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Sahuquillo-Leal R, Perea M, Moreno-Giménez A, Salmerón L, Andreu J, Pons D, Vento M, García-Blanco A. Emotional Face Processing in Autism Spectrum Condition: A Study of Attentional Orienting and Inhibitory Control. J Autism Dev Disord 2025; 55:440-448. [PMID: 38238508 DOI: 10.1007/s10803-023-06200-6] [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] [Accepted: 11/19/2023] [Indexed: 02/12/2025]
Abstract
A core feature of Autistic Spectrum Condition (ASC) is the presence of difficulties in social interactions. This can be explained by an atypical attentional processing of social information: individuals with ASC may show problems with orienting attention to socially relevant stimuli and/or inhibiting their attentional responses to irrelevant ones. To shed light on this issue, we examined attentional orienting and inhibitory control to emotional stimuli (angry, happy, and neutral faces). An antisaccade task (with both prosaccade and antisacade blocks) was applied to a final sample of 29 children with ASC and 27 children with typical development (TD). Whereas children with ASC committed more antisaccade errors when seeing angry faces than happy or neutral ones, TD children committed more antisaccade errors when encountering happy faces than neutral faces. Furthermore, latencies in the prosaccade and antisaccade blocks were longer in children with ASC and they were associated with the severity of ASC symptoms. Thus, children with ASC showed an impaired inhibitory control when angry faces were presented. This bias to negative high-arousal information is congruent with affective information-processing theories on ASC, suggesting that threatening stimuli induce an overwhelming response in ASC. Therapeutic strategies where train the shift attention to emotional stimuli (i.e. faces) may improve ASC symptomatology and their socials functioning.
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Affiliation(s)
| | - Manuel Perea
- University of Valencia, Valencia, Spain
- Nebrija University, Madrid, Spain
| | - Alba Moreno-Giménez
- University of Valencia, Valencia, Spain
- Health Research Institute La Fe, Valencia, Spain
| | | | - Julia Andreu
- University and Polytechnic Hospital La Fe, Valencia, Spain
| | | | - Máximo Vento
- Health Research Institute La Fe, Valencia, Spain
| | - Ana García-Blanco
- University of Valencia, Valencia, Spain.
- Health Research Institute La Fe, Valencia, Spain.
- University and Polytechnic Hospital La Fe, Valencia, Spain.
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Chen QX, Chen Q, Zhai K, Chen HT, Wu YL, Liu JM, Jin Y. Inefficient and unique processing of social-emotional interference in school-aged children with high-functioning autism spectrum disorder. Front Psychiatry 2024; 15:1412533. [PMID: 39507279 PMCID: PMC11539409 DOI: 10.3389/fpsyt.2024.1412533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 09/12/2024] [Indexed: 11/08/2024] Open
Abstract
Introduction Interest is growing in investigating the ability of children with autism spectrum disorder (ASD) to process social information under conflicting and complex environments. However, few studies have employed objective behavioral measures to directly explore the underlying profile of social-emotional interference control. Methods In the current study, 53 children with ASD and 53 typically developing (TD) control, aged 6-12 years, completed a set of modified flanker tasks involving arrows, schematic faces, same real faces (with facial interference by the same person), and different real faces (with facial interference by different people), respectively. Response time in incongruent (RTInc) and congruent conditions (RTCon), percentage of errors in incongruent (%ErrorInc) and congruent conditions (%ErrorCon), and flanker effect calculated by ΔRT = (RTInc - RTCon)/RTCon and Δ%Error = %ErrorInc - %ErrorCon were used as outcome metrics. Results We obtained three major results: (1) the ASD group had longer RTInc and RTCon compared to the TD group in the arrow, schematic-face, and same real-face tasks; (2) compared with the performance in the arrow flanker task, both groups exhibited longer RTs and reduced ΔRTs in the same real-face task; however, in the schematic-face task, longer RT and reduced ΔRT were exhibited in the TD group, but not in the ASD group; and (3) in the different real-face task, ASD group had higher %Error than the TD group, and %Error was negatively correlated with RT only in the ASD group. Conclusion The current study delineates the inefficient processing of social-emotional interference in school-aged children with ASD and further suggests that these children might adopt a relatively optimized strategy like symbolization when dealing with emotional conflict. However, such compensatory cognitive strategies may be exhausted along with the increase in information load. These findings provide new perspectives of considering the difference more than difficulty in the cognitive profile of ASD, which will benefit the development of targeted behavioral interventions.
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Affiliation(s)
- Qing-Xin Chen
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Qi Chen
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
- Department of Children's Healthcare, Beijing University of Chinese Medicine Shenzhen Hospital (Longgang), Shenzhen, China
| | - Kun Zhai
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
- The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hui-Ting Chen
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Yu-Lan Wu
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Jin-Ming Liu
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Yu Jin
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
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Ludyga S, Bruggisser F, Leuenberger R, Ishihara T, Kamijo K, Brotzmann M, Trescher S, Förster M, Gerber M. Acute effects of exercise on gaze fixation and affective response inhibition in children with autism spectrum disorder: A randomized cross-over study. Autism Res 2024; 17:1934-1943. [PMID: 39212128 DOI: 10.1002/aur.3224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024]
Abstract
Children with autism spectrum disorder (ASD) show impairments in response inhibition, especially in socio-emotional contexts. A single aerobic exercise session has the potential to temporarily reduce such impairments as findings from neurotypical children support acute benefits of this exercise type for inhibitory control and emotion recognition. In children with ASD, we therefore aimed to investigate the effects of an aerobic exercise bout on response inhibition in an emotional Go/NoGo task and gaze fixation as possible mechanism underlying changes in performance. Using a cross-over design, 29 patients completed a 20-min aerobic exercise bout at moderate intensity on a cycling ergometer and a control condition in a randomized order. An emotional Go/NoGo task was administered before and after both experimental conditions. Eye-tracking was performed during the cognitive task to assess the duration of gaze fixation of eyes and mouth parts of faces expressing happy or sad emotions. The results support no beneficial effect of exercise on performance on the emotional Go/NoGo task. Instead, patients showed a greater decrease in accuracy on Go trials displaying happy faces in the exercise compared to the control condition. This change was associated with a more pronounced decrease in the fixation duration of the eyes for faces expressing either happy or sad emotions. In conclusion, while a single session of moderately intense aerobic exercise does not affect response inhibition, it temporarily aggravates ASD-specific deficits in the processing of and response to facial emotions.
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Affiliation(s)
- Sebastian Ludyga
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
| | - Fabienne Bruggisser
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
| | - Rahel Leuenberger
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
| | - Toru Ishihara
- Graduate School of Human Development and Environment, Kobe University, Kobe, Japan
| | - Keita Kamijo
- Faculty of Liberal Arts and Sciences, Chukyo University, Nagoya, Japan
| | - Mark Brotzmann
- Division of Neuropediatrics and Developmental Medicine, University Children's Hospital Basel (UKBB), Basel, Switzerland
| | - Sarah Trescher
- Children and Youth Psychiatry, Psychiatric Clinics Baselland, Basel, Switzerland
| | - Markus Förster
- Children and Youth Psychiatry, Psychiatric Clinics Baselland, Basel, Switzerland
| | - Markus Gerber
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
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Venticinque JS, McMillan SJ, Guyer AE. Expanding understanding of adolescent neural sensitivity to peers: Using social information processing theory to generate new lines of research. Dev Cogn Neurosci 2024; 67:101395. [PMID: 38823235 PMCID: PMC11176966 DOI: 10.1016/j.dcn.2024.101395] [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: 12/12/2023] [Revised: 05/21/2024] [Accepted: 05/23/2024] [Indexed: 06/03/2024] Open
Abstract
Adolescence is a period of normative heightened sensitivity to peer influence. Individual differences in susceptibility to peers is related to individual differences in neural sensitivity, particularly in brain regions that support an increasingly greater orientation toward peers. Despite these empirically-established patterns, the more specific psychosocial and socio-cognitive factors associated with individual differences in neural sensitivity to peer influence are just beginning to gain research attention. Specific features of the factors that contribute to how adolescents process social information can inform understanding of the psychological and neurobiological processes involved in what renders adolescents to be more or less susceptible to peer influences. In this paper, we (1) review the literature about peer, family, and broader contextual influences on sensitivity to peers' positive and negative behaviors, (2) outline components of social information processing theories, and (3) discuss features of these models from the perspectives and social cognitive development and social neuroscience. We identify gaps in the current literature that need to be addressed in order to gain a more comprehensive view of adolescent neural sensitivity to peer influence. We conclude by suggesting how future neuroimaging studies can adopt components of this social information processing model to generate new lines of research.
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Affiliation(s)
- Joseph S Venticinque
- Center for Mind and Brain, University of California, Davis 267 Cousteau Pl, Davis, CA 95618, USA; Department of Human Ecology, University of California, Davis 1 Shields Ave, Davis, CA 95616, USA.
| | - Sarah J McMillan
- Center for Mind and Brain, University of California, Davis 267 Cousteau Pl, Davis, CA 95618, USA; Department of Human Ecology, University of California, Davis 1 Shields Ave, Davis, CA 95616, USA.
| | - Amanda E Guyer
- Center for Mind and Brain, University of California, Davis 267 Cousteau Pl, Davis, CA 95618, USA; Department of Human Ecology, University of California, Davis 1 Shields Ave, Davis, CA 95616, USA.
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Kaul YF, Karimi AG, Johansson M, Montgomery C, Hellström-Westas L, Wikström J, Kochukhova O. Mri findings, looking behaviour and affect recognition in very preterm children: A pilot study. Physiol Behav 2024; 280:114553. [PMID: 38615730 DOI: 10.1016/j.physbeh.2024.114553] [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: 01/06/2024] [Revised: 03/21/2024] [Accepted: 04/11/2024] [Indexed: 04/16/2024]
Abstract
Children born very preterm often exhibit atypical gaze behaviors, affect recognition difficulties and are at risk for cerebral white matter damage. This study explored links between these sequalae. In 24 12-year-old children born very preterm, ventricle size using Evans and posterior ventricle indices, and corpus callosum area were used to measure white matter thickness. The findings revealed a correlation between less attention towards the eyes and larger ventricle size. Ventricle and posterior corpus callosum sizes were correlated to affect-recognition proficiency. Findings suggest a link between white matter damage, gaze behavior, and affect recognition accuracy, emphasizing a relation with social perception.
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Affiliation(s)
- Ylva Fredriksson Kaul
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden; Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden
| | - Annette Geeb Karimi
- Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden; Radiology Department, Uppsala University Hospital, Uppsala, Sweden
| | - Martin Johansson
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Cecilia Montgomery
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | | | - Johan Wikström
- Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden
| | - Olga Kochukhova
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden; Department of Psychology, Uppsala University, Uppsala, Sweden.
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Xue H, Zhang L, Wang J, Liu W, Liu S, Ming D. Dynamic eye avoidance patterns in the high autistic traits group: An eye-tracking study. Front Psychiatry 2023; 14:1086282. [PMID: 37032943 PMCID: PMC10079916 DOI: 10.3389/fpsyt.2023.1086282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 03/01/2023] [Indexed: 04/11/2023] Open
Abstract
Introduction Reduced fixation to the eye area is the main characteristic of social deficits associated with Autism Spectrum Disorder; a similar pattern may exist in individuals with high autistic traits. However, their scanning patterns to the eye area of emotional faces are still unclear on the time scale. Methods In the present study, we recruited 46 participants and divided them into the high autistic traits (HAT) group (23 participants) and the low autistic traits (LAT) group (20 participants) based on their Autism Spectrum Quotient (AQ) scores. Moreover, we captured their eye movement patterns when observing different angular emotional faces. We extracted the proportional fixation time to the eye area under different time windows. Results The results showed that the fixation time of the HAT group was always significantly smaller than that of the LAT group (p < 0.05), and the difference between the two groups increased in the middle and late stages of face presentation. The results of the linear regression analysis showed that the proportional fixation time was negatively correlated with AQ scores (p < 0.05), indicating that the proportional fixation time to the eye area could be a potential indicator to measure the level of autistic traits. We then calculated the latency to orient the eye area and the latency to disengage the eye area to explore the priority of observation of the eyes. The results showed that compared with the LAT group, the HAT group has a longer latency to orient the eye area (p < 0.05) and has longer latency to disengage the eye area (p < 0.05), illustrating that the HAT group saw the eyes more slowly and left them faster.
