adults with isolated or comorbid ADHD that evaluated participants using a FER task were included. RESULTS Twelve studies out of 385 were selected, with participants ranging in age from 6 to 37.1 years. A deficit in FER specific to ADHD, or secondary to comorbid autism spectrum disorder, anxiety, and oppositional symptoms, was found. CONCLUSIONS There is a FER deficit in patients with ADHD. Adults showed improved recognition accuracy, reflecting partial compensation. ADHD symptoms and comorbidities appear to influence FER deficits.
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Affiliation(s)
- Maria Daniela Olaya-Galindo
- Neuroscience research group (NeURos), NeuroVitae Center for Neuroscience, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Oscar Alberto Vargas-Cifuentes
- Neuroscience research group (NeURos), NeuroVitae Center for Neuroscience, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Alberto Vélez Van-Meerbeke
- Neuroscience research group (NeURos), NeuroVitae Center for Neuroscience, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Claudia Talero-Gutiérrez
- Neuroscience research group (NeURos), NeuroVitae Center for Neuroscience, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
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Jakobi B, Arias-Vasquez A, Hermans E, Vlaming P, Buitelaar J, Franke B, Hoogman M, van Rooij D. Neural Correlates of Reactive Aggression in Adult Attention-Deficit/Hyperactivity Disorder. Front Psychiatry 2022; 13:840095. [PMID: 35664483 PMCID: PMC9160326 DOI: 10.3389/fpsyt.2022.840095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 04/27/2022] [Indexed: 11/13/2022] Open
Abstract
Despite not being part of the core diagnostic criteria for attention-deficit/hyperactivity disorder (ADHD), emotion dysregulation is a highly prevalent and clinically important component of (adult) ADHD. Emotionally dysregulated behaviors such as reactive aggression have a significant impact on the functional outcome in ADHD. However, little is known about the mechanisms underlying reactive aggression in ADHD. In this study, we aimed to identify the neural correlates of reactive aggression as a measure of emotionally dysregulated behavior in adults with persistent ADHD during implicit emotion regulation processes. We analyzed associations of magnetic resonance imaging-based whole-brain activity during a dynamic facial expression task with levels of reactive aggression in 78 adults with and 78 adults without ADHD, and also investigated relationships of reactive aggression with symptoms and impairments. While participants with ADHD had higher reactive aggression scores than controls, the neural activation patterns of both groups to processing of emotional faces were similar. However, investigating the brain activities associated with reactive aggression in individuals with and without ADHD showed an interaction of diagnosis and reactive aggression scores. We found high levels of activity in the right insula, the hippocampus, and middle and superior frontal areas to be particularly associated with high reactive aggression scores within the ADHD group. Furthermore, the limbic activity was associated with more hyperactivity/impulsivity symptoms. These results suggest a partly differential mechanism associated with reactive aggression in ADHD as compared to controls. Emotional hyper-reactivity in the salience network as well as more effortful top-down regulation from the self-regulation network might contribute to emotionally dysregulated behavior as measured by reactive aggression.
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Affiliation(s)
- Babette Jakobi
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
- Centre for Cognitive Neuroimaging, Donders Institute for Brain Cognition and Behavior, Nijmegen, Netherlands
| | - Alejandro Arias-Vasquez
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
| | - Erno Hermans
- Centre for Cognitive Neuroimaging, Donders Institute for Brain Cognition and Behavior, Nijmegen, Netherlands
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
| | - Priscilla Vlaming
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
| | - Jan Buitelaar
- Centre for Cognitive Neuroimaging, Donders Institute for Brain Cognition and Behavior, Nijmegen, Netherlands
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
| | - Barbara Franke
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
| | - Martine Hoogman
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
| | - Daan van Rooij
- Centre for Cognitive Neuroimaging, Donders Institute for Brain Cognition and Behavior, Nijmegen, Netherlands
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Donmez Z, Gica S, Unubol B, Iyisoy MS, Gulec H. The effect of attention deficit hyperactivity disorder comorbidity on cognitive functions and severity of addiction in opioid use disorder. J Ethn Subst Abuse 2020; 20:295-315. [PMID: 32838695 DOI: 10.1080/15332640.2020.1808870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The aim of this study is to determine the changes in social cognition and other cognitive domains in ADHD comorbidity and to investigate the possible moderation role of these changes in OUD. A hundered inpatients with OUD were included in the study. Cognitive functions, severity of addiction and symptomatology of ADHD were evaluated. ASRS and API scores were in positive correlation and ASRS scores had a moderating effect on the relationship between craving score and emotion recognition. Our study shows that changes in social environment/cognition play an important role in the follow-up/treatment of patients.
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Affiliation(s)
- Zeliha Donmez
- Department of Psychiatry, Istanbul Umraniye Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - Sakir Gica
- Department of Psychiatry, Meram Medical Faculty, Necmettin Erbakan University, Konya, Turkey
| | - Basak Unubol
- Department of Psychiatry, Istanbul Erenkoy Mental Health and Neurological Disease Education and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - M Sinan Iyisoy
- Department of Medical Education and Informatics, Meram Medical Faculty, Necmettin Erbakan University, Konya, Turkey
| | - Huseyin Gulec
- Department of Psychiatry, Istanbul Erenkoy Mental Health and Neurological Disease Education and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
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