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Sacrey LAR, Zwaigenbaum L, Brian JA, Smith IM, Armstrong V, Vaillancourt T, Schmidt LA. Behavioral and physiological differences during an emotion-evoking task in children at increased likelihood for autism spectrum disorder. Dev Psychopathol 2024; 36:404-414. [PMID: 36573373 DOI: 10.1017/s0954579422001286] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Literature examining emotional regulation in infants with autism spectrum disorder (ASD) has focused on parent report. We examined behavioral and physiological responses during an emotion-evoking task designed to elicit emotional states in infants. Infants at an increased likelihood for ASD (IL; have an older sibling with ASD; 96 not classified; 29 classified with ASD at age two) and low likelihood (LL; no family history of ASD; n = 61) completed the task at 6, 12, and 18 months. The main findings were (1) the IL-ASD group displayed higher levels of negative affect during toy removal and negative tasks compared to the IL non-ASD and LL groups, respectively, (2) the IL-ASD group spent more time looking at the baseline task compared to the other two groups, and (3) the IL-ASD group showed a greater increase in heart rate from baseline during the toy removal and negative tasks compared to the LL group. These results suggest that IL children who are classified as ASD at 24 months show differences in affect, gaze, and heart rate during an emotion-evoking task, with potential implications for understanding mechanisms related to emerging ASD.
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Affiliation(s)
- Lori-Ann R Sacrey
- Department of Pediatrics, University of Alberta/Autism Research Centre, Glenrose Rehabilitation Hospital, Edmonton, Alberta, Canada
| | - Lonnie Zwaigenbaum
- Department of Pediatrics, University of Alberta/Autism Research Centre, Glenrose Rehabilitation Hospital, Edmonton, Alberta, Canada
| | - Jessica A Brian
- Bloorview Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Isabel M Smith
- Department of Pediatrics, Dalhousie University, Halifax, Nova Scotia, Canada
- Autism Research Centre, IWK Health Centre, Halifax, Nova Scotia, Canada
| | - Vickie Armstrong
- Department of Pediatrics, Dalhousie University, Halifax, Nova Scotia, Canada
- Autism Research Centre, IWK Health Centre, Halifax, Nova Scotia, Canada
| | - Tracy Vaillancourt
- Department of Education and Psychology, University of Ottawa, Ottawa, Ontario, Canada
| | - Louis A Schmidt
- Department of Psychology, McMaster University, Hamilton, Ontario, Canada
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2
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Geangu E, Smith WAP, Mason HT, Martinez-Cedillo AP, Hunter D, Knight MI, Liang H, del Carmen Garcia de Soria Bazan M, Tse ZTH, Rowland T, Corpuz D, Hunter J, Singh N, Vuong QC, Abdelgayed MRS, Mullineaux DR, Smith S, Muller BR. EgoActive: Integrated Wireless Wearable Sensors for Capturing Infant Egocentric Auditory-Visual Statistics and Autonomic Nervous System Function 'in the Wild'. SENSORS (BASEL, SWITZERLAND) 2023; 23:7930. [PMID: 37765987 PMCID: PMC10534696 DOI: 10.3390/s23187930] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/25/2023] [Accepted: 09/11/2023] [Indexed: 09/29/2023]
Abstract
There have been sustained efforts toward using naturalistic methods in developmental science to measure infant behaviors in the real world from an egocentric perspective because statistical regularities in the environment can shape and be shaped by the developing infant. However, there is no user-friendly and unobtrusive technology to densely and reliably sample life in the wild. To address this gap, we present the design, implementation and validation of the EgoActive platform, which addresses limitations of existing wearable technologies for developmental research. EgoActive records the active infants' egocentric perspective of the world via a miniature wireless head-mounted camera concurrently with their physiological responses to this input via a lightweight, wireless ECG/acceleration sensor. We also provide software tools to facilitate data analyses. Our validation studies showed that the cameras and body sensors performed well. Families also reported that the platform was comfortable, easy to use and operate, and did not interfere with daily activities. The synchronized multimodal data from the EgoActive platform can help tease apart complex processes that are important for child development to further our understanding of areas ranging from executive function to emotion processing and social learning.