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Affiliation(s)
- Huiqin Xue
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
| | - Ludan Zhang
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
| | - Junling Wang
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
| | - Wei Liu
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
- Children’s Hospital, Tianjin University, Tianjin, China
| | - Shuang Liu
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
| | - Dong Ming
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
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Harada Y, Ohyama J, Wada M. Effects of temporal properties of facial expressions on the perceived intensity of emotion. ROYAL SOCIETY OPEN SCIENCE 2023; 10:220585. [PMID: 36686551 PMCID: PMC9832291 DOI: 10.1098/rsos.220585] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
Abstract
A series of multiple facial expressions can be temporally perceived as an averaged facial expression in a process known as ensemble perception. This study examined the effect of temporal parameters on the perceived intensity of facial expression in each emotion, and how the effect varies with autistic traits in typically developing people. In the experiment, we presented facial expressions that switched from emotional to neutral expressions, and vice versa, for 3 s. Participants rated the overall perceived intensity of the facial emotions as a whole rather than rating individual items within the set. For the two tasks, a ratio of duration of emotional faces to duration of neutral faces (emotional ratio) and the timing for transitions were manipulated individually. The results showed that the intensity of facial emotion was perceived more strongly when the presentation ratio increased and when the emotional expression was presented last. The effects were different among the emotions (e.g. relatively weak in the anger expression). Moreover, the perceived intensity of angry expressions decreased with autistic traits. These results suggest that the properties and individual differences in the facial ensemble of each emotion affect emotional perceptions.
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Affiliation(s)
- Yuki Harada
- Developmental Disorders Section, Department of Rehabilitation for Brain Functions, Research Institute of National Rehabilitation Center for Persons with Disabilities, Tokorozawa, Japan
- Faculty of Humanities, Kyoto University of Advanced Science, Kyoto, Japan
| | - Junji Ohyama
- Human Augmentation Research Center, National Institute of Advanced Industrial Science and Technology, Kashiwa, Japan
| | - Makoto Wada
- Developmental Disorders Section, Department of Rehabilitation for Brain Functions, Research Institute of National Rehabilitation Center for Persons with Disabilities, Tokorozawa, Japan
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Levy EJ, Foss-Feig J, Isenstein EL, Srihari V, Anticevic A, Naples AJ, McPartland JC. Electrophysiological Studies of Reception of Facial Communication in Autism Spectrum Disorder and Schizophrenia. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2022; 9:521-554. [PMID: 36568688 PMCID: PMC9783109 DOI: 10.1007/s40489-021-00260-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 04/22/2021] [Indexed: 12/30/2022]
Abstract
Autism spectrum disorder (ASD) and schizophrenia spectrum disorders (SZ) are characterized by difficulty with social cognition and atypical reception of facial communication - a key area in the Research Domain Criteria framework. To identify areas of overlap and dissociation between ASD and SZ, we review studies of event-related potentials (ERP) to faces across ASD and SZ populations, focusing on ERPs implicated in social perception: P100, N170, N250, and P300. There were many inconsistent findings across studies; however, replication was strongest for delayed N170 latency in ASD and attenuated N170 amplitude in SZ. These results highlight the challenges of replicating research findings in heterogeneous clinical populations and the need for transdiagnostic research that continuously quantifies behavior and neural activity across neurodevelopmental disorders.
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Affiliation(s)
| | - Jennifer Foss-Feig
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai
- Seaver Autism Center, Icahn School of Medicine at Mount Sinai
| | | | - Vinod Srihari
- Department of Psychiatry, Yale University School of Medicine
| | - Alan Anticevic
- Department of Psychiatry, Yale University School of Medicine
- Department of Psychology, Yale University
- Division of Neurogenetics, Neurocomputation, and Neuroimaging, Yale University School of Medicine
| | - Adam J. Naples
- Yale Child Study Center, Yale University School of Medicine
| | - James C. McPartland
- Department of Psychology, Yale University
- Yale Child Study Center, Yale University School of Medicine
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Hogan AL, Winston M, Barstein J, Losh M. Slower Peak Pupillary Response to Emotional Faces in Parents of Autistic Individuals. Front Psychol 2022; 13:836719. [PMID: 36304881 PMCID: PMC9595282 DOI: 10.3389/fpsyg.2022.836719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 05/31/2022] [Indexed: 11/23/2022] Open
Abstract
Background Atypical autonomic arousal has been consistently documented in autism spectrum disorder (ASD) and is thought to contribute to the social-communication phenotype of ASD. Some evidence suggests that clinically unaffected first-degree relatives of autistic individuals may also show subtle differences in indices of autonomic arousal, potentially implicating heritable pathophysiological mechanisms in ASD. This study examined pupillary responses in parents of autistic individuals to investigate evidence that atypical autonomic arousal might constitute a subclinical physiological marker of ASD heritability within families of autistic individuals. Methods Pupillary responses to emotional faces were measured in 47 ASD parents and 20 age-matched parent controls. Macro-level pupillary responses (e.g., mean, peak, latency to peak) and dynamic pupillary responses over the course of the stimulus presentation were compared between groups, and in relationship to subclinical ASD-related features in ASD parents. A small ASD group (n = 20) and controls (n = 17) were also included for exploratory analyses of parent–child correlations in pupillary response. Results Parents of autistic individuals differed in the time course of pupillary response, exhibiting a later primary peak response than controls. In ASD parents, slower peak response was associated with poorer pragmatic language and larger peak response was associated with poorer social cognition. Exploratory analyses revealed correlations between peak pupillary responses in ASD parents and mean and peak pupillary responses in their autistic children. Conclusion Differences in pupillary responses in clinically unaffected parents, together with significant correlations with ASD-related features and significant parent–child associations, suggest that pupillary responses to emotional faces may constitute an objective physiological marker of ASD genetic liability, with potential to inform the mechanistic underpinnings of ASD symptomatology.
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Artiran S, Ravisankar R, Luo S, Chukoskie L, Cosman P. Measuring Social Modulation of Gaze in Autism Spectrum Condition With Virtual Reality Interviews. IEEE Trans Neural Syst Rehabil Eng 2022; 30:2373-2384. [PMID: 35969548 DOI: 10.1109/tnsre.2022.3198933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Gaze behavior in dyadic conversations can indicate active listening and attention. However, gaze behavior that is different from the engagement expected during neurotypical social interaction cues may be interpreted as uninterested or inattentive, which can be problematic in both personal and professional situations. Neurodivergent individuals, such as those with autism spectrum conditions, often exhibit social communication differences broadly including via gaze behavior. This project aims to support situational social gaze practice through a virtual reality (VR) mock job interview practice using the HTC Vive Pro Eye VR headset. We show how gaze behavior varies in the mock job interview between neurodivergent and neurotypical participants. We also investigate the social modulation of gaze behavior based on conversational role (speaking and listening). Our three main contributions are: (i) a system for fully-automatic analysis of social modulation of gaze behavior using a portable VR headset with a novel realistic mock job interview, (ii) a signal processing pipeline, which employs Kalman filtering and spatial-temporal density-based clustering techniques, that can improve the accuracy of the headset's built-in eye-tracker, and (iii) being the first to investigate social modulation of gaze behavior among neurotypical/divergent individuals in the realm of immersive VR.
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Atherton G, Cross L. Reading the mind in cartoon eyes: Comparing human versus cartoon emotion recognition in those with high and low levels of autistic traits. Psychol Rep 2022; 125:1380-1396. [PMID: 33715510 PMCID: PMC9136470 DOI: 10.1177/0033294120988135] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
People who have a high degree of autistic traits often underperform on theory of mind tasks such as perspective-taking or facial emotion recognition compared to those with lower levels of autistic traits. However, some research suggests that this may not be the case if the agent they are evaluating is anthropomorphic (i.e. animal or cartoon) rather than typically human. The present studies examined the relation between facial emotion recognition and autistic trait profiles in over 750 adults using either a standard or cartoon version of the Reading the Mind in the Eyes (RME) test. Results showed that those scoring above the clinical cut off for autistic traits on the Autism Quotient performed significantly worse than those with the lowest levels of autistic traits on the standard RME, while scores across these groups did not differ substantially on the cartoon version of the task. These findings add further evidence that theory of mind ability such as facial emotion recognition is not at a global deficit in those with a high degree of autistic traits. Instead, differences in this ability may be specific to evaluating human agents.
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Affiliation(s)
- Gray Atherton
- Department of Psychology, Edge Hill University, Ormskirk, UK
| | - Liam Cross
- Department of Psychology, Edge Hill University, Ormskirk, UK
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12
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Sun S, Webster PJ, Wang Y, Yu H, Yu R, Wang S. Reduced Pupil Oscillation During Facial Emotion Judgment in People with Autism Spectrum Disorder. J Autism Dev Disord 2022; 53:1963-1973. [PMID: 35178651 DOI: 10.1007/s10803-022-05478-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/04/2022] [Indexed: 11/30/2022]
Abstract
People with autism spectrum disorder (ASD) show abnormal face perception and emotion recognition. However, it remains largely unknown whether these differences are associated with abnormal physiological responses when viewing faces. In this study, we employed a sensitive emotion judgment task and conducted a detailed investigation of pupil dilation/constriction and oscillation in high-functioning adult participants with ASD and matched controls. We found that participants with ASD showed normal pupil constriction to faces; however, they demonstrated reduced pupil oscillation, which was independent of stimulus properties and participants' perception of the emotion. Together, our results have revealed an abnormal physiological response to faces in people with ASD, which may in turn be associated with impaired face perception previously found in many studies.
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Affiliation(s)
- Sai Sun
- Frontier Research Institute for Interdisciplinary Sciences, Tohoku University, Aoba-6-3 Aramaki, Aoba Ward, Sendai, 980-8578, Japan. .,Research Institute of Electrical Communication, Tohoku University, 2-1-1 Katahira, Aoba Ward, Sendai, 980-8577, Japan.
| | - Paula J Webster
- Department of Chemical and Biomedical Engineering and Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, 26506, USA
| | - Yu Wang
- Department of Neurology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Hongbo Yu
- Department of Psychological & Brain Sciences, University of California Santa Barbara, Santa Barbara, CA, 93106, USA
| | - Rongjun Yu
- Department of Management, School of Business, Hong Kong Baptist University, HKSAR, Kowloon Tong, Hong Kong
| | - Shuo Wang
- Department of Chemical and Biomedical Engineering and Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, 26506, USA. .,Department of Radiology, Washington University in St. Louis, St. Louis, MO, 63110, USA.
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13
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Zhang K, Yuan Y, Chen J, Wang G, Chen Q, Luo M. Eye Tracking Research on the Influence of Spatial Frequency and Inversion Effect on Facial Expression Processing in Children with Autism Spectrum Disorder. Brain Sci 2022; 12:brainsci12020283. [PMID: 35204046 PMCID: PMC8870542 DOI: 10.3390/brainsci12020283] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/11/2022] [Accepted: 02/16/2022] [Indexed: 12/10/2022] Open
Abstract
Facial expression processing mainly depends on whether the facial features related to expressions can be fully acquired, and whether the appropriate processing strategies can be adopted according to different conditions. Children with autism spectrum disorder (ASD) have difficulty accurately recognizing facial expressions and responding appropriately, which is regarded as an important cause of their social disorders. This study used eye tracking technology to explore the internal processing mechanism of facial expressions in children with ASD under the influence of spatial frequency and inversion effects for improving their social disorders. The facial expression recognition rate and eye tracking characteristics of children with ASD and typical developing (TD) children on the facial area of interest were recorded and analyzed. The multi-factor mixed experiment results showed that the facial expression recognition rate of children with ASD under various conditions was significantly lower than that of TD children. TD children had more visual attention to the eyes area. However, children with ASD preferred the features of the mouth area, and lacked visual attention and processing of the eyes area. When the face was inverted, TD children had the inversion effect under all three spatial frequency conditions, which was manifested as a significant decrease in expression recognition rate. However, children with ASD only had the inversion effect under the LSF condition, indicating that they mainly used a featural processing method and had the capacity of configural processing under the LSF condition. The eye tracking results showed that when the face was inverted or facial feature information was weakened, both children with ASD and TD children would adjust their facial expression processing strategies accordingly, to increase the visual attention and information processing of their preferred areas. The fixation counts and fixation duration of TD children on the eyes area increased significantly, while the fixation duration of children with ASD on the mouth area increased significantly. The results of this study provided theoretical and practical support for facial expression intervention in children with ASD.
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Affiliation(s)
- Kun Zhang
- National Engineering Research Center for E-Learning, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China; (K.Z.); (Y.Y.); (Q.C.); (M.L.)
- National Engineering Laboratory for Educational Big Data, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China
| | - Yishuang Yuan
- National Engineering Research Center for E-Learning, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China; (K.Z.); (Y.Y.); (Q.C.); (M.L.)
- National Engineering Laboratory for Educational Big Data, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China
| | - Jingying Chen
- National Engineering Research Center for E-Learning, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China; (K.Z.); (Y.Y.); (Q.C.); (M.L.)
- National Engineering Laboratory for Educational Big Data, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China
- Correspondence:
| | - Guangshuai Wang
- School of Computer Science, Wuhan University, Wuhan 430072, China;
| | - Qian Chen
- National Engineering Research Center for E-Learning, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China; (K.Z.); (Y.Y.); (Q.C.); (M.L.)
- National Engineering Laboratory for Educational Big Data, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China
| | - Meijuan Luo
- National Engineering Research Center for E-Learning, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China; (K.Z.); (Y.Y.); (Q.C.); (M.L.)
- National Engineering Laboratory for Educational Big Data, Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China
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14
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Bagherzadeh-Azbari S, Lau GKB, Ouyang G, Zhou C, Hildebrandt A, Sommer W, Lui M. Multimodal Evidence of Atypical Processing of Eye Gaze and Facial Emotion in Children With Autistic Traits. Front Hum Neurosci 2022; 16:733852. [PMID: 35242018 PMCID: PMC8886727 DOI: 10.3389/fnhum.2022.733852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 01/06/2022] [Indexed: 12/02/2022] Open
Abstract
According to the shared signal hypothesis (SSH) the impact of facial expressions on emotion processing partially depends on whether the gaze is directed toward or away from the observer. In autism spectrum disorder (ASD) several aspects of face processing have been found to be atypical, including attention to eye gaze and the identification of emotional expressions. However, there is little research on how gaze direction affects emotional expression processing in typically developing (TD) individuals and in those with ASD. This question is investigated here in two multimodal experiments. Experiment 1 required processing eye gaze direction while faces differed in emotional expression. Forty-seven children (aged 9-12 years) participated. Their Autism Diagnostic Observation Schedule (ADOS) scores ranged from 0 to 6 in the experiment. Event-related potentials (ERPs) were sensitive to gaze direction and emotion, but emotion processing did not depend on gaze direction. However, for angry faces the gaze direction effect on the N170 amplitude, as typically observed in TD individuals, diminished with increasing ADOS score. For neutral expressions this correlation was not significant. Experiment 2 required explicit emotion classifications in a facial emotion composite task while eye gaze was manipulated incidentally. A group of 22 children with ASD was compared to a propensity score-matched group of TD children (mean age = 13 years). The same comparison was carried out for a subgroup of nine children with ASD who were less trained in social cognition, according to clinician's report. The ASD group performed overall worse in emotion recognition than the TD group, independently of emotion or gaze direction. However, for disgust expressions, eye tracking data revealed that TD children fixated relatively longer on the eyes of the stimulus face with a direct gaze as compared with averted gaze. In children with ASD we observed no such modulation of fixation behavior as a function of gaze direction. Overall, the present findings from ERPs and eye tracking confirm the hypothesis of an impaired sensitivity to gaze direction in children with ASD or elevated autistic traits, at least for specific emotions. Therefore, we conclude that multimodal investigations of the interaction between emotional processing and stimulus gaze direction are promising to understand the characteristics of individuals differing along the autism trait dimension.
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Affiliation(s)
| | - Gilbert Ka Bo Lau
- Center for Child Development, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
| | - Guang Ouyang
- Faculty of Education, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Changsong Zhou
- Department of Physics, Centre for Nonlinear Studies, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
- Beijing-Hong Kong-Singapore Joint Centre for Nonlinear and Complex Systems, Institute of Computational and Theoretical Studies, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
| | - Andrea Hildebrandt
- Department of Psychology and Research Center Neurosensory Science, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Werner Sommer
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Physics, Centre for Nonlinear Studies, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
- Department of Psychology, Zhejiang Normal University, Jinhua, China
| | - Ming Lui
- Center for Child Development, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
- Department of Education Studies, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
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15
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Kadlaskar G, Bergmann S, McNally Keehn R, Seidl A, Keehn B. Electrophysiological Measures of Tactile and Auditory Processing in Children With Autism Spectrum Disorder. Front Hum Neurosci 2022; 15:729270. [PMID: 35002650 PMCID: PMC8733620 DOI: 10.3389/fnhum.2021.729270] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 12/07/2021] [Indexed: 12/12/2022] Open
Abstract
Behavioral differences in responding to tactile and auditory stimuli are widely reported in individuals with autism spectrum disorder (ASD). However, the neural mechanisms underlying distinct tactile and auditory reactivity patterns in ASD remain unclear with theories implicating differences in both perceptual and attentional processes. The current study sought to investigate (1) the neural indices of early perceptual and later attentional factors underlying tactile and auditory processing in children with and without ASD, and (2) the relationship between neural indices of tactile and auditory processing and ASD symptomatology. Participants included 14, 6–12-year-olds with ASD and 14 age- and non-verbal IQ matched typically developing (TD) children. Children participated in an event-related potential (ERP) oddball paradigm during which they watched a silent video while being presented with tactile and auditory stimuli (i.e., 80% standard speech sound/a/; 10% oddball speech sound/i/; 10% novel vibrotactile stimuli on the fingertip with standard speech sound/a/). Children’s early and later ERP responses to tactile (P1 and N2) and auditory stimuli (P1, P3a, and P3b) were examined. Non-parametric analyses showed that children with ASD displayed differences in early perceptual processing of auditory (i.e., lower amplitudes at central region of interest), but not tactile, stimuli. Analysis of later attentional components did not show differences in response to tactile and auditory stimuli in the ASD and TD groups. Together, these results suggest that differences in auditory responsivity patterns could be related to perceptual factors in children with ASD. However, despite differences in caregiver-reported sensory measures, children with ASD did not differ in their neural reactivity to infrequent touch-speech stimuli compared to TD children. Nevertheless, correlational analyses confirmed that inter-individual differences in neural responsivity to tactile and auditory stimuli were related to social skills in all children. Finally, we discuss how the paradigm and stimulus type used in the current study may have impacted our results. These findings have implications for everyday life, where individual differences in responding to tactile and auditory stimuli may impact social functioning.
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Affiliation(s)
- Girija Kadlaskar
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, United States
| | - Sophia Bergmann
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, United States
| | - Rebecca McNally Keehn
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Amanda Seidl
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, United States
| | - Brandon Keehn
- Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, United States.,Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
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16
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Sahuquillo-Leal R, Navalón P, Moreno-Giménez A, Almansa B, Vento M, García-Blanco A. Attentional biases towards emotional scenes in autism spectrum condition: An eye-tracking study. RESEARCH IN DEVELOPMENTAL DISABILITIES 2022; 120:104124. [PMID: 34775276 DOI: 10.1016/j.ridd.2021.104124] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 10/08/2021] [Accepted: 10/27/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Different attentional processing of emotional information may underlie social impairments in Autism Spectrum Condition (ASC). It has been hypothesized that individuals with ASC show hypersensitivity to threat, which may be related to an avoidance behaviour. However, research on the attentional processing of emotional information in autism is inconclusive. AIM To examine the attentional processing biases of 27 children with ASC and 25 typically developed (TD) participants. METHODS AND PROCEDURES The initial orienting of attention, the attentional engagement, and the attentional maintenance to complex emotional scenes in competition (happy, neutral, threatening, sad) were assessed in a 20-second eye-tracking based free-viewing task. OUTCOMES AND RESULTS i) children with ASC showed an initial orienting bias towards threatening stimuli; ii) TD children demonstrated an attentional engagement and maintenance bias towards threat, while children with ASC did not; and iii) in children with ASC, attentional problems and somatic complaints were associated with higher initial orienting and with higher attentional maintenance towards threat, respectively. CONCLUSIONS AND IMPLICATIONS These results suggest that a perceived threat induces an early overwhelming response in autism, giving rise to an avoidance behaviour. The findings endorse affective information processing theories and shed light on the mechanisms underlying social disturbances in ASC.
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Affiliation(s)
- Rosa Sahuquillo-Leal
- Department of Personality, Evaluation, and Psychological Treatments, University of Valencia, Valencia, Spain
| | - Pablo Navalón
- La Fe University and Polytechnic Hospital, Department of Psychiatry, Valencia, Spain; Neonatal Research Group, La Fe Health Research Institute, Valencia, Spain
| | | | - Belén Almansa
- Neonatal Research Group, La Fe Health Research Institute, Valencia, Spain
| | - Máximo Vento
- Neonatal Research Group, La Fe Health Research Institute, Valencia, Spain; La Fe University and Polytechnic Hospital, Division of Neonatology, Valencia, Spain
| | - Ana García-Blanco
- Department of Personality, Evaluation, and Psychological Treatments, University of Valencia, Valencia, Spain; La Fe University and Polytechnic Hospital, Department of Psychiatry, Valencia, Spain; Neonatal Research Group, La Fe Health Research Institute, Valencia, Spain.
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17
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Wall NG, Smith O, Campbell LE, Loughland C, Wallis M, Henskens F, Schall U. E-technology social support programs for autistic children: Can they work? World J Psychiatry 2021; 11:1239-1246. [PMID: 35070773 PMCID: PMC8717037 DOI: 10.5498/wjp.v11.i12.1239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 08/04/2021] [Accepted: 11/01/2021] [Indexed: 02/06/2023] Open
Abstract
Autism is a neurodevelopmental condition with associated difficulties that present differently across individuals. One such difficulty is recognizing basic and complex facial expressions. Research has previously found that there are many evidence-based support programs available for building non-verbal communication skills. These programs are frequently administered with a therapist or in a group setting, making them inflexible in nature. Programs hosted on e-technology are becoming increasingly popular, with many parents supportive of them. Applications (apps) that are hosted on technology such as iPads or mobile phones allow users to engage in building skills in real-time social settings and own what they are learning. These technologies are frequently used by autistic children, with apps typically focusing on identifying facial features. Yet at this current time, there are mixed reviews of how to design such programs and what their theoretical backing is, with many studies using a mix of observation and psychological assessments as outcome measures. Eye-tracking and electroencephalography are established methodologies that measure neural processing and gaze behaviors while viewing faces. To better support the field moving forward, objective measures such as these are a way to measure outcomes of apps that are designed for helping children on the spectrum build skills in understanding facial expressions.
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Affiliation(s)
- Natalie G Wall
- Centre for Brain and Mental Health Research, The University of Newcastle, Callaghan 2308, NSW, Australia
- The Brain and Mental Health Research Program, Hunter Medical Research Institute, New Lambton Heights 2305, NSW, Australia
| | - Oliver Smith
- Centre for Brain and Mental Health Research, The University of Newcastle, Callaghan 2308, NSW, Australia
- The Brain and Mental Health Research Program, Hunter Medical Research Institute, New Lambton Heights 2305, NSW, Australia
| | - Linda E Campbell
- Centre for Brain and Mental Health Research, The University of Newcastle, Callaghan 2308, NSW, Australia
- The Brain and Mental Health Research Program, Hunter Medical Research Institute, New Lambton Heights 2305, NSW, Australia
- School of Psychology, The University of Newcastle, Callaghan 2308, NSW, Australia
| | - Carmel Loughland
- Centre for Brain and Mental Health Research, The University of Newcastle, Callaghan 2308, NSW, Australia
- The Brain and Mental Health Research Program, Hunter Medical Research Institute, New Lambton Heights 2305, NSW, Australia
| | - Mark Wallis
- Centre for Brain and Mental Health Research, The University of Newcastle, Callaghan 2308, NSW, Australia
- The Brain and Mental Health Research Program, Hunter Medical Research Institute, New Lambton Heights 2305, NSW, Australia
| | - Frans Henskens
- Centre for Brain and Mental Health Research, The University of Newcastle, Callaghan 2308, NSW, Australia
- The Brain and Mental Health Research Program, Hunter Medical Research Institute, New Lambton Heights 2305, NSW, Australia
| | - Ulrich Schall
- Centre for Brain and Mental Health Research, The University of Newcastle, Callaghan 2308, NSW, Australia
- The Brain and Mental Health Research Program, Hunter Medical Research Institute, New Lambton Heights 2305, NSW, Australia
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18
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Tenenbaum EJ, Major S, Carpenter KLH, Howard J, Murias M, Dawson G. Distance from Typical Scan Path When Viewing Complex Stimuli in Children with Autism Spectrum Disorder and its Association with Behavior. J Autism Dev Disord 2021; 51:3492-3505. [PMID: 33387244 PMCID: PMC9903808 DOI: 10.1007/s10803-020-04812-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/21/2020] [Indexed: 01/14/2023]
Abstract
Eye-tracking is often used to study attention in children with autism spectrum disorder (ASD). Previous research has identified multiple atypical patterns of attention in children with ASD based on areas-of-interest analysis. Fewer studies have investigated gaze path, a measure which is dependent on the dynamic content of the stimulus presented. Here, rather than looking at proportions of looking time to areas of interest, we calculated mean fixations frame-by-frame in a group of typically developing children (36 to 72 months) and determined the distance from those typical fixations for 155 children with ASD (27-95 months). Findings revealed that distance from the typical scan path among the children with ASD was associated with lower communication abilities and greater ASD symptomatology.
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Affiliation(s)
- Elena J Tenenbaum
- Duke Center for Autism and Brain Development, Duke University, Durham, NC, 27705, USA.