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Affiliation(s)
- Elena Geangu
- Psychology Department, University of York, York YO10 5DD, UK; (A.P.M.-C.); (M.d.C.G.d.S.B.)
| | - William A. P. Smith
- Department of Computer Science, University of York, York YO10 5DD, UK; (W.A.P.S.); (J.H.); (M.R.S.A.); (B.R.M.)
| | - Harry T. Mason
- School of Physics, Engineering and Technology, University of York, York YO10 5DD, UK; (H.T.M.); (D.H.); (N.S.); (S.S.)
| | | | - David Hunter
- School of Physics, Engineering and Technology, University of York, York YO10 5DD, UK; (H.T.M.); (D.H.); (N.S.); (S.S.)
| | - Marina I. Knight
- Department of Mathematics, University of York, York YO10 5DD, UK; (M.I.K.); (D.R.M.)
| | - Haipeng Liang
- School of Engineering and Materials Science, Queen Mary University of London, London E1 2AT, UK; (H.L.); (Z.T.H.T.)
| | | | - Zion Tsz Ho Tse
- School of Engineering and Materials Science, Queen Mary University of London, London E1 2AT, UK; (H.L.); (Z.T.H.T.)
| | - Thomas Rowland
- Protolabs, Halesfield 8, Telford TF7 4QN, UK; (T.R.); (D.C.)
| | - Dom Corpuz
- Protolabs, Halesfield 8, Telford TF7 4QN, UK; (T.R.); (D.C.)
| | - Josh Hunter
- Department of Computer Science, University of York, York YO10 5DD, UK; (W.A.P.S.); (J.H.); (M.R.S.A.); (B.R.M.)
| | - Nishant Singh
- School of Physics, Engineering and Technology, University of York, York YO10 5DD, UK; (H.T.M.); (D.H.); (N.S.); (S.S.)
| | - Quoc C. Vuong
- Biosciences Institute, Newcastle University, Newcastle upon Tyne NE1 7RU, UK;
| | - Mona Ragab Sayed Abdelgayed
- Department of Computer Science, University of York, York YO10 5DD, UK; (W.A.P.S.); (J.H.); (M.R.S.A.); (B.R.M.)
| | - David R. Mullineaux
- Department of Mathematics, University of York, York YO10 5DD, UK; (M.I.K.); (D.R.M.)
| | - Stephen Smith
- School of Physics, Engineering and Technology, University of York, York YO10 5DD, UK; (H.T.M.); (D.H.); (N.S.); (S.S.)
| | - Bruce R. Muller
- Department of Computer Science, University of York, York YO10 5DD, UK; (W.A.P.S.); (J.H.); (M.R.S.A.); (B.R.M.)
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3
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Xie J, Wang L, Webster P, Yao Y, Sun J, Wang S, Zhou H. Identifying Visual Attention Features Accurately Discerning Between Autism and Typically Developing: a Deep Learning Framework. Interdiscip Sci 2022; 14:639-651. [PMID: 35415827 DOI: 10.1007/s12539-022-00510-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 03/10/2022] [Accepted: 03/15/2022] [Indexed: 06/14/2023]
Abstract
Atypical visual attention is a hallmark of autism spectrum disorder (ASD). Identifying the attention features accurately discerning between people with ASD and typically developing (TD) at the individual level remains a challenge. In this study, we developed a new systematic framework combining high accuracy deep learning classification, deep learning segmentation, image ablation and a direct measurement of classification ability to identify the discriminative features for autism identification. Our two-stream model achieved the state-of-the-art performance with a classification accuracy of 0.95. Using this framework, two new categories of features, Food & drink and Outdoor-objects, were identified as discriminative attention features, in addition to the previously reported features including Center-object and Human-faces, etc. Altered attention to the new categories helps to understand related atypical behaviors in ASD. Importantly, the area under curve (AUC) based on the combined top-9 features identified in this study was 0.92, allowing an accurate classification at the individual level. We also obtained a small but informative dataset of 12 images with an AUC of 0.86, suggesting a potentially efficient approach for the clinical diagnosis of ASD. Together, our deep learning framework based on VGG-16 provides a novel and powerful tool to recognize and understand abnormal visual attention in ASD, which will, in turn, facilitate the identification of biomarkers for ASD.
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Affiliation(s)
- Jin Xie
- The Brain Cognition and Brain Disease Institute, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Longfei Wang
- The Brain Cognition and Brain Disease Institute, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China
| | - Paula Webster
- Department of Chemical and Biomedical Engineering and Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, 26506, USA
| | - Yang Yao
- The Brain Cognition and Brain Disease Institute, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China
| | - Jiayao Sun
- The Brain Cognition and Brain Disease Institute, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Shuo Wang
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, 63130, USA.
| | - Huihui Zhou
- The Brain Cognition and Brain Disease Institute, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China.
- The Research Center for Artificial Intelligence, Peng Cheng Laboratory, No. 2 Xingke First Street, Nanshan District, Shenzhen, 518000, China.
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4
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Riddiford JA, Enticott PG, Lavale A, Gurvich C. Gaze and social functioning associations in autism spectrum disorder: A systematic review and meta-analysis. Autism Res 2022; 15:1380-1446. [PMID: 35593039 PMCID: PMC9543973 DOI: 10.1002/aur.2729] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 03/08/2022] [Accepted: 03/28/2022] [Indexed: 12/11/2022]
Abstract
Autism spectrum disorder (ASD) is characterized by significant social functioning impairments, including (but not limited to) emotion recognition, mentalizing, and joint attention. Despite extensive investigation into the correlates of social functioning in ASD, only recently has there been focus on the role of low‐level sensory input, particularly visual processing. Extensive gaze deficits have been described in ASD, from basic saccadic function through to social attention and the processing of complex biological motion. Given that social functioning often relies on accurately processing visual information, inefficient visual processing may contribute to the emergence and sustainment of social functioning difficulties in ASD. To explore the association between measures of gaze and social functioning in ASD, a systematic review and meta‐analysis was conducted. A total of 95 studies were identified from a search of CINAHL Plus, Embase, OVID Medline, and psycINFO databases in July 2021. Findings support associations between increased gaze to the face/head and eye regions with improved social functioning and reduced autism symptom severity. However, gaze allocation to the mouth appears dependent on social and emotional content of scenes and the cognitive profile of participants. This review supports the investigation of gaze variables as potential biomarkers of ASD, although future longitudinal studies are required to investigate the developmental progression of this relationship and to explore the influence of heterogeneity in ASD clinical characteristics.
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Affiliation(s)
- Jacqueline A Riddiford
- Department of Psychiatry, Central Clinical School, Monash University, Melbourne, Victoria
| | - Peter G Enticott
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, Australia
| | - Alex Lavale
- Department of Psychiatry, Central Clinical School, Monash University, Melbourne, Victoria
| | - Caroline Gurvich
- Department of Psychiatry, Central Clinical School, Monash University, Melbourne, Victoria
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Vacas J, Antolí A, Sánchez-Raya A, Pérez-Dueñas C, Cuadrado F. Visual preference for social vs. non-social images in young children with autism spectrum disorders. An eye tracking study. PLoS One 2021; 16:e0252795. [PMID: 34086803 PMCID: PMC8177541 DOI: 10.1371/journal.pone.0252795] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 05/24/2021] [Indexed: 01/21/2023] Open
Abstract
Autism Spectrum Disorders (ASD) are associated to social attention (SA) impairments. A gaze bias to non-social objects over faces has been proposed as an early marker of ASD. This bias may be related to the concomitant circumscribed interests (CI), which question the role of competing objects in this atypical visual behavior. The aim of this study was to compare visual attention patterns to social and non-social images in young children with ASD and matched typical controls (N = 36; age range 41-73 months) assessing the role of emotion in facial stimuli and the type of competing object. A paired preference task was designed pairing happy, angry, and neutral faces with two types of objects (related or not related to autism CI). Eye tracking data were collected, and three indexes were considered as dependent variables: prioritization (attentional orientation), preference, and duration (sustained attention). Results showed that both groups had similar visual pattern to faces (prioritization, more attention and longer visits to faces paired with objects non-related to their CI); however, the ASD group attended to faces significantly less than controls. Children with ASD showed an emotional bias (late orientation to angry faces and typical preference for happy faces). Finally, objects related to their CI captured attention in both groups, significantly reducing SA in children with ASD. Atypical SA is present in young children with ASD regardless the competing non-social object. Identifying strengths and difficulties in SA in this population may have substantial repercussion for early diagnosis, intervention, and ultimately prognosis.