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, 27705, USA.
- Duke Institute for Brain Sciences, Duke University, Durham, NC, 27708, USA.
| | - Samantha Major
- Duke Center for Autism and Brain Development, Duke University, Durham, NC, 27705, USA
| | - Kimberly L H Carpenter
- Duke Center for Autism and Brain Development, Duke University, Durham, NC, 27705, USA
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, 27705, USA
- Duke Institute for Brain Sciences, Duke University, Durham, NC, 27708, USA
| | - Jill Howard
- Duke Center for Autism and Brain Development, Duke University, Durham, NC, 27705, USA
| | - Michael Murias
- Duke Center for Autism and Brain Development, Duke University, Durham, NC, 27705, USA
- Medical Social Sciences, Northwestern University, Chicago, IL, 60622, USA
| | - Geraldine Dawson
- Duke Center for Autism and Brain Development, Duke University, Durham, NC, 27705, USA
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, 27705, USA
- Duke Institute for Brain Sciences, Duke University, Durham, NC, 27708, USA
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19
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Cade A, Jones K, Holt K, Penkar AM, Haavik H. The Effects of Spinal Manipulation on Oculomotor Control in Children with Attention Deficit Hyperactivity Disorder: A Pilot and Feasibility Study. Brain Sci 2021; 11:brainsci11081047. [PMID: 34439666 PMCID: PMC8394036 DOI: 10.3390/brainsci11081047] [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: 06/15/2021] [Revised: 07/24/2021] [Accepted: 08/04/2021] [Indexed: 11/16/2022] Open
Abstract
Attention Deficit Hyperactivity Disorder (ADHD) is a prevalent, chronic neurodevelopmental disorder that affects oculomotor (eye movement) control. Dysfunctional oculomotor control may result in reading or educational difficulties. This randomized controlled crossover study sought to investigate the feasibility of a larger scale trial and effects of a single session of spinal manipulation on oculomotor control in children with ADHD. Thirty children participated in the study and were randomized into either control-first or spinal manipulation first groups. The results indicate that the trial was feasible. Secondary outcomes showed that there was a significant decrease in reading time after the spinal manipulation intervention compared to the control intervention. Future studies of the effects of spinal manipulation on oculomotor control in children with ADHD are suggested.
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Affiliation(s)
- Alice Cade
- Centre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand; (K.H.); (A.M.P.); (H.H.)
- Correspondence:
| | - Kelly Jones
- National Institute for Stroke and Applied Neurosciences, Auckland University of Technology, Auckland 1142, New Zealand;
| | - Kelly Holt
- Centre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand; (K.H.); (A.M.P.); (H.H.)
| | - Abdul Moiz Penkar
- Centre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand; (K.H.); (A.M.P.); (H.H.)
| | - Heidi Haavik
- Centre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand; (K.H.); (A.M.P.); (H.H.)
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20
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Schaller UM, Biscaldi M, Burkhardt A, Fleischhaker C, Herbert M, Isringhausen A, Tebartz van Elst L, Rauh R. ADOS-Eye-Tracking: The Archimedean Point of View and Its Absence in Autism Spectrum Conditions. Front Psychol 2021; 12:584537. [PMID: 33815191 PMCID: PMC8012688 DOI: 10.3389/fpsyg.2021.584537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 02/05/2021] [Indexed: 11/13/2022] Open
Abstract
Face perception and emotion categorization are widely investigated under laboratory conditions that are devoid of real social interaction. Using mobile eye-tracking glasses in a standardized diagnostic setting while applying the Autism Diagnostic Observation Schedule (ADOS-2), we had the opportunity to record gaze behavior of children and adolescents with and without Autism Spectrum Conditions (ASCs) during social interaction. The objective was to investigate differences in eye-gaze behavior between three groups of children and adolescents either (1) with ASC or (2) with unconfirmed diagnosis of ASC or (3) with neurotypical development (NTD) during social interaction with an adult interviewer in a diagnostic standard situation using the ADOS-2. In a case control study, we used mobile eye-tracking glasses in an ecologically valid and highly standardized diagnostic interview to investigate suspected cases of ASC. After completion of the ASC diagnostic gold standard including the ADOS-2, the participants were assigned to two groups based on their diagnosis (ASC vs. non-ASC) and compared with a matched group of neurotypically developed controls. The primary outcome measure is the percentage of total dwell times assessed for different areas of interest (AOI) with regard to the face and body of a diagnostic interviewer and the surrounding space. Overall, 65 children and adolescents within an age range of 8.3-17.9 years were included in the study. The data revealed significant group differences, especially in the central-face area. Previous investigations under laboratory conditions gave preferential attention to the eye region during face perception to describe differences between ASC and NTD. In this study - using an ecologically valid setting within a standard diagnostic procedure - the results indicate that neurotypically developed controls seem to process faces and facial expressions in a holistic manner originating from the central-face region. Conversely, participants on the Autism Spectrum (tAS) seem to avoid the central-face region and show unsystematic gaze behavior, not using the preferred landing position in the central-face region as the Archimedean point of face perception. This study uses a new approach, and it will be important to replicate these preliminary findings in future research.
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Affiliation(s)
- Ulrich Max Schaller
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Monica Biscaldi
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Anna Burkhardt
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Christian Fleischhaker
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Michael Herbert
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Anna Isringhausen
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Ludger Tebartz van Elst
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Reinhold Rauh
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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21
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Parker TC, Crowley MJ, Naples AJ, Rolison MJ, Wu J, Trapani JA, McPartland JC. The N170 event-related potential reflects delayed neural response to faces when visual attention is directed to the eyes in youths with ASD. Autism Res 2021; 14:1347-1356. [PMID: 33749161 DOI: 10.1002/aur.2505] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 03/10/2021] [Accepted: 03/11/2021] [Indexed: 11/10/2022]
Abstract
Atypical neural response to faces is thought to contribute to social deficits in autism spectrum disorder (ASD). Compared to typically developing (TD) controls, individuals with ASD exhibit delayed brain responses to upright faces at a face-sensitive event-related potential (ERP), the N170. Given observed differences in patterns of visual attention to faces, it is not known whether slowed neural processing may simply reflect atypical looking to faces. The present study manipulated visual attention to facial features to examine whether directed attention to the eyes normalizes N170 latency in ASD. ERPs were recorded in 30 children and adolescents with ASD as well as 26 TD children and adolescents. Results replicated prior findings of shorter N170 latency to the eye region of the face in TD individuals. In contrast, those with ASD did not demonstrate modulation of N170 latency by point of regard to the face. Group differences in latency were most pronounced when attention was directed to the eyes. Results suggest that well-replicated findings of N170 delays in ASD do not simply reflect atypical patterns of visual engagement with experimental stimuli. These findings add to a body of evidence indicating that N170 delays are a promising marker of atypical neural response to social information in ASD. LAY SUMMARY: This study looks at how children's and adolescents' brains respond when looking at different parts of a face. Typically developing children and adolescents processed eyes faster than other parts of the face, whereas this pattern was not seen in ASD. Children and adolescents with ASD processed eyes more slowly than typically developing children. These findings suggest that observed inefficiencies in face processing in ASD are not simply reflective of failure to attend to the eyes.
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Affiliation(s)
- Termara C Parker
- Child Study Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Michael J Crowley
- Child Study Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Adam J Naples
- Child Study Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Max J Rolison
- Child Study Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Jia Wu
- Child Study Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Julie A Trapani
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - James C McPartland
- Child Study Center, Yale School of Medicine, New Haven, Connecticut, USA
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22
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Van der Donck S, Vettori S, Dzhelyova M, Mahdi SS, Claes P, Steyaert J, Boets B. Investigating automatic emotion processing in boys with autism via eye tracking and facial mimicry recordings. Autism Res 2021; 14:1404-1420. [PMID: 33704930 DOI: 10.1002/aur.2490] [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: 09/24/2020] [Accepted: 02/08/2021] [Indexed: 11/08/2022]
Abstract
Difficulties in automatic emotion processing in individuals with autism spectrum disorder (ASD) might remain concealed in behavioral studies due to compensatory strategies. To gain more insight in the mechanisms underlying facial emotion recognition, we recorded eye tracking and facial mimicry data of 20 school-aged boys with ASD and 20 matched typically developing controls while performing an explicit emotion recognition task. Proportional looking times to specific face regions (eyes, nose, and mouth) and face exploration dynamics were analyzed. In addition, facial mimicry was assessed. Boys with ASD and controls were equally capable to recognize expressions and did not differ in proportional looking times, and number and duration of fixations. Yet, specific facial expressions elicited particular gaze patterns, especially within the control group. Both groups showed similar face scanning dynamics, although boys with ASD demonstrated smaller saccadic amplitudes. Regarding the facial mimicry, we found no emotion specific facial responses and no group differences in the responses to the displayed facial expressions. Our results indicate that boys with and without ASD employ similar eye gaze strategies to recognize facial expressions. Smaller saccadic amplitudes in boys with ASD might indicate a less exploratory face processing strategy. Yet, this slightly more persistent visual scanning behavior in boys with ASD does not imply less efficient emotion information processing, given the similar behavioral performance. Results on the facial mimicry data indicate similar facial responses to emotional faces in boys with and without ASD. LAY SUMMARY: We investigated (i) whether boys with and without autism apply different face exploration strategies when recognizing facial expressions and (ii) whether they mimic the displayed facial expression to a similar extent. We found that boys with and without ASD recognize facial expressions equally well, and that both groups show similar facial reactions to the displayed facial emotions. Yet, boys with ASD visually explored the faces slightly less than the boys without ASD.
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Affiliation(s)
- Stephanie Van der Donck
- Center for Developmental Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium.,Leuven Autism Research (LAuRes), KU Leuven, Leuven, Belgium
| | - Sofie Vettori
- Center for Developmental Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium.,Leuven Autism Research (LAuRes), KU Leuven, Leuven, Belgium
| | - Milena Dzhelyova
- Institute of Research in Psychological Sciences, Institute of Neuroscience, Université de Louvain, Louvain-La-Neuve, Belgium
| | - Soha Sadat Mahdi
- Medical Imaging Research Center, MIRC, Leuven, Belgium.,Department of Electrical Engineering (ESAT/PSI), KU Leuven, Leuven, Belgium
| | - Peter Claes
- Medical Imaging Research Center, MIRC, Leuven, Belgium.,Department of Electrical Engineering (ESAT/PSI), KU Leuven, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Jean Steyaert
- Center for Developmental Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium.,Leuven Autism Research (LAuRes), KU Leuven, Leuven, Belgium
| | - Bart Boets
- Center for Developmental Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium.,Leuven Autism Research (LAuRes), KU Leuven, Leuven, Belgium
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23
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Mouga S, Castelhano J, Café C, Sousa D, Duque F, Oliveira G, Castelo-Branco M. Social Attention Deficits in Children With Autism Spectrum Disorder: Task Dependence of Objects vs. Faces Observation Bias. Front Psychiatry 2021; 12:640599. [PMID: 33828495 PMCID: PMC8019800 DOI: 10.3389/fpsyt.2021.640599] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 02/02/2021] [Indexed: 11/13/2022] Open
Abstract
Social attention deficits represent a central impairment of patients suffering from autism spectrum disorder (ASD), but the nature of such deficits remains controversial. We compared visual attention regarding social (faces) vs. non-social stimuli (objects), in an ecological diagnostic context, in 46 children and adolescents divided in two groups: ASD (N = 23) and typical neurodevelopment (TD) (N = 23), matched for chronological age and intellectual performance. Eye-tracking measures of visual scanning, while exploring and describing scenes from three different tasks from the Autism Diagnostic Observation Schedule (ADOS), were analyzed: "Description of a Picture," "Cartoons," and "Telling a Story from a Book." Our analyses revealed a three-way interaction between Group, Task, and Social vs. Object Stimuli. We found a striking main effect of group and a task dependence of attentional allocation: while the TD attended first and longer to faces, ASD participants became similar to TD when they were asked to look at pictures while telling a story. Our results suggest that social attention allocation is task dependent, raising the question whether spontaneous attention deficits can be rescued by guiding goal-directed actions.