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Affiliation(s)
- Julia Vacas
- Department of Psychology, University of Cordoba, Cordoba, Andalusia, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Andalusia, Spain
- Reina Sofía University Hospital of Cordoba, Cordoba, Andalusia, Spain
| | - Adoración Antolí
- Department of Psychology, University of Cordoba, Cordoba, Andalusia, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Andalusia, Spain
- Reina Sofía University Hospital of Cordoba, Cordoba, Andalusia, Spain
- Early Childhood Care Centre, University of Cordoba, Cordoba, Andalusia, Spain
| | - Araceli Sánchez-Raya
- Department of Psychology, University of Cordoba, Cordoba, Andalusia, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Andalusia, Spain
- Reina Sofía University Hospital of Cordoba, Cordoba, Andalusia, Spain
- Early Childhood Care Centre, University of Cordoba, Cordoba, Andalusia, Spain
| | - Carolina Pérez-Dueñas
- Department of Psychology, University of Cordoba, Cordoba, Andalusia, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Andalusia, Spain
- Reina Sofía University Hospital of Cordoba, Cordoba, Andalusia, Spain
| | - Fátima Cuadrado
- Department of Psychology, University of Cordoba, Cordoba, Andalusia, Spain
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Cordoba, Andalusia, Spain
- Reina Sofía University Hospital of Cordoba, Cordoba, Andalusia, Spain
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6
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Eye Tracking Methodology for Studying Emotional Competence in Children with Autism Spectrum Disorder (ASD) and Specific Language Impairment (SLI): a Comparative Research Review. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2021. [DOI: 10.1007/s40489-021-00261-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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7
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Arora I, Bellato A, Ropar D, Hollis C, Groom MJ. Is autonomic function during resting-state atypical in Autism: A systematic review of evidence. Neurosci Biobehav Rev 2021; 125:417-441. [PMID: 33662443 DOI: 10.1016/j.neubiorev.2021.02.041] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 02/15/2021] [Accepted: 02/23/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Theories of differences in resting-state arousal in autistic individuals are influential. Differences in arousal during resting-state would impact engagement and adaptation to the environment, having a cascading effect on development of attentional and social skills. OBJECTIVES We systematically evaluated the evidence for differences in measures of autonomic arousal (heart rate, pupillometry or electrodermal activity) during resting-state in autistic individuals; to understand whether certain contextual or methodological factors impact reports of such differences. DATA SOURCES We searched PsycInfo, MEDLINE and EMBASE databases for papers published until 16th May 2019. Of 1207 titles initially identified, 60 met inclusion criteria. RESULTS AND CONCLUSIONS Of the 51 studies that investigated group differences between neurotypical and autistic participants, 60.8 % found evidence of group differences. While findings of hyperarousal were more common, particularly using indices of parasympathetic function, findings of hypo-arousal and autonomic dysregulation were also consistently present. Importantly, experimental context played a role in revealing such differences. The evidence is discussed with regard to important methodological factors and implications for future research are described.
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Affiliation(s)
- Iti Arora
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
| | - Alessio Bellato
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
| | - Danielle Ropar
- School of Psychology, University of Nottingham, University Park, Nottingham, NG7 2RD, United Kingdom.
| | - Chris Hollis
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom; NIHR MindTech Healthcare Technology Co-operative, Institute of Mental Health, University of Nottingham, Nottingham, NG7 2TU, United Kingdom; NIHR Nottingham Biomedical Research Centre, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
| | - Madeleine J Groom
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, United Kingdom.
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8
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Eye-Tracking in Infants and Young Children at Risk for Autism Spectrum Disorder: A Systematic Review of Visual Stimuli in Experimental Paradigms. J Autism Dev Disord 2020; 51:2578-2599. [DOI: 10.1007/s10803-020-04731-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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9
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Rieffe C, O'Connor R, Bülow A, Willems D, Hull L, Sedgewick F, Stockmann L, Blijd-Hoogewys E. Quantity and quality of empathic responding by autistic and non-autistic adolescent girls and boys. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2020; 25:199-209. [PMID: 32967463 PMCID: PMC7812514 DOI: 10.1177/1362361320956422] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Empathy evokes support for the person in distress, and thus strengthening social cohesion. The question is to what extent empathic reactions can be observed in autistic adolescents and autistic girls in particular, since there is evidence that they have better social skills than boys, which might hinder their recognition as autistic. We examined 193 adolescents (autistic/non-autistic boys/girls) during an in vivo task in which the experimenter hurt herself. In line with our predictions, no group or gender differences appeared related to their attention for the event; yet autistic girls and boys showed less visible emotional arousal, indicative of less affective empathy. Autistic girls and boys reacted by comforting the experimenter equally often as their non-autistic peers, but autistic boys seemed to address the problem more often than any other group; while girls (autistic and non-autistic) more often addressed the emotion of the person in need. Our findings highlight that empathic behaviour – to some extent – seems similar between autistic and non-autistic boys and girls. However, differences exist, in terms of expressed emotional arousal and gender-specific comforting styles. Autistic girls’ higher levels of emotion-focused comforting could be explained by well-developed social skills, camouflaging, or emotional investment in relationships with others.
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Affiliation(s)
- Carolien Rieffe
- Leiden University, The Netherlands.,University College London, UK
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10
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Keefer A, Singh V, Kalb LG, Mazefsky CA, Vasa RA. Investigating the factor structure of the child behavior checklist dysregulation profile in children and adolescents with autism spectrum disorder. Autism Res 2019; 13:436-443. [DOI: 10.1002/aur.2233] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 08/30/2019] [Accepted: 09/22/2019] [Indexed: 11/08/2022]
Affiliation(s)
- Amy Keefer
- Center for Autism and Related DisordersKennedy Krieger Institute Baltimore Maryland
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of Medicine Baltimore Maryland
| | - Vini Singh
- Center for Autism and Related DisordersKennedy Krieger Institute Baltimore Maryland
| | - Luther G. Kalb
- Center for Autism and Related DisordersKennedy Krieger Institute Baltimore Maryland
- Johns Hopkins University School of Public Health Baltimore Maryland
| | - Carla A. Mazefsky
- Department of Psychiatry, University of Pittsburgh School of Medicine Pittsburgh Pennsylvania
| | - Roma A. Vasa
- Center for Autism and Related DisordersKennedy Krieger Institute Baltimore Maryland
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of Medicine Baltimore Maryland
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11
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Noten M, Van der Heijden K, Huijbregts S, Van Goozen S, Swaab H. Indicators of affective empathy, cognitive empathy, and social attention during emotional clips in relation to aggression in 3-year-olds. J Exp Child Psychol 2019; 185:35-50. [DOI: 10.1016/j.jecp.2019.04.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 03/13/2019] [Accepted: 04/17/2019] [Indexed: 01/10/2023]
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12
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Howard PL, Zhang L, Benson V. What Can Eye Movements Tell Us about Subtle Cognitive Processing Differences in Autism? Vision (Basel) 2019; 3:E22. [PMID: 31735823 PMCID: PMC6802779 DOI: 10.3390/vision3020022] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 05/15/2019] [Accepted: 05/18/2019] [Indexed: 01/06/2023] Open
Abstract
Autism spectrum disorder (ASD) is neurodevelopmental condition principally characterised by impairments in social interaction and communication, and repetitive behaviours and interests. This article reviews the eye movement studies designed to investigate the underlying sampling or processing differences that might account for the principal characteristics of autism. Following a brief summary of a previous review chapter by one of the authors of the current paper, a detailed review of eye movement studies investigating various aspects of processing in autism over the last decade will be presented. The literature will be organised into sections covering different cognitive components, including language and social communication and interaction studies. The aim of the review will be to show how eye movement studies provide a very useful on-line processing measure, allowing us to account for observed differences in behavioural data (accuracy and reaction times). The subtle processing differences that eye movement data reveal in both language and social processing have the potential to impact in the everyday communication domain in autism.