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Affiliation(s)
- Susana Mouga
- CIBIT - Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal.,ICNAS - Institute of Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal.,CNC.IBILI - Institute for Biomedical Imaging and Life Sciences, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Neurodevelopmental and Autism Unit From Child Developmental Centre, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - João Castelhano
- CIBIT - Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal.,ICNAS - Institute of Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal
| | - Cátia Café
- Neurodevelopmental and Autism Unit From Child Developmental Centre, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Daniela Sousa
- CIBIT - Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal.,ICNAS - Institute of Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal.,Neurodevelopmental and Autism Unit From Child Developmental Centre, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Frederico Duque
- CIBIT - Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal.,CNC.IBILI - Institute for Biomedical Imaging and Life Sciences, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Neurodevelopmental and Autism Unit From Child Developmental Centre, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Centro de Investigação e Formação Clínica, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,University Clinic of Pediatrics, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Guiomar Oliveira
- CIBIT - Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal.,CNC.IBILI - Institute for Biomedical Imaging and Life Sciences, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Neurodevelopmental and Autism Unit From Child Developmental Centre, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Centro de Investigação e Formação Clínica, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,University Clinic of Pediatrics, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Miguel Castelo-Branco
- CIBIT - Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal.,ICNAS - Institute of Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra, Coimbra, Portugal
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24
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Tan G, Xu K, Liu J, Liu H. A Trend on Autism Spectrum Disorder Research: Eye Tracking-EEG Correlative Analytics. IEEE Trans Cogn Dev Syst 2021. [DOI: 10.1109/tcds.2021.3102646] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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25
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Samaey C, Van der Donck S, van Winkel R, Boets B. Facial Expression Processing Across the Autism-Psychosis Spectra: A Review of Neural Findings and Associations With Adverse Childhood Events. Front Psychiatry 2020; 11:592937. [PMID: 33281648 PMCID: PMC7691238 DOI: 10.3389/fpsyt.2020.592937] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Accepted: 10/09/2020] [Indexed: 11/13/2022] Open
Abstract
Autism spectrum disorder (ASD) and primary psychosis are classified as distinct neurodevelopmental disorders, yet they display overlapping epidemiological, environmental, and genetic components as well as endophenotypic similarities. For instance, both disorders are characterized by impairments in facial expression processing, a crucial skill for effective social communication, and both disorders display an increased prevalence of adverse childhood events (ACE). This narrative review provides a brief summary of findings from neuroimaging studies investigating facial expression processing in ASD and primary psychosis with a focus on the commonalities and differences between these disorders. Individuals with ASD and primary psychosis activate the same brain regions as healthy controls during facial expression processing, albeit to a different extent. Overall, both groups display altered activation in the fusiform gyrus and amygdala as well as altered connectivity among the broader face processing network, probably indicating reduced facial expression processing abilities. Furthermore, delayed or reduced N170 responses have been reported in ASD and primary psychosis, but the significance of these findings is questioned, and alternative frequency-tagging electroencephalography (EEG) measures are currently explored to capture facial expression processing impairments more selectively. Face perception is an innate process, but it is also guided by visual learning and social experiences. Extreme environmental factors, such as adverse childhood events, can disrupt normative development and alter facial expression processing. ACE are hypothesized to induce altered neural facial expression processing, in particular a hyperactive amygdala response toward negative expressions. Future studies should account for the comorbidity among ASD, primary psychosis, and ACE when assessing facial expression processing in these clinical groups, as it may explain some of the inconsistencies and confound reported in the field.
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Affiliation(s)
- Celine Samaey
- Department of Neurosciences, Center for Clinical Psychiatry, KU Leuven, Leuven, Belgium
| | - Stephanie Van der Donck
- Department of Neurosciences, Center for Developmental Psychiatry, KU Leuven, Leuven, Belgium
- Leuven Autism Research (LAuRes), KU Leuven, Leuven, Belgium
| | - Ruud van Winkel
- Department of Neurosciences, Center for Clinical Psychiatry, KU Leuven, Leuven, Belgium
- University Psychiatric Center (UPC), KU Leuven, Leuven, Belgium
| | - Bart Boets
- Department of Neurosciences, Center for Developmental Psychiatry, KU Leuven, Leuven, Belgium
- Leuven Autism Research (LAuRes), KU Leuven, Leuven, Belgium
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26
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Schindler S, Bublatzky F. Attention and emotion: An integrative review of emotional face processing as a function of attention. Cortex 2020; 130:362-386. [DOI: 10.1016/j.cortex.2020.06.010] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 05/28/2020] [Accepted: 06/29/2020] [Indexed: 11/25/2022]
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Valiyamattam GJ, Katti H, Chaganti VK, O’Haire ME, Sachdeva V. Do Animals Engage Greater Social Attention in Autism? An Eye Tracking Analysis. Front Psychol 2020; 11:727. [PMID: 32612549 PMCID: PMC7309441 DOI: 10.3389/fpsyg.2020.00727] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 03/25/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Visual atypicalities in autism spectrum disorder (ASD) are a well documented phenomenon, beginning as early as 2-6 months of age and manifesting in a significantly decreased attention to the eyes, direct gaze and socially salient information. Early emerging neurobiological deficits in perceiving social stimuli as rewarding or its active avoidance due to the anxiety it entails have been widely purported as potential reasons for this atypicality. Parallel research evidence also points to the significant benefits of animal presence for reducing social anxiety and enhancing social interaction in children with autism. While atypicality in social attention in ASD has been widely substantiated, whether this atypicality persists equally across species types or is confined to humans has not been a key focus of research insofar. METHODS We attempted a comprehensive examination of the differences in visual attention to static images of human and animal faces (40 images; 20 human faces and 20 animal faces) among children with ASD using an eye tracking paradigm. 44 children (ASD n = 21; TD n = 23) participated in the study (10,362 valid observations) across five regions of interest (left eye, right eye, eye region, face and screen). RESULTS Results obtained revealed significantly greater social attention across human and animal stimuli in typical controls when compared to children with ASD. However in children with ASD, a significantly greater attention allocation was seen to animal faces and eye region and lesser attention to the animal mouth when compared to human faces, indicative of a clear attentional preference to socially salient regions of animal stimuli. The positive attentional bias toward animals was also seen in terms of a significantly greater visual attention to direct gaze in animal images. CONCLUSION Our results suggest the possibility that atypicalities in social attention in ASD may not be uniform across species. It adds to the current neural and biomarker evidence base of the potentially greater social reward processing and lesser social anxiety underlying animal stimuli as compared to human stimuli in children with ASD.
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Affiliation(s)
| | - Harish Katti
- Centre for Neuroscience, Indian Institute of Science, Bengaluru, India
| | | | - Marguerite E. O’Haire
- Department of Comparative Pathobiology, Purdue University College of Veterinary Medicine, West Lafayette, IN, United States
| | - Virender Sachdeva
- Child Sight Institute, Nimmagadda Prasad Children’s Eye Care Centre, L V Prasad Eye Institute, GMRV Campus, Visakhapatnam, India
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Reisinger DL, Shaffer RC, Horn PS, Hong MP, Pedapati EV, Dominick KC, Erickson CA. Atypical Social Attention and Emotional Face Processing in Autism Spectrum Disorder: Insights From Face Scanning and Pupillometry. Front Integr Neurosci 2020; 13:76. [PMID: 32116580 PMCID: PMC7026501 DOI: 10.3389/fnint.2019.00076] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 12/18/2019] [Indexed: 11/13/2022] Open
Abstract
Social attention deficits are a hallmark characteristic within autism spectrum disorder (ASD) and have been hypothesized to have cascading effects on emotion recognition. Eye-tracking methodology has emerged as a potentially reliable, feasible, and sensitive biomarker for examining core phenotypic features of ASD; however, these findings are mixed with regards to measuring treatment change in clinical trials. The present study aimed to assess the utility of an eye-tracking paradigm to discriminate between clinical groups in social attention and emotion recognition through face scanning and pupillometry. The present study also assessed the reliability of this paradigm within the ASD sample to further our understanding of the utility of eye-tracking for future clinical trials. Participants included 42 individuals with ASD, 29 developmental disability (DD) controls, and 62 typically developing (TD) controls between 3 and 25 years of age. An emotional faces eye-tracking paradigm was administered to all participants, with the ASD group completing the paradigm a second time approximately 2 months later. Participants' average proportion of looking and number of fixations to specific areas of interest (AOI) were examined along with changes in pupil reactivity while viewing different emotional faces. Results suggest atypical face-scanning through a reduced proportion of looking and the number of fixations toward the eyes in the ASD group regardless of the emotion that was presented. Further, pupillometry measures were able to detect increases in pupil dilation to happy faces in the ASD group. Lastly, test-retest reliability coefficients varied between the poor and excellent range based on the mechanism assessed, with the proportion of looking demonstrating the highest reliability coefficients. These findings build on the promise of eye-tracking as a feasible and reliable biomarker for identifying social attention and emotion recognition deficits in ASD. Detecting differences in emotion recognition explicitly through facial scanning was not as clear. Specific mechanisms within the eye-tracking paradigm may be viable options for assessing treatment-specific outcomes.
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Affiliation(s)
- Debra L. Reisinger
- Division of Developmental and Behavioral Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Rebecca C. Shaffer
- Division of Developmental and Behavioral Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Paul S. Horn
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Division of Neurology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Michael P. Hong
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Ernest V. Pedapati
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Division of Child and Adolescent Psychiatry, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Kelli C. Dominick
- Division of Child and Adolescent Psychiatry, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Craig A. Erickson
- Division of Child and Adolescent Psychiatry, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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29
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Autistic Traits Do Not Affect Emotional Face Processing in a General Population Sample. J Autism Dev Disord 2020; 50:2673-2684. [PMID: 31965443 DOI: 10.1007/s10803-020-04375-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
It has been suggested that atypical emotional face processing strategies observed in autism may extend in milder form to the general population. We investigated the relationship between autistic traits (AT) and gaze behaviour in a neurotypical adult sample. Novel naturalistic videos featuring happy, fearful and neutral faces were first validated in a sample of 22 participants. A separate sample of participants (N = 67) then viewed the three videos in counterbalanced order. Eye-tracking data showed that participants looked longer at emotional than neutral faces, and exploration of facial features varied with emotional condition. AT did not influence viewing patterns, time to first fixation or number of early fixations. We conclude that AT in the general population do not affect visual processing of emotional faces.
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Schauder KB, Park WJ, Tsank Y, Eckstein MP, Tadin D, Bennetto L. Initial eye gaze to faces and its functional consequence on face identification abilities in autism spectrum disorder. J Neurodev Disord 2019; 11:42. [PMID: 31883518 PMCID: PMC6935487 DOI: 10.1186/s11689-019-9303-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 12/16/2019] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) is a neurodevelopmental disorder defined and diagnosed by core deficits in social communication and the presence of restricted and repetitive behaviors. Research on face processing suggests deficits in this domain in ASD but includes many mixed findings regarding the nature and extent of these differences. The first eye movement to a face has been shown to be highly informative and sufficient to achieve high performance in face identification in neurotypical adults. The current study focused on this critical moment shown to be essential in the process of face identification. METHODS We applied an established eye-tracking and face identification paradigm to comprehensively characterize the initial eye movement to a face and test its functional consequence on face identification performance in adolescents with and without ASD (n = 21 per group), and in neurotypical adults. Specifically, we presented a series of faces and measured the landing location of the first saccade to each face, while simultaneously measuring their face identification abilities. Then, individuals were guided to look at specific locations on the face, and we measured how face identification performance varied as a function of that location. Adolescent participants also completed a more traditional measure of face identification which allowed us to more fully characterize face identification abilities in ASD. RESULTS Our results indicate that the location of the initial look to faces and face identification performance for briefly presented faces are intact in ASD, ruling out the possibility that deficits in face perception, at least in adolescents with ASD, begin with the initial eye movement to the face. However, individuals with ASD showed impairments on the more traditional measure of face identification. CONCLUSION Together, the observed dissociation between initial, rapid face perception processes, and other measures of face perception offers new insights and hypotheses related to the timing and perceptual complexity of face processing and how these specific aspects of face identification may be disrupted in ASD.
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Affiliation(s)
- Kimberly B. Schauder
- Department of Psychology, University of Rochester, Meliora Hall, P.O Box 270266, Rochester, NY 14627 USA
- Center for Visual Science, University of Rochester, Rochester, USA
- Children’s National Medical Center, Center for Autism Spectrum Disorders, 15245 Shady Grove Road Suite 350, Rockville, MD 20850 USA
| | - Woon Ju Park
- Department of Psychology, University of Washington, Guthrie Hall Box 351525, Seattle, WA 98195 USA
| | - Yuliy Tsank
- Department of Psychological and Brain Sciences, University of California Santa Barbara, Santa Barbara, CA 93106-9660 USA
| | - Miguel P. Eckstein
- Department of Psychological and Brain Sciences, University of California Santa Barbara, Santa Barbara, CA 93106-9660 USA
| | - Duje Tadin
- Center for Visual Science, University of Rochester, Rochester, USA
- Department of Brain and Cognitive Sciences, University of Rochester, 310 Meliora Hall, P.O Box 270268, Rochester, NY 14627-0268 USA
- Departments of Ophthalmology and Neuroscience, University of Rochester School of Medicine, Rochester, USA
| | - Loisa Bennetto
- Department of Psychology, University of Rochester, Meliora Hall, P.O Box 270266, Rochester, NY 14627 USA
- Department of Brain and Cognitive Sciences, University of Rochester, 310 Meliora Hall, P.O Box 270268, Rochester, NY 14627-0268 USA
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31
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Leung RC, Pang EW, Brian JA, Taylor MJ. Happy and Angry Faces Elicit Atypical Neural Activation in Children With Autism Spectrum Disorder. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2019; 4:1021-1030. [PMID: 31171500 DOI: 10.1016/j.bpsc.2019.03.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 03/29/2019] [Accepted: 03/29/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by significant impairments in social interactions and communication. The ability to accurately perceive and interpret emotional faces is critical to successful social interactions. However, few studies have investigated the spatiotemporal profile of the neural mechanisms underlying emotional face processing in ASD, particularly in children. The current study fills this important gap. METHODS Participants were 55 children: 28 children with ASD (mean age = 9.5 ± 1.3 years) and 27 control children (mean age = 8.5 ± 1.3 years). All children completed an implicit emotional face task while magnetoencephalography was recorded. We examined spatiotemporal differences between the groups in neural activation during implicit processing of emotional faces. RESULTS Within-group analyses demonstrated greater right middle temporal (300-375 ms) and superior temporal (300-400 ms) activation to angry faces than to happy faces in control children, while children with ASD showed greater activation from 250 to 500 ms to happy faces than to angry faces across frontal and temporal regions. Between-group analyses demonstrated that children with ASD showed similar patterns of late (425-500 ms) posterior cingulate and thalamic underactivity to both angry and happy faces relative to control children, suggesting general atypical processing of emotional information. CONCLUSIONS Atypical posterior cingulate cortex and thalamus recruitment in children with ASD to emotional faces suggests poor modulation of toggling between the default mode network and task-based processing. Increased neural activity to happy faces compared with angry faces in children with ASD suggests reduced salience or immature response to anger, which in turn could contribute to deficits in social cognition in ASD.
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Affiliation(s)
- Rachel C Leung
- Department of Diagnostic Imaging, Hospital for Sick Children, Toronto, Ontario, Canada; Department of Psychology, University of Toronto, Toronto, Ontario, Canada.
| | - Elizabeth W Pang
- Division of Neurology, Hospital for Sick Children, Toronto, Ontario, Canada; Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Jessica A Brian
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada; Autism Research Centre, Bloorview Research Institute, Holland Bloorview Rehabilitation Hospital, Toronto, Ontario, Canada
| | - Margot J Taylor
- Department of Diagnostic Imaging, Hospital for Sick Children, Toronto, Ontario, Canada; Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada; Department of Psychology, University of Toronto, Toronto, Ontario, Canada; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
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32
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Ness SL, Bangerter A, Manyakov NV, Lewin D, Boice M, Skalkin A, Jagannatha S, Chatterjee M, Dawson G, Goodwin MS, Hendren R, Leventhal B, Shic F, Frazier JA, Janvier Y, King BH, Miller JS, Smith CJ, Tobe RH, Pandina G. An Observational Study With the Janssen Autism Knowledge Engine (JAKE ®) in Individuals With Autism Spectrum Disorder. Front Neurosci 2019; 13:111. [PMID: 30872988 PMCID: PMC6402449 DOI: 10.3389/fnins.2019.00111] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 01/30/2019] [Indexed: 11/13/2022] Open
Abstract
Objective: The Janssen Autism Knowledge Engine (JAKE®) is a clinical research outcomes assessment system developed to more sensitively measure treatment outcomes and identify subpopulations in autism spectrum disorder (ASD). Here we describe JAKE and present results from its digital phenotyping (My JAKE) and biosensor (JAKE Sense) components. Methods: An observational, non-interventional, prospective study of JAKE in children and adults with ASD was conducted at nine sites in the United States. Feedback on JAKE usability was obtained from caregivers. JAKE Sense included electroencephalography, eye tracking, electrocardiography, electrodermal activity, facial affect analysis, and actigraphy. Caregivers of individuals with ASD reported behaviors using My JAKE. Results from My JAKE and JAKE Sense were compared to traditional ASD symptom measures. Results: Individuals with ASD (N = 144) and a cohort of typically developing (TD) individuals (N = 41) participated in JAKE Sense. Most caregivers reported that overall use and utility of My JAKE was "easy" (69%, 74/108) or "very easy" (74%, 80/108). My JAKE could detect differences in ASD symptoms as measured by traditional methods. The majority of biosensors included in JAKE Sense captured sizable amounts of quality data (i.e., 93-100% of eye tracker, facial affect analysis, and electrocardiogram data was of good quality), demonstrated differences between TD and ASD individuals, and correlated with ASD symptom scales. No significant safety events were reported. Conclusions: My JAKE was viewed as easy or very easy to use by caregivers participating in research outside of a clinical study. My JAKE sensitively measured a broad range of ASD symptoms. JAKE Sense biosensors were well-tolerated. JAKE functioned well when used at clinical sites previously inexperienced with some of the technologies. Lessons from the study will optimize JAKE for use in clinical trials to assess ASD interventions. Additionally, because biosensors were able to detect features differentiating TD and ASD individuals, and also were correlated with standardized symptom scales, these measures could be explored as potential biomarkers for ASD and as endpoints in future clinical studies. Clinical Trial Registration: https://clinicaltrials.gov/ct2/show/NCT02668991 identifier: NCT02668991.
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Affiliation(s)
- Seth L. Ness
- Neuroscience Therapeutic Area, Janssen Research & Development, Titusville, FL, United States
| | - Abigail Bangerter
- Neuroscience Therapeutic Area, Janssen Research & Development, Titusville, FL, United States
| | - Nikolay V. Manyakov
- Computational Biology, Discovery Sciences, Janssen Research & Development, Beerse, Belgium
| | - David Lewin
- Statistically Speaking Consulting, LLC, Chicago, IL, United States
| | - Matthew Boice
- Neuroscience Therapeutic Area, Janssen Research & Development, Titusville, FL, United States
| | - Andrew Skalkin
- Informatics, Janssen Research & Development, Spring House, PA, United States
| | - Shyla Jagannatha
- Statistical Decision Sciences, Janssen Research & Development, Titusville, NJ, United States
| | - Meenakshi Chatterjee
- Computational Biology, Discovery Sciences, Janssen Research & Development, Spring House, PA, United States
| | - Geraldine Dawson
- Departments of Psychiatry and Behavioral Sciences, Duke Center for Autism and Brain Development, Duke University School of Medicine, Durham, NC, United States
| | - Matthew S. Goodwin
- Department of Health Sciences, Northeastern University, Boston, MA, United States
| | - Robert Hendren
- Department of Psychiatry, School of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Bennett Leventhal
- Department of Psychiatry, School of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Frederick Shic
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, WA, United States
- Department of Pediatrics, University of Washington, Seattle, WA, United States
| | - Jean A. Frazier
- Eunice Kennedy Shriver Center and Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA, United States
| | - Yvette Janvier
- Department of Developmental-Behavioral Pediatrics, Children's Specialized Hospital, Toms River, NJ, United States
| | - Bryan H. King
- Department of Psychiatry, School of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Judith S. Miller
- Center for Autism Research, Perelman School of Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, United States
| | | | - Russell H. Tobe
- Department of Outpatient Research, Nathan Kline Institute for Psychiatric Research, Orangeburg, NY, United States
| | - Gahan Pandina
- Neuroscience Therapeutic Area, Janssen Research & Development, Pennington, NJ, United States
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Deutsch SI, Raffaele CT. Understanding facial expressivity in autism spectrum disorder: An inside out review of the biological basis and clinical implications. Prog Neuropsychopharmacol Biol Psychiatry 2019; 88:401-417. [PMID: 29777730 DOI: 10.1016/j.pnpbp.2018.05.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 05/11/2018] [Accepted: 05/15/2018] [Indexed: 12/28/2022]
Abstract
Deficits in decoding and understanding facially expressed emotions occur commonly in persons with autism spectrum disorder (ASD), which contribute to the impairment of social communication that serves as one of its core diagnostic criteria. Research suggests that abnormalities of visual scanning of the face, activation of key nodes within the "social brain" by facially expressed emotions, functional connectivity within and between nodes of the "social brain", and transduction of specific neurotransmitter/neuromodulatory signals contribute to the pathogenesis of these deficits in at least some persons with ASD. Importantly, the etiologies of these deficits are heterogeneous and include genetic, immunologic, and inflammatory mechanisms, as well as in utero exposures to drugs and toxins. The manifestation and severity of these deficits can also be influenced by developmental age, IQ and genetic background. Consistent with the goals of the Special Issue, the current Review is intended to familiarize the readership with several of the leading neurobiological mechanisms proposed to underlie these deficits in decoding facially expressed emotions and stimulate interest in translational preclinical and clinical investigations, whose ultimate purpose is to attenuate their severity and, thereby, improve functional outcomes of persons with ASD.
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Affiliation(s)
- Stephen I Deutsch
- Department of Psychiatry and Behavioral Sciences, Eastern Virginia Medical School, Norfolk, VA, United States.
| | - C Teal Raffaele
- Department of Psychiatry and Behavioral Sciences, Eastern Virginia Medical School, Norfolk, VA, United States
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34
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Dijkhuis R, Gurbuz E, Ziermans T, Staal W, Swaab H. Social Attention and Emotional Responsiveness in Young Adults With Autism. Front Psychiatry 2019; 10:426. [PMID: 31275179 PMCID: PMC6593106 DOI: 10.3389/fpsyt.2019.00426] [Citation(s) in RCA: 8] [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: 12/18/2018] [Accepted: 05/29/2019] [Indexed: 12/16/2022] Open
Abstract
Children with autism spectrum disorder (ASD) are generally characterized by marked impairments in processing of social emotional information, but less is known about emotion processing in adults with the disorder. This study aimed to address this by collecting data on social attention (eye tracking), emotional arousal (skin conductance level, SCL), and emotional awareness (self-report) in a paradigm with social emotional video clips. Fifty-two young, intelligent adults with ASD (IQrange = 88-130, Agerange = 18-24) and 31 typically developing (TD) ASD (IQrange = 94-139, Agerange = 19-28) gender matched controls participated and reported on severity of autism symptoms [Social Responsiveness Scale for Adults (SRS-A)]. Results showed no group difference in social attention, while autism symptom severity was related to decreased attention to faces across participants (r = -.32). Average SCL was lower in the ASD group, but no group difference in arousal reactivity (change from baseline to emotional phases) was detected. Lower SCL during video clips was related to autism symptom severity across participants (r = -.29). ASD individuals reported lower emotional awareness. We conclude that, even though no deviations in social attention or emotional reactivity were found in ASD, an overall lower level of social attention and arousal may help explain difficulties in social functioning in ASD.
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Affiliation(s)
- Renee Dijkhuis
- Department of Clinical Child and Adolescent Studies, Neuropedagogics and Developmental Disorders, Leiden University, Leiden, Netherlands.,Leiden Institute for Brain and Cognition, Leiden, Netherlands
| | - Emine Gurbuz
- Department of Clinical Child and Adolescent Studies, Neuropedagogics and Developmental Disorders, Leiden University, Leiden, Netherlands
| | - Tim Ziermans
- Department of Clinical Child and Adolescent Studies, Neuropedagogics and Developmental Disorders, Leiden University, Leiden, Netherlands
| | - Wouter Staal
- Department of Clinical Child and Adolescent Studies, Neuropedagogics and Developmental Disorders, Leiden University, Leiden, Netherlands.,Karakter Child and Adolescent Psychiatry University Center, Nijmegen, Netherlands.,Department of Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands
| | - Hanna Swaab
- Department of Clinical Child and Adolescent Studies, Neuropedagogics and Developmental Disorders, Leiden University, Leiden, Netherlands.,Leiden Institute for Brain and Cognition, Leiden, Netherlands
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35
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Poulin-Dubois D, Hastings PD, Chiarella SS, Geangu E, Hauf P, Ruel A, Johnson A. The eyes know it: Toddlers' visual scanning of sad faces is predicted by their theory of mind skills. PLoS One 2018; 13:e0208524. [PMID: 30521593 PMCID: PMC6283596 DOI: 10.1371/journal.pone.0208524] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 11/19/2018] [Indexed: 11/19/2022] Open
Abstract
The current research explored toddlers' gaze fixation during a scene showing a person expressing sadness after a ball is stolen from her. The relation between the duration of gaze fixation on different parts of the person's sad face (e.g., eyes, mouth) and theory of mind skills was examined. Eye tracking data indicated that before the actor experienced the negative event, toddlers divided their fixation equally between the actor's happy face and other distracting objects, but looked longer at the face after the ball was stolen and she expressed sadness. The strongest predictor of increased focus on the sad face versus other elements of the scene was toddlers' ability to predict others' emotional reactions when outcomes fulfilled (happiness) or failed to fulfill (sadness) desires, whereas toddlers' visual perspective-taking skills predicted their more specific focusing on the actor's eyes and, for boys only, mouth. Furthermore, gender differences emerged in toddlers' fixation on parts of the scene. Taken together, these findings suggest that top-down processes are involved in the scanning of emotional facial expressions in toddlers.