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Affiliation(s)
- Philippa L Howard
- Department of Psychology, Bournemouth University, Bournemouth BH12 5BB, UK
| | - Li Zhang
- Academy of Psychology and Behaviour, Tianjin Normal University, Tianjin 300074, China
| | - Valerie Benson
- School of Psychology, University of Central Lancashire, Preston PR1 2HE, UK
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13
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van Rijn S, Urbanus E, Swaab H. Eyetracking measures of social attention in young children: How gaze patterns translate to real‐life social behaviors. SOCIAL DEVELOPMENT 2018. [DOI: 10.1111/sode.12350] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Sophie van Rijn
- Clinical Child and Adolescent Studies Leiden University Leiden The Netherlands
- Leiden Institute for Brain and Cognition Leiden The Netherlands
| | - Evelien Urbanus
- Clinical Child and Adolescent Studies Leiden University Leiden The Netherlands
| | - Hanna Swaab
- Clinical Child and Adolescent Studies Leiden University Leiden The Netherlands
- Leiden Institute for Brain and Cognition Leiden The Netherlands
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14
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Bazelmans T, Jones EJH, Ghods S, Corrigan S, Toth K, Charman T, Webb SJ. Heart rate mean and variability as a biomarker for phenotypic variation in preschoolers with autism spectrum disorder. Autism Res 2018; 12:39-52. [PMID: 30114343 DOI: 10.1002/aur.1982] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 06/06/2018] [Accepted: 06/10/2018] [Indexed: 02/03/2023]
Abstract
Interest in autonomic arousal in autism spectrum disorder (ASD) is increasing; however, reliability of these measures in ASD is unknown, and previously reported associations with social and cognitive abilities are inconsistent. This study assesses heart rate (HR) and HR variability (HRV) in preschoolers with ASD or typical development (TD) while they passively watched naturalistic videos. Measurement reliability, group differences, and the relationship with social and cognitive abilities were evaluated. Seventy one ASD and 66 TD children (2-4 years) provided cardiac data from two sessions. Test-retest intraclass correlations of HR and HRV over a 3-week period were moderate to good in both groups. Groups did not differ in mean level of HR or HRV. Intra-individual variability of HR between video segments within a session was higher in the ASD group, but intraclass correlations of this metric were low. Higher HR related to better language skills in TD children, but not after accounting for age and nonverbal ability. Higher HRV related to better expressive and receptive language in ASD children after controlling for age and nonverbal ability. HR/HRV were not related to social or executive functioning skills and did not explain any additional variance in abilities at a 12-month follow-up visit. In summary, variation in language abilities is associated with HR in the TD group and HRV in the ASD group. While preliminary, these results are promising for consideration of autonomic control as a biomarker for individual differences in ASD and may help us understand the mechanisms that contribute to communication skills. Autism Research 2019, 12: 39-52. © 2018 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: Cardiac activity, such as heart rate and heart rate variability, is linked to a wide range of psychological functions. This study shows that there is an association between heart rate and heart rate variability and language skills in young children with autism spectrum disorder (ASD). These results may help us understand what underlies individual differences in developmental abilities in young children with ASD.