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Affiliation(s)
| | - Paul D. Hastings
- Department of Psychology, University of California Davis, Davis, California, United States of America
| | | | - Elena Geangu
- Department of Psychology, University of York, York, United Kingdom
| | - Petra Hauf
- Department of Psychology, St. Francis Xavier University, Antigonish, Nova Scotia, Canada
| | - Alexa Ruel
- Department of Psychology, Concordia University, Montréal, Québec, Canada
| | - Aaron Johnson
- Department of Psychology, Concordia University, Montréal, Québec, Canada
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Bours CCAH, Bakker-Huvenaars MJ, Tramper J, Bielczyk N, Scheepers F, Nijhof KS, Baanders AN, Lambregts-Rommelse NNJ, Medendorp P, Glennon JC, Buitelaar JK. Emotional face recognition in male adolescents with autism spectrum disorder or disruptive behavior disorder: an eye-tracking study. Eur Child Adolesc Psychiatry 2018; 27:1143-1157. [PMID: 29922873 PMCID: PMC6133091 DOI: 10.1007/s00787-018-1174-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 05/22/2018] [Indexed: 01/10/2023]
Abstract
Autism Spectrum Disorder (ASD), Oppositional Defiant Disorder (ODD), and Conduct Disorder (CD) are often associated with emotion recognition difficulties. This is the first eye-tracking study to examine emotional face recognition (i.e., gazing behavior) in a direct comparison of male adolescents with Autism Spectrum Disorder or Oppositional Defiant Disorder/Conduct Disorder, and typically developing (TD) individuals. We also investigate the role of psychopathic traits, callous-unemotional (CU) traits, and subtypes of aggressive behavior in emotional face recognition. A total of 122 male adolescents (N = 50 ASD, N = 44 ODD/CD, and N = 28 TD) aged 12-19 years (M = 15.4 years, SD= 1.9) were included in the current study for the eye-tracking experiment. Participants were presented with neutral and emotional faces using a Tobii 1750 eye-tracking monitor to record gaze behavior. Our main dependent eye-tracking variables were: (1) fixation duration to the eyes of a face and (2) time to the first fixation to the eyes. Since distributions of eye-tracking variables were not completely Gaussian, non-parametric tests were chosen to investigate gaze behavior across the diagnostic groups with Autism Spectrum Disorder, Oppositional Defiant Disorder/Conduct Disorder, and Typically Developing individuals. Furthermore, we used Spearman correlations to investigate the links with psychopathy, callous, and unemotional traits and subtypes of aggression as assessed by questionnaires. The relative total fixation duration to the eyes was decreased in both the Autism Spectrum Disorder group and the Oppositional Defiant Disorder/Conduct Disorder group for several emotional expressions. In both the Autism Spectrum Disorder and the Oppositional Defiant Disorder/Conduct Disorder group, increased time to first fixation on the eyes of fearful faces only was nominally significant. The time to first fixation on the eyes was nominally correlated with psychopathic traits and proactive aggression. The current findings do not support strong claims for differential cross-disorder eye-gazing deficits and for a role of shared underlying psychopathic traits, callous-unemotional traits, and aggression subtypes. Our data provide valuable and novel insights into gaze timing distributions when looking at the eyes of a fearful face.
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Affiliation(s)
- C C A H Bours
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Centre, Nijmegen, The Netherlands.
| | - M J Bakker-Huvenaars
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - J Tramper
- Centre for Cognition, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
| | - N Bielczyk
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - F Scheepers
- Brain Center Rudolf Magnus, UMC Utrecht, Utrecht, The Netherlands
| | - K S Nijhof
- Pluryn, Hoenderloo, The Netherlands
- Department of Developmental Psychology, Radboud University, Nijmegen, The Netherlands
| | - A N Baanders
- Stichting Otto Gerhard Heldring, Zetten, The Netherlands
| | - N N J Lambregts-Rommelse
- Karakter Child and Adolescent Psychiatry University Centre Nijmegen, Nijmegen, The Netherlands
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - P Medendorp
- Centre for Cognition, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
| | - J C Glennon
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - J K Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Centre, Nijmegen, The Netherlands
- Karakter Child and Adolescent Psychiatry University Centre Nijmegen, Nijmegen, The Netherlands
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Bosl WJ, Tager-Flusberg H, Nelson CA. EEG Analytics for Early Detection of Autism Spectrum Disorder: A data-driven approach. Sci Rep 2018; 8:6828. [PMID: 29717196 PMCID: PMC5931530 DOI: 10.1038/s41598-018-24318-x] [Citation(s) in RCA: 140] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 03/28/2018] [Indexed: 11/09/2022] Open
Abstract
Autism spectrum disorder (ASD) is a complex and heterogeneous disorder, diagnosed on the basis of behavioral symptoms during the second year of life or later. Finding scalable biomarkers for early detection is challenging because of the variability in presentation of the disorder and the need for simple measurements that could be implemented routinely during well-baby checkups. EEG is a relatively easy-to-use, low cost brain measurement tool that is being increasingly explored as a potential clinical tool for monitoring atypical brain development. EEG measurements were collected from 99 infants with an older sibling diagnosed with ASD, and 89 low risk controls, beginning at 3 months of age and continuing until 36 months of age. Nonlinear features were computed from EEG signals and used as input to statistical learning methods. Prediction of the clinical diagnostic outcome of ASD or not ASD was highly accurate when using EEG measurements from as early as 3 months of age. Specificity, sensitivity and PPV were high, exceeding 95% at some ages. Prediction of ADOS calibrated severity scores for all infants in the study using only EEG data taken as early as 3 months of age was strongly correlated with the actual measured scores. This suggests that useful digital biomarkers might be extracted from EEG measurements.
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Affiliation(s)
- William J Bosl
- Boston Children's Hospital, Boston, USA.
- Harvard Medical School, Boston, USA.
- University of San Francisco, San Francisco, USA.
| | | | - Charles A Nelson
- Boston Children's Hospital, Boston, USA
- Harvard Medical School, Boston, USA
- Harvard Graduate School of Education, Cambridge, USA
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38
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John KK, Jensen JD, King AJ, Pokharel M, Grossman D. Emerging applications of eye-tracking technology in dermatology. J Dermatol Sci 2018; 91:S0923-1811(18)30156-7. [PMID: 29655589 PMCID: PMC6173990 DOI: 10.1016/j.jdermsci.2018.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 04/01/2018] [Accepted: 04/03/2018] [Indexed: 10/17/2022]
Abstract
Eye-tracking technology has been used within a multitude of disciplines to provide data linking eye movements to visual processing of various stimuli (i.e., x-rays, situational positioning, printed information, and warnings). Despite the benefits provided by eye-tracking in allowing for the identification and quantification of visual attention, the discipline of dermatology has yet to see broad application of the technology. Notwithstanding dermatologists' heavy reliance upon visual patterns and cues to discriminate between benign and atypical nevi, literature that applies eye-tracking to the study of dermatology is sparse; and literature specific to patient-initiated behaviors, such as skin self-examination (SSE), is largely non-existent. The current article provides a review of eye-tracking research in various medical fields, culminating in a discussion of current applications and advantages of eye-tracking for dermatology research.
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Affiliation(s)
- Kevin K John
- School of Communication, Brigham Young University, United States.
| | - Jakob D Jensen
- Department of Communication, University of Utah, United States; Cancer Control & Population Science Program, Huntsman Cancer Institute, United States
| | - Andy J King
- Department of Public Relations, Texas Tech University, United States
| | | | - Douglas Grossman
- Departments of Dermatology and Oncological Sciences, University of Utah, United States; Huntsman Cancer Institute, University of Utah, United States
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Ghanouni P, Zwicker JG. Electrophysiological Responses to Emotional Facial Expressions in Individuals with Autism Spectrum Disorder: a Systematic Review. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2018. [DOI: 10.1007/s40489-018-0134-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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40
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Leung RC, Pang EW, Anagnostou E, Taylor MJ. Young Adults with Autism Spectrum Disorder Show Early Atypical Neural Activity during Emotional Face Processing. Front Hum Neurosci 2018. [PMID: 29520224 PMCID: PMC5826960 DOI: 10.3389/fnhum.2018.00057] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Social cognition is impaired in autism spectrum disorder (ASD). The ability to perceive and interpret affect is integral to successful social functioning and has an extended developmental course. However, the neural mechanisms underlying emotional face processing in ASD are unclear. Using magnetoencephalography (MEG), the present study explored neural activation during implicit emotional face processing in young adults with and without ASD. Twenty-six young adults with ASD and 26 healthy controls were recruited. Participants indicated the location of a scrambled pattern (target) that was presented alongside a happy or angry face. Emotion-related activation sources for each emotion were estimated using the Empirical Bayes Beamformer (pcorr ≤ 0.001) in Statistical Parametric Mapping 12 (SPM12). Emotional faces elicited elevated fusiform, amygdala and anterior insula and reduced anterior cingulate cortex (ACC) activity in adults with ASD relative to controls. Within group comparisons revealed that angry vs. happy faces elicited distinct neural activity in typically developing adults; there was no distinction in young adults with ASD. Our data suggest difficulties in affect processing in ASD reflect atypical recruitment of traditional emotional processing areas. These early differences may contribute to difficulties in deriving social reward from faces, ascribing salience to faces, and an immature threat processing system, which collectively could result in deficits in emotional face processing.
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Affiliation(s)
- Rachel C Leung
- Diagnostic Imaging, Hospital for Sick Children, Toronto, ON, Canada.,Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, ON, Canada.,Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Elizabeth W Pang
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, ON, Canada.,Division of Neurology, Hospital for Sick Children, Toronto, ON, Canada.,Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Evdokia Anagnostou
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, ON, Canada.,Department of Paediatrics, University of Toronto, Toronto, ON, Canada.,Bloorview Research Institute, Holland-Bloorview Kids Rehabilitation Hospital, Toronto, ON, Canada
| | - Margot J Taylor
- Diagnostic Imaging, Hospital for Sick Children, Toronto, ON, Canada.,Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, ON, Canada.,Department of Psychology, University of Toronto, Toronto, ON, Canada.,Department of Paediatrics, University of Toronto, Toronto, ON, Canada
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41
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Samad MD, Diawara N, Bobzien JL, Harrington JW, Witherow MA, Iftekharuddin KM. A Feasibility Study of Autism Behavioral Markers in Spontaneous Facial, Visual, and Hand Movement Response Data. IEEE Trans Neural Syst Rehabil Eng 2018; 26:353-361. [PMID: 29432106 DOI: 10.1109/tnsre.2017.2768482] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disability with atypical traits in behavioral and physiological responses. These atypical traits in individuals with ASD may be too subtle and subjective to measure visually using tedious methods of scoring. Alternatively, the use of intrusive sensors in the measurement of psychophysical responses in individuals with ASD may likely cause inhibition and bias. This paper proposes a novel experimental protocol for non-intrusive sensing and analysis of facial expression, visual scanning, and eye-hand coordination to investigate behavioral markers for ASD. An institutional review board approved pilot study is conducted to collect the response data from two groups of subjects (ASD and control) while they engage in the tasks of visualization, recognition, and manipulation. For the first time in the ASD literature, the facial action coding system is used to classify spontaneous facial responses. Statistical analyses reveal significantly (p <0.01) higher prevalence of smile expression for the group with ASD with the eye-gaze significantly averted (p<0.05) from viewing the face in the visual stimuli. This uncontrolled manifestation of smile without proper visual engagement suggests impairment in reciprocal social communication, e.g., social smile. The group with ASD also reveals poor correlation in eye-gaze and hand movement data suggesting deficits in motor coordination while performing a dynamic manipulation task. The simultaneous sensing and analysis of multimodal response data may provide useful quantitative insights into ASD to facilitate early detection of symptoms for effective intervention planning.
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Abstract
The Developmental Emotional Faces Stimulus Set (DEFSS) is designed to provide a standardized set of emotional stimuli that includes both child and adult faces and that has been validated by participants across a wide range of ages. This article describes the creation and validation of the DEFSS, which includes 404 validated facial photographs of people between 8 and 30 years old displaying five different emotional expressions: happy, angry, fearful, sad, and neutral. The emotions in all photographs were identified correctly by 86 % of the raters (minimum 55 %), and validity did not vary as a function of the age group of the model or of the raters, indicating that the pictures are equally appropriate for use across the entire age range. Strengths and limitations of the DEFSS are discussed.