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Affiliation(s)
- Tessel Bazelmans
- Psychology Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Emily J H Jones
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK.,Center for Child Health, Behavior & Development, Seattle Children's Research Institute, Seattle, Washington
| | - Sheila Ghods
- Center for Child Health, Behavior & Development, Seattle Children's Research Institute, Seattle, Washington.,Department of Psychiatry, University of California San Francisco, San Francisco, California
| | - Sarah Corrigan
- Center for Child Health, Behavior & Development, Seattle Children's Research Institute, Seattle, Washington
| | - Karen Toth
- Center for Child Health, Behavior & Development, Seattle Children's Research Institute, Seattle, Washington
| | - Tony Charman
- Psychology Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Sara J Webb
- Center for Child Health, Behavior & Development, Seattle Children's Research Institute, Seattle, Washington.,Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, Washington
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15
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Zantinge G, van Rijn S, Stockmann L, Swaab H. Physiological Arousal and Emotion Regulation Strategies in Young Children with Autism Spectrum Disorders. J Autism Dev Disord 2018; 47:2648-2657. [PMID: 28593596 PMCID: PMC5570774 DOI: 10.1007/s10803-017-3181-6] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
This study aimed to assess physiological arousal and behavioral regulation of emotion in the context of frustration in 29 children with Autism Spectrum Disorders (ASD) and 45 typically developing children (41–81 months). Heart rate was continuously measured and emotion strategies were coded, during a locked-box task. Results revealed increases in arousal followed by a decline during recovery, significant for both groups indicating that heart rate patterns between groups were identical. The ASD group deployed less constructive and more venting and avoidance strategies, which was related to language impairments. We conclude that rather than abnormal levels of emotional arousal, a key impairment in young children with ASD may be difficulties in behaviorally regulating and expressing experienced emotions to others.
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Affiliation(s)
- Gemma Zantinge
- Department of Clinical Child and Adolescent Studies, Leiden University, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition, Leiden, The Netherlands
| | - Sophie van Rijn
- Department of Clinical Child and Adolescent Studies, Leiden University, Leiden, The Netherlands.
- Leiden Institute for Brain and Cognition, Leiden, The Netherlands.
| | - Lex Stockmann
- Centre for Autism, Rivierduinen, Leiden, The Netherlands
| | - Hanna Swaab
- Department of Clinical Child and Adolescent Studies, Leiden University, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition, Leiden, The Netherlands
- Centre for Autism, Rivierduinen, Leiden, The Netherlands
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16
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Billeci L, Tonacci A, Narzisi A, Manigrasso Z, Varanini M, Fulceri F, Lattarulo C, Calderoni S, Muratori F. Heart Rate Variability During a Joint Attention Task in Toddlers With Autism Spectrum Disorders. Front Physiol 2018; 9:467. [PMID: 29765335 PMCID: PMC5938714 DOI: 10.3389/fphys.2018.00467] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 04/13/2018] [Indexed: 12/21/2022] Open
Abstract
Background: Autism Spectrum Disorders (ASD) are a heterogeneous group of neurodevelopmental disorders featuring early impairments in social domain, with autonomic nervous system (ANS) unbalance possibly representing a useful marker for such disturbances. Impairments in joint attention (JA) are one of the earliest markers of social deficits in ASD. In this study, we assessed the feasibility of using wearable technologies for characterizing the ANS response in ASD toddlers during the presentation of JA stimuli. Methods: Twenty ASD toddlers and 20 age- and gender-matched typically developed (TD) children were recorded at baseline and during a JA task through an unobtrusive chest strap for electrocardiography (ECG). Specific algorithms for feature extraction, including Heart Rate (HR), Standard Deviation of the Normal-to-Normal Intervals (SDNN), Coefficient of Variation (CV), pNN10 as well as low frequency (LF) and high frequency (HF), were applied to the ECG signal and a statistical comparison between the two groups was performed. Results: As regards the single phases, SDNN (p = 0.04) and CV (p = 0.021) were increased in ASD at baseline together with increased LF absolute power (p = 0.034). Moreover, CV remained higher in ASD during the task (p = 0.03). Considering the phase and group interaction, LF increased from baseline to task in TD group (p = 0.04) while it decreased in the ASD group (p = 0.04). Conclusions: The results of this study indicate the feasibility of characterizing the ANS response in ASD toddlers through a minimally obtrusive tool. Our analysis showed an increased SDNN and CV in toddlers with ASD particularly at baseline compared to TD and lower LF during the task. These findings could suggest the possibility of using the proposed approach for evaluating physiological correlates of JA response in young children with ASD.