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43
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Social Attention, Joint Attention and Sustained Attention in Autism Spectrum Disorder and Williams Syndrome: Convergences and Divergences. J Autism Dev Disord 2018; 47:1866-1877. [PMID: 28349363 DOI: 10.1007/s10803-017-3106-4] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
There is limited knowledge on shared and syndrome-specific attentional profiles in autism spectrum disorder (ASD) and Williams syndrome (WS). Using eye-tracking, we examined attentional profiles of 35 preschoolers with ASD, 22 preschoolers with WS and 20 typically developing children across social and non-social dimensions of attention. Children with ASD and those with WS presented with overlapping deficits in spontaneous visual engagement with the target of others' attention and in sustained attention. Children with ASD showed syndrome-specific abnormalities in monitoring and following a person's referential gaze, as well as a lack of preferential attention to social stimuli. Children with ASD and WS present with shared as well as syndrome-specific abnormalities across social and non-social dimensions of attention.
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44
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Cygan HB, Okuniewska H, Jednoróg K, Marchewka A, Wypych M, Nowicka A. Face processing in a case of high functioning autism with developmental prosopagnosia. Acta Neurobiol Exp (Wars) 2018. [DOI: 10.21307/ane-2018-011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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45
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An Ecological Visual Exploration Tool to Support the Analysis of Visual Processing Pathways in Children with Autism Spectrum Disorders. J Imaging 2017. [DOI: 10.3390/jimaging4010009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
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46
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Lee CSC, Lam SHF, Tsang STK, Yuen CMC, Ng CKM. The Effectiveness of Technology-Based Intervention in Improving Emotion Recognition Through Facial Expression in People with Autism Spectrum Disorder: a Systematic Review. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2017. [DOI: 10.1007/s40489-017-0125-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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47
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Murias M, Major S, Davlantis K, Franz L, Harris A, Rardin B, Sabatos-DeVito M, Dawson G. Validation of eye-tracking measures of social attention as a potential biomarker for autism clinical trials. Autism Res 2017; 11:166-174. [PMID: 29193826 DOI: 10.1002/aur.1894] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 09/28/2017] [Accepted: 11/06/2017] [Indexed: 12/17/2022]
Abstract
Social communication impairments are a core feature of autism spectrum disorder (ASD), and this class of symptoms is a target for treatments for the disorder. Measures of social attention, assessed via eye-gaze tracking (EGT), have been proposed as an early efficacy biomarker for clinical trials targeting social communication skills. EGT measures have been shown to differentiate children with ASD from typical children; however, there is less known about their relationships with social communication outcome measures that are typically used in ASD clinical trials. In the present study, an EGT task involving viewing a videotape of an actor making bids for a child's attention was evaluated in 25 children with ASD aged 24-72 months. Children's attention to the actor during the dyadic bid condition measured via EGT was found to be strongly associated with five well-validated caregiver-reported outcome measures that are commonly used to assess social communication in clinical trials. These results highlight the convergent validity of EGT measures of social attention in relation to caregiver-reported clinical measures. EGT holds promise as a non-invasive, quantitative, and objective biomarker that is associated with social communication abilities in children with ASD. Autism Res 2018, 11: 166-174. © 2017 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY Eye-gaze tracking (EGT), an automated tool that tracks eye-gaze patterns, might help measure outcomes in clinical trials investigating interventions to treat autism spectrum disorders. In this study, an EGT task was evaluated in children with ASD, who watched a video with an actor talking directly to them. Patterns of eye-gaze were associated with caregiver-reported measures of social communication that are used in clinical trials. We show EGT may be a promising objective tool measuring outcomes.
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Affiliation(s)
- Michael Murias
- Duke Institute for Brain Sciences, 308 Research Drive, Duke University, Durham, NC, 27710.,Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC
| | - Samantha Major
- Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC.,Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, 27701
| | - Katherine Davlantis
- Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC.,Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, 27701
| | - Lauren Franz
- Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC.,Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, 27701
| | - Adrianne Harris
- Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC
| | - Benjamin Rardin
- Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC.,Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, 27701
| | - Maura Sabatos-DeVito
- Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC.,Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, 27701
| | - Geraldine Dawson
- Duke Institute for Brain Sciences, 308 Research Drive, Duke University, Durham, NC, 27710.,Duke Center for Autism and Brain Development, 2608 Erwin Road, Suite 300, Duke University, Durham, NC.,Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, 27701
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48
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Burt A, Hugrass L, Frith-Belvedere T, Crewther D. Insensitivity to Fearful Emotion for Early ERP Components in High Autistic Tendency Is Associated with Lower Magnocellular Efficiency. Front Hum Neurosci 2017; 11:495. [PMID: 29075185 PMCID: PMC5643484 DOI: 10.3389/fnhum.2017.00495] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 09/26/2017] [Indexed: 01/12/2023] Open
Abstract
Low spatial frequency (LSF) visual information is extracted rapidly from fearful faces, suggesting magnocellular involvement. Autistic phenotypes demonstrate altered magnocellular processing, which we propose contributes to a decreased P100 evoked response to LSF fearful faces. Here, we investigated whether rapid processing of fearful facial expressions differs for groups of neurotypical adults with low and high scores on the Autistic Spectrum Quotient (AQ). We created hybrid face stimuli with low and high spatial frequency filtered, fearful, and neutral expressions. Fearful faces produced higher amplitude P100 responses than neutral faces in the low AQ group, particularly when the hybrid face contained a LSF fearful expression. By contrast, there was no effect of fearful expression on P100 amplitude in the high AQ group. Consistent with evidence linking magnocellular differences with autistic personality traits, our non-linear VEP results showed that the high AQ group had higher amplitude K2.1 responses than the low AQ group, which is indicative of less efficient magnocellular recovery. Our results suggest that magnocellular LSF processing of a human face may be the initial visual cue used to rapidly and automatically detect fear, but that this cue functions atypically in those with high autistic tendency.
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Affiliation(s)
- Adelaide Burt
- Centre for Human Psychopharmacology, Faculty of Health, Arts and Design, Swinburne University of Technology, Melbourne, VIC, Australia
| | - Laila Hugrass
- Centre for Human Psychopharmacology, Faculty of Health, Arts and Design, Swinburne University of Technology, Melbourne, VIC, Australia
| | - Tash Frith-Belvedere
- Centre for Human Psychopharmacology, Faculty of Health, Arts and Design, Swinburne University of Technology, Melbourne, VIC, Australia
| | - David Crewther
- Centre for Human Psychopharmacology, Faculty of Health, Arts and Design, Swinburne University of Technology, Melbourne, VIC, Australia
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49
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Ness SL, Manyakov NV, Bangerter A, Lewin D, Jagannatha S, Boice M, Skalkin A, Dawson G, Janvier YM, Goodwin MS, Hendren R, Leventhal B, Shic F, Cioccia W, Pandina G. JAKE® Multimodal Data Capture System: Insights from an Observational Study of Autism Spectrum Disorder. Front Neurosci 2017; 11:517. [PMID: 29018317 PMCID: PMC5623040 DOI: 10.3389/fnins.2017.00517] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 09/01/2017] [Indexed: 12/19/2022] Open
Abstract
Objective: To test usability and optimize the Janssen Autism Knowledge Engine (JAKE®) system's components, biosensors, and procedures used for objective measurement of core and associated symptoms of autism spectrum disorder (ASD) in clinical trials. Methods: A prospective, observational study of 29 children and adolescents with ASD using the JAKE system was conducted at three sites in the United States. This study was designed to establish the feasibility of the JAKE system and to learn practical aspects of its implementation. In addition to information collected by web and mobile components, wearable biosensor data were collected both continuously in natural settings and periodically during a battery of experimental tasks administered in laboratory settings. This study is registered at clinicaltrials.gov, NCT02299700. Results: Feedback collected throughout the study allowed future refinements to be planned for all components of the system. The Autism Behavior Inventory (ABI), a parent-reported measure of ASD core and associated symptoms, performed well. Among biosensors studied, the eye-tracker, sleep monitor, and electrocardiogram were shown to capture high quality data, whereas wireless electroencephalography was difficult to use due to its form factor. On an exit survey, the majority of parents rated their overall reaction to JAKE as positive/very positive. No significant device-related events were reported in the study. Conclusion: The results of this study, with the described changes, demonstrate that the JAKE system is a viable, useful, and safe platform for use in clinical trials of ASD, justifying larger validation and deployment studies of the optimized system.
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Affiliation(s)
- Seth L Ness
- Neuroscience Therapeutic Area, Janssen Research and Development, Titusville, NJ, United States
| | - Nikolay V Manyakov
- Computational Biology, Discovery Sciences, Janssen Research and Development, Beerse, Belgium
| | - Abigail Bangerter
- Neuroscience Therapeutic Area, Janssen Research and Development, Titusville, NJ, United States
| | - David Lewin
- Clinical Biostatistics, Janssen Research and Development, Titusville, NJ, United States
| | - Shyla Jagannatha
- Statistical Decision Sciences, Janssen Research and Development, Titusville, NJ, United States
| | - Matthew Boice
- Neuroscience Therapeutic Area, Janssen Research and Development, Titusville, NJ, United States
| | - Andrew Skalkin
- Informatics, Janssen Research and Development, Spring House, PA, United States
| | - Geraldine Dawson
- Departments of Psychiatry and Behavioral Sciences, Duke Center for Autism and Brain Development, Duke University School of Medicine, Durham, NC, United States
| | - Yvette M Janvier
- Department of Psychiatry, Children's Specialized Hospital, Toms River, NJ, United States
| | - Matthew S Goodwin
- Department of Health Sciences, Northeastern University, Boston, MA, United States
| | - Robert Hendren
- Department of Psychiatry, School of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Bennett Leventhal
- Department of Psychiatry, School of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Frederick Shic
- Department of Pediatrics, Center for Child Health, Behavior and Development, Seattle Children's Research Institute, University of Washington, Seattle, WA, United States
| | - Walter Cioccia
- Global Digital Health, Janssen Research and Development, Raritan, NJ, United States
| | - Gahan Pandina
- Global Digital Health, Janssen Research and Development, Raritan, NJ, United States
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50
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Paula CAR, Reategui C, Costa BKDS, da Fonseca CQ, da Silva L, Morya E, Brasil FL. High-Frequency EEG Variations in Children with Autism Spectrum Disorder during Human Faces Visualization. BIOMED RESEARCH INTERNATIONAL 2017; 2017:3591914. [PMID: 29018811 PMCID: PMC5606140 DOI: 10.1155/2017/3591914] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 06/27/2017] [Accepted: 07/27/2017] [Indexed: 12/13/2022]
Abstract
Autism spectrum disorder (ASD) is a neuropsychiatric disorder characterized by the impairment in the social reciprocity, interaction/language, and behavior, with stereotypes and signs of sensory function deficits. Electroencephalography (EEG) is a well-established and noninvasive tool for neurophysiological characterization and monitoring of the brain electrical activity, able to identify abnormalities related to frequency range, connectivity, and lateralization of brain functions. This research aims to evidence quantitative differences in the frequency spectrum pattern between EEG signals of children with and without ASD during visualization of human faces in three different expressions: neutral, happy, and angry. Quantitative clinical evaluations, neuropsychological evaluation, and EEG of children with and without ASD were analyzed paired by age and gender. The results showed stronger activation in higher frequencies (above 30 Hz) in frontal, central, parietal, and occipital regions in the ASD group. This pattern of activation may correlate with developmental characteristics in the children with ASD.
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Affiliation(s)
- Celina A. Reis Paula
- Edmond and Lily Safra International Institute of Neuroscience, Santos Dumont Institute, Rod. RN 160, Km 03, No. 3003, 59280-000 Macaiba, RN, Brazil
- Anita Garibaldi Center for Education and Research in Health, Santos Dumont Institute, Rod. RN 160, Km 02, No. 2010, 59280-970 Macaiba, RN, Brazil
| | - Camille Reategui
- Edmond and Lily Safra International Institute of Neuroscience, Santos Dumont Institute, Rod. RN 160, Km 03, No. 3003, 59280-000 Macaiba, RN, Brazil
| | - Bruna Karen de Sousa Costa
- Electrical Engineering Department, Federal University of Campina Grande (UFCG), 882 Aprígio Veloso St, 58429-900 Campina Grande, PB, Brazil
| | - Caio Queiroz da Fonseca
- Electrical Engineering Department, Federal University of Campina Grande (UFCG), 882 Aprígio Veloso St, 58429-900 Campina Grande, PB, Brazil
| | - Luana da Silva
- Electrical Engineering Department, Federal University of Santa Maria (UFSM), 1000 Roraima Av., 97105-900 Santa Maria, RS, Brazil
| | - Edgard Morya
- Edmond and Lily Safra International Institute of Neuroscience, Santos Dumont Institute, Rod. RN 160, Km 03, No. 3003, 59280-000 Macaiba, RN, Brazil
| | - Fabricio Lima Brasil
- Edmond and Lily Safra International Institute of Neuroscience, Santos Dumont Institute, Rod. RN 160, Km 03, No. 3003, 59280-000 Macaiba, RN, Brazil
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