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Affiliation(s)
- Lucia Billeci
- Institute of Clinical Physiology, National Research Council of Italy, Pisa, Italy
| | - Alessandro Tonacci
- Institute of Clinical Physiology, National Research Council of Italy, Pisa, Italy
| | - Antonio Narzisi
- IRCCS Stella Maris Foundation, Department of Developmental Neuroscience, Pisa, Italy
| | - Zaira Manigrasso
- Department of Information Engineering, University of Pisa, Pisa, Italy
| | - Maurizio Varanini
- Institute of Clinical Physiology, National Research Council of Italy, Pisa, Italy
| | - Francesca Fulceri
- IRCCS Stella Maris Foundation, Department of Developmental Neuroscience, Pisa, Italy
| | - Caterina Lattarulo
- Child Neuropsychiatry Unit, Hospital "Madonna delle Grazie", Matera, Italy
| | - Sara Calderoni
- IRCCS Stella Maris Foundation, Department of Developmental Neuroscience, Pisa, Italy.,Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Filippo Muratori
- IRCCS Stella Maris Foundation, Department of Developmental Neuroscience, Pisa, Italy.,Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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17
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Zantinge G, van Rijn S, Stockmann L, Swaab H. Concordance between physiological arousal and emotion expression during fear in young children with autism spectrum disorders. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2018; 23:629-638. [PMID: 29595334 PMCID: PMC6463270 DOI: 10.1177/1362361318766439] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
This study aimed to measure emotional expression and physiological arousal in response to fear in 21 children with autism spectrum disorders (43-75 months) and 45 typically developing children (41-81 months). Expressions of facial and bodily fear and heart rate arousal were simultaneously measured in response to a remote controlled robot (Laboratory Temperament Assessment Battery). Heart rate analyses revealed a main effect of task from baseline to fear ( p < 0.001, ηp2 ), no interaction effect and no effect for group. In addition, children with autism spectrum disorder showed intact facial and bodily expressions of fearful affect compared to typically developing children. With regard to the relationship between expression and arousal, the results provided evidence for concordance between expression and arousal in typically developing children ( r = 0.45, n = 45, p < 0.01). For children with autism spectrum disorder, no significant correlation was found ( r = 0.20, n = 21, p = 0.38). A moderation analysis revealed no significant interaction between expression and arousal for children with and without autism spectrum disorder ( F(1, 62) = 1.23, p = 0.27, ηp2 ), which might be the result of limited power. The current results give reason to further study concordance between expression and arousal in early autism spectrum disorder. Discordance might significantly impact social functioning and is an important topic in light of both early identification and treatment.
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Affiliation(s)
- Gemma Zantinge
- 1 Leiden University, The Netherlands.,2 Leiden Institute for Brain and Cognition, The Netherlands
| | - Sophie van Rijn
- 1 Leiden University, The Netherlands.,2 Leiden Institute for Brain and Cognition, The Netherlands
| | | | - Hanna Swaab
- 1 Leiden University, The Netherlands.,2 Leiden Institute for Brain and Cognition, The Netherlands.,3 Rivierduinen, The Netherlands
